{
  "forecast_id": "to_fcst_20260731_1034",
  "hazard": "tornado",
  "issued_at": "2026-07-31T10:34:39Z",
  "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": 128,
  "top_probability": 0.0195,
  "source_artifacts": [
    "/data/live-tornadoes.json",
    "/data/tornado-storms.geojson"
  ],
  "storms": [
    {
      "storm_id": "222394",
      "lat": 38.4186,
      "lon": -93.4857,
      "motion_east": 12.9,
      "motion_south": 6.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0195,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1632.0,
      "ebshear": 22.0,
      "srh01": 114.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 114.0
        },
        {
          "name": "hrrr_pwat",
          "value": 60.2118
        },
        {
          "name": "alignment",
          "value": 2.0809
        },
        {
          "name": "tau",
          "value": 0.7818
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6865
      },
      "coherence_score": 0.7817785143852234,
      "coherence_diagnostics": {
        "tau": 0.7817785143852234,
        "grad_tau": 0.12322956323623657,
        "torsion": 0.0,
        "alignment": 2.080862283706665,
        "S_field": 0.9742083549499512,
        "Gamma_field": 1.1878714561462402,
        "S_over_Gamma": 0.8201294541358948,
        "Da": 70.72454071044922,
        "E_coh": 0.6626577973365784,
        "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": [
          [
            [
              -93.5,
              38.54
            ],
            [
              -93.49,
              38.54
            ],
            [
              -93.48,
              38.52
            ],
            [
              -93.5,
              38.49
            ],
            [
              -93.49,
              38.47
            ],
            [
              -93.49,
              38.44
            ],
            [
              -93.48,
              38.43
            ],
            [
              -93.46,
              38.45
            ],
            [
              -93.4,
              38.45
            ],
            [
              -93.39,
              38.44
            ],
            [
              -93.39,
              38.4
            ],
            [
              -93.41,
              38.39
            ],
            [
              -93.46,
              38.34
            ],
            [
              -93.47,
              38.31
            ],
            [
              -93.49,
              38.29
            ],
            [
              -93.54,
              38.29
            ],
            [
              -93.56,
              38.31
            ],
            [
              -93.56,
              38.34
            ],
            [
              -93.57,
              38.35
            ],
            [
              -93.57,
              38.46
            ],
            [
              -93.5,
              38.54
            ]
          ]
        ]
      },
      "raw_probability": 0.6865,
      "confidence_lo": 0.019,
      "confidence_hi": 0.0195,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "9d986265c134ba1f6d594c229986bb7f6e126bdd630388483781feb372470776",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.6865,
        "probability": 0.019512,
        "confidence_lo": 0.01898,
        "confidence_hi": 0.019523,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "999832791cf8bdf87d3edf9d3bb4fd1b1d972deed87010c56ac8bf5d15e0f19a",
        "signature": {
          "alg": "ed25519",
          "sig": "db1efbb1db12b430e052e5cef2e42f140d522d723714d0e1d1afc701f689ec55c2b1aca247af88507b92e0026f711acb46f1f225c3f2dc7a8a813ba6486cb30a"
        }
      },
      "receipt_sha256": "999832791cf8bdf87d3edf9d3bb4fd1b1d972deed87010c56ac8bf5d15e0f19a"
    },
    {
      "storm_id": "222441",
      "lat": 38.6138,
      "lon": -94.5736,
      "motion_east": 13.2,
      "motion_south": 6.4,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0195,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1189.0,
      "ebshear": 29.0,
      "srh01": 150.0,
      "maxllaz": 0.009,
      "mesh": 0.06,
      "flash_rate": 13.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 150.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.0868
        },
        {
          "name": "alignment",
          "value": 9.2466
        },
        {
          "name": "tau",
          "value": 0.5731
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6606
      },
      "coherence_score": 0.57307368516922,
      "coherence_diagnostics": {
        "tau": 0.57307368516922,
        "grad_tau": 0.15512317419052124,
        "torsion": 0.0,
        "alignment": 9.246609687805176,
        "S_field": 0.7276362776756287,
        "Gamma_field": 1.3278714418411255,
        "S_over_Gamma": 0.5479719042778015,
        "Da": 83.5904769897461,
        "E_coh": 0.2705172598361969,
        "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": [
          [
            [
              -94.44,
              38.99
            ],
            [
              -94.42,
              38.99
            ],
            [
              -94.38,
              38.95
            ],
            [
              -94.38,
              38.91
            ],
            [
              -94.31,
              38.84
            ],
            [
              -94.31,
              38.83
            ],
            [
              -94.29,
              38.81
            ],
            [
              -94.29,
              38.78
            ],
            [
              -94.28,
              38.77
            ],
            [
              -94.28,
              38.73
            ],
            [
              -94.31,
              38.67
            ],
            [
              -94.35,
              38.63
            ],
            [
              -94.36,
              38.63
            ],
            [
              -94.38,
              38.6
            ],
            [
              -94.37,
              38.58
            ],
            [
              -94.37,
              38.53
            ],
            [
              -94.38,
              38.51
            ],
            [
              -94.39,
              38.51
            ],
            [
              -94.41,
              38.49
            ],
            [
              -94.45,
              38.51
            ],
            [
              -94.47,
              38.5
            ],
            [
              -94.56,
              38.5
            ],
            [
              -94.58,
              38.48
            ],
            [
              -94.58,
              38.42
            ],
            [
              -94.57,
              38.41
            ],
            [
              -94.58,
              38.41
            ],
            [
              -94.59,
              38.39
            ],
            [
              -94.6,
              38.39
            ],
            [
              -94.64,
              38.35
            ],
            [
              -94.66,
              38.36
            ],
            [
              -94.71,
              38.36
            ],
            [
              -94.72,
              38.37
            ],
            [
              -94.75,
              38.37
            ],
            [
              -94.79,
              38.33
            ],
            [
              -94.81,
              38.32
            ],
            [
              -94.85,
              38.32
            ],
            [
              -94.89,
              38.36
            ],
            [
              -94.91,
              38.4
            ],
            [
              -94.91,
              38.47
            ],
            [
              -94.88,
              38.51
            ],
            [
              -94.86,
              38.55
            ],
            [
              -94.86,
              38.58
            ],
            [
              -94.85,
              38.59
            ],
            [
              -94.86,
              38.6
            ],
            [
              -94.85,
              38.67
            ],
            [
              -94.83,
              38.69
            ],
            [
              -94.77,
              38.7
            ],
            [
              -94.74,
              38.68
            ],
            [
              -94.7,
              38.68
            ],
            [
              -94.67,
              38.64
            ],
            [
              -94.59,
              38.68
            ],
            [
              -94.56,
              38.71
            ],
            [
              -94.56,
              38.86
            ],
            [
              -94.52,
              38.9
            ],
            [
              -94.49,
              38.9
            ],
            [
              -94.46,
              38.93
            ],
            [
              -94.46,
              38.97
            ],
            [
              -94.44,
              38.99
            ]
          ]
        ]
      },
      "raw_probability": 0.6606,
      "confidence_lo": 0.019,
      "confidence_hi": 0.0195,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "1c36645832c190dd12c4d44166e0234d0117dd7e23ad1faa5a45ef356d60d118",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.6606,
        "probability": 0.019512,
        "confidence_lo": 0.01898,
        "confidence_hi": 0.019523,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9b264f8ba82e13be39929d927e7e02d84c61712aad2cb6cea55ce2111b1725af",
        "signature": {
          "alg": "ed25519",
          "sig": "b1175eadc6f724def68f30608b145564d2d8922c6e440187259eb705cfa636b9e7f71e08793ec1444f9a3b66c608d80cafe82618301d0a6a7df5ef1d912e8402"
        }
      },
      "receipt_sha256": "9b264f8ba82e13be39929d927e7e02d84c61712aad2cb6cea55ce2111b1725af"
    },
    {
      "storm_id": "222801",
      "lat": 38.2717,
      "lon": -94.6533,
      "motion_east": 13.1,
      "motion_south": 6.4,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0195,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1571.0,
      "ebshear": 31.0,
      "srh01": 203.0,
      "maxllaz": 0.007,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 203.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.0868
        },
        {
          "name": "alignment",
          "value": 9.2466
        },
        {
          "name": "tau",
          "value": 0.5731
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6606
      },
      "coherence_score": 0.57307368516922,
      "coherence_diagnostics": {
        "tau": 0.57307368516922,
        "grad_tau": 0.15512317419052124,
        "torsion": 0.0,
        "alignment": 9.246609687805176,
        "S_field": 0.7276362776756287,
        "Gamma_field": 1.3278714418411255,
        "S_over_Gamma": 0.5479719042778015,
        "Da": 83.5904769897461,
        "E_coh": 0.2705172598361969,
        "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": [
          [
            [
              -94.7,
              38.31
            ],
            [
              -94.63,
              38.31
            ],
            [
              -94.62,
              38.3
            ],
            [
              -94.6,
              38.3
            ],
            [
              -94.59,
              38.28
            ],
            [
              -94.59,
              38.24
            ],
            [
              -94.61,
              38.22
            ],
            [
              -94.68,
              38.22
            ],
            [
              -94.7,
              38.23
            ],
            [
              -94.71,
              38.24
            ],
            [
              -94.71,
              38.3
            ],
            [
              -94.7,
              38.31
            ]
          ]
        ]
      },
      "raw_probability": 0.6606,
      "confidence_lo": 0.019,
      "confidence_hi": 0.0195,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "1c36645832c190dd12c4d44166e0234d0117dd7e23ad1faa5a45ef356d60d118",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.6606,
        "probability": 0.019512,
        "confidence_lo": 0.01898,
        "confidence_hi": 0.019523,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9b264f8ba82e13be39929d927e7e02d84c61712aad2cb6cea55ce2111b1725af",
        "signature": {
          "alg": "ed25519",
          "sig": "b1175eadc6f724def68f30608b145564d2d8922c6e440187259eb705cfa636b9e7f71e08793ec1444f9a3b66c608d80cafe82618301d0a6a7df5ef1d912e8402"
        }
      },
      "receipt_sha256": "9b264f8ba82e13be39929d927e7e02d84c61712aad2cb6cea55ce2111b1725af"
    },
    {
      "storm_id": "222824",
      "lat": 38.4039,
      "lon": -94.355,
      "motion_east": 13.2,
      "motion_south": 6.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0195,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1492.0,
      "ebshear": 29.0,
      "srh01": 148.0,
      "maxllaz": 0.006,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 148.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.0868
        },
        {
          "name": "alignment",
          "value": 9.2466
        },
        {
          "name": "tau",
          "value": 0.5731
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6606
      },
      "coherence_score": 0.57307368516922,
      "coherence_diagnostics": {
        "tau": 0.57307368516922,
        "grad_tau": 0.15512317419052124,
        "torsion": 0.0,
        "alignment": 9.246609687805176,
        "S_field": 0.7276362776756287,
        "Gamma_field": 1.3278714418411255,
        "S_over_Gamma": 0.5479719042778015,
        "Da": 83.5904769897461,
        "E_coh": 0.2705172598361969,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.43,
              38.46
            ],
            [
              -94.38,
              38.46
            ],
            [
              -94.37,
              38.44
            ],
            [
              -94.34,
              38.44
            ],
            [
              -94.31,
              38.46
            ],
            [
              -94.27,
              38.46
            ],
            [
              -94.25,
              38.44
            ],
            [
              -94.25,
              38.36
            ],
            [
              -94.26,
              38.34
            ],
            [
              -94.31,
              38.34
            ],
            [
              -94.32,
              38.35
            ],
            [
              -94.34,
              38.34
            ],
            [
              -94.39,
              38.34
            ],
            [
              -94.41,
              38.35
            ],
            [
              -94.44,
              38.38
            ],
            [
              -94.44,
              38.42
            ],
            [
              -94.45,
              38.43
            ],
            [
              -94.43,
              38.46
            ]
          ]
        ]
      },
      "raw_probability": 0.6606,
      "confidence_lo": 0.019,
      "confidence_hi": 0.0195,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "1c36645832c190dd12c4d44166e0234d0117dd7e23ad1faa5a45ef356d60d118",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.6606,
        "probability": 0.019512,
        "confidence_lo": 0.01898,
        "confidence_hi": 0.019523,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9b264f8ba82e13be39929d927e7e02d84c61712aad2cb6cea55ce2111b1725af",
        "signature": {
          "alg": "ed25519",
          "sig": "b1175eadc6f724def68f30608b145564d2d8922c6e440187259eb705cfa636b9e7f71e08793ec1444f9a3b66c608d80cafe82618301d0a6a7df5ef1d912e8402"
        }
      },
      "receipt_sha256": "9b264f8ba82e13be39929d927e7e02d84c61712aad2cb6cea55ce2111b1725af"
    },
    {
      "storm_id": "222525",
      "lat": 38.6375,
      "lon": -93.1863,
      "motion_east": 9.2,
      "motion_south": -2.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.019,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1279.0,
      "ebshear": 28.0,
      "srh01": 128.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 128.0
        },
        {
          "name": "hrrr_pwat",
          "value": 60.2118
        },
        {
          "name": "alignment",
          "value": 2.0809
        },
        {
          "name": "tau",
          "value": 0.7818
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6512
      },
      "coherence_score": 0.7817785143852234,
      "coherence_diagnostics": {
        "tau": 0.7817785143852234,
        "grad_tau": 0.12322956323623657,
        "torsion": 0.0,
        "alignment": 2.080862283706665,
        "S_field": 0.9742083549499512,
        "Gamma_field": 1.1878714561462402,
        "S_over_Gamma": 0.8201294541358948,
        "Da": 70.72454071044922,
        "E_coh": 0.6626577973365784,
        "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": [
          [
            [
              -93.2,
              38.76
            ],
            [
              -93.15,
              38.76
            ],
            [
              -93.13,
              38.74
            ],
            [
              -93.13,
              38.67
            ],
            [
              -93.15,
              38.65
            ],
            [
              -93.14,
              38.57
            ],
            [
              -93.15,
              38.56
            ],
            [
              -93.15,
              38.54
            ],
            [
              -93.17,
              38.52
            ],
            [
              -93.22,
              38.52
            ],
            [
              -93.25,
              38.56
            ],
            [
              -93.24,
              38.58
            ],
            [
              -93.24,
              38.65
            ],
            [
              -93.23,
              38.66
            ],
            [
              -93.23,
              38.7
            ],
            [
              -93.2,
              38.76
            ]
          ]
        ]
      },
      "raw_probability": 0.6512,
      "confidence_lo": 0.0163,
      "confidence_hi": 0.0191,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "19d83b4ef20db9fe49f72ab500dc93d10aaab40fd1ee41274d244ef6a87507a0",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.6512,
        "probability": 0.01905,
        "confidence_lo": 0.01634,
        "confidence_hi": 0.019102,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "49c3ad8aebc572f7358da67ad2cc2f60cc5502611b3278dd9060f1f3c85c0c8e",
        "signature": {
          "alg": "ed25519",
          "sig": "d77dc38d26a7d6d53efe540d8941c71807634ced7416fb1021b6d9fc1129bd82fcd541df1c5e6ba289531f1da3d5a4fb9036b845393d7b131a3995638452790f"
        }
      },
      "receipt_sha256": "49c3ad8aebc572f7358da67ad2cc2f60cc5502611b3278dd9060f1f3c85c0c8e"
    },
    {
      "storm_id": "222744",
      "lat": 37.66,
      "lon": -92.1629,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.019,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 635.0,
      "ebshear": 27.0,
      "srh01": 115.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 115.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.9618
        },
        {
          "name": "alignment",
          "value": -11.8788
        },
        {
          "name": "tau",
          "value": 0.8866
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6451
      },
      "coherence_score": 0.886621356010437,
      "coherence_diagnostics": {
        "tau": 0.886621356010437,
        "grad_tau": 0.0619327612221241,
        "torsion": 0.0,
        "alignment": -11.878776550292969,
        "S_field": 0.8641868829727173,
        "Gamma_field": 0.6345381736755371,
        "S_over_Gamma": 1.3619147539138794,
        "Da": 41.84969711303711,
        "E_coh": 0.42012694478034973,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.16,
              37.72
            ],
            [
              -92.12,
              37.72
            ],
            [
              -92.11,
              37.68
            ],
            [
              -92.12,
              37.66
            ],
            [
              -92.15,
              37.66
            ],
            [
              -92.16,
              37.65
            ],
            [
              -92.16,
              37.61
            ],
            [
              -92.17,
              37.6
            ],
            [
              -92.21,
              37.6
            ],
            [
              -92.21,
              37.63
            ],
            [
              -92.19,
              37.64
            ],
            [
              -92.18,
              37.66
            ],
            [
              -92.18,
              37.69
            ],
            [
              -92.16,
              37.72
            ]
          ]
        ]
      },
      "raw_probability": 0.6451,
      "confidence_lo": 0.0163,
      "confidence_hi": 0.0191,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "393a4766df987afcd963ce48ac8f1a758a27352c447ded8842eaa6a80a4cdbe6",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.6451,
        "probability": 0.01905,
        "confidence_lo": 0.01634,
        "confidence_hi": 0.019102,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "60d1270f0ebff22e905d376a841edf70f7a672b7a5154d551a174a7b321b10e2",
        "signature": {
          "alg": "ed25519",
          "sig": "d0f0d949e9a7ed958710170aa16d7a1ee6930194e0647989b87618fce61a9f21e40a9f417cb499bdcf7b559bf563ac18ec7adf4c29124131430648d48b4e0208"
        }
      },
      "receipt_sha256": "60d1270f0ebff22e905d376a841edf70f7a672b7a5154d551a174a7b321b10e2"
    },
    {
      "storm_id": "221295",
      "lat": 41.9505,
      "lon": -91.6216,
      "motion_east": 7.3,
      "motion_south": -4.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0129,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 189.0,
      "ebshear": 25.0,
      "srh01": 152.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 152.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.8368
        },
        {
          "name": "alignment",
          "value": -8.8856
        },
        {
          "name": "tau",
          "value": 0.9369
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6286
      },
      "coherence_score": 0.9369478225708008,
      "coherence_diagnostics": {
        "tau": 0.9369478225708008,
        "grad_tau": 0.10695072263479233,
        "torsion": 0.0,
        "alignment": -8.8856201171875,
        "S_field": 0.4270412027835846,
        "Gamma_field": 0.43203818798065186,
        "S_over_Gamma": 0.9884338974952698,
        "Da": 29.40249252319336,
        "E_coh": 0.2929818332195282,
        "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": 6,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.74,
              42.06
            ],
            [
              -91.68,
              42.06
            ],
            [
              -91.58,
              42.01
            ],
            [
              -91.52,
              41.96
            ],
            [
              -91.52,
              41.94
            ],
            [
              -91.51,
              41.93
            ],
            [
              -91.52,
              41.92
            ],
            [
              -91.51,
              41.91
            ],
            [
              -91.53,
              41.87
            ],
            [
              -91.56,
              41.84
            ],
            [
              -91.61,
              41.84
            ],
            [
              -91.63,
              41.86
            ],
            [
              -91.63,
              41.89
            ],
            [
              -91.65,
              41.93
            ],
            [
              -91.67,
              41.95
            ],
            [
              -91.71,
              41.97
            ],
            [
              -91.75,
              42.01
            ],
            [
              -91.75,
              42.05
            ],
            [
              -91.74,
              42.06
            ]
          ]
        ]
      },
      "raw_probability": 0.6286,
      "confidence_lo": 0.0124,
      "confidence_hi": 0.0129,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "978cab91b63f314a3847840669a97d81ddc35d5e4789e4825ee049376c7a9e27",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.6286,
        "probability": 0.012853,
        "confidence_lo": 0.01243,
        "confidence_hi": 0.012859,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "76b976242f82225e32c3f9e0b9bf2d8dc99798f572fbfc6f558a7c1700b2c941",
        "signature": {
          "alg": "ed25519",
          "sig": "573a974aaf5476d7efe811de12530da92dfccc19d961010416c2f19f98aac34e8f4080e6f69deb5b08caedc094642fc8029b9404cbe77de335160fb9fc7d8c04"
        }
      },
      "receipt_sha256": "76b976242f82225e32c3f9e0b9bf2d8dc99798f572fbfc6f558a7c1700b2c941"
    },
    {
      "storm_id": "222498",
      "lat": 40.7817,
      "lon": -91.1275,
      "motion_east": 7.0,
      "motion_south": -6.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0129,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 34.0,
      "ebshear": 22.0,
      "srh01": 127.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 127.0
        },
        {
          "name": "hrrr_pwat",
          "value": 59.3368
        },
        {
          "name": "alignment",
          "value": 7.0548
        },
        {
          "name": "tau",
          "value": 0.8621
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6134
      },
      "coherence_score": 0.8620703220367432,
      "coherence_diagnostics": {
        "tau": 0.8620703220367432,
        "grad_tau": 0.1264737993478775,
        "torsion": 0.0,
        "alignment": 7.054811000823975,
        "S_field": 0.5895607471466064,
        "Gamma_field": 0.4720381796360016,
        "S_over_Gamma": 1.2489683628082275,
        "Da": 31.076940536499023,
        "E_coh": 0.4136430323123932,
        "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": [
          [
            [
              -91.21,
              40.95
            ],
            [
              -91.18,
              40.95
            ],
            [
              -91.14,
              40.93
            ],
            [
              -91.13,
              40.91
            ],
            [
              -91.09,
              40.87
            ],
            [
              -91.09,
              40.85
            ],
            [
              -91.07,
              40.81
            ],
            [
              -91.07,
              40.76
            ],
            [
              -91.08,
              40.74
            ],
            [
              -91.06,
              40.71
            ],
            [
              -91.06,
              40.65
            ],
            [
              -91.07,
              40.63
            ],
            [
              -91.09,
              40.62
            ],
            [
              -91.11,
              40.62
            ],
            [
              -91.14,
              40.66
            ],
            [
              -91.14,
              40.68
            ],
            [
              -91.12,
              40.7
            ],
            [
              -91.12,
              40.72
            ],
            [
              -91.13,
              40.74
            ],
            [
              -91.17,
              40.77
            ],
            [
              -91.19,
              40.81
            ],
            [
              -91.19,
              40.86
            ],
            [
              -91.2,
              40.87
            ],
            [
              -91.21,
              40.95
            ]
          ]
        ]
      },
      "raw_probability": 0.6134,
      "confidence_lo": 0.0124,
      "confidence_hi": 0.0129,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "b252ab9baa5835920cbafd8ef4986fb5e5cf81fab1ea27ed2c0d90f53e834e8f",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.6134,
        "probability": 0.012853,
        "confidence_lo": 0.01243,
        "confidence_hi": 0.012859,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6513fe0a72f50d15703d9c705539de2dea00df75b8a19694548ff04c9932d1ff",
        "signature": {
          "alg": "ed25519",
          "sig": "2c3fb66dac04b1a1a3b1d4b5f3a71df09e8081e35bc724ffbea9045b4de7c878519a582808b412207a50d593798e5020991d956587a69d926f875ca573881f01"
        }
      },
      "receipt_sha256": "6513fe0a72f50d15703d9c705539de2dea00df75b8a19694548ff04c9932d1ff"
    },
    {
      "storm_id": "222842",
      "lat": 42.123,
      "lon": -91.6205,
      "motion_east": 7.2,
      "motion_south": -4.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0129,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 163.0,
      "ebshear": 19.0,
      "srh01": 129.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 129.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.8368
        },
        {
          "name": "alignment",
          "value": -8.8856
        },
        {
          "name": "tau",
          "value": 0.9369
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5986
      },
      "coherence_score": 0.9369478225708008,
      "coherence_diagnostics": {
        "tau": 0.9369478225708008,
        "grad_tau": 0.10695072263479233,
        "torsion": 0.0,
        "alignment": -8.8856201171875,
        "S_field": 0.4270412027835846,
        "Gamma_field": 0.43203818798065186,
        "S_over_Gamma": 0.9884338974952698,
        "Da": 29.40249252319336,
        "E_coh": 0.2929818332195282,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.63,
              42.18
            ],
            [
              -91.62,
              42.17
            ],
            [
              -91.61,
              42.18
            ],
            [
              -91.6,
              42.17
            ],
            [
              -91.57,
              42.17
            ],
            [
              -91.52,
              42.12
            ],
            [
              -91.52,
              42.08
            ],
            [
              -91.53,
              42.08
            ],
            [
              -91.54,
              42.06
            ],
            [
              -91.6,
              42.06
            ],
            [
              -91.63,
              42.08
            ],
            [
              -91.66,
              42.08
            ],
            [
              -91.67,
              42.09
            ],
            [
              -91.68,
              42.08
            ],
            [
              -91.68,
              42.09
            ],
            [
              -91.7,
              42.11
            ],
            [
              -91.7,
              42.14
            ],
            [
              -91.68,
              42.17
            ],
            [
              -91.64,
              42.17
            ],
            [
              -91.63,
              42.18
            ]
          ]
        ]
      },
      "raw_probability": 0.5986,
      "confidence_lo": 0.0124,
      "confidence_hi": 0.0129,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "294d77c494cf4bd6f3e35c7f32fe0d8bd40251635136c8cdc53cc54c3aeda41b",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.5986,
        "probability": 0.012853,
        "confidence_lo": 0.01243,
        "confidence_hi": 0.012859,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "96cc74a6e9a64e8da5fc30a5977e03c4ea8e6349daae310d788d0c748bc88793",
        "signature": {
          "alg": "ed25519",
          "sig": "4fa5faa8eb6cfc8f8b5ca310a04e477d00d1f8aa764b6115fe285250be501c982d3e9d9f91de4388e23ec5f05ee4e5e9bade224b099fe8769de31f9bcce05304"
        }
      },
      "receipt_sha256": "96cc74a6e9a64e8da5fc30a5977e03c4ea8e6349daae310d788d0c748bc88793"
    },
    {
      "storm_id": "222549",
      "lat": 37.1208,
      "lon": -92.66,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0128,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1124.0,
      "ebshear": 31.0,
      "srh01": 134.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 134.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.0868
        },
        {
          "name": "alignment",
          "value": 14.026
        },
        {
          "name": "tau",
          "value": 0.8623
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.586
      },
      "coherence_score": 0.8623348474502563,
      "coherence_diagnostics": {
        "tau": 0.8623348474502563,
        "grad_tau": 0.1315167099237442,
        "torsion": 0.0,
        "alignment": 14.026037216186523,
        "S_field": 0.8040136098861694,
        "Gamma_field": 0.5995381474494934,
        "S_over_Gamma": 1.341054916381836,
        "Da": 39.8542594909668,
        "E_coh": 0.5995036959648132,
        "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": [
          [
            [
              -92.68,
              37.16
            ],
            [
              -92.62,
              37.16
            ],
            [
              -92.61,
              37.15
            ],
            [
              -92.6,
              37.13
            ],
            [
              -92.6,
              37.09
            ],
            [
              -92.62,
              37.07
            ],
            [
              -92.69,
              37.07
            ],
            [
              -92.7,
              37.08
            ],
            [
              -92.71,
              37.1
            ],
            [
              -92.71,
              37.13
            ],
            [
              -92.7,
              37.15
            ],
            [
              -92.68,
              37.16
            ]
          ]
        ]
      },
      "raw_probability": 0.586,
      "confidence_lo": 0.0094,
      "confidence_hi": 0.0129,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "0ed60130405adf21169d4f878a38f70fd9cc8cf01c4e492ae79fb7c85168cef4",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.586,
        "probability": 0.012815,
        "confidence_lo": 0.009416,
        "confidence_hi": 0.012859,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2065de185d442a2247037413e0d89c2ea99dfba92bae0368a2e0e1f9dcc3010d",
        "signature": {
          "alg": "ed25519",
          "sig": "d0a6d8a0d61b285724b73999858caba6c0bb15994190fc2caf4362a046b8b797254b9e7b0f38394dd1441a987f6c263e9b8098dbc66bb048072284fd474b490f"
        }
      },
      "receipt_sha256": "2065de185d442a2247037413e0d89c2ea99dfba92bae0368a2e0e1f9dcc3010d"
    },
    {
      "storm_id": "222845",
      "lat": 38.4025,
      "lon": -95.6912,
      "motion_east": 10.7,
      "motion_south": 5.1,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0071,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1641.0,
      "ebshear": 43.0,
      "srh01": 302.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 302.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.5868
        },
        {
          "name": "alignment",
          "value": 7.2827
        },
        {
          "name": "tau",
          "value": 0.4722
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5696
      },
      "coherence_score": 0.4722403883934021,
      "coherence_diagnostics": {
        "tau": 0.4722403883934021,
        "grad_tau": 0.09052897989749908,
        "torsion": 0.0,
        "alignment": 7.282741069793701,
        "S_field": 0.799986720085144,
        "Gamma_field": 1.6420382261276245,
        "S_over_Gamma": 0.4871912896633148,
        "Da": 100.33201599121094,
        "E_coh": 0.31857234239578247,
        "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": [
          [
            [
              -95.69,
              38.43
            ],
            [
              -95.66,
              38.43
            ],
            [
              -95.66,
              38.37
            ],
            [
              -95.67,
              38.36
            ],
            [
              -95.73,
              38.36
            ],
            [
              -95.73,
              38.42
            ],
            [
              -95.7,
              38.42
            ],
            [
              -95.69,
              38.43
            ]
          ]
        ]
      },
      "raw_probability": 0.5696,
      "confidence_lo": 0.0066,
      "confidence_hi": 0.0071,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "344b1321bd62f141cf2122280eb9023a9b503d27cde7563c20c7c86e977050a0",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.5696,
        "probability": 0.007139,
        "confidence_lo": 0.006588,
        "confidence_hi": 0.007143,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e8b705ee5aabbdf4c2823f6f12169e6bd2df16a449ae86d33dfc4d553333c1ec",
        "signature": {
          "alg": "ed25519",
          "sig": "7669e7cf7b884c07c38305284ff4ef893e9bd84afd90b8f2aceaf695db87c836dfdc8a023358a41c002d9fa91a7964c2b1de438e09e02ec7fcd073b502910500"
        }
      },
      "receipt_sha256": "e8b705ee5aabbdf4c2823f6f12169e6bd2df16a449ae86d33dfc4d553333c1ec"
    },
    {
      "storm_id": "222365",
      "lat": 39.922,
      "lon": -91.9473,
      "motion_east": 6.7,
      "motion_south": -5.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 196.0,
      "ebshear": 33.0,
      "srh01": 144.0,
      "maxllaz": 0.002,
      "mesh": 0.14,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 144.0
        },
        {
          "name": "hrrr_pwat",
          "value": 61.8368
        },
        {
          "name": "alignment",
          "value": 6.7856
        },
        {
          "name": "tau",
          "value": 0.5598
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5392
      },
      "coherence_score": 0.5598243474960327,
      "coherence_diagnostics": {
        "tau": 0.5598243474960327,
        "grad_tau": 0.1807796061038971,
        "torsion": 0.0,
        "alignment": 6.785574913024902,
        "S_field": 0.5103498697280884,
        "Gamma_field": 2.311204671859741,
        "S_over_Gamma": 0.2208155244588852,
        "Da": 143.4113006591797,
        "E_coh": 0.38601234555244446,
        "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": [
          [
            [
              -91.98,
              40.02
            ],
            [
              -91.97,
              40.01
            ],
            [
              -91.95,
              40.01
            ],
            [
              -91.92,
              39.98
            ],
            [
              -91.92,
              39.95
            ],
            [
              -91.91,
              39.94
            ],
            [
              -91.91,
              39.88
            ],
            [
              -91.9,
              39.87
            ],
            [
              -91.9,
              39.81
            ],
            [
              -91.91,
              39.8
            ],
            [
              -91.94,
              39.8
            ],
            [
              -91.98,
              39.84
            ],
            [
              -92.02,
              39.91
            ],
            [
              -92.02,
              39.99
            ],
            [
              -91.98,
              40.02
            ]
          ]
        ]
      },
      "raw_probability": 0.5392,
      "confidence_lo": 0.0066,
      "confidence_hi": 0.0067,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "9ca9ac212f850f44fda9876a1d41d7756a19f70f10b98c7733348b05eab28f2a",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.5392,
        "probability": 0.006694,
        "confidence_lo": 0.006588,
        "confidence_hi": 0.006694,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d91d2fd085580ec53fa00ef361ca488055f1d94d9145d76b0f96326e8accb813",
        "signature": {
          "alg": "ed25519",
          "sig": "fb295b294c0735747100813cfc6f7216c715d198e6521ed7217685f0911a8a1c02429a0070bb0c2d6e8c33afbe61bfc24e9161093c6936ea74652606642e1c0d"
        }
      },
      "receipt_sha256": "d91d2fd085580ec53fa00ef361ca488055f1d94d9145d76b0f96326e8accb813"
    },
    {
      "storm_id": "222572",
      "lat": 39.5706,
      "lon": -91.9712,
      "motion_east": 6.6,
      "motion_south": -5.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 421.0,
      "ebshear": 37.0,
      "srh01": 153.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 153.0
        },
        {
          "name": "hrrr_pwat",
          "value": 61.8368
        },
        {
          "name": "alignment",
          "value": 6.7856
        },
        {
          "name": "tau",
          "value": 0.5598
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5392
      },
      "coherence_score": 0.5598243474960327,
      "coherence_diagnostics": {
        "tau": 0.5598243474960327,
        "grad_tau": 0.1807796061038971,
        "torsion": 0.0,
        "alignment": 6.785574913024902,
        "S_field": 0.5103498697280884,
        "Gamma_field": 2.311204671859741,
        "S_over_Gamma": 0.2208155244588852,
        "Da": 143.4113006591797,
        "E_coh": 0.38601234555244446,
        "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": [
          [
            [
              -91.98,
              39.67
            ],
            [
              -91.94,
              39.67
            ],
            [
              -91.93,
              39.66
            ],
            [
              -91.93,
              39.64
            ],
            [
              -91.9,
              39.58
            ],
            [
              -91.9,
              39.54
            ],
            [
              -91.92,
              39.52
            ],
            [
              -91.94,
              39.52
            ],
            [
              -91.99,
              39.47
            ],
            [
              -92.02,
              39.47
            ],
            [
              -92.04,
              39.49
            ],
            [
              -92.04,
              39.51
            ],
            [
              -92.03,
              39.51
            ],
            [
              -92.0,
              39.55
            ],
            [
              -92.0,
              39.66
            ],
            [
              -91.98,
              39.67
            ]
          ]
        ]
      },
      "raw_probability": 0.5392,
      "confidence_lo": 0.0066,
      "confidence_hi": 0.0067,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "9ca9ac212f850f44fda9876a1d41d7756a19f70f10b98c7733348b05eab28f2a",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.5392,
        "probability": 0.006694,
        "confidence_lo": 0.006588,
        "confidence_hi": 0.006694,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d91d2fd085580ec53fa00ef361ca488055f1d94d9145d76b0f96326e8accb813",
        "signature": {
          "alg": "ed25519",
          "sig": "fb295b294c0735747100813cfc6f7216c715d198e6521ed7217685f0911a8a1c02429a0070bb0c2d6e8c33afbe61bfc24e9161093c6936ea74652606642e1c0d"
        }
      },
      "receipt_sha256": "d91d2fd085580ec53fa00ef361ca488055f1d94d9145d76b0f96326e8accb813"
    },
    {
      "storm_id": "222719",
      "lat": 39.77,
      "lon": -91.7542,
      "motion_east": 6.6,
      "motion_south": -5.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 187.0,
      "ebshear": 32.0,
      "srh01": 130.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 130.0
        },
        {
          "name": "hrrr_pwat",
          "value": 61.8368
        },
        {
          "name": "alignment",
          "value": 6.7856
        },
        {
          "name": "tau",
          "value": 0.5598
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5392
      },
      "coherence_score": 0.5598243474960327,
      "coherence_diagnostics": {
        "tau": 0.5598243474960327,
        "grad_tau": 0.1807796061038971,
        "torsion": 0.0,
        "alignment": 6.785574913024902,
        "S_field": 0.5103498697280884,
        "Gamma_field": 2.311204671859741,
        "S_over_Gamma": 0.2208155244588852,
        "Da": 143.4113006591797,
        "E_coh": 0.38601234555244446,
        "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": [
          [
            [
              -91.75,
              39.8
            ],
            [
              -91.73,
              39.8
            ],
            [
              -91.72,
              39.79
            ],
            [
              -91.72,
              39.74
            ],
            [
              -91.73,
              39.73
            ],
            [
              -91.76,
              39.73
            ],
            [
              -91.78,
              39.74
            ],
            [
              -91.78,
              39.76
            ],
            [
              -91.79,
              39.77
            ],
            [
              -91.78,
              39.79
            ],
            [
              -91.76,
              39.79
            ],
            [
              -91.75,
              39.8
            ]
          ]
        ]
      },
      "raw_probability": 0.5392,
      "confidence_lo": 0.0066,
      "confidence_hi": 0.0067,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "9ca9ac212f850f44fda9876a1d41d7756a19f70f10b98c7733348b05eab28f2a",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.5392,
        "probability": 0.006694,
        "confidence_lo": 0.006588,
        "confidence_hi": 0.006694,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d91d2fd085580ec53fa00ef361ca488055f1d94d9145d76b0f96326e8accb813",
        "signature": {
          "alg": "ed25519",
          "sig": "fb295b294c0735747100813cfc6f7216c715d198e6521ed7217685f0911a8a1c02429a0070bb0c2d6e8c33afbe61bfc24e9161093c6936ea74652606642e1c0d"
        }
      },
      "receipt_sha256": "d91d2fd085580ec53fa00ef361ca488055f1d94d9145d76b0f96326e8accb813"
    },
    {
      "storm_id": "222721",
      "lat": 39.6438,
      "lon": -91.8346,
      "motion_east": 6.6,
      "motion_south": -5.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 240.0,
      "ebshear": 36.0,
      "srh01": 141.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 141.0
        },
        {
          "name": "hrrr_pwat",
          "value": 61.8368
        },
        {
          "name": "alignment",
          "value": 6.7856
        },
        {
          "name": "tau",
          "value": 0.5598
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5392
      },
      "coherence_score": 0.5598243474960327,
      "coherence_diagnostics": {
        "tau": 0.5598243474960327,
        "grad_tau": 0.1807796061038971,
        "torsion": 0.0,
        "alignment": 6.785574913024902,
        "S_field": 0.5103498697280884,
        "Gamma_field": 2.311204671859741,
        "S_over_Gamma": 0.2208155244588852,
        "Da": 143.4113006591797,
        "E_coh": 0.38601234555244446,
        "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": [
          [
            [
              -91.86,
              39.7
            ],
            [
              -91.82,
              39.7
            ],
            [
              -91.8,
              39.68
            ],
            [
              -91.8,
              39.66
            ],
            [
              -91.79,
              39.65
            ],
            [
              -91.79,
              39.59
            ],
            [
              -91.8,
              39.58
            ],
            [
              -91.85,
              39.58
            ],
            [
              -91.86,
              39.59
            ],
            [
              -91.87,
              39.61
            ],
            [
              -91.87,
              39.66
            ],
            [
              -91.88,
              39.67
            ],
            [
              -91.86,
              39.7
            ]
          ]
        ]
      },
      "raw_probability": 0.5392,
      "confidence_lo": 0.0066,
      "confidence_hi": 0.0067,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "9ca9ac212f850f44fda9876a1d41d7756a19f70f10b98c7733348b05eab28f2a",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.5392,
        "probability": 0.006694,
        "confidence_lo": 0.006588,
        "confidence_hi": 0.006694,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d91d2fd085580ec53fa00ef361ca488055f1d94d9145d76b0f96326e8accb813",
        "signature": {
          "alg": "ed25519",
          "sig": "fb295b294c0735747100813cfc6f7216c715d198e6521ed7217685f0911a8a1c02429a0070bb0c2d6e8c33afbe61bfc24e9161093c6936ea74652606642e1c0d"
        }
      },
      "receipt_sha256": "d91d2fd085580ec53fa00ef361ca488055f1d94d9145d76b0f96326e8accb813"
    },
    {
      "storm_id": "221068",
      "lat": 38.778,
      "lon": -95.689,
      "motion_east": 13.8,
      "motion_south": 8.5,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2324.0,
      "ebshear": 48.0,
      "srh01": 352.0,
      "maxllaz": 0.005,
      "mesh": 0.07,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 352.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.0868
        },
        {
          "name": "alignment",
          "value": 3.8657
        },
        {
          "name": "tau",
          "value": 0.4309
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.529
      },
      "coherence_score": 0.4308525025844574,
      "coherence_diagnostics": {
        "tau": 0.4308525025844574,
        "grad_tau": 0.0794183760881424,
        "torsion": 0.0,
        "alignment": 3.8656797409057617,
        "S_field": 0.5153424739837646,
        "Gamma_field": 1.6387048959732056,
        "S_over_Gamma": 0.31448155641555786,
        "Da": 98.35523223876953,
        "E_coh": 0.28631290793418884,
        "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": 7,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.72,
              38.89
            ],
            [
              -95.66,
              38.89
            ],
            [
              -95.65,
              38.85
            ],
            [
              -95.64,
              38.84
            ],
            [
              -95.64,
              38.79
            ],
            [
              -95.63,
              38.78
            ],
            [
              -95.63,
              38.75
            ],
            [
              -95.62,
              38.73
            ],
            [
              -95.63,
              38.72
            ],
            [
              -95.63,
              38.69
            ],
            [
              -95.66,
              38.67
            ],
            [
              -95.7,
              38.67
            ],
            [
              -95.72,
              38.68
            ],
            [
              -95.74,
              38.7
            ],
            [
              -95.74,
              38.72
            ],
            [
              -95.78,
              38.78
            ],
            [
              -95.78,
              38.81
            ],
            [
              -95.77,
              38.83
            ],
            [
              -95.72,
              38.88
            ],
            [
              -95.72,
              38.89
            ]
          ]
        ]
      },
      "raw_probability": 0.529,
      "confidence_lo": 0.0066,
      "confidence_hi": 0.0067,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "f8ede5b69aa66dfd30d4bcf581b9f6525e0fc47b880ab9d63cf76794e1db2744",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.529,
        "probability": 0.006694,
        "confidence_lo": 0.006588,
        "confidence_hi": 0.006694,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d1f9eea175d4794b6b98060965d0705a036c12e8fb8c383e8bc8b8cf17f72965",
        "signature": {
          "alg": "ed25519",
          "sig": "93cfd978c8403b6a53f409c768136a00c80d7742ff7879fdabf46956273a395ee56aa69a333aed349eaa8dff8889856404e8b5491a3ea00f8cf3b2aed6096309"
        }
      },
      "receipt_sha256": "d1f9eea175d4794b6b98060965d0705a036c12e8fb8c383e8bc8b8cf17f72965"
    },
    {
      "storm_id": "222158",
      "lat": 41.5042,
      "lon": -92.6708,
      "motion_east": 8.2,
      "motion_south": -6.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 663.0,
      "ebshear": 36.0,
      "srh01": 189.0,
      "maxllaz": 0.003,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 189.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.5868
        },
        {
          "name": "alignment",
          "value": 5.6109
        },
        {
          "name": "tau",
          "value": 0.9449
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4674
      },
      "coherence_score": 0.9449074268341064,
      "coherence_diagnostics": {
        "tau": 0.9449074268341064,
        "grad_tau": 0.12941910326480865,
        "torsion": 0.0,
        "alignment": 5.610856056213379,
        "S_field": 0.2963956594467163,
        "Gamma_field": 0.17870484292507172,
        "S_over_Gamma": 1.658576488494873,
        "Da": 11.450210571289062,
        "E_coh": 0.5332912802696228,
        "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": [
          [
            [
              -92.65,
              41.59
            ],
            [
              -92.62,
              41.59
            ],
            [
              -92.59,
              41.56
            ],
            [
              -92.59,
              41.49
            ],
            [
              -92.61,
              41.47
            ],
            [
              -92.66,
              41.45
            ],
            [
              -92.71,
              41.4
            ],
            [
              -92.74,
              41.4
            ],
            [
              -92.76,
              41.44
            ],
            [
              -92.76,
              41.51
            ],
            [
              -92.71,
              41.56
            ],
            [
              -92.65,
              41.59
            ]
          ]
        ]
      },
      "raw_probability": 0.4674,
      "confidence_lo": 0.0066,
      "confidence_hi": 0.0067,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "9e7b7e9973bb450ceacd461c92c8a99e949638f19ec5476b8fa93656be93f8bd",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.4674,
        "probability": 0.006694,
        "confidence_lo": 0.006588,
        "confidence_hi": 0.006694,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "288a23d653b81fad2c38f0d2a275fded320ffd39cc57fb60589ed8212bf3300c",
        "signature": {
          "alg": "ed25519",
          "sig": "b403b59ebf10c4a1b16c43f397d885753dae3e9b5872ca555836b5b689e5fd8fa6955caab1dc502beec2184fc122ff2e335fe911d4519787f7569146af404e02"
        }
      },
      "receipt_sha256": "288a23d653b81fad2c38f0d2a275fded320ffd39cc57fb60589ed8212bf3300c"
    },
    {
      "storm_id": "222680",
      "lat": 41.0864,
      "lon": -92.5864,
      "motion_east": 7.9,
      "motion_south": -6.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 263.0,
      "ebshear": 33.0,
      "srh01": 194.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 194.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.5868
        },
        {
          "name": "alignment",
          "value": 5.6109
        },
        {
          "name": "tau",
          "value": 0.9449
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4614
      },
      "coherence_score": 0.9449074268341064,
      "coherence_diagnostics": {
        "tau": 0.9449074268341064,
        "grad_tau": 0.12941910326480865,
        "torsion": 0.0,
        "alignment": 5.610856056213379,
        "S_field": 0.2963956594467163,
        "Gamma_field": 0.17870484292507172,
        "S_over_Gamma": 1.658576488494873,
        "Da": 11.450210571289062,
        "E_coh": 0.5332912802696228,
        "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": [
          [
            [
              -92.69,
              41.16
            ],
            [
              -92.6,
              41.16
            ],
            [
              -92.58,
              41.15
            ],
            [
              -92.58,
              41.13
            ],
            [
              -92.56,
              41.11
            ],
            [
              -92.54,
              41.11
            ],
            [
              -92.53,
              41.12
            ],
            [
              -92.47,
              41.11
            ],
            [
              -92.46,
              41.1
            ],
            [
              -92.46,
              41.05
            ],
            [
              -92.49,
              41.03
            ],
            [
              -92.55,
              41.06
            ],
            [
              -92.57,
              41.04
            ],
            [
              -92.58,
              41.04
            ],
            [
              -92.6,
              41.01
            ],
            [
              -92.62,
              41.01
            ],
            [
              -92.63,
              41.02
            ],
            [
              -92.63,
              41.04
            ],
            [
              -92.65,
              41.06
            ],
            [
              -92.71,
              41.09
            ],
            [
              -92.71,
              41.14
            ],
            [
              -92.69,
              41.16
            ]
          ]
        ]
      },
      "raw_probability": 0.4614,
      "confidence_lo": 0.0066,
      "confidence_hi": 0.0067,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "c802469b39732530e8072d94567faf98ee5ee8832c21d9f6a3c2ffeb50c68473",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.4614,
        "probability": 0.006694,
        "confidence_lo": 0.006588,
        "confidence_hi": 0.006694,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f5a86b110bf3ecc11a590f65e20a1e066f332b943feab11f6b1f641c309e276d",
        "signature": {
          "alg": "ed25519",
          "sig": "0da7aabbe17587dcf810a3cbc3376dd880eecf12cc1e6fcb5aaacd653601ae32bef6357ffb9e93282a9331173f89d43f1ff771a76314bd0c57a20245cbc52600"
        }
      },
      "receipt_sha256": "f5a86b110bf3ecc11a590f65e20a1e066f332b943feab11f6b1f641c309e276d"
    },
    {
      "storm_id": "222844",
      "lat": 38.7771,
      "lon": -93.3014,
      "motion_east": 9.3,
      "motion_south": -1.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1518.0,
      "ebshear": 26.0,
      "srh01": 104.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 104.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.7118
        },
        {
          "name": "alignment",
          "value": 7.1166
        },
        {
          "name": "tau",
          "value": 0.7626
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4566
      },
      "coherence_score": 0.7625819444656372,
      "coherence_diagnostics": {
        "tau": 0.7625819444656372,
        "grad_tau": 0.1032589003443718,
        "torsion": 0.0,
        "alignment": 7.116613388061523,
        "S_field": 0.4018917977809906,
        "Gamma_field": 0.1620381623506546,
        "S_over_Gamma": 2.480229377746582,
        "Da": 9.564698219299316,
        "E_coh": 0.6069522500038147,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.33,
              38.85
            ],
            [
              -93.27,
              38.85
            ],
            [
              -93.26,
              38.83
            ],
            [
              -93.26,
              38.81
            ],
            [
              -93.25,
              38.8
            ],
            [
              -93.26,
              38.7
            ],
            [
              -93.29,
              38.72
            ],
            [
              -93.31,
              38.72
            ],
            [
              -93.32,
              38.71
            ],
            [
              -93.33,
              38.72
            ],
            [
              -93.33,
              38.74
            ],
            [
              -93.34,
              38.75
            ],
            [
              -93.34,
              38.83
            ],
            [
              -93.33,
              38.85
            ]
          ]
        ]
      },
      "raw_probability": 0.4566,
      "confidence_lo": 0.0066,
      "confidence_hi": 0.0067,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "525b994ce19266e10ace6323562c1f1b70d054b9d080820b25ff08cc86548096",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.4566,
        "probability": 0.006694,
        "confidence_lo": 0.006588,
        "confidence_hi": 0.006694,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bad43c2023f0e4c28187f824e2ba70b84d038f56e946f6d5ed55d55f2f56926f",
        "signature": {
          "alg": "ed25519",
          "sig": "774d112ebfcf1151d93a11cd652b8471a0fe775f20fe2c73b6ce0bb6b26cedfd13b200e482180bdf8d27567c32f487450b0f734ab1f2f019d260815c5512dd07"
        }
      },
      "receipt_sha256": "bad43c2023f0e4c28187f824e2ba70b84d038f56e946f6d5ed55d55f2f56926f"
    },
    {
      "storm_id": "222841",
      "lat": 42.2136,
      "lon": -92.0736,
      "motion_east": 4.4,
      "motion_south": -4.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 458.0,
      "ebshear": 21.0,
      "srh01": 198.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 198.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.8368
        },
        {
          "name": "alignment",
          "value": -8.8856
        },
        {
          "name": "tau",
          "value": 0.9369
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4379
      },
      "coherence_score": 0.9369478225708008,
      "coherence_diagnostics": {
        "tau": 0.9369478225708008,
        "grad_tau": 0.10695072263479233,
        "torsion": 0.0,
        "alignment": -8.8856201171875,
        "S_field": 0.4270412027835846,
        "Gamma_field": 0.43203818798065186,
        "S_over_Gamma": 0.9884338974952698,
        "Da": 29.40249252319336,
        "E_coh": 0.2929818332195282,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.1,
              42.26
            ],
            [
              -92.05,
              42.26
            ],
            [
              -92.03,
              42.24
            ],
            [
              -92.03,
              42.2
            ],
            [
              -92.02,
              42.19
            ],
            [
              -92.02,
              42.17
            ],
            [
              -92.03,
              42.16
            ],
            [
              -92.08,
              42.16
            ],
            [
              -92.11,
              42.19
            ],
            [
              -92.11,
              42.21
            ],
            [
              -92.12,
              42.22
            ],
            [
              -92.11,
              42.23
            ],
            [
              -92.12,
              42.24
            ],
            [
              -92.1,
              42.26
            ]
          ]
        ]
      },
      "raw_probability": 0.4379,
      "confidence_lo": 0.0066,
      "confidence_hi": 0.0067,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "00b1b81bd34979a85f1125eb712d581bb7ce9f82ab890d38495d02848a082e50",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.4379,
        "probability": 0.006694,
        "confidence_lo": 0.006588,
        "confidence_hi": 0.006694,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "00c3de55466e557b40ae3dab26f6173307806d0301e475946fe2d8951c3c4895",
        "signature": {
          "alg": "ed25519",
          "sig": "cc7d8c3e46c0d85ae81291d431c7b037fd1e8d3e371d69074491437a3c3fb359044ffd1037aa581eb484c8ec1680a09b2006d96269e9be96ac8a6442885b6600"
        }
      },
      "receipt_sha256": "00c3de55466e557b40ae3dab26f6173307806d0301e475946fe2d8951c3c4895"
    },
    {
      "storm_id": "222379",
      "lat": 42.3819,
      "lon": -92.0812,
      "motion_east": 4.3,
      "motion_south": -4.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0043,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 430.0,
      "ebshear": 22.0,
      "srh01": 172.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 172.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.0868
        },
        {
          "name": "alignment",
          "value": -12.006
        },
        {
          "name": "tau",
          "value": 0.854
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3846
      },
      "coherence_score": 0.8540415167808533,
      "coherence_diagnostics": {
        "tau": 0.8540415167808533,
        "grad_tau": 0.16997531056404114,
        "torsion": 0.0,
        "alignment": -12.006011009216309,
        "S_field": 0.41946306824684143,
        "Gamma_field": 0.3770381808280945,
        "S_over_Gamma": 1.1125214099884033,
        "Da": 25.512311935424805,
        "E_coh": 0.40677183866500854,
        "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": [
          [
            [
              -92.2,
              42.43
            ],
            [
              -92.13,
              42.43
            ],
            [
              -92.12,
              42.42
            ],
            [
              -92.03,
              42.42
            ],
            [
              -92.0,
              42.4
            ],
            [
              -91.96,
              42.39
            ],
            [
              -91.96,
              42.38
            ],
            [
              -91.94,
              42.37
            ],
            [
              -91.94,
              42.34
            ],
            [
              -91.97,
              42.32
            ],
            [
              -92.13,
              42.32
            ],
            [
              -92.14,
              42.33
            ],
            [
              -92.16,
              42.33
            ],
            [
              -92.21,
              42.38
            ],
            [
              -92.21,
              42.42
            ],
            [
              -92.2,
              42.43
            ]
          ]
        ]
      },
      "raw_probability": 0.3846,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "51168afa8baae8b5575b48c699a823d7ddc02cfbdea4829c10c954ccfa748e2f",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.3846,
        "probability": 0.004273,
        "confidence_lo": 0.003209,
        "confidence_hi": 0.004278,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "90c23db0648784d41523d0cfa99104b4ec78a34005590180cea4869a66ef8cd8",
        "signature": {
          "alg": "ed25519",
          "sig": "d8fa19f87467a57f3e0e4f19ecf2b0752c66e414e45691627abf39e54522bfc5b06da8fe9e85b86d9d806741f1eafcb987055f48cfaba18580af8d8921f6f801"
        }
      },
      "receipt_sha256": "90c23db0648784d41523d0cfa99104b4ec78a34005590180cea4869a66ef8cd8"
    },
    {
      "storm_id": "222843",
      "lat": 39.5138,
      "lon": -93.6688,
      "motion_east": 8.4,
      "motion_south": 3.5,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 833.0,
      "ebshear": 28.0,
      "srh01": 202.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 202.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.5868
        },
        {
          "name": "alignment",
          "value": 5.0247
        },
        {
          "name": "tau",
          "value": 0.7747
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3767
      },
      "coherence_score": 0.7746516466140747,
      "coherence_diagnostics": {
        "tau": 0.7746516466140747,
        "grad_tau": 0.041998423635959625,
        "torsion": 0.0,
        "alignment": 5.024743556976318,
        "S_field": 0.28895023465156555,
        "Gamma_field": 0.15703816711902618,
        "S_over_Gamma": 1.840000033378601,
        "Da": 9.462555885314941,
        "E_coh": 0.5911533832550049,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.69,
              39.55
            ],
            [
              -93.66,
              39.55
            ],
            [
              -93.62,
              39.52
            ],
            [
              -93.63,
              39.46
            ],
            [
              -93.65,
              39.45
            ],
            [
              -93.7,
              39.49
            ],
            [
              -93.71,
              39.54
            ],
            [
              -93.69,
              39.55
            ]
          ]
        ]
      },
      "raw_probability": 0.3767,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "5aadc6621492f57d80f51d46c8c41242a44c96573573f03931bc2dec057d24fb",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.3767,
        "probability": 0.003259,
        "confidence_lo": 0.00312,
        "confidence_hi": 0.003259,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "87bf0ebc85bdb11ddbf3001e049b7fae23c31d32e1d07395c85c82a751d49719",
        "signature": {
          "alg": "ed25519",
          "sig": "46575d1de85f76e7c7fcc16134e29d0a340681c06ec41204014ccc840aa8194990d593626ad521054a174e9f41fb6fea6b2d545018d0a15141bdc8712884f80d"
        }
      },
      "receipt_sha256": "87bf0ebc85bdb11ddbf3001e049b7fae23c31d32e1d07395c85c82a751d49719"
    },
    {
      "storm_id": "222778",
      "lat": 38.762,
      "lon": -92.997,
      "motion_east": 8.1,
      "motion_south": -3.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1247.0,
      "ebshear": 32.0,
      "srh01": 104.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 104.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.9618
        },
        {
          "name": "alignment",
          "value": -12.5679
        },
        {
          "name": "tau",
          "value": 0.7229
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3739
      },
      "coherence_score": 0.7228965759277344,
      "coherence_diagnostics": {
        "tau": 0.7228965759277344,
        "grad_tau": 0.1149849072098732,
        "torsion": 0.0,
        "alignment": -12.567872047424316,
        "S_field": 0.1549869179725647,
        "Gamma_field": 0.17287150025367737,
        "S_over_Gamma": 0.8965440392494202,
        "Da": 9.339202880859375,
        "E_coh": 0.37004542350769043,
        "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": [
          [
            [
              -93.02,
              38.82
            ],
            [
              -92.97,
              38.82
            ],
            [
              -92.94,
              38.77
            ],
            [
              -92.94,
              38.73
            ],
            [
              -92.97,
              38.69
            ],
            [
              -93.01,
              38.69
            ],
            [
              -93.04,
              38.73
            ],
            [
              -93.03,
              38.74
            ],
            [
              -93.03,
              38.81
            ],
            [
              -93.02,
              38.82
            ]
          ]
        ]
      },
      "raw_probability": 0.3739,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "cd5ebcdbf2fdea3dee01183ed482c6c7828fcdf5741244895c7447fa7963c371",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.3739,
        "probability": 0.003253,
        "confidence_lo": 0.00312,
        "confidence_hi": 0.003254,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c4582fad1d34066102f152897d9658a02c6136392c11c8171d811e019720de86",
        "signature": {
          "alg": "ed25519",
          "sig": "3d656ca40e37bd7c3d5f7508f327b6dd3b3da700391984d6b24f60a5cb62b15431cfcc45e39fb5f532e0850a58b9078cea13aa82eaf869d52470c8fe26931107"
        }
      },
      "receipt_sha256": "c4582fad1d34066102f152897d9658a02c6136392c11c8171d811e019720de86"
    },
    {
      "storm_id": "222780",
      "lat": 37.9227,
      "lon": -95.1236,
      "motion_east": 12.2,
      "motion_south": 5.9,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1567.0,
      "ebshear": 38.0,
      "srh01": 181.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 181.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.2118
        },
        {
          "name": "alignment",
          "value": 9.263
        },
        {
          "name": "tau",
          "value": 0.392
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3732
      },
      "coherence_score": 0.3920392692089081,
      "coherence_diagnostics": {
        "tau": 0.3920392692089081,
        "grad_tau": 0.08115089684724808,
        "torsion": 0.0,
        "alignment": 9.263032913208008,
        "S_field": 0.31443536281585693,
        "Gamma_field": 1.2770380973815918,
        "S_over_Gamma": 0.2462223768234253,
        "Da": 82.30973052978516,
        "E_coh": 0.23511210083961487,
        "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": [
          [
            [
              -95.13,
              37.96
            ],
            [
              -95.09,
              37.94
            ],
            [
              -95.09,
              37.92
            ],
            [
              -95.08,
              37.91
            ],
            [
              -95.08,
              37.87
            ],
            [
              -95.13,
              37.87
            ],
            [
              -95.16,
              37.89
            ],
            [
              -95.16,
              37.93
            ],
            [
              -95.17,
              37.95
            ],
            [
              -95.14,
              37.95
            ],
            [
              -95.13,
              37.96
            ]
          ]
        ]
      },
      "raw_probability": 0.3732,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "5d576f745a81ba3dd675a631131739db81e5c6b8d2fbcf9fa4b5fd566c8112bf",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.3732,
        "probability": 0.003253,
        "confidence_lo": 0.00312,
        "confidence_hi": 0.003254,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2ab7d3ab5bc4741a3c75adcd2b2acfd65e5fc18f37fc13e907b5e98fbea5171d",
        "signature": {
          "alg": "ed25519",
          "sig": "4ff8d7384a68f04c8bdacd547f7aa7d655208cd26a90c1bc89b64fe43d8cc16f8e7295c56e05a4d08924d3a8a29f38913e6ac98faf3c5b7c865dc6a8907a8704"
        }
      },
      "receipt_sha256": "2ab7d3ab5bc4741a3c75adcd2b2acfd65e5fc18f37fc13e907b5e98fbea5171d"
    },
    {
      "storm_id": "222717",
      "lat": 43.1268,
      "lon": -92.9427,
      "motion_east": 3.8,
      "motion_south": -4.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 511.0,
      "ebshear": 21.0,
      "srh01": 132.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 132.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.5868
        },
        {
          "name": "alignment",
          "value": -7.0481
        },
        {
          "name": "tau",
          "value": 0.8581
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3674
      },
      "coherence_score": 0.8581390380859375,
      "coherence_diagnostics": {
        "tau": 0.8581390380859375,
        "grad_tau": 0.13710463047027588,
        "torsion": 0.0,
        "alignment": -7.0480804443359375,
        "S_field": 0.42386195063591003,
        "Gamma_field": 0.15870483219623566,
        "S_over_Gamma": 2.6707563400268555,
        "Da": 10.2665433883667,
        "E_coh": 0.7053197026252747,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.08,
              43.23
            ],
            [
              -93.05,
              43.23
            ],
            [
              -92.95,
              43.15
            ],
            [
              -92.93,
              43.15
            ],
            [
              -92.9,
              43.13
            ],
            [
              -92.85,
              43.13
            ],
            [
              -92.84,
              43.12
            ],
            [
              -92.82,
              43.12
            ],
            [
              -92.8,
              43.1
            ],
            [
              -92.8,
              43.05
            ],
            [
              -92.82,
              43.04
            ],
            [
              -92.86,
              43.04
            ],
            [
              -92.87,
              43.05
            ],
            [
              -92.89,
              43.05
            ],
            [
              -92.93,
              43.07
            ],
            [
              -92.96,
              43.1
            ],
            [
              -93.01,
              43.12
            ],
            [
              -93.03,
              43.14
            ],
            [
              -93.07,
              43.15
            ],
            [
              -93.1,
              43.18
            ],
            [
              -93.1,
              43.21
            ],
            [
              -93.08,
              43.23
            ]
          ]
        ]
      },
      "raw_probability": 0.3674,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "06b7c07cefcee7f53d5376a857cbf0ac523e1c3c66db61d076c7b49393ff81b7",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.3674,
        "probability": 0.003217,
        "confidence_lo": 0.00312,
        "confidence_hi": 0.003217,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "53cba9c3a78b36d11f2f227b30ecfb0c384fa14e5382ba3b7d96e95f5b8721f6",
        "signature": {
          "alg": "ed25519",
          "sig": "42f6d9bd8c9c7e4b30a4e3c83a96de4ae49d7a62256143cb98681945001af1c525f2e19f8d7e1affb8acf51f323b01269904d240749123fda31c5947ca4fdd00"
        }
      },
      "receipt_sha256": "53cba9c3a78b36d11f2f227b30ecfb0c384fa14e5382ba3b7d96e95f5b8721f6"
    },
    {
      "storm_id": "222839",
      "lat": 42.6043,
      "lon": -92.18,
      "motion_east": 4.2,
      "motion_south": -4.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 810.0,
      "ebshear": 17.0,
      "srh01": 161.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 161.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.8368
        },
        {
          "name": "alignment",
          "value": -8.7595
        },
        {
          "name": "tau",
          "value": 0.9576
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3591
      },
      "coherence_score": 0.95757657289505,
      "coherence_diagnostics": {
        "tau": 0.95757657289505,
        "grad_tau": 0.09546227008104324,
        "torsion": 0.0,
        "alignment": -8.759528160095215,
        "S_field": 0.40388965606689453,
        "Gamma_field": 0.23037149012088776,
        "S_over_Gamma": 1.753210186958313,
        "Da": 14.742110252380371,
        "E_coh": 0.27676066756248474,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.21,
              42.63
            ],
            [
              -92.17,
              42.63
            ],
            [
              -92.15,
              42.62
            ],
            [
              -92.15,
              42.58
            ],
            [
              -92.16,
              42.57
            ],
            [
              -92.21,
              42.57
            ],
            [
              -92.21,
              42.63
            ]
          ]
        ]
      },
      "raw_probability": 0.3591,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "e3db0527c750dbebf0211e01e8f7ad144728c1e8565134eeaf1bbceb7db1b9e1",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.3591,
        "probability": 0.003217,
        "confidence_lo": 0.00312,
        "confidence_hi": 0.003217,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2ae41fc5383bebcd4724e857c3a5c42625e0ed0ce8aa7b7a9d6a473b45b3083d",
        "signature": {
          "alg": "ed25519",
          "sig": "87e302b14ff734477bb1f82cffde65a6d2e4c9836c0239911ed5e01bbd8b0643bc1c85cd0314c0ceb2460947f37410e8eab7f384c2693b3646fab4bb63d2f407"
        }
      },
      "receipt_sha256": "2ae41fc5383bebcd4724e857c3a5c42625e0ed0ce8aa7b7a9d6a473b45b3083d"
    },
    {
      "storm_id": "222821",
      "lat": 39.055,
      "lon": -94.554,
      "motion_east": 13.1,
      "motion_south": 6.4,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1856.0,
      "ebshear": 32.0,
      "srh01": 156.0,
      "maxllaz": 0.007,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 156.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.2118
        },
        {
          "name": "alignment",
          "value": 4.4517
        },
        {
          "name": "tau",
          "value": 0.5165
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3439
      },
      "coherence_score": 0.516501784324646,
      "coherence_diagnostics": {
        "tau": 0.516501784324646,
        "grad_tau": 0.1705745905637741,
        "torsion": 0.0,
        "alignment": 4.451689720153809,
        "S_field": 0.32936447858810425,
        "Gamma_field": 1.5312048196792603,
        "S_over_Gamma": 0.21510151028633118,
        "Da": 95.28873443603516,
        "E_coh": 0.12023017555475235,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.57,
              39.11
            ],
            [
              -94.54,
              39.11
            ],
            [
              -94.51,
              39.08
            ],
            [
              -94.51,
              39.01
            ],
            [
              -94.52,
              39.0
            ],
            [
              -94.56,
              39.0
            ],
            [
              -94.58,
              39.01
            ],
            [
              -94.59,
              39.03
            ],
            [
              -94.59,
              39.09
            ],
            [
              -94.57,
              39.11
            ]
          ]
        ]
      },
      "raw_probability": 0.3439,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "d0ef25d5d7aaf22f7f0008942367a2ade12362426dbb720f2321893d7f1f9256",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.3439,
        "probability": 0.003217,
        "confidence_lo": 0.00312,
        "confidence_hi": 0.003217,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "328ceb4123fe7259917c9212bb1b99d1a67c3ef1a8359df1fbc3e0fd18655e8c",
        "signature": {
          "alg": "ed25519",
          "sig": "6b5b533d0aa32d188b56dc52b5bbedf597c1d5d81f558a2d223881c25c944f35b954c8219273db88060a941e0c7815d972833e65a0d176e06f64422211c11706"
        }
      },
      "receipt_sha256": "328ceb4123fe7259917c9212bb1b99d1a67c3ef1a8359df1fbc3e0fd18655e8c"
    },
    {
      "storm_id": "222367",
      "lat": 38.3442,
      "lon": -92.2396,
      "motion_east": 8.1,
      "motion_south": -5.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 392.0,
      "ebshear": 26.0,
      "srh01": 155.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 155.0
        },
        {
          "name": "hrrr_pwat",
          "value": 63.7118
        },
        {
          "name": "alignment",
          "value": 7.2825
        },
        {
          "name": "tau",
          "value": 0.8075
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3128
      },
      "coherence_score": 0.8075291514396667,
      "coherence_diagnostics": {
        "tau": 0.8075291514396667,
        "grad_tau": 0.08413761109113693,
        "torsion": 0.0,
        "alignment": 7.2824931144714355,
        "S_field": 0.5688551664352417,
        "Gamma_field": 0.8337048888206482,
        "S_over_Gamma": 0.6823219656944275,
        "Da": 46.36944580078125,
        "E_coh": 0.46569305658340454,
        "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": [
          [
            [
              -92.28,
              38.52
            ],
            [
              -92.21,
              38.52
            ],
            [
              -92.19,
              38.48
            ],
            [
              -92.19,
              38.42
            ],
            [
              -92.21,
              38.39
            ],
            [
              -92.21,
              38.36
            ],
            [
              -92.23,
              38.32
            ],
            [
              -92.22,
              38.3
            ],
            [
              -92.19,
              38.27
            ],
            [
              -92.18,
              38.27
            ],
            [
              -92.18,
              38.22
            ],
            [
              -92.22,
              38.19
            ],
            [
              -92.25,
              38.19
            ],
            [
              -92.26,
              38.2
            ],
            [
              -92.23,
              38.24
            ],
            [
              -92.23,
              38.27
            ],
            [
              -92.25,
              38.3
            ],
            [
              -92.28,
              38.31
            ],
            [
              -92.28,
              38.33
            ],
            [
              -92.29,
              38.34
            ],
            [
              -92.29,
              38.4
            ],
            [
              -92.3,
              38.41
            ],
            [
              -92.3,
              38.49
            ],
            [
              -92.28,
              38.52
            ]
          ]
        ]
      },
      "raw_probability": 0.3128,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "56e810cd58c8aa5a7f95a438d58fa0c60ab5dba0da056eae28bae20975f67b89",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.3128,
        "probability": 0.003217,
        "confidence_lo": 0.00312,
        "confidence_hi": 0.003217,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8cae63f7209cf9b660d95bc798bd2d768a545a2b4504a4536eda4555ac7c8a9b",
        "signature": {
          "alg": "ed25519",
          "sig": "db55b337c2c22ae865f4639fa56f4badd8f9ce322639aa4c6ff0623ecb1345e1ed5cc4d5953ef0dbe660f2fa57616c9837672b0a944ace5d385694f066616a0b"
        }
      },
      "receipt_sha256": "8cae63f7209cf9b660d95bc798bd2d768a545a2b4504a4536eda4555ac7c8a9b"
    },
    {
      "storm_id": "222825",
      "lat": 38.4506,
      "lon": -96.0128,
      "motion_east": 6.3,
      "motion_south": 2.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1685.0,
      "ebshear": 43.0,
      "srh01": 298.0,
      "maxllaz": 0.005,
      "mesh": 0.17,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 298.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.0868
        },
        {
          "name": "alignment",
          "value": 3.2429
        },
        {
          "name": "tau",
          "value": 0.3962
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2979
      },
      "coherence_score": 0.39622482657432556,
      "coherence_diagnostics": {
        "tau": 0.39622482657432556,
        "grad_tau": 0.06060422956943512,
        "torsion": 0.0,
        "alignment": 3.242887258529663,
        "S_field": 0.5702681541442871,
        "Gamma_field": 1.522871494293213,
        "S_over_Gamma": 0.37446898221969604,
        "Da": 88.25655364990234,
        "E_coh": 0.6125337481498718,
        "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": [
          [
            [
              -95.99,
              38.54
            ],
            [
              -95.97,
              38.54
            ],
            [
              -95.95,
              38.52
            ],
            [
              -95.95,
              38.5
            ],
            [
              -95.94,
              38.49
            ],
            [
              -95.95,
              38.47
            ],
            [
              -96.01,
              38.42
            ],
            [
              -96.01,
              38.39
            ],
            [
              -96.0,
              38.38
            ],
            [
              -96.01,
              38.36
            ],
            [
              -96.08,
              38.36
            ],
            [
              -96.09,
              38.37
            ],
            [
              -96.08,
              38.39
            ],
            [
              -96.08,
              38.43
            ],
            [
              -96.07,
              38.43
            ],
            [
              -96.03,
              38.47
            ],
            [
              -96.03,
              38.51
            ],
            [
              -95.99,
              38.54
            ]
          ]
        ]
      },
      "raw_probability": 0.2979,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "eb9dc4056118806aa755c90c06c3afc12126edcfceab00d18fc456b24c56a99d",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.2979,
        "probability": 0.003217,
        "confidence_lo": 0.00312,
        "confidence_hi": 0.003217,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cf70479b8274e3217d4c66668223e89d82b8fa47f17d566fc28d44f4d1d634db",
        "signature": {
          "alg": "ed25519",
          "sig": "7b1ab9ce2e3240b025801ebc916cabec30b63a8367e8ade49d8cba7db2f3554e58736aa71ebfc3e1e9369f40902408d1fc35017e9d588ee9aaa9a701e1c5f604"
        }
      },
      "receipt_sha256": "cf70479b8274e3217d4c66668223e89d82b8fa47f17d566fc28d44f4d1d634db"
    },
    {
      "storm_id": "222683",
      "lat": 38.9633,
      "lon": -93.0833,
      "motion_east": 6.0,
      "motion_south": 0.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1238.0,
      "ebshear": 29.0,
      "srh01": 112.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 112.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.7118
        },
        {
          "name": "alignment",
          "value": 7.1166
        },
        {
          "name": "tau",
          "value": 0.7626
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2901
      },
      "coherence_score": 0.7625819444656372,
      "coherence_diagnostics": {
        "tau": 0.7625819444656372,
        "grad_tau": 0.1032589003443718,
        "torsion": 0.0,
        "alignment": 7.116613388061523,
        "S_field": 0.4018917977809906,
        "Gamma_field": 0.1620381623506546,
        "S_over_Gamma": 2.480229377746582,
        "Da": 9.564698219299316,
        "E_coh": 0.6069522500038147,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.1,
              38.99
            ],
            [
              -93.06,
              38.99
            ],
            [
              -93.05,
              38.98
            ],
            [
              -93.05,
              38.95
            ],
            [
              -93.07,
              38.93
            ],
            [
              -93.1,
              38.93
            ],
            [
              -93.11,
              38.94
            ],
            [
              -93.11,
              38.97
            ],
            [
              -93.1,
              38.99
            ]
          ]
        ]
      },
      "raw_probability": 0.2901,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "731f37864b220a0091044be3b561eba36c6fe114a79c7f8b3e5158cbe507ada1",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.2901,
        "probability": 0.003124,
        "confidence_lo": 0.002223,
        "confidence_hi": 0.003126,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cf883b1e0b79f01c790f7f8bb4c9fe7085b3e52f0daf63b2c5b255b763f04ab0",
        "signature": {
          "alg": "ed25519",
          "sig": "65a80026c71bd1a9d67592c91a17063a43b55284fea2c3ab8d017e7d5e052169b8b6e52dc9ce4850a11a79cb4686b14f077efea063b9099f9fb7d00d3fd6dd08"
        }
      },
      "receipt_sha256": "cf883b1e0b79f01c790f7f8bb4c9fe7085b3e52f0daf63b2c5b255b763f04ab0"
    },
    {
      "storm_id": "222577",
      "lat": 30.8556,
      "lon": -79.0056,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0025,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2944.0,
      "ebshear": 17.0,
      "srh01": 4.0,
      "maxllaz": 0.002,
      "mesh": 0.48,
      "flash_rate": 11.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.0868
        },
        {
          "name": "alignment",
          "value": -4.4917
        },
        {
          "name": "tau",
          "value": 1.8378
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2875
      },
      "coherence_score": 1.837789535522461,
      "coherence_diagnostics": {
        "tau": 1.837789535522461,
        "grad_tau": 0.46996405720710754,
        "torsion": 0.0,
        "alignment": -4.491668224334717,
        "S_field": 1.1396477222442627,
        "Gamma_field": 0.19037149846553802,
        "S_over_Gamma": 5.986440658569336,
        "Da": 12.592044830322266,
        "E_coh": 0.8289440274238586,
        "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": [
          [
            [
              -79.03,
              30.89
            ],
            [
              -78.98,
              30.89
            ],
            [
              -78.97,
              30.88
            ],
            [
              -78.97,
              30.82
            ],
            [
              -78.98,
              30.81
            ],
            [
              -79.01,
              30.81
            ],
            [
              -79.04,
              30.83
            ],
            [
              -79.04,
              30.88
            ],
            [
              -79.03,
              30.89
            ]
          ]
        ]
      },
      "raw_probability": 0.2875,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0025,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "096358833c4923d0c3a162bd34d67461c5d6781e6f21fb0f2f3dac824debbc9b",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.2875,
        "probability": 0.00246,
        "confidence_lo": 0.002223,
        "confidence_hi": 0.00246,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d588f2615a0791c51aed36b0ad09c413833e9029e58e0428e7443594a7aa66b5",
        "signature": {
          "alg": "ed25519",
          "sig": "c66dbfd440e9fb483097492a4feb2bfe9827a0eaab8c94b439cc5e71cbf26af4c133dc84e39f3e83833aa9eca9689ac35e88be713ebe50cdce11283597259001"
        }
      },
      "receipt_sha256": "d588f2615a0791c51aed36b0ad09c413833e9029e58e0428e7443594a7aa66b5"
    },
    {
      "storm_id": "222420",
      "lat": 39.3495,
      "lon": -92.232,
      "motion_east": 6.5,
      "motion_south": -3.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0025,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 655.0,
      "ebshear": 31.0,
      "srh01": 149.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 149.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.9618
        },
        {
          "name": "alignment",
          "value": -12.5679
        },
        {
          "name": "tau",
          "value": 0.7229
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2762
      },
      "coherence_score": 0.7228965759277344,
      "coherence_diagnostics": {
        "tau": 0.7228965759277344,
        "grad_tau": 0.1149849072098732,
        "torsion": 0.0,
        "alignment": -12.567872047424316,
        "S_field": 0.1549869179725647,
        "Gamma_field": 0.17287150025367737,
        "S_over_Gamma": 0.8965440392494202,
        "Da": 9.339202880859375,
        "E_coh": 0.37004542350769043,
        "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": [
          [
            [
              -92.19,
              39.42
            ],
            [
              -92.17,
              39.42
            ],
            [
              -92.16,
              39.41
            ],
            [
              -92.18,
              39.37
            ],
            [
              -92.18,
              39.35
            ],
            [
              -92.21,
              39.31
            ],
            [
              -92.23,
              39.25
            ],
            [
              -92.24,
              39.24
            ],
            [
              -92.28,
              39.24
            ],
            [
              -92.29,
              39.26
            ],
            [
              -92.29,
              39.3
            ],
            [
              -92.27,
              39.33
            ],
            [
              -92.28,
              39.34
            ],
            [
              -92.27,
              39.35
            ],
            [
              -92.27,
              39.37
            ],
            [
              -92.26,
              39.39
            ],
            [
              -92.24,
              39.4
            ],
            [
              -92.24,
              39.41
            ],
            [
              -92.2,
              39.41
            ],
            [
              -92.19,
              39.42
            ]
          ]
        ]
      },
      "raw_probability": 0.2762,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0025,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "df14bf8ec278f061c41f7713902406faeea9cb799075cdfc942f223e47d02b5f",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.2762,
        "probability": 0.00246,
        "confidence_lo": 0.002223,
        "confidence_hi": 0.00246,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bc6e3cff8ae8d4fa3f47c6fa5ec370be495bb9a566b3d442955da792fd70016f",
        "signature": {
          "alg": "ed25519",
          "sig": "aee066f50f49459544cdb7db1500692c915c2fd2328ff7b117e48fbeee3e43512c6e5012576e8bf7cf283ee1574349699c27e125bdb4e01da029ce27897a6c08"
        }
      },
      "receipt_sha256": "bc6e3cff8ae8d4fa3f47c6fa5ec370be495bb9a566b3d442955da792fd70016f"
    },
    {
      "storm_id": "222085",
      "lat": 42.5711,
      "lon": -91.7284,
      "motion_east": 4.1,
      "motion_south": -3.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0025,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 105.0,
      "ebshear": 15.0,
      "srh01": 123.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 123.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.0868
        },
        {
          "name": "alignment",
          "value": -12.006
        },
        {
          "name": "tau",
          "value": 0.854
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2735
      },
      "coherence_score": 0.8540415167808533,
      "coherence_diagnostics": {
        "tau": 0.8540415167808533,
        "grad_tau": 0.16997531056404114,
        "torsion": 0.0,
        "alignment": -12.006011009216309,
        "S_field": 0.41946306824684143,
        "Gamma_field": 0.3770381808280945,
        "S_over_Gamma": 1.1125214099884033,
        "Da": 25.512311935424805,
        "E_coh": 0.40677183866500854,
        "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": [
          [
            [
              -91.75,
              42.61
            ],
            [
              -91.68,
              42.61
            ],
            [
              -91.67,
              42.6
            ],
            [
              -91.64,
              42.6
            ],
            [
              -91.62,
              42.59
            ],
            [
              -91.61,
              42.58
            ],
            [
              -91.62,
              42.57
            ],
            [
              -91.62,
              42.54
            ],
            [
              -91.64,
              42.52
            ],
            [
              -91.74,
              42.52
            ],
            [
              -91.75,
              42.51
            ],
            [
              -91.83,
              42.51
            ],
            [
              -91.86,
              42.54
            ],
            [
              -91.86,
              42.56
            ],
            [
              -91.83,
              42.59
            ],
            [
              -91.81,
              42.59
            ],
            [
              -91.8,
              42.6
            ],
            [
              -91.76,
              42.6
            ],
            [
              -91.75,
              42.61
            ]
          ]
        ]
      },
      "raw_probability": 0.2735,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0025,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "ef84f815965e4d4ae3a8fe3853c17f97530106adda05468db3f6aa258f63bd76",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.2735,
        "probability": 0.00246,
        "confidence_lo": 0.002223,
        "confidence_hi": 0.00246,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0922e18826d29e338fde9feb7930461fd765c225e5fd5e5c64f9209d1c556be3",
        "signature": {
          "alg": "ed25519",
          "sig": "d2f32534e5eadaf08768e89840014a066d706d467b4d89514df04446a96aac5a4a76b7b65ee78c99766116b2ffd54fd4e9686c99da61be93f2ba8fdeb487c307"
        }
      },
      "receipt_sha256": "0922e18826d29e338fde9feb7930461fd765c225e5fd5e5c64f9209d1c556be3"
    },
    {
      "storm_id": "222678",
      "lat": 43.5822,
      "lon": -93.4867,
      "motion_east": 4.5,
      "motion_south": -5.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0025,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 668.0,
      "ebshear": 19.0,
      "srh01": 160.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 160.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.0868
        },
        {
          "name": "alignment",
          "value": -0.5041
        },
        {
          "name": "tau",
          "value": 0.8094
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2643
      },
      "coherence_score": 0.8094081878662109,
      "coherence_diagnostics": {
        "tau": 0.8094081878662109,
        "grad_tau": 0.12402142584323883,
        "torsion": 0.0,
        "alignment": -0.5040593147277832,
        "S_field": 0.22129134833812714,
        "Gamma_field": 0.15703816711902618,
        "S_over_Gamma": 1.4091564416885376,
        "Da": 9.636855125427246,
        "E_coh": 0.5415894985198975,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.52,
              43.7
            ],
            [
              -93.48,
              43.7
            ],
            [
              -93.47,
              43.69
            ],
            [
              -93.47,
              43.66
            ],
            [
              -93.46,
              43.65
            ],
            [
              -93.49,
              43.61
            ],
            [
              -93.49,
              43.6
            ],
            [
              -93.47,
              43.58
            ],
            [
              -93.45,
              43.58
            ],
            [
              -93.37,
              43.48
            ],
            [
              -93.37,
              43.44
            ],
            [
              -93.38,
              43.42
            ],
            [
              -93.4,
              43.41
            ],
            [
              -93.44,
              43.42
            ],
            [
              -93.49,
              43.49
            ],
            [
              -93.5,
              43.51
            ],
            [
              -93.5,
              43.54
            ],
            [
              -93.51,
              43.55
            ],
            [
              -93.51,
              43.58
            ],
            [
              -93.5,
              43.59
            ],
            [
              -93.52,
              43.61
            ],
            [
              -93.54,
              43.61
            ],
            [
              -93.55,
              43.62
            ],
            [
              -93.59,
              43.62
            ],
            [
              -93.59,
              43.68
            ],
            [
              -93.56,
              43.68
            ],
            [
              -93.52,
              43.7
            ]
          ]
        ]
      },
      "raw_probability": 0.2643,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0025,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "b4f718f6584185ca3a332cd100fb31e6eb0e0f81cab80046e2f6ba2bf7fb6694",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.2643,
        "probability": 0.00246,
        "confidence_lo": 0.002223,
        "confidence_hi": 0.00246,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c4427713ea41d49a79e99ed3a67865a573f3e02ba1242ee6c7bac06186ff0b78",
        "signature": {
          "alg": "ed25519",
          "sig": "b10db54fa3e654d8290f3f2a152579063d9a7dc35de4396ffacdd94b2909bb334a093f479e284a68727b4189e1498b2309565cf07a8a498545ef7d7bd47daf0d"
        }
      },
      "receipt_sha256": "c4427713ea41d49a79e99ed3a67865a573f3e02ba1242ee6c7bac06186ff0b78"
    },
    {
      "storm_id": "222804",
      "lat": 35.788,
      "lon": -97.187,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 550.0,
      "ebshear": 38.0,
      "srh01": 115.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 115.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.8368
        },
        {
          "name": "alignment",
          "value": -6.7871
        },
        {
          "name": "tau",
          "value": 0.3863
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2543
      },
      "coherence_score": 0.38628971576690674,
      "coherence_diagnostics": {
        "tau": 0.38628971576690674,
        "grad_tau": 0.03584711626172066,
        "torsion": 0.0,
        "alignment": -6.787127494812012,
        "S_field": 0.47578901052474976,
        "Gamma_field": 0.6312048435211182,
        "S_over_Gamma": 0.7537791132926941,
        "Da": 41.31626892089844,
        "E_coh": 0.4066561758518219,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.2,
              35.82
            ],
            [
              -97.16,
              35.82
            ],
            [
              -97.15,
              35.81
            ],
            [
              -97.15,
              35.78
            ],
            [
              -97.16,
              35.76
            ],
            [
              -97.2,
              35.76
            ],
            [
              -97.21,
              35.75
            ],
            [
              -97.22,
              35.76
            ],
            [
              -97.22,
              35.8
            ],
            [
              -97.2,
              35.82
            ]
          ]
        ]
      },
      "raw_probability": 0.2543,
      "confidence_lo": 0.0021,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "93fc6eea4e39b2b2f5dcd9a0b6a73c27a03417fe4b3292a386f0d5202cbbeaa5",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.2543,
        "probability": 0.002268,
        "confidence_lo": 0.002124,
        "confidence_hi": 0.002269,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c9870d8c589ebf801f430c647103240b4bb08ed7bdd2f603a2001753a9852e78",
        "signature": {
          "alg": "ed25519",
          "sig": "d1310ad4bc6d74302e4cb4edcd8e65b2cd8f3ee954b1ee7a9d6974e0383fd6f1ec7690d527e9d5105c897d42843aa9e09d19ff7022aaa2fafbfdbaf8d0c75f05"
        }
      },
      "receipt_sha256": "c9870d8c589ebf801f430c647103240b4bb08ed7bdd2f603a2001753a9852e78"
    },
    {
      "storm_id": "222472",
      "lat": 38.9643,
      "lon": -97.4579,
      "motion_east": 13.2,
      "motion_south": 9.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 555.0,
      "ebshear": 47.0,
      "srh01": 265.0,
      "maxllaz": 0.003,
      "mesh": 0.14,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 265.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.9618
        },
        {
          "name": "alignment",
          "value": -1.918
        },
        {
          "name": "tau",
          "value": 0.3174
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2437
      },
      "coherence_score": 0.3174498677253723,
      "coherence_diagnostics": {
        "tau": 0.3174498677253723,
        "grad_tau": 0.021654659882187843,
        "torsion": 0.0,
        "alignment": -1.917975664138794,
        "S_field": 0.14833122491836548,
        "Gamma_field": 1.6003714799880981,
        "S_over_Gamma": 0.09268549829721451,
        "Da": 88.13456726074219,
        "E_coh": 0.31697866320610046,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.52,
              39.01
            ],
            [
              -97.44,
              39.01
            ],
            [
              -97.43,
              39.0
            ],
            [
              -97.42,
              39.01
            ],
            [
              -97.4,
              39.01
            ],
            [
              -97.35,
              38.98
            ],
            [
              -97.35,
              38.94
            ],
            [
              -97.39,
              38.9
            ],
            [
              -97.45,
              38.9
            ],
            [
              -97.46,
              38.91
            ],
            [
              -97.55,
              38.91
            ],
            [
              -97.57,
              38.92
            ],
            [
              -97.56,
              38.99
            ],
            [
              -97.52,
              39.01
            ]
          ]
        ]
      },
      "raw_probability": 0.2437,
      "confidence_lo": 0.0021,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "d1abfc75cd33e7231d8f882bcb97a11a4174323ca3beb4b3b5bf70b0e13d17c9",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.2437,
        "probability": 0.002268,
        "confidence_lo": 0.002124,
        "confidence_hi": 0.002269,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "149fe29fa3e7f60c27dd5eb6a2b0f2498678ae4c910d99cdb5892f3cd07ae3d7",
        "signature": {
          "alg": "ed25519",
          "sig": "8890063b0cf4f2069dcf36376c3da3016ef7f1275932fb1e7d212fefc59a7ded9fdd4c1d668051f643f2afc18f5d68f97cb3871a5a9717a954cd73b8108f5f07"
        }
      },
      "receipt_sha256": "149fe29fa3e7f60c27dd5eb6a2b0f2498678ae4c910d99cdb5892f3cd07ae3d7"
    },
    {
      "storm_id": "222786",
      "lat": 30.1719,
      "lon": -79.2412,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2954.0,
      "ebshear": 12.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.4618
        },
        {
          "name": "alignment",
          "value": -7.415
        },
        {
          "name": "tau",
          "value": 1.925
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2346
      },
      "coherence_score": 1.9250333309173584,
      "coherence_diagnostics": {
        "tau": 1.9250333309173584,
        "grad_tau": 0.6404600143432617,
        "torsion": 0.0,
        "alignment": -7.415036201477051,
        "S_field": 0.6206281185150146,
        "Gamma_field": 0.4403715133666992,
        "S_over_Gamma": 1.4093284606933594,
        "Da": 29.224769592285156,
        "E_coh": 0.6389386653900146,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.27,
              30.21
            ],
            [
              -79.26,
              30.2
            ],
            [
              -79.24,
              30.21
            ],
            [
              -79.21,
              30.21
            ],
            [
              -79.2,
              30.2
            ],
            [
              -79.22,
              30.2
            ],
            [
              -79.23,
              30.18
            ],
            [
              -79.21,
              30.17
            ],
            [
              -79.21,
              30.15
            ],
            [
              -79.2,
              30.14
            ],
            [
              -79.24,
              30.13
            ],
            [
              -79.25,
              30.12
            ],
            [
              -79.29,
              30.13
            ],
            [
              -79.29,
              30.14
            ],
            [
              -79.27,
              30.15
            ],
            [
              -79.27,
              30.21
            ]
          ]
        ]
      },
      "raw_probability": 0.2346,
      "confidence_lo": 0.0021,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "f543b037a56f186aa2825351329fe55b1048b84ea9a7c743ce62d72c5b742b40",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.2346,
        "probability": 0.002268,
        "confidence_lo": 0.002124,
        "confidence_hi": 0.002269,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b2df567aba8bd61c4135f051f2ef7572cb72ef93eb5754eb3d81a9d556ae55a7",
        "signature": {
          "alg": "ed25519",
          "sig": "b64de8efbfb1869d5a6fc9cf8295d27adc087706b4864048a482a07d991a61370c7512cd84e186a809cae2422e43677195fb4404fccbf98035fdc6e561c5a503"
        }
      },
      "receipt_sha256": "b2df567aba8bd61c4135f051f2ef7572cb72ef93eb5754eb3d81a9d556ae55a7"
    },
    {
      "storm_id": "222580",
      "lat": 29.9618,
      "lon": -83.6936,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3013.0,
      "ebshear": 23.0,
      "srh01": 80.0,
      "maxllaz": 0.003,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 80.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.8368
        },
        {
          "name": "alignment",
          "value": 1.2924
        },
        {
          "name": "tau",
          "value": 2.6071
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2203
      },
      "coherence_score": 2.6070556640625,
      "coherence_diagnostics": {
        "tau": 2.6070556640625,
        "grad_tau": 0.040507715195417404,
        "torsion": 0.0,
        "alignment": 1.2923589944839478,
        "S_field": 1.0485121011734009,
        "Gamma_field": 0.21370483934879303,
        "S_over_Gamma": 4.906356334686279,
        "Da": 13.316475868225098,
        "E_coh": 0.931972861289978,
        "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": [
          [
            [
              -83.72,
              30.0
            ],
            [
              -83.68,
              30.0
            ],
            [
              -83.64,
              29.98
            ],
            [
              -83.63,
              29.96
            ],
            [
              -83.63,
              29.93
            ],
            [
              -83.64,
              29.91
            ],
            [
              -83.73,
              29.91
            ],
            [
              -83.74,
              29.95
            ],
            [
              -83.75,
              29.96
            ],
            [
              -83.75,
              29.98
            ],
            [
              -83.72,
              30.0
            ]
          ]
        ]
      },
      "raw_probability": 0.2203,
      "confidence_lo": 0.002,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "2c84bde4bc64b1b8cecdd4e9a85260f243c3affc040526a0d1d03d68d85c3d55",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.2203,
        "probability": 0.001979,
        "confidence_lo": 0.00195,
        "confidence_hi": 0.001979,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "da3a4772cd055f10b175e7bdaa32293640e9d8068fe222990843da0070748d83",
        "signature": {
          "alg": "ed25519",
          "sig": "92db3bc713b011f454aaf3a85cec960ff66bb75082f6a156de289554aedfd7f50b1fd4f57a185cafd2e173500091ce1ebfb3e8b75fee9720e85f088147abd907"
        }
      },
      "receipt_sha256": "da3a4772cd055f10b175e7bdaa32293640e9d8068fe222990843da0070748d83"
    },
    {
      "storm_id": "222126",
      "lat": 39.435,
      "lon": -92.4045,
      "motion_east": 6.6,
      "motion_south": -2.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 540.0,
      "ebshear": 33.0,
      "srh01": 164.0,
      "maxllaz": 0.005,
      "mesh": 0.28,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 164.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.4618
        },
        {
          "name": "alignment",
          "value": -5.8315
        },
        {
          "name": "tau",
          "value": 0.7314
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2134
      },
      "coherence_score": 0.7313873171806335,
      "coherence_diagnostics": {
        "tau": 0.7313873171806335,
        "grad_tau": 0.12519723176956177,
        "torsion": 0.0,
        "alignment": -5.831451892852783,
        "S_field": 0.11557267606258392,
        "Gamma_field": 0.1595381647348404,
        "S_over_Gamma": 0.7244202494621277,
        "Da": 8.913743019104004,
        "E_coh": 0.29592835903167725,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.35,
              39.52
            ],
            [
              -92.32,
              39.52
            ],
            [
              -92.3,
              39.5
            ],
            [
              -92.3,
              39.47
            ],
            [
              -92.31,
              39.45
            ],
            [
              -92.33,
              39.43
            ],
            [
              -92.38,
              39.42
            ],
            [
              -92.41,
              39.39
            ],
            [
              -92.42,
              39.36
            ],
            [
              -92.44,
              39.36
            ],
            [
              -92.47,
              39.34
            ],
            [
              -92.5,
              39.34
            ],
            [
              -92.52,
              39.36
            ],
            [
              -92.51,
              39.37
            ],
            [
              -92.51,
              39.42
            ],
            [
              -92.49,
              39.44
            ],
            [
              -92.43,
              39.47
            ],
            [
              -92.39,
              39.51
            ],
            [
              -92.36,
              39.51
            ],
            [
              -92.35,
              39.52
            ]
          ]
        ]
      },
      "raw_probability": 0.2134,
      "confidence_lo": 0.002,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "abeafb5df90e7386afe5ac70629a48767998f16c71df6aa4f3e5460e68e714b9",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.2134,
        "probability": 0.001979,
        "confidence_lo": 0.00195,
        "confidence_hi": 0.001979,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b2804d4d6bf85e171bce669cc5aeec33e0ae69cb62c7ad9e8b99cc12afa9b8a7",
        "signature": {
          "alg": "ed25519",
          "sig": "84b5b3d0a6324e152f639e88959df49f2f34f35bdede1b4324ded50d953e77c25e4fc53378835f8dcf8f6223e8c4c49e0e1f2211c6b890e4724d4dd1c078c10e"
        }
      },
      "receipt_sha256": "b2804d4d6bf85e171bce669cc5aeec33e0ae69cb62c7ad9e8b99cc12afa9b8a7"
    },
    {
      "storm_id": "222798",
      "lat": 42.5527,
      "lon": -91.5213,
      "motion_east": 3.9,
      "motion_south": 0.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 46.0,
      "ebshear": 13.0,
      "srh01": 65.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.0868
        },
        {
          "name": "alignment",
          "value": -12.006
        },
        {
          "name": "tau",
          "value": 0.854
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2091
      },
      "coherence_score": 0.8540415167808533,
      "coherence_diagnostics": {
        "tau": 0.8540415167808533,
        "grad_tau": 0.16997531056404114,
        "torsion": 0.0,
        "alignment": -12.006011009216309,
        "S_field": 0.41946306824684143,
        "Gamma_field": 0.3770381808280945,
        "S_over_Gamma": 1.1125214099884033,
        "Da": 25.512311935424805,
        "E_coh": 0.40677183866500854,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.53,
              42.61
            ],
            [
              -91.51,
              42.61
            ],
            [
              -91.44,
              42.57
            ],
            [
              -91.44,
              42.52
            ],
            [
              -91.45,
              42.51
            ],
            [
              -91.47,
              42.51
            ],
            [
              -91.48,
              42.5
            ],
            [
              -91.52,
              42.5
            ],
            [
              -91.54,
              42.52
            ],
            [
              -91.58,
              42.54
            ],
            [
              -91.59,
              42.56
            ],
            [
              -91.58,
              42.57
            ],
            [
              -91.59,
              42.58
            ],
            [
              -91.57,
              42.58
            ],
            [
              -91.53,
              42.61
            ]
          ]
        ]
      },
      "raw_probability": 0.2091,
      "confidence_lo": 0.002,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "92ec16da5e26d78b67e0300c8aa628acd16bfa035374ce197011f622cacf5764",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.2091,
        "probability": 0.001979,
        "confidence_lo": 0.00195,
        "confidence_hi": 0.001979,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "149b4ef9b67eaaea83489fef1296fbe827b55f771e333823e63a582e72522a29",
        "signature": {
          "alg": "ed25519",
          "sig": "c0b2a6777db3c8fd562a8752427237b86fd19822a98b4eb0e7215c8910097443c74d6f80ed388cd1209561e773988beab92b8a4dc52e94b88acc2f3cbc753806"
        }
      },
      "receipt_sha256": "149b4ef9b67eaaea83489fef1296fbe827b55f771e333823e63a582e72522a29"
    },
    {
      "storm_id": "222826",
      "lat": 36.8687,
      "lon": -96.04,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1326.0,
      "ebshear": 31.0,
      "srh01": 137.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 137.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.7118
        },
        {
          "name": "alignment",
          "value": 10.4781
        },
        {
          "name": "tau",
          "value": 0.3651
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1992
      },
      "coherence_score": 0.3651416003704071,
      "coherence_diagnostics": {
        "tau": 0.3651416003704071,
        "grad_tau": 0.05029088258743286,
        "torsion": 0.0,
        "alignment": 10.478058815002441,
        "S_field": 0.417778342962265,
        "Gamma_field": 1.076204776763916,
        "S_over_Gamma": 0.3881959617137909,
        "Da": 71.31133270263672,
        "E_coh": 0.3989182710647583,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.06,
              36.9
            ],
            [
              -96.02,
              36.9
            ],
            [
              -95.99,
              36.87
            ],
            [
              -95.99,
              36.83
            ],
            [
              -96.06,
              36.83
            ],
            [
              -96.07,
              36.84
            ],
            [
              -96.07,
              36.88
            ],
            [
              -96.06,
              36.9
            ]
          ]
        ]
      },
      "raw_probability": 0.1992,
      "confidence_lo": 0.002,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "cf7a024c55ea64dc8defdd75fc8ca2c77e16e900bcc6634d35a3ffbe8ff0e640",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.1992,
        "probability": 0.001979,
        "confidence_lo": 0.00195,
        "confidence_hi": 0.001979,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b693ab0d6260a1275b4e3a595de57dc61d760006fd78a40afd63d1bd9dfd5e81",
        "signature": {
          "alg": "ed25519",
          "sig": "29f54afac21412f51aa690c862fdd07fb69edba0c35e4ea104bca591e54c58440929435df7c8aa81aed9df32209509de08a0d961353f361bb3c591349db1d90f"
        }
      },
      "receipt_sha256": "b693ab0d6260a1275b4e3a595de57dc61d760006fd78a40afd63d1bd9dfd5e81"
    },
    {
      "storm_id": "222640",
      "lat": 36.7235,
      "lon": -96.6835,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 940.0,
      "ebshear": 39.0,
      "srh01": 148.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 148.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.7118
        },
        {
          "name": "alignment",
          "value": 10.4781
        },
        {
          "name": "tau",
          "value": 0.3651
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1918
      },
      "coherence_score": 0.3651416003704071,
      "coherence_diagnostics": {
        "tau": 0.3651416003704071,
        "grad_tau": 0.05029088258743286,
        "torsion": 0.0,
        "alignment": 10.478058815002441,
        "S_field": 0.417778342962265,
        "Gamma_field": 1.076204776763916,
        "S_over_Gamma": 0.3881959617137909,
        "Da": 71.31133270263672,
        "E_coh": 0.3989182710647583,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.67,
              36.82
            ],
            [
              -96.64,
              36.82
            ],
            [
              -96.62,
              36.8
            ],
            [
              -96.62,
              36.78
            ],
            [
              -96.61,
              36.77
            ],
            [
              -96.62,
              36.74
            ],
            [
              -96.65,
              36.71
            ],
            [
              -96.65,
              36.69
            ],
            [
              -96.69,
              36.65
            ],
            [
              -96.72,
              36.64
            ],
            [
              -96.75,
              36.61
            ],
            [
              -96.76,
              36.62
            ],
            [
              -96.78,
              36.62
            ],
            [
              -96.78,
              36.67
            ],
            [
              -96.7,
              36.74
            ],
            [
              -96.69,
              36.8
            ],
            [
              -96.67,
              36.82
            ]
          ]
        ]
      },
      "raw_probability": 0.1918,
      "confidence_lo": 0.002,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "ab923e1d47f4b588bc6edf4a1aadbcff5a6cf773661c176d75bf53db197fc44b",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.1918,
        "probability": 0.001979,
        "confidence_lo": 0.00195,
        "confidence_hi": 0.001979,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "15ab330974898361cfe64e83f8d7a93ac14520cd7c04d3f972ac28a20c260061",
        "signature": {
          "alg": "ed25519",
          "sig": "41f8c66a930f8c68af47833260312eb8fa71156ed8f7684b6ebc914fae5e9d82e1ded80efe95d13ef1fb252e05fdc22d7f9473ef12b4a0d0f71f4954004b6709"
        }
      },
      "receipt_sha256": "15ab330974898361cfe64e83f8d7a93ac14520cd7c04d3f972ac28a20c260061"
    },
    {
      "storm_id": "222846",
      "lat": 36.8378,
      "lon": -96.53,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 716.0,
      "ebshear": 39.0,
      "srh01": 160.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 160.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.7118
        },
        {
          "name": "alignment",
          "value": 10.4781
        },
        {
          "name": "tau",
          "value": 0.3651
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1918
      },
      "coherence_score": 0.3651416003704071,
      "coherence_diagnostics": {
        "tau": 0.3651416003704071,
        "grad_tau": 0.05029088258743286,
        "torsion": 0.0,
        "alignment": 10.478058815002441,
        "S_field": 0.417778342962265,
        "Gamma_field": 1.076204776763916,
        "S_over_Gamma": 0.3881959617137909,
        "Da": 71.31133270263672,
        "E_coh": 0.3989182710647583,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.54,
              36.87
            ],
            [
              -96.5,
              36.87
            ],
            [
              -96.5,
              36.82
            ],
            [
              -96.51,
              36.8
            ],
            [
              -96.54,
              36.8
            ],
            [
              -96.54,
              36.82
            ],
            [
              -96.55,
              36.83
            ],
            [
              -96.55,
              36.86
            ],
            [
              -96.54,
              36.87
            ]
          ]
        ]
      },
      "raw_probability": 0.1918,
      "confidence_lo": 0.002,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "ab923e1d47f4b588bc6edf4a1aadbcff5a6cf773661c176d75bf53db197fc44b",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.1918,
        "probability": 0.001979,
        "confidence_lo": 0.00195,
        "confidence_hi": 0.001979,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "15ab330974898361cfe64e83f8d7a93ac14520cd7c04d3f972ac28a20c260061",
        "signature": {
          "alg": "ed25519",
          "sig": "41f8c66a930f8c68af47833260312eb8fa71156ed8f7684b6ebc914fae5e9d82e1ded80efe95d13ef1fb252e05fdc22d7f9473ef12b4a0d0f71f4954004b6709"
        }
      },
      "receipt_sha256": "15ab330974898361cfe64e83f8d7a93ac14520cd7c04d3f972ac28a20c260061"
    },
    {
      "storm_id": "221980",
      "lat": 29.81,
      "lon": -83.4383,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2167.0,
      "ebshear": 22.0,
      "srh01": 86.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 86.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.7118
        },
        {
          "name": "alignment",
          "value": -1.9869
        },
        {
          "name": "tau",
          "value": 2.4181
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.189
      },
      "coherence_score": 2.418123245239258,
      "coherence_diagnostics": {
        "tau": 2.418123245239258,
        "grad_tau": 0.11120520532131195,
        "torsion": 0.0,
        "alignment": -1.9869352579116821,
        "S_field": 0.3281947076320648,
        "Gamma_field": 0.4420381784439087,
        "S_over_Gamma": 0.7424578070640564,
        "Da": 27.692623138427734,
        "E_coh": 0.8045098185539246,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.5,
              29.87
            ],
            [
              -83.43,
              29.87
            ],
            [
              -83.39,
              29.85
            ],
            [
              -83.37,
              29.83
            ],
            [
              -83.37,
              29.77
            ],
            [
              -83.38,
              29.77
            ],
            [
              -83.39,
              29.75
            ],
            [
              -83.41,
              29.74
            ],
            [
              -83.46,
              29.74
            ],
            [
              -83.53,
              29.81
            ],
            [
              -83.53,
              29.85
            ],
            [
              -83.5,
              29.87
            ]
          ]
        ]
      },
      "raw_probability": 0.189,
      "confidence_lo": 0.002,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "2890faa6fd8afa649aca1bcbc500db90fedbe88b1b30e3c88cf3c251897e931d",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.189,
        "probability": 0.001979,
        "confidence_lo": 0.00195,
        "confidence_hi": 0.001979,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "48571771b73e1532ead25cc09f66d4f91402db460eee43ef6dac3e4a82d7a6bc",
        "signature": {
          "alg": "ed25519",
          "sig": "0f4e55c6637ff108c32b962ea6b9f8282544a4b18ebe0e00b5f18179a62e300312f1d03cd010909db6e5d36d74d521e5811cf68d6355ca9b9ac5cd46e9089408"
        }
      },
      "receipt_sha256": "48571771b73e1532ead25cc09f66d4f91402db460eee43ef6dac3e4a82d7a6bc"
    },
    {
      "storm_id": "222828",
      "lat": 30.5278,
      "lon": -86.8356,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3387.0,
      "ebshear": 19.0,
      "srh01": 66.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 66.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.9618
        },
        {
          "name": "alignment",
          "value": 3.3391
        },
        {
          "name": "tau",
          "value": 1.4542
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1686
      },
      "coherence_score": 1.454197645187378,
      "coherence_diagnostics": {
        "tau": 1.454197645187378,
        "grad_tau": 0.5378860235214233,
        "torsion": 0.0,
        "alignment": 3.339092254638672,
        "S_field": 0.22973689436912537,
        "Gamma_field": 0.4720381498336792,
        "S_over_Gamma": 0.4866913855075836,
        "Da": 29.70223045349121,
        "E_coh": 0.570949375629425,
        "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": [
          [
            [
              -86.85,
              30.58
            ],
            [
              -86.81,
              30.58
            ],
            [
              -86.79,
              30.57
            ],
            [
              -86.8,
              30.46
            ],
            [
              -86.82,
              30.44
            ],
            [
              -86.87,
              30.47
            ],
            [
              -86.87,
              30.53
            ],
            [
              -86.86,
              30.54
            ],
            [
              -86.85,
              30.58
            ]
          ]
        ]
      },
      "raw_probability": 0.1686,
      "confidence_lo": 0.002,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "9d672e93b0ea20fd9d886088b6ed7bd579005369de3c3b8a9a53c1b50646aa7d",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.1686,
        "probability": 0.001979,
        "confidence_lo": 0.00195,
        "confidence_hi": 0.001979,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "06bc27084cbbfecfc7c4bfc797c47ff0326ac4975c176796b2818e35d6e0abdd",
        "signature": {
          "alg": "ed25519",
          "sig": "58955c2b9c8c91df80d7d3f2075806f3aa570f12c8e3e1537f858b8a4101543430cd9eb1126f04a94fcca01231d45379fb4381fe844c967d3e8a9baeaa84a40f"
        }
      },
      "receipt_sha256": "06bc27084cbbfecfc7c4bfc797c47ff0326ac4975c176796b2818e35d6e0abdd"
    },
    {
      "storm_id": "222838",
      "lat": 44.5657,
      "lon": -94.2143,
      "motion_east": 7.6,
      "motion_south": -6.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 754.0,
      "ebshear": 24.0,
      "srh01": 157.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 157.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.7118
        },
        {
          "name": "alignment",
          "value": 1.4235
        },
        {
          "name": "tau",
          "value": 0.5526
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1624
      },
      "coherence_score": 0.5525734424591064,
      "coherence_diagnostics": {
        "tau": 0.5525734424591064,
        "grad_tau": 0.06842973828315735,
        "torsion": 0.0,
        "alignment": 1.4234806299209595,
        "S_field": 0.08339652419090271,
        "Gamma_field": 0.2828714847564697,
        "S_over_Gamma": 0.29482126235961914,
        "Da": 16.152109146118164,
        "E_coh": 0.5485945343971252,
        "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": [
          [
            [
              -94.24,
              44.64
            ],
            [
              -94.21,
              44.64
            ],
            [
              -94.17,
              44.61
            ],
            [
              -94.16,
              44.62
            ],
            [
              -94.13,
              44.62
            ],
            [
              -94.12,
              44.63
            ],
            [
              -94.08,
              44.63
            ],
            [
              -94.05,
              44.6
            ],
            [
              -94.04,
              44.57
            ],
            [
              -94.16,
              44.48
            ],
            [
              -94.17,
              44.49
            ],
            [
              -94.2,
              44.49
            ],
            [
              -94.21,
              44.5
            ],
            [
              -94.24,
              44.5
            ],
            [
              -94.25,
              44.51
            ],
            [
              -94.28,
              44.49
            ],
            [
              -94.3,
              44.49
            ],
            [
              -94.35,
              44.53
            ],
            [
              -94.35,
              44.56
            ],
            [
              -94.34,
              44.58
            ],
            [
              -94.32,
              44.59
            ],
            [
              -94.32,
              44.6
            ],
            [
              -94.24,
              44.64
            ]
          ]
        ]
      },
      "raw_probability": 0.1624,
      "confidence_lo": 0.002,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "85857cf177a5f57cdb8a3dce1652a3c97512ff1b3bafb4c19f28ef6c15864202",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.1624,
        "probability": 0.001979,
        "confidence_lo": 0.00195,
        "confidence_hi": 0.001979,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "77d32fe6a1396e5e0887f76e66bd0ececfbcf133fef0d352ba60cd29b361c697",
        "signature": {
          "alg": "ed25519",
          "sig": "aa30c60f2d24e6742d5e652f3b4c2097fd5c59e81bcd3ab18844738ef3d109ca825886bbfa3c2d41487bb7ac8d75f06a8713637b4937eba7cad714e6ac362e01"
        }
      },
      "receipt_sha256": "77d32fe6a1396e5e0887f76e66bd0ececfbcf133fef0d352ba60cd29b361c697"
    },
    {
      "storm_id": "222546",
      "lat": 38.8544,
      "lon": -91.4133,
      "motion_east": 3.5,
      "motion_south": 0.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 162.0,
      "ebshear": 23.0,
      "srh01": 137.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 137.0
        },
        {
          "name": "hrrr_pwat",
          "value": 60.5868
        },
        {
          "name": "alignment",
          "value": -6.047
        },
        {
          "name": "tau",
          "value": 0.5456
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.157
      },
      "coherence_score": 0.5455830097198486,
      "coherence_diagnostics": {
        "tau": 0.5455830097198486,
        "grad_tau": 0.13952381908893585,
        "torsion": 0.0,
        "alignment": -6.046979904174805,
        "S_field": 0.24356500804424286,
        "Gamma_field": 1.9245381355285645,
        "S_over_Gamma": 0.12655764818191528,
        "Da": 111.50444030761719,
        "E_coh": 0.17329011857509613,
        "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": [
          [
            [
              -91.45,
              38.89
            ],
            [
              -91.39,
              38.89
            ],
            [
              -91.37,
              38.87
            ],
            [
              -91.37,
              38.83
            ],
            [
              -91.39,
              38.81
            ],
            [
              -91.41,
              38.81
            ],
            [
              -91.44,
              38.84
            ],
            [
              -91.45,
              38.86
            ],
            [
              -91.45,
              38.89
            ]
          ]
        ]
      },
      "raw_probability": 0.157,
      "confidence_lo": 0.002,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "2c839ebbe5c79378ac71d48dc15dde7b3d4ed2ed9962087a400f7e40d544a013",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.157,
        "probability": 0.001979,
        "confidence_lo": 0.00195,
        "confidence_hi": 0.001979,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b4598ceaec9af319c7d1b564b43b739365d1b9100ab1927f8f9c5a69a82779b3",
        "signature": {
          "alg": "ed25519",
          "sig": "7ae89ef5d3d7219f41d1a62bec73b7079bc915762d5c82b97564624ed9a8ea13565f3b364b90170af5c7af7ce30f23069352a2ded732da545b2592b28f829e07"
        }
      },
      "receipt_sha256": "b4598ceaec9af319c7d1b564b43b739365d1b9100ab1927f8f9c5a69a82779b3"
    },
    {
      "storm_id": "222631",
      "lat": 44.8758,
      "lon": -94.6808,
      "motion_east": 6.7,
      "motion_south": -4.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 873.0,
      "ebshear": 30.0,
      "srh01": 126.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 126.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.7118
        },
        {
          "name": "alignment",
          "value": 1.4235
        },
        {
          "name": "tau",
          "value": 0.5526
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1538
      },
      "coherence_score": 0.5525734424591064,
      "coherence_diagnostics": {
        "tau": 0.5525734424591064,
        "grad_tau": 0.06842973828315735,
        "torsion": 0.0,
        "alignment": 1.4234806299209595,
        "S_field": 0.08339652419090271,
        "Gamma_field": 0.2828714847564697,
        "S_over_Gamma": 0.29482126235961914,
        "Da": 16.152109146118164,
        "E_coh": 0.5485945343971252,
        "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": [
          [
            [
              -94.7,
              44.93
            ],
            [
              -94.62,
              44.93
            ],
            [
              -94.58,
              44.9
            ],
            [
              -94.58,
              44.85
            ],
            [
              -94.65,
              44.81
            ],
            [
              -94.69,
              44.81
            ],
            [
              -94.71,
              44.82
            ],
            [
              -94.74,
              44.85
            ],
            [
              -94.74,
              44.88
            ],
            [
              -94.73,
              44.89
            ],
            [
              -94.73,
              44.91
            ],
            [
              -94.7,
              44.93
            ]
          ]
        ]
      },
      "raw_probability": 0.1538,
      "confidence_lo": 0.002,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "b563e8290dea950d0f4bfe0d8079123a89f1a6ef3afb36823f4851294b306f93",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.1538,
        "probability": 0.001979,
        "confidence_lo": 0.00195,
        "confidence_hi": 0.001979,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "447753da209551a7bca8dd73545799fb57ed7682bf141067129e699ce8511945",
        "signature": {
          "alg": "ed25519",
          "sig": "d4a323f06e2533e091f90bfe44470ebdeeb0859350eb8c356da0cd62cd605dc6a7736c19c6d3e7f9dd5f92ff337923ba853bd15c30af41e1d7bac91ca626f208"
        }
      },
      "receipt_sha256": "447753da209551a7bca8dd73545799fb57ed7682bf141067129e699ce8511945"
    },
    {
      "storm_id": "222434",
      "lat": 44.3813,
      "lon": -94.008,
      "motion_east": 6.5,
      "motion_south": -6.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 682.0,
      "ebshear": 19.0,
      "srh01": 161.0,
      "maxllaz": 0.005,
      "mesh": 0.04,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 161.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.5868
        },
        {
          "name": "alignment",
          "value": 2.2331
        },
        {
          "name": "tau",
          "value": 0.6157
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1505
      },
      "coherence_score": 0.6157206296920776,
      "coherence_diagnostics": {
        "tau": 0.6157206296920776,
        "grad_tau": 0.07734691351652145,
        "torsion": 0.0,
        "alignment": 2.2330942153930664,
        "S_field": 0.11689548194408417,
        "Gamma_field": 0.5653715133666992,
        "S_over_Gamma": 0.20675870776176453,
        "Da": 31.482927322387695,
        "E_coh": 0.08642666786909103,
        "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": [
          [
            [
              -93.93,
              44.48
            ],
            [
              -93.9,
              44.48
            ],
            [
              -93.85,
              44.44
            ],
            [
              -93.85,
              44.39
            ],
            [
              -93.86,
              44.39
            ],
            [
              -93.87,
              44.37
            ],
            [
              -93.91,
              44.37
            ],
            [
              -93.94,
              44.34
            ],
            [
              -93.94,
              44.32
            ],
            [
              -93.93,
              44.31
            ],
            [
              -93.93,
              44.27
            ],
            [
              -93.97,
              44.23
            ],
            [
              -94.0,
              44.23
            ],
            [
              -94.08,
              44.28
            ],
            [
              -94.13,
              44.28
            ],
            [
              -94.15,
              44.3
            ],
            [
              -94.15,
              44.37
            ],
            [
              -94.17,
              44.41
            ],
            [
              -94.17,
              44.44
            ],
            [
              -94.16,
              44.45
            ],
            [
              -94.11,
              44.45
            ],
            [
              -94.1,
              44.44
            ],
            [
              -94.1,
              44.41
            ],
            [
              -94.08,
              44.39
            ],
            [
              -94.06,
              44.39
            ],
            [
              -94.03,
              44.41
            ],
            [
              -94.01,
              44.41
            ],
            [
              -93.98,
              44.45
            ],
            [
              -93.95,
              44.46
            ],
            [
              -93.93,
              44.48
            ]
          ]
        ]
      },
      "raw_probability": 0.1505,
      "confidence_lo": 0.002,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "4a3bbd93fd28e58adb0aa0dc786b85bae291363256ea7408cbd09f8b73d6ae78",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.1505,
        "probability": 0.001979,
        "confidence_lo": 0.00195,
        "confidence_hi": 0.001979,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ed4adc44f1454b085500d02a49cb9b8e074a37bfcf8afcce5e69991be6766021",
        "signature": {
          "alg": "ed25519",
          "sig": "4d59ab99f133185a7128a5b8672c8f5dcb4055847470dfa09b45ae026d088276e1aaba5eccd2d72151e8d7c09bb2a246fc9fcc5a820a0e1ab88169b1c30da30d"
        }
      },
      "receipt_sha256": "ed4adc44f1454b085500d02a49cb9b8e074a37bfcf8afcce5e69991be6766021"
    },
    {
      "storm_id": "222774",
      "lat": 44.3708,
      "lon": -95.8083,
      "motion_east": 4.3,
      "motion_south": -2.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 374.0,
      "ebshear": 24.0,
      "srh01": 81.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 81.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.0868
        },
        {
          "name": "alignment",
          "value": 6.9382
        },
        {
          "name": "tau",
          "value": 0.6491
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1434
      },
      "coherence_score": 0.6491423845291138,
      "coherence_diagnostics": {
        "tau": 0.6491423845291138,
        "grad_tau": 0.023776298388838768,
        "torsion": 0.0,
        "alignment": 6.938168525695801,
        "S_field": 0.21282751858234406,
        "Gamma_field": 0.1687048375606537,
        "S_over_Gamma": 1.261537790298462,
        "Da": 9.269710540771484,
        "E_coh": 0.6237614154815674,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.88,
              44.41
            ],
            [
              -95.87,
              44.41
            ],
            [
              -95.86,
              44.41
            ],
            [
              -95.85,
              44.41
            ],
            [
              -95.84,
              44.41
            ],
            [
              -95.83,
              44.41
            ],
            [
              -95.82,
              44.41
            ],
            [
              -95.81,
              44.4
            ],
            [
              -95.8,
              44.4
            ],
            [
              -95.79,
              44.41
            ],
            [
              -95.78,
              44.4
            ],
            [
              -95.77,
              44.4
            ],
            [
              -95.76,
              44.4
            ],
            [
              -95.76,
              44.39
            ],
            [
              -95.77,
              44.39
            ],
            [
              -95.78,
              44.38
            ],
            [
              -95.78,
              44.37
            ],
            [
              -95.77,
              44.36
            ],
            [
              -95.76,
              44.36
            ],
            [
              -95.75,
              44.36
            ],
            [
              -95.74,
              44.37
            ],
            [
              -95.73,
              44.37
            ],
            [
              -95.72,
              44.36
            ],
            [
              -95.71,
              44.35
            ],
            [
              -95.71,
              44.34
            ],
            [
              -95.71,
              44.33
            ],
            [
              -95.72,
              44.32
            ],
            [
              -95.73,
              44.32
            ],
            [
              -95.74,
              44.32
            ],
            [
              -95.75,
              44.32
            ],
            [
              -95.75,
              44.33
            ],
            [
              -95.76,
              44.34
            ],
            [
              -95.77,
              44.34
            ],
            [
              -95.78,
              44.35
            ],
            [
              -95.78,
              44.36
            ],
            [
              -95.78,
              44.37
            ],
            [
              -95.78,
              44.38
            ],
            [
              -95.79,
              44.39
            ],
            [
              -95.8,
              44.4
            ],
            [
              -95.81,
              44.4
            ],
            [
              -95.82,
              44.4
            ],
            [
              -95.83,
              44.39
            ],
            [
              -95.84,
              44.38
            ],
            [
              -95.83,
              44.37
            ],
            [
              -95.84,
              44.36
            ],
            [
              -95.84,
              44.35
            ],
            [
              -95.85,
              44.35
            ],
            [
              -95.86,
              44.34
            ],
            [
              -95.87,
              44.34
            ],
            [
              -95.88,
              44.34
            ],
            [
              -95.89,
              44.34
            ],
            [
              -95.9,
              44.34
            ],
            [
              -95.91,
              44.34
            ],
            [
              -95.91,
              44.35
            ],
            [
              -95.91,
              44.36
            ],
            [
              -95.9,
              44.37
            ],
            [
              -95.89,
              44.38
            ],
            [
              -95.88,
              44.39
            ],
            [
              -95.88,
              44.4
            ],
            [
              -95.88,
              44.41
            ]
          ]
        ]
      },
      "raw_probability": 0.1434,
      "confidence_lo": 0.002,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "c0ee62f0a49c984bca197140ce33108f14523c9bdb15e2a0187e74cc9a705bc7",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.1434,
        "probability": 0.001979,
        "confidence_lo": 0.00195,
        "confidence_hi": 0.001979,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a6150c6a6870dbae4276fc9ccb6d07ec0d573fe1f477252887dc985f37191f26",
        "signature": {
          "alg": "ed25519",
          "sig": "60d93e1b135a6827db6e0e1ebd10088b3371bf634584eb5a2f9b1d448fedda0fa0380c87739ef0c50934120deb7045d95b41d01a8a734412df06681f8faa3708"
        }
      },
      "receipt_sha256": "a6150c6a6870dbae4276fc9ccb6d07ec0d573fe1f477252887dc985f37191f26"
    },
    {
      "storm_id": "222154",
      "lat": 44.841,
      "lon": -94.0905,
      "motion_east": 8.0,
      "motion_south": -6.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 919.0,
      "ebshear": 27.0,
      "srh01": 77.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 77.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.7118
        },
        {
          "name": "alignment",
          "value": 1.4235
        },
        {
          "name": "tau",
          "value": 0.5526
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1428
      },
      "coherence_score": 0.5525734424591064,
      "coherence_diagnostics": {
        "tau": 0.5525734424591064,
        "grad_tau": 0.06842973828315735,
        "torsion": 0.0,
        "alignment": 1.4234806299209595,
        "S_field": 0.08339652419090271,
        "Gamma_field": 0.2828714847564697,
        "S_over_Gamma": 0.29482126235961914,
        "Da": 16.152109146118164,
        "E_coh": 0.5485945343971252,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.13,
              44.95
            ],
            [
              -94.09,
              44.95
            ],
            [
              -94.07,
              44.94
            ],
            [
              -94.03,
              44.9
            ],
            [
              -94.02,
              44.9
            ],
            [
              -94.01,
              44.88
            ],
            [
              -94.0,
              44.88
            ],
            [
              -94.0,
              44.8
            ],
            [
              -94.01,
              44.79
            ],
            [
              -94.01,
              44.77
            ],
            [
              -94.03,
              44.73
            ],
            [
              -94.1,
              44.67
            ],
            [
              -94.16,
              44.67
            ],
            [
              -94.2,
              44.72
            ],
            [
              -94.2,
              44.75
            ],
            [
              -94.16,
              44.83
            ],
            [
              -94.16,
              44.9
            ],
            [
              -94.15,
              44.91
            ],
            [
              -94.15,
              44.93
            ],
            [
              -94.13,
              44.95
            ]
          ]
        ]
      },
      "raw_probability": 0.1428,
      "confidence_lo": 0.002,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "eef1b797e17776f32f60a061199882908dbdfa8ae8e7e9d1cafbee5fa68c16e1",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.1428,
        "probability": 0.001979,
        "confidence_lo": 0.00195,
        "confidence_hi": 0.001979,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "25c3030081f5c472c181c80decdc6c7d91c948af1d82aba7d006439ed7f2eb4d",
        "signature": {
          "alg": "ed25519",
          "sig": "56c23f9d9bbdd92c0c523e9cf0e68507c7518cbf453e4f94b96774f7ee83d732c23e1f8756e3e001d85010e6684e9d4dc7dfa908ee47e9eaf159c29ebae7fd0e"
        }
      },
      "receipt_sha256": "25c3030081f5c472c181c80decdc6c7d91c948af1d82aba7d006439ed7f2eb4d"
    },
    {
      "storm_id": "222840",
      "lat": 42.3813,
      "lon": -91.0925,
      "motion_east": 3.4,
      "motion_south": 0.1,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 78.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 78.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.4618
        },
        {
          "name": "alignment",
          "value": -7.8143
        },
        {
          "name": "tau",
          "value": 0.7639
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1382
      },
      "coherence_score": 0.7638517618179321,
      "coherence_diagnostics": {
        "tau": 0.7638517618179321,
        "grad_tau": 0.09219913184642792,
        "torsion": 0.0,
        "alignment": -7.814336776733398,
        "S_field": 0.25635838508605957,
        "Gamma_field": 0.5062048435211182,
        "S_over_Gamma": 0.5064321160316467,
        "Da": 34.18848419189453,
        "E_coh": 0.1226787194609642,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.12,
              42.41
            ],
            [
              -91.07,
              42.41
            ],
            [
              -91.06,
              42.4
            ],
            [
              -91.06,
              42.36
            ],
            [
              -91.08,
              42.35
            ],
            [
              -91.11,
              42.35
            ],
            [
              -91.12,
              42.36
            ],
            [
              -91.12,
              42.41
            ]
          ]
        ]
      },
      "raw_probability": 0.1382,
      "confidence_lo": 0.002,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "ccf00b37f74fbcf11ef7c42cfe0bd1f75f39c13d0fc63248b17f4ad3fca65347",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.1382,
        "probability": 0.001979,
        "confidence_lo": 0.00195,
        "confidence_hi": 0.001979,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7a46b905d6596daa491a73357a7216370adedb8d045d6b19ff890200c63a89ab",
        "signature": {
          "alg": "ed25519",
          "sig": "7637571d4d1efa8615c57d9da066fd3755b792b63608f41c416e6c0379a388f6d123762c6eac44e467c3a2b588df17ec8ee2aafebab9a3b903a2e0256e75940d"
        }
      },
      "receipt_sha256": "7a46b905d6596daa491a73357a7216370adedb8d045d6b19ff890200c63a89ab"
    },
    {
      "storm_id": "222534",
      "lat": 28.624,
      "lon": -78.608,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2884.0,
      "ebshear": 15.0,
      "srh01": 36.0,
      "maxllaz": 0.001,
      "mesh": 0.13,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.2118
        },
        {
          "name": "alignment",
          "value": -4.3061
        },
        {
          "name": "tau",
          "value": 2.2765
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1296
      },
      "coherence_score": 2.2764906883239746,
      "coherence_diagnostics": {
        "tau": 2.2764906883239746,
        "grad_tau": 0.3531961441040039,
        "torsion": 0.0,
        "alignment": -4.306082248687744,
        "S_field": 1.038238763809204,
        "Gamma_field": 0.21620483696460724,
        "S_over_Gamma": 4.802106857299805,
        "Da": 12.47152328491211,
        "E_coh": 0.9174820780754089,
        "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": [
          [
            [
              -78.63,
              28.67
            ],
            [
              -78.61,
              28.66
            ],
            [
              -78.58,
              28.66
            ],
            [
              -78.56,
              28.64
            ],
            [
              -78.56,
              28.58
            ],
            [
              -78.58,
              28.56
            ],
            [
              -78.63,
              28.56
            ],
            [
              -78.65,
              28.59
            ],
            [
              -78.65,
              28.65
            ],
            [
              -78.63,
              28.67
            ]
          ]
        ]
      },
      "raw_probability": 0.1296,
      "confidence_lo": 0.002,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "8c0b876022f49ee7a83d8ae13736156cd0ba007e9962910189656a87b65a3ac2",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.1296,
        "probability": 0.001979,
        "confidence_lo": 0.00195,
        "confidence_hi": 0.001979,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f626a14f3f9b682282a2ec9914696b631882a85990b6c3c2397892254693c923",
        "signature": {
          "alg": "ed25519",
          "sig": "425f33449822ac2bd974db08635ac4aa36e13a4d54091c60e7b95b614f669a69ce87b8b8f4bd4a1537b879418814f93196383540a6d8a147d1de83cc0adafe07"
        }
      },
      "receipt_sha256": "f626a14f3f9b682282a2ec9914696b631882a85990b6c3c2397892254693c923"
    },
    {
      "storm_id": "222701",
      "lat": 40.338,
      "lon": -97.844,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 588.0,
      "ebshear": 36.0,
      "srh01": 56.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 56.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.2118
        },
        {
          "name": "alignment",
          "value": -6.8999
        },
        {
          "name": "tau",
          "value": 0.4981
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1273
      },
      "coherence_score": 0.498146116733551,
      "coherence_diagnostics": {
        "tau": 0.498146116733551,
        "grad_tau": 0.08663720637559891,
        "torsion": 0.0,
        "alignment": -6.899937629699707,
        "S_field": 0.1492656022310257,
        "Gamma_field": 0.17537149786949158,
        "S_over_Gamma": 0.851139485836029,
        "Da": 9.186774253845215,
        "E_coh": 0.3225671947002411,
        "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": [
          [
            [
              -97.88,
              40.37
            ],
            [
              -97.79,
              40.37
            ],
            [
              -97.79,
              40.29
            ],
            [
              -97.88,
              40.29
            ],
            [
              -97.88,
              40.37
            ]
          ]
        ]
      },
      "raw_probability": 0.1273,
      "confidence_lo": 0.002,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "8ceea9bf9e7bb28cf2e7368e1cbef29ea0d451a26c3c03f1c48bfb632c78954b",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.1273,
        "probability": 0.001979,
        "confidence_lo": 0.00195,
        "confidence_hi": 0.001979,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "26aab85cb53ec4c2710b4e09693ef7db9594351e98a6c1a555d7e61e8c803a77",
        "signature": {
          "alg": "ed25519",
          "sig": "daa0f37d3fc0b58f90bd57fb787257b6ba337dc0ae322d8e9286831bf360ba9602f0533a5e0b6617f3415fefaa40891dc86f56b1015c7a2db3da6cf633ce9a09"
        }
      },
      "receipt_sha256": "26aab85cb53ec4c2710b4e09693ef7db9594351e98a6c1a555d7e61e8c803a77"
    },
    {
      "storm_id": "222818",
      "lat": 44.0057,
      "lon": -81.6029,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 81.0,
      "maxllaz": 0.0,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 81.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.5868
        },
        {
          "name": "alignment",
          "value": 5.8605
        },
        {
          "name": "tau",
          "value": 0.5112
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1251
      },
      "coherence_score": 0.5112160444259644,
      "coherence_diagnostics": {
        "tau": 0.5112160444259644,
        "grad_tau": 0.10550262033939362,
        "torsion": 0.0,
        "alignment": 5.860465049743652,
        "S_field": 0.1737239807844162,
        "Gamma_field": 0.1712048351764679,
        "S_over_Gamma": 1.014714241027832,
        "Da": 10.998672485351562,
        "E_coh": 0.52779620885849,
        "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": [
          [
            [
              -81.62,
              44.04
            ],
            [
              -81.57,
              44.04
            ],
            [
              -81.57,
              43.96
            ],
            [
              -81.62,
              43.96
            ],
            [
              -81.61,
              43.97
            ],
            [
              -81.61,
              44.03
            ],
            [
              -81.62,
              44.04
            ]
          ]
        ]
      },
      "raw_probability": 0.1251,
      "confidence_lo": 0.002,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "7914851cdd345d81d5f276d6e88486e11197ecf55195b2d92d142193c486d66e",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.1251,
        "probability": 0.001979,
        "confidence_lo": 0.00195,
        "confidence_hi": 0.001979,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "da3c2bae0972f7b3e16d6daf4dc1fe9ecac76c89d2778f38cd31847e0aafad69",
        "signature": {
          "alg": "ed25519",
          "sig": "58d31f97039343b0cc67a1eb52838b0d57aeecf33a4c33dcad9f85178370fd13bd430713f52d521fd967a5dd52f66bca51b01e2c47c08a6613b7e14e2e81d30d"
        }
      },
      "receipt_sha256": "da3c2bae0972f7b3e16d6daf4dc1fe9ecac76c89d2778f38cd31847e0aafad69"
    },
    {
      "storm_id": "222817",
      "lat": 44.2832,
      "lon": -81.5336,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2.0,
      "ebshear": 0.0,
      "srh01": 70.0,
      "maxllaz": 0.001,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 70.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.5868
        },
        {
          "name": "alignment",
          "value": 5.8605
        },
        {
          "name": "tau",
          "value": 0.5112
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1246
      },
      "coherence_score": 0.5112160444259644,
      "coherence_diagnostics": {
        "tau": 0.5112160444259644,
        "grad_tau": 0.10550262033939362,
        "torsion": 0.0,
        "alignment": 5.860465049743652,
        "S_field": 0.1737239807844162,
        "Gamma_field": 0.1712048351764679,
        "S_over_Gamma": 1.014714241027832,
        "Da": 10.998672485351562,
        "E_coh": 0.52779620885849,
        "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": [
          [
            [
              -81.59,
              44.38
            ],
            [
              -81.5,
              44.38
            ],
            [
              -81.48,
              44.37
            ],
            [
              -81.49,
              44.36
            ],
            [
              -81.48,
              44.28
            ],
            [
              -81.46,
              44.26
            ],
            [
              -81.44,
              44.26
            ],
            [
              -81.43,
              44.24
            ],
            [
              -81.41,
              44.24
            ],
            [
              -81.41,
              44.23
            ],
            [
              -81.49,
              44.23
            ],
            [
              -81.5,
              44.24
            ],
            [
              -81.51,
              44.23
            ],
            [
              -81.51,
              44.2
            ],
            [
              -81.6,
              44.2
            ],
            [
              -81.61,
              44.21
            ],
            [
              -81.63,
              44.21
            ],
            [
              -81.64,
              44.22
            ],
            [
              -81.64,
              44.3
            ],
            [
              -81.6,
              44.29
            ],
            [
              -81.58,
              44.31
            ],
            [
              -81.58,
              44.34
            ],
            [
              -81.59,
              44.35
            ],
            [
              -81.58,
              44.37
            ],
            [
              -81.59,
              44.38
            ]
          ]
        ]
      },
      "raw_probability": 0.1246,
      "confidence_lo": 0.002,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "6f358ad2db0ad2cb804d8109d1555a514bfa7ceb17bbed4d4f38e5a8b7944586",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.1246,
        "probability": 0.001979,
        "confidence_lo": 0.00195,
        "confidence_hi": 0.001979,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9f5e8cfba89e633f5068881e12c0676f354f50d67b147f4eb3b7de91987d4ffc",
        "signature": {
          "alg": "ed25519",
          "sig": "57fb953d23c1287fb43ed8484c6387876b9f2f3693defaf838847e75b8803f1579cb76af6ff2c9a740b6241b8c66538b886420e02c95c437289be58710302801"
        }
      },
      "receipt_sha256": "9f5e8cfba89e633f5068881e12c0676f354f50d67b147f4eb3b7de91987d4ffc"
    },
    {
      "storm_id": "222499",
      "lat": 40.6473,
      "lon": -92.6018,
      "motion_east": 3.6,
      "motion_south": 0.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 292.0,
      "ebshear": 36.0,
      "srh01": 161.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 161.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.2118
        },
        {
          "name": "alignment",
          "value": 1.4843
        },
        {
          "name": "tau",
          "value": 0.8515
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1235
      },
      "coherence_score": 0.8515301942825317,
      "coherence_diagnostics": {
        "tau": 0.8515301942825317,
        "grad_tau": 0.11970315873622894,
        "torsion": 0.0,
        "alignment": 1.4843140840530396,
        "S_field": 0.16505643725395203,
        "Gamma_field": 0.16120482981204987,
        "S_over_Gamma": 1.0238926410675049,
        "Da": 9.897446632385254,
        "E_coh": 0.4442805349826813,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.63,
              40.73
            ],
            [
              -92.58,
              40.73
            ],
            [
              -92.55,
              40.67
            ],
            [
              -92.55,
              40.62
            ],
            [
              -92.57,
              40.6
            ],
            [
              -92.57,
              40.59
            ],
            [
              -92.6,
              40.57
            ],
            [
              -92.64,
              40.58
            ],
            [
              -92.65,
              40.6
            ],
            [
              -92.65,
              40.7
            ],
            [
              -92.63,
              40.73
            ]
          ]
        ]
      },
      "raw_probability": 0.1235,
      "confidence_lo": 0.002,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "e54083ca49f90be425a7b920db62e98affe00efe0da3ac2742d314061acb7eef",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.1235,
        "probability": 0.001979,
        "confidence_lo": 0.00195,
        "confidence_hi": 0.001979,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fbb73a43f9c2a8cb555664d322f6f2b7b948c2f461c8c2bdcc48382e4bed5d19",
        "signature": {
          "alg": "ed25519",
          "sig": "7c928b11ba7ae9ae79b043b94ee61356d63340d00abd774a065b7ca18fedf11a63b927a1df934aad9dff01b35fe1cf53aa5b290ae29766f0bdc91fe9851d1f00"
        }
      },
      "receipt_sha256": "fbb73a43f9c2a8cb555664d322f6f2b7b948c2f461c8c2bdcc48382e4bed5d19"
    },
    {
      "storm_id": "222803",
      "lat": 36.4456,
      "lon": -96.4333,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 686.0,
      "ebshear": 40.0,
      "srh01": 146.0,
      "maxllaz": 0.001,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 146.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.5868
        },
        {
          "name": "alignment",
          "value": 3.9406
        },
        {
          "name": "tau",
          "value": 0.3792
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.123
      },
      "coherence_score": 0.3791709244251251,
      "coherence_diagnostics": {
        "tau": 0.3791709244251251,
        "grad_tau": 0.02482135407626629,
        "torsion": 0.0,
        "alignment": 3.9406204223632812,
        "S_field": 0.2428310364484787,
        "Gamma_field": 0.3053715229034424,
        "S_over_Gamma": 0.7951986789703369,
        "Da": 19.84477424621582,
        "E_coh": 0.3607546091079712,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.45,
              36.48
            ],
            [
              -96.41,
              36.48
            ],
            [
              -96.4,
              36.47
            ],
            [
              -96.4,
              36.42
            ],
            [
              -96.41,
              36.41
            ],
            [
              -96.45,
              36.41
            ],
            [
              -96.46,
              36.42
            ],
            [
              -96.47,
              36.44
            ],
            [
              -96.45,
              36.48
            ]
          ]
        ]
      },
      "raw_probability": 0.123,
      "confidence_lo": 0.002,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "1997c3e36a331cdd2c644887dc13c924546b8dc416306fd5cd626a0d9d46718f",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.123,
        "probability": 0.001979,
        "confidence_lo": 0.00195,
        "confidence_hi": 0.001979,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dc8e5cbf09e359a499422e3a8573c67368f94c3f5398dd8e9b16e3d9d8b147ff",
        "signature": {
          "alg": "ed25519",
          "sig": "f6ee55e1f511f9d3de9a23d1bccc8a0e86fc403d28f2155c2263d747b81ea8812955f6a23305ffcb84bcc373a058bd818bf4a9b1bca2e59d6b4f7542a984bb0b"
        }
      },
      "receipt_sha256": "dc8e5cbf09e359a499422e3a8573c67368f94c3f5398dd8e9b16e3d9d8b147ff"
    },
    {
      "storm_id": "221601",
      "lat": 36.9233,
      "lon": -98.4433,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 694.0,
      "ebshear": 31.0,
      "srh01": 192.0,
      "maxllaz": 0.003,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 192.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.9618
        },
        {
          "name": "alignment",
          "value": -3.5494
        },
        {
          "name": "tau",
          "value": 0.3168
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1186
      },
      "coherence_score": 0.31684616208076477,
      "coherence_diagnostics": {
        "tau": 0.31684616208076477,
        "grad_tau": 0.014310033991932869,
        "torsion": 0.0,
        "alignment": -3.5493502616882324,
        "S_field": 0.3707808554172516,
        "Gamma_field": 1.1628714799880981,
        "S_over_Gamma": 0.3188493847846985,
        "Da": 76.40096282958984,
        "E_coh": 0.5024563670158386,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.47,
              36.96
            ],
            [
              -98.41,
              36.96
            ],
            [
              -98.39,
              36.93
            ],
            [
              -98.39,
              36.89
            ],
            [
              -98.42,
              36.87
            ],
            [
              -98.46,
              36.87
            ],
            [
              -98.49,
              36.93
            ],
            [
              -98.49,
              36.94
            ],
            [
              -98.47,
              36.96
            ]
          ]
        ]
      },
      "raw_probability": 0.1186,
      "confidence_lo": 0.002,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "615b83d6a00869a2deeb7812e004c7cad905750ea3628cd7cf7b9b1e9eefcdb7",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.1186,
        "probability": 0.001979,
        "confidence_lo": 0.00195,
        "confidence_hi": 0.001979,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8d6aed55d077206214eda16e996f0f06ecab93214d12d2eea436ef28f9552556",
        "signature": {
          "alg": "ed25519",
          "sig": "db480858a190828e0fd31cd2d85cb3f742b5befe7dd3656b15d7382328666bffff02df84c98516a183b1ed3b5bd0d92eb6ffe5815e357a48584d763101214e03"
        }
      },
      "receipt_sha256": "8d6aed55d077206214eda16e996f0f06ecab93214d12d2eea436ef28f9552556"
    },
    {
      "storm_id": "222789",
      "lat": 28.861,
      "lon": -78.115,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2813.0,
      "ebshear": 22.0,
      "srh01": 46.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 46.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.2118
        },
        {
          "name": "alignment",
          "value": -4.3061
        },
        {
          "name": "tau",
          "value": 2.2765
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1166
      },
      "coherence_score": 2.2764906883239746,
      "coherence_diagnostics": {
        "tau": 2.2764906883239746,
        "grad_tau": 0.3531961441040039,
        "torsion": 0.0,
        "alignment": -4.306082248687744,
        "S_field": 1.038238763809204,
        "Gamma_field": 0.21620483696460724,
        "S_over_Gamma": 4.802106857299805,
        "Da": 12.47152328491211,
        "E_coh": 0.9174820780754089,
        "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": [
          [
            [
              -78.11,
              28.92
            ],
            [
              -78.08,
              28.92
            ],
            [
              -78.05,
              28.89
            ],
            [
              -78.04,
              28.86
            ],
            [
              -78.1,
              28.79
            ],
            [
              -78.14,
              28.78
            ],
            [
              -78.16,
              28.82
            ],
            [
              -78.18,
              28.84
            ],
            [
              -78.18,
              28.87
            ],
            [
              -78.11,
              28.92
            ]
          ]
        ]
      },
      "raw_probability": 0.1166,
      "confidence_lo": 0.002,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "bf2b77e290844754b2f55e9e7ff2e377e9bb1dae9d0ba34a0b7892958fe8721e",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.1166,
        "probability": 0.001979,
        "confidence_lo": 0.00195,
        "confidence_hi": 0.001979,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "73e62f630c35212377b3a39946e217c243523a5c3a2aa0be50c9ff8bd978c4e7",
        "signature": {
          "alg": "ed25519",
          "sig": "347ca9f9b03a3009e251d34628ff5d4929112192cf3428fd08a4e35961f3092a842c082a69856ed60c844a967bd7f22a66a2fea9a6bdfb57df62901e219d3800"
        }
      },
      "receipt_sha256": "73e62f630c35212377b3a39946e217c243523a5c3a2aa0be50c9ff8bd978c4e7"
    },
    {
      "storm_id": "222071",
      "lat": 50.1544,
      "lon": -107.7356,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 968.0,
      "ebshear": 48.0,
      "srh01": 201.0,
      "maxllaz": 0.001,
      "mesh": 0.22,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 201.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.0868
        },
        {
          "name": "alignment",
          "value": -5.2458
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1161
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.18662211298942566,
        "torsion": 0.0,
        "alignment": -5.245777130126953,
        "S_field": 0.1558699607849121,
        "Gamma_field": 0.1803715080022812,
        "S_over_Gamma": 0.8641606569290161,
        "Da": 10.689927101135254,
        "E_coh": 0.4967014193534851,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.75,
              50.19
            ],
            [
              -107.72,
              50.19
            ],
            [
              -107.7,
              50.17
            ],
            [
              -107.7,
              50.13
            ],
            [
              -107.71,
              50.11
            ],
            [
              -107.75,
              50.11
            ],
            [
              -107.77,
              50.13
            ],
            [
              -107.77,
              50.17
            ],
            [
              -107.75,
              50.19
            ]
          ]
        ]
      },
      "raw_probability": 0.1161,
      "confidence_lo": 0.002,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "91a745b3215e045e90fc8f25033517700819fe8c0a8ad1d190140a6d2d20a53b",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.1161,
        "probability": 0.001979,
        "confidence_lo": 0.00195,
        "confidence_hi": 0.001979,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d90c36f1a74de68f9cb796f82bda5968a42e57a13f1a182a14d0b94ff4d43240",
        "signature": {
          "alg": "ed25519",
          "sig": "bd7970f2ebe51b350e886b6024d5f3c7a9925c6f71250dbb981abfe8274b0caf413561059cfbab024a764613b28583344c5051a84843e900974c4017c6108a00"
        }
      },
      "receipt_sha256": "d90c36f1a74de68f9cb796f82bda5968a42e57a13f1a182a14d0b94ff4d43240"
    },
    {
      "storm_id": "222510",
      "lat": 50.104,
      "lon": -107.4455,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 861.0,
      "ebshear": 45.0,
      "srh01": 180.0,
      "maxllaz": 0.004,
      "mesh": 0.68,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 180.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.0868
        },
        {
          "name": "alignment",
          "value": -5.2458
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1161
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.18662211298942566,
        "torsion": 0.0,
        "alignment": -5.245777130126953,
        "S_field": 0.1558699607849121,
        "Gamma_field": 0.1803715080022812,
        "S_over_Gamma": 0.8641606569290161,
        "Da": 10.689927101135254,
        "E_coh": 0.4967014193534851,
        "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": [
          [
            [
              -107.38,
              50.17
            ],
            [
              -107.36,
              50.15
            ],
            [
              -107.35,
              50.13
            ],
            [
              -107.36,
              50.12
            ],
            [
              -107.35,
              50.11
            ],
            [
              -107.37,
              50.07
            ],
            [
              -107.41,
              50.03
            ],
            [
              -107.43,
              50.03
            ],
            [
              -107.44,
              50.02
            ],
            [
              -107.49,
              50.02
            ],
            [
              -107.57,
              50.06
            ],
            [
              -107.58,
              50.08
            ],
            [
              -107.58,
              50.11
            ],
            [
              -107.56,
              50.13
            ],
            [
              -107.55,
              50.12
            ],
            [
              -107.46,
              50.12
            ],
            [
              -107.44,
              50.14
            ],
            [
              -107.43,
              50.14
            ],
            [
              -107.42,
              50.16
            ],
            [
              -107.38,
              50.17
            ]
          ]
        ]
      },
      "raw_probability": 0.1161,
      "confidence_lo": 0.002,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "91a745b3215e045e90fc8f25033517700819fe8c0a8ad1d190140a6d2d20a53b",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.1161,
        "probability": 0.001979,
        "confidence_lo": 0.00195,
        "confidence_hi": 0.001979,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d90c36f1a74de68f9cb796f82bda5968a42e57a13f1a182a14d0b94ff4d43240",
        "signature": {
          "alg": "ed25519",
          "sig": "bd7970f2ebe51b350e886b6024d5f3c7a9925c6f71250dbb981abfe8274b0caf413561059cfbab024a764613b28583344c5051a84843e900974c4017c6108a00"
        }
      },
      "receipt_sha256": "d90c36f1a74de68f9cb796f82bda5968a42e57a13f1a182a14d0b94ff4d43240"
    },
    {
      "storm_id": "222796",
      "lat": 44.2822,
      "lon": -96.1178,
      "motion_east": 4.5,
      "motion_south": -2.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 319.0,
      "ebshear": 24.0,
      "srh01": 76.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 76.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.4618
        },
        {
          "name": "alignment",
          "value": 5.3904
        },
        {
          "name": "tau",
          "value": 0.6419
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.113
      },
      "coherence_score": 0.6418907046318054,
      "coherence_diagnostics": {
        "tau": 0.6418907046318054,
        "grad_tau": 0.010548618622124195,
        "torsion": 0.0,
        "alignment": 5.39040470123291,
        "S_field": 0.2588505744934082,
        "Gamma_field": 0.3912048637866974,
        "S_over_Gamma": 0.6616752743721008,
        "Da": 21.534900665283203,
        "E_coh": 0.6731484532356262,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.12,
              44.31
            ],
            [
              -96.09,
              44.31
            ],
            [
              -96.08,
              44.3
            ],
            [
              -96.08,
              44.27
            ],
            [
              -96.1,
              44.25
            ],
            [
              -96.15,
              44.25
            ],
            [
              -96.16,
              44.26
            ],
            [
              -96.16,
              44.28
            ],
            [
              -96.12,
              44.31
            ]
          ]
        ]
      },
      "raw_probability": 0.113,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "ec1a3ac855a4975f6bf6b375a45b3f351160740545346ac11b81659bc0f4bdf1",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.113,
        "probability": 0.001978,
        "confidence_lo": 0.001736,
        "confidence_hi": 0.001979,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3f6097722a14d05f7783d4b93069dc59cab9d9fd0e160875d4b8cfe4464a35af",
        "signature": {
          "alg": "ed25519",
          "sig": "186659f6ee3df178b490d4abea5994c42d1b65e309dcbfccf2bcf659dfb6558dfb8acd75c175a728c42da159e7264e8c131f2b2bf7aa283187a1afa80e9ba50f"
        }
      },
      "receipt_sha256": "3f6097722a14d05f7783d4b93069dc59cab9d9fd0e160875d4b8cfe4464a35af"
    },
    {
      "storm_id": "222684",
      "lat": 38.7433,
      "lon": -96.5333,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 939.0,
      "ebshear": 46.0,
      "srh01": 296.0,
      "maxllaz": 0.003,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 296.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.2118
        },
        {
          "name": "alignment",
          "value": 2.5336
        },
        {
          "name": "tau",
          "value": 0.3577
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1099
      },
      "coherence_score": 0.3577442765235901,
      "coherence_diagnostics": {
        "tau": 0.3577442765235901,
        "grad_tau": 0.059903405606746674,
        "torsion": 0.0,
        "alignment": 2.5336203575134277,
        "S_field": 0.33409327268600464,
        "Gamma_field": 1.4012048244476318,
        "S_over_Gamma": 0.2384328544139862,
        "Da": 80.28531646728516,
        "E_coh": 0.6882508993148804,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.55,
              38.78
            ],
            [
              -96.52,
              38.78
            ],
            [
              -96.5,
              38.77
            ],
            [
              -96.5,
              38.71
            ],
            [
              -96.51,
              38.7
            ],
            [
              -96.55,
              38.7
            ],
            [
              -96.56,
              38.71
            ],
            [
              -96.56,
              38.76
            ],
            [
              -96.55,
              38.78
            ]
          ]
        ]
      },
      "raw_probability": 0.1099,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "80488a17158bba9de8c47d8598d6e9cae0e08d9c3444eff4e3566a1ed2f208f5",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.1099,
        "probability": 0.001963,
        "confidence_lo": 0.001736,
        "confidence_hi": 0.001964,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cdd87715332280c111ba894ac88c7fa708b8f3a5ef647fe4b8339d4a5a3915e4",
        "signature": {
          "alg": "ed25519",
          "sig": "e93ce1eda82955a261f735c4816dad8432dadf1d5c4577391bdd93d3ccf5a8453fab330520dedc57f6a1b4780559c3789fd302594749dd890569e674d2dcf104"
        }
      },
      "receipt_sha256": "cdd87715332280c111ba894ac88c7fa708b8f3a5ef647fe4b8339d4a5a3915e4"
    },
    {
      "storm_id": "222738",
      "lat": 43.8344,
      "lon": -96.0189,
      "motion_east": 4.5,
      "motion_south": -2.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 735.0,
      "ebshear": 28.0,
      "srh01": 103.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 103.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.4618
        },
        {
          "name": "alignment",
          "value": 5.3904
        },
        {
          "name": "tau",
          "value": 0.6419
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1084
      },
      "coherence_score": 0.6418907046318054,
      "coherence_diagnostics": {
        "tau": 0.6418907046318054,
        "grad_tau": 0.010548618622124195,
        "torsion": 0.0,
        "alignment": 5.39040470123291,
        "S_field": 0.2588505744934082,
        "Gamma_field": 0.3912048637866974,
        "S_over_Gamma": 0.6616752743721008,
        "Da": 21.534900665283203,
        "E_coh": 0.6731484532356262,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.04,
              43.86
            ],
            [
              -95.99,
              43.86
            ],
            [
              -95.98,
              43.85
            ],
            [
              -95.98,
              43.82
            ],
            [
              -96.0,
              43.8
            ],
            [
              -96.04,
              43.8
            ],
            [
              -96.05,
              43.81
            ],
            [
              -96.05,
              43.85
            ],
            [
              -96.04,
              43.86
            ]
          ]
        ]
      },
      "raw_probability": 0.1084,
      "confidence_lo": 0.0013,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "75ac789da1a376db76c7007aba16cfe5109e86b639692ef44ea7ab48dbd0d142",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.1084,
        "probability": 0.001963,
        "confidence_lo": 0.001299,
        "confidence_hi": 0.001964,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c0d039e8e395581e85eef7b6cafac64b9ebc9d38019d2d04d2d06c194acf742a",
        "signature": {
          "alg": "ed25519",
          "sig": "e2fd9e46ba359e2f00df13472b3edc9de492d45435726ea9e7e7dbc4eee46bf640c47ef11ff1e8a2d084ac1de06b467864883f01125245276cea071ab70ae10e"
        }
      },
      "receipt_sha256": "c0d039e8e395581e85eef7b6cafac64b9ebc9d38019d2d04d2d06c194acf742a"
    },
    {
      "storm_id": "222728",
      "lat": 31.5238,
      "lon": -76.1392,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3121.0,
      "ebshear": 2.0,
      "srh01": 5.0,
      "maxllaz": 0.0,
      "mesh": 0.24,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.0868
        },
        {
          "name": "alignment",
          "value": -5.8453
        },
        {
          "name": "tau",
          "value": 1.4233
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1015
      },
      "coherence_score": 1.4232937097549438,
      "coherence_diagnostics": {
        "tau": 1.4232937097549438,
        "grad_tau": 0.4931747019290924,
        "torsion": 0.0,
        "alignment": -5.845296382904053,
        "S_field": 0.3031856417655945,
        "Gamma_field": 0.6103715300559998,
        "S_over_Gamma": 0.49672311544418335,
        "Da": 40.900856018066406,
        "E_coh": 0.5921940207481384,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.13,
              31.57
            ],
            [
              -76.04,
              31.57
            ],
            [
              -76.05,
              31.56
            ],
            [
              -76.05,
              31.49
            ],
            [
              -76.09,
              31.46
            ],
            [
              -76.17,
              31.45
            ],
            [
              -76.2,
              31.48
            ],
            [
              -76.2,
              31.5
            ],
            [
              -76.19,
              31.51
            ],
            [
              -76.21,
              31.53
            ],
            [
              -76.21,
              31.56
            ],
            [
              -76.14,
              31.56
            ],
            [
              -76.13,
              31.57
            ]
          ]
        ]
      },
      "raw_probability": 0.1015,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "aab59c8095d7ad0ac24c2552ea76822f56570bed69b15c64b4e8bd95bb06f7c5",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.1015,
        "probability": 0.001401,
        "confidence_lo": 0.001299,
        "confidence_hi": 0.001401,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f80ae6d46823f99bc2a3a441df5c7c864687bb60afb205936130d1fcd40eda23",
        "signature": {
          "alg": "ed25519",
          "sig": "874fa6d7fbb88ff92e97b5293851e4ee6d616dfae23ebb9455c66b450426808eebca0cbe37acc705b52a2c16185390bc76fc2b54f6574a410519e0571de39f07"
        }
      },
      "receipt_sha256": "f80ae6d46823f99bc2a3a441df5c7c864687bb60afb205936130d1fcd40eda23"
    },
    {
      "storm_id": "222752",
      "lat": 49.5186,
      "lon": -88.4114,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 682.0,
      "ebshear": 23.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 16.8368
        },
        {
          "name": "alignment",
          "value": 6.3167
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1002
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.16049087047576904,
        "torsion": 0.0,
        "alignment": 6.316722869873047,
        "S_field": 0.11682883650064468,
        "Gamma_field": 0.19120483100414276,
        "S_over_Gamma": 0.6110140681266785,
        "Da": 10.384963035583496,
        "E_coh": 0.303580105304718,
        "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": [
          [
            [
              -88.4,
              49.55
            ],
            [
              -88.39,
              49.54
            ],
            [
              -88.39,
              49.48
            ],
            [
              -88.42,
              49.48
            ],
            [
              -88.44,
              49.49
            ],
            [
              -88.44,
              49.54
            ],
            [
              -88.4,
              49.55
            ]
          ]
        ]
      },
      "raw_probability": 0.1002,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "688454ccc93028bcbfba3745087bdd635c0f48363c6f6aad024be5dc786bb161",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.1002,
        "probability": 0.001401,
        "confidence_lo": 0.001299,
        "confidence_hi": 0.001401,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "517078ce6d280749f6085b42aaa8799eaf4b2ca192448846e9595d3b107a0913",
        "signature": {
          "alg": "ed25519",
          "sig": "18c681c81c9756577b1e5413edea64d0239c160fb0f3c7d4d7c576445ef1d06f6fab0784a95970ef8dfe7754999cf1ddb2c0d4539dc0b32af8d7c757ed2aa10b"
        }
      },
      "receipt_sha256": "517078ce6d280749f6085b42aaa8799eaf4b2ca192448846e9595d3b107a0913"
    },
    {
      "storm_id": "222535",
      "lat": 47.32,
      "lon": -107.7122,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 141.0,
      "ebshear": 17.0,
      "srh01": 229.0,
      "maxllaz": 0.003,
      "mesh": 0.28,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 229.0
        },
        {
          "name": "hrrr_pwat",
          "value": 9.0868
        },
        {
          "name": "alignment",
          "value": -0.3373
        },
        {
          "name": "tau",
          "value": 0.3266
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0974
      },
      "coherence_score": 0.32664936780929565,
      "coherence_diagnostics": {
        "tau": 0.32664936780929565,
        "grad_tau": 0.0969606339931488,
        "torsion": 0.0,
        "alignment": -0.33728697896003723,
        "S_field": 0.18811959028244019,
        "Gamma_field": 0.30703818798065186,
        "S_over_Gamma": 0.6126911640167236,
        "Da": 17.92268180847168,
        "E_coh": 0.6058219075202942,
        "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": [
          [
            [
              -107.73,
              47.35
            ],
            [
              -107.69,
              47.35
            ],
            [
              -107.68,
              47.33
            ],
            [
              -107.68,
              47.3
            ],
            [
              -107.7,
              47.28
            ],
            [
              -107.72,
              47.28
            ],
            [
              -107.74,
              47.3
            ],
            [
              -107.74,
              47.34
            ],
            [
              -107.73,
              47.35
            ]
          ]
        ]
      },
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "5f3cecb772c6ee3f8d91daa7ddface8fd1938fabcb5db4fa059d5c27e125da90",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0974,
        "probability": 0.001365,
        "confidence_lo": 0.001299,
        "confidence_hi": 0.001365,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e6b8e97b45c967e4973b65e006fb671292b76423871afd7b7556471ae915bc4c",
        "signature": {
          "alg": "ed25519",
          "sig": "56980a32fa365434ff5a484432ea33b86884f95ce07b46c26837a040408b24df996cf8ede20d691f82d48e60a47d02d137a2c2876188cdcdecf0a999d088e207"
        }
      },
      "receipt_sha256": "e6b8e97b45c967e4973b65e006fb671292b76423871afd7b7556471ae915bc4c"
    },
    {
      "storm_id": "222790",
      "lat": 28.4563,
      "lon": -78.5387,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2727.0,
      "ebshear": 19.0,
      "srh01": 44.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.5868
        },
        {
          "name": "alignment",
          "value": 0.2139
        },
        {
          "name": "tau",
          "value": 2.3477
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0967
      },
      "coherence_score": 2.3477001190185547,
      "coherence_diagnostics": {
        "tau": 2.3477001190185547,
        "grad_tau": 0.0769456997513771,
        "torsion": 0.0,
        "alignment": 0.21394479274749756,
        "S_field": 0.8869796395301819,
        "Gamma_field": 0.20787149667739868,
        "S_over_Gamma": 4.266961574554443,
        "Da": 12.97261905670166,
        "E_coh": 0.9828872680664062,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.56,
              28.48
            ],
            [
              -78.54,
              28.48
            ],
            [
              -78.53,
              28.46
            ],
            [
              -78.5,
              28.46
            ],
            [
              -78.5,
              28.42
            ],
            [
              -78.55,
              28.42
            ],
            [
              -78.57,
              28.45
            ],
            [
              -78.56,
              28.48
            ]
          ]
        ]
      },
      "raw_probability": 0.0967,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "a86ea96a14c0cf26c4aa570ad2e2a7596669f20d9c73313607a478786e02e850",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0967,
        "probability": 0.001358,
        "confidence_lo": 0.001299,
        "confidence_hi": 0.001358,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1d0b34890790af47773be59fc607938ff641016f5a9c1a9a9e557d44f35f5847",
        "signature": {
          "alg": "ed25519",
          "sig": "38427c7b4cc880e7d1326ab3aefae2652c32ad6ec17fdf16a8682f218be0c0093949b8efce44ab1edc7f3257611d62290548d837cbfda56b84c88345e1a8ca06"
        }
      },
      "receipt_sha256": "1d0b34890790af47773be59fc607938ff641016f5a9c1a9a9e557d44f35f5847"
    },
    {
      "storm_id": "222808",
      "lat": 28.7483,
      "lon": -83.6358,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2728.0,
      "ebshear": 23.0,
      "srh01": 54.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 54.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.0868
        },
        {
          "name": "alignment",
          "value": -0.3861
        },
        {
          "name": "tau",
          "value": 2.3858
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0964
      },
      "coherence_score": 2.385772705078125,
      "coherence_diagnostics": {
        "tau": 2.385772705078125,
        "grad_tau": 0.09810647368431091,
        "torsion": 0.0,
        "alignment": -0.3861229419708252,
        "S_field": 0.4328823983669281,
        "Gamma_field": 0.26953819394111633,
        "S_over_Gamma": 1.6060150861740112,
        "Da": 16.736019134521484,
        "E_coh": 0.9576051831245422,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.68,
              28.79
            ],
            [
              -83.59,
              28.79
            ],
            [
              -83.59,
              28.77
            ],
            [
              -83.6,
              28.76
            ],
            [
              -83.6,
              28.7
            ],
            [
              -83.61,
              28.69
            ],
            [
              -83.64,
              28.71
            ],
            [
              -83.64,
              28.74
            ],
            [
              -83.65,
              28.75
            ],
            [
              -83.67,
              28.74
            ],
            [
              -83.68,
              28.75
            ],
            [
              -83.68,
              28.79
            ]
          ]
        ]
      },
      "raw_probability": 0.0964,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "378fdfeec8dfdca387e75349e063ed657daffda221ac9b6696f3a26e1a6e844d",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0964,
        "probability": 0.001358,
        "confidence_lo": 0.001299,
        "confidence_hi": 0.001358,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f21268a4942e80e2d4b7b0854c18193191ab3594f7dcb410e9a6040db5acb9cc",
        "signature": {
          "alg": "ed25519",
          "sig": "48e17de3c7e82a79b648ee4a8ccc7ecb7c75c8dfc107deb579568f96d2293ff4d288ba36c91421fe2389036776cb49431c66d8d4b974a6264cda8c9ff4b9050c"
        }
      },
      "receipt_sha256": "f21268a4942e80e2d4b7b0854c18193191ab3594f7dcb410e9a6040db5acb9cc"
    },
    {
      "storm_id": "222121",
      "lat": 44.0309,
      "lon": -96.0436,
      "motion_east": 4.6,
      "motion_south": -2.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 488.0,
      "ebshear": 27.0,
      "srh01": 66.0,
      "maxllaz": 0.004,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 66.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.4618
        },
        {
          "name": "alignment",
          "value": 5.3904
        },
        {
          "name": "tau",
          "value": 0.6419
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0952
      },
      "coherence_score": 0.6418907046318054,
      "coherence_diagnostics": {
        "tau": 0.6418907046318054,
        "grad_tau": 0.010548618622124195,
        "torsion": 0.0,
        "alignment": 5.39040470123291,
        "S_field": 0.2588505744934082,
        "Gamma_field": 0.3912048637866974,
        "S_over_Gamma": 0.6616752743721008,
        "Da": 21.534900665283203,
        "E_coh": 0.6731484532356262,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.13,
              44.17
            ],
            [
              -96.1,
              44.17
            ],
            [
              -96.04,
              44.11
            ],
            [
              -96.03,
              44.08
            ],
            [
              -95.98,
              44.03
            ],
            [
              -95.93,
              44.01
            ],
            [
              -95.91,
              43.99
            ],
            [
              -95.91,
              43.95
            ],
            [
              -95.92,
              43.94
            ],
            [
              -95.94,
              43.94
            ],
            [
              -95.95,
              43.93
            ],
            [
              -95.99,
              43.93
            ],
            [
              -96.01,
              43.94
            ],
            [
              -96.05,
              43.98
            ],
            [
              -96.09,
              43.99
            ],
            [
              -96.1,
              44.0
            ],
            [
              -96.13,
              43.99
            ],
            [
              -96.15,
              44.01
            ],
            [
              -96.15,
              44.1
            ],
            [
              -96.16,
              44.11
            ],
            [
              -96.16,
              44.14
            ],
            [
              -96.13,
              44.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0952,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "0d3cfacedc40ec836bef288d2d60c052c71bb09d0f8ece67dc65f74dfd99b81d",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0952,
        "probability": 0.001358,
        "confidence_lo": 0.001299,
        "confidence_hi": 0.001358,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "647e5f62df7a02e4702c9b028637605ada9aa79934e7672483607d74f0144938",
        "signature": {
          "alg": "ed25519",
          "sig": "699a1d0be930a43f52ec5fd607bce414cd385c70e7c68e18d27494f2f6ddbb1a7358b3da20c71a58caa7f02080fcc894146504029c480c888d673ac9810c4f07"
        }
      },
      "receipt_sha256": "647e5f62df7a02e4702c9b028637605ada9aa79934e7672483607d74f0144938"
    },
    {
      "storm_id": "221407",
      "lat": 39.3882,
      "lon": -97.91,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 460.0,
      "ebshear": 47.0,
      "srh01": 218.0,
      "maxllaz": 0.004,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 218.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.5868
        },
        {
          "name": "alignment",
          "value": -1.7262
        },
        {
          "name": "tau",
          "value": 0.3909
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0951
      },
      "coherence_score": 0.3909382224082947,
      "coherence_diagnostics": {
        "tau": 0.3909382224082947,
        "grad_tau": 0.04276911914348602,
        "torsion": 0.0,
        "alignment": -1.726212501525879,
        "S_field": 0.48490822315216064,
        "Gamma_field": 1.0945380926132202,
        "S_over_Gamma": 0.4430254399776459,
        "Da": 59.803184509277344,
        "E_coh": 0.6979541778564453,
        "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": 6,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.92,
              39.43
            ],
            [
              -97.87,
              39.43
            ],
            [
              -97.85,
              39.41
            ],
            [
              -97.85,
              39.37
            ],
            [
              -97.88,
              39.34
            ],
            [
              -97.93,
              39.34
            ],
            [
              -97.95,
              39.36
            ],
            [
              -97.94,
              39.37
            ],
            [
              -97.95,
              39.38
            ],
            [
              -97.95,
              39.41
            ],
            [
              -97.92,
              39.43
            ]
          ]
        ]
      },
      "raw_probability": 0.0951,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "32f5c2e6154f75fdc1479f0b978c9d9f551215ad69c662b986551d4ff885b0e5",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0951,
        "probability": 0.001358,
        "confidence_lo": 0.001299,
        "confidence_hi": 0.001358,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cb0ca7d15ddbb16302b97da5f3b39b32f650bc1e1f6dcfa30e726a807a63cd45",
        "signature": {
          "alg": "ed25519",
          "sig": "8e955fd16edc53c23b4bd1f89063ced283147fbdfe9b78a52d395f8a020a869cfcda2dc7d6971797c98ad37265b66cc55b2a029b2b21e3eee42dc7530d2dd703"
        }
      },
      "receipt_sha256": "cb0ca7d15ddbb16302b97da5f3b39b32f650bc1e1f6dcfa30e726a807a63cd45"
    },
    {
      "storm_id": "222516",
      "lat": 44.12,
      "lon": -94.4061,
      "motion_east": 5.5,
      "motion_south": -3.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 754.0,
      "ebshear": 24.0,
      "srh01": 156.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 156.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.5868
        },
        {
          "name": "alignment",
          "value": 2.2331
        },
        {
          "name": "tau",
          "value": 0.6157
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0943
      },
      "coherence_score": 0.6157206296920776,
      "coherence_diagnostics": {
        "tau": 0.6157206296920776,
        "grad_tau": 0.07734691351652145,
        "torsion": 0.0,
        "alignment": 2.2330942153930664,
        "S_field": 0.11689548194408417,
        "Gamma_field": 0.5653715133666992,
        "S_over_Gamma": 0.20675870776176453,
        "Da": 31.482927322387695,
        "E_coh": 0.08642666786909103,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.42,
              44.2
            ],
            [
              -94.4,
              44.2
            ],
            [
              -94.39,
              44.19
            ],
            [
              -94.38,
              44.2
            ],
            [
              -94.34,
              44.2
            ],
            [
              -94.32,
              44.19
            ],
            [
              -94.3,
              44.17
            ],
            [
              -94.3,
              44.12
            ],
            [
              -94.31,
              44.11
            ],
            [
              -94.35,
              44.11
            ],
            [
              -94.38,
              44.09
            ],
            [
              -94.37,
              44.08
            ],
            [
              -94.37,
              44.04
            ],
            [
              -94.4,
              44.01
            ],
            [
              -94.45,
              44.01
            ],
            [
              -94.46,
              44.02
            ],
            [
              -94.5,
              44.03
            ],
            [
              -94.52,
              44.05
            ],
            [
              -94.52,
              44.08
            ],
            [
              -94.53,
              44.1
            ],
            [
              -94.47,
              44.18
            ],
            [
              -94.44,
              44.18
            ],
            [
              -94.42,
              44.2
            ]
          ]
        ]
      },
      "raw_probability": 0.0943,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "ceabe5ab605c38c70ecf51e012f22476647a2576266558ab1f933a3f0e3a4394",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0943,
        "probability": 0.001358,
        "confidence_lo": 0.001299,
        "confidence_hi": 0.001358,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cb39e48a8c94cb5f17de8c575d596815ec2e2fa88b7fd1b830d7bbc27883844d",
        "signature": {
          "alg": "ed25519",
          "sig": "d6e4fe2a93cb31758dbbf1d16d068416d40aee7d90f430678ed1a152296f529bc5bcb10d9bcb05c0d77d27f5d9f9596d084eab604b8c40906a3e1ba16d5bc204"
        }
      },
      "receipt_sha256": "cb39e48a8c94cb5f17de8c575d596815ec2e2fa88b7fd1b830d7bbc27883844d"
    },
    {
      "storm_id": "222794",
      "lat": 45.3846,
      "lon": -94.7808,
      "motion_east": 3.5,
      "motion_south": 0.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 327.0,
      "ebshear": 31.0,
      "srh01": 134.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 134.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.2118
        },
        {
          "name": "alignment",
          "value": 3.5507
        },
        {
          "name": "tau",
          "value": 0.491
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0938
      },
      "coherence_score": 0.49103501439094543,
      "coherence_diagnostics": {
        "tau": 0.49103501439094543,
        "grad_tau": 0.06852513551712036,
        "torsion": 0.0,
        "alignment": 3.5506973266601562,
        "S_field": 0.07030393183231354,
        "Gamma_field": 0.16787150502204895,
        "S_over_Gamma": 0.4187960922718048,
        "Da": 9.58824348449707,
        "E_coh": 0.5954187512397766,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.89,
              45.43
            ],
            [
              -94.81,
              45.43
            ],
            [
              -94.8,
              45.42
            ],
            [
              -94.76,
              45.42
            ],
            [
              -94.74,
              45.39
            ],
            [
              -94.72,
              45.4
            ],
            [
              -94.68,
              45.4
            ],
            [
              -94.67,
              45.39
            ],
            [
              -94.65,
              45.39
            ],
            [
              -94.65,
              45.35
            ],
            [
              -94.7,
              45.35
            ],
            [
              -94.72,
              45.36
            ],
            [
              -94.73,
              45.38
            ],
            [
              -94.74,
              45.38
            ],
            [
              -94.76,
              45.35
            ],
            [
              -94.77,
              45.36
            ],
            [
              -94.79,
              45.36
            ],
            [
              -94.8,
              45.35
            ],
            [
              -94.87,
              45.35
            ],
            [
              -94.89,
              45.36
            ],
            [
              -94.89,
              45.37
            ],
            [
              -94.91,
              45.39
            ],
            [
              -94.91,
              45.42
            ],
            [
              -94.89,
              45.43
            ]
          ]
        ]
      },
      "raw_probability": 0.0938,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "5ce373ece645c7ebdc134d4704befe6c9781434e4b2ba13634cf317a2538ef50",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0938,
        "probability": 0.001358,
        "confidence_lo": 0.001299,
        "confidence_hi": 0.001358,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "08e555f6e7e9c08a20bc30cb46166107e591407bdeb978d51dc1cf4206105d41",
        "signature": {
          "alg": "ed25519",
          "sig": "f2c0df090106763e4af287dfb043133914df5a2824d1352c81ab6c471d388bab9c5997747568274b039a24384f862827e95001febb0c3245975555ee10dab208"
        }
      },
      "receipt_sha256": "08e555f6e7e9c08a20bc30cb46166107e591407bdeb978d51dc1cf4206105d41"
    },
    {
      "storm_id": "222623",
      "lat": 27.379,
      "lon": -77.822,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2646.0,
      "ebshear": 20.0,
      "srh01": 58.0,
      "maxllaz": 0.001,
      "mesh": 0.31,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 58.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.0868
        },
        {
          "name": "alignment",
          "value": -0.4558
        },
        {
          "name": "tau",
          "value": 2.1365
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0925
      },
      "coherence_score": 2.1365346908569336,
      "coherence_diagnostics": {
        "tau": 2.1365346908569336,
        "grad_tau": 0.32078173756599426,
        "torsion": 0.0,
        "alignment": -0.45579326152801514,
        "S_field": 1.0587172508239746,
        "Gamma_field": 0.21120484173297882,
        "S_over_Gamma": 5.012750625610352,
        "Da": 13.077101707458496,
        "E_coh": 0.9705448150634766,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.85,
              27.45
            ],
            [
              -77.81,
              27.44
            ],
            [
              -77.8,
              27.43
            ],
            [
              -77.77,
              27.44
            ],
            [
              -77.77,
              27.35
            ],
            [
              -77.82,
              27.31
            ],
            [
              -77.84,
              27.31
            ],
            [
              -77.85,
              27.3
            ],
            [
              -77.86,
              27.31
            ],
            [
              -77.85,
              27.45
            ]
          ]
        ]
      },
      "raw_probability": 0.0925,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "e65c73c00b41bed6e7d86632c474b5437d67b0e3ff9a7cf8b279bedc52c04d17",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0925,
        "probability": 0.001358,
        "confidence_lo": 0.001299,
        "confidence_hi": 0.001358,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "26f2a46bfe42aa16e6d1ac4a09a0c76f3fc90e9dc40788236bf3d05af34ea560",
        "signature": {
          "alg": "ed25519",
          "sig": "4949fe55db44aeabddecd09f258705db137725e6668b68e34f87fd57367b3d44ff71a0d8cee4723164e495ea5f90d9ca6f8e1c9228df269de6feb6ae8e752103"
        }
      },
      "receipt_sha256": "26f2a46bfe42aa16e6d1ac4a09a0c76f3fc90e9dc40788236bf3d05af34ea560"
    },
    {
      "storm_id": "222146",
      "lat": 35.3,
      "lon": -102.2745,
      "motion_east": 8.1,
      "motion_south": 7.6,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 549.0,
      "ebshear": 31.0,
      "srh01": 41.0,
      "maxllaz": 0.003,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.5868
        },
        {
          "name": "alignment",
          "value": -0.6462
        },
        {
          "name": "tau",
          "value": 0.3539
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0889
      },
      "coherence_score": 0.35387122631073,
      "coherence_diagnostics": {
        "tau": 0.35387122631073,
        "grad_tau": 0.0703442245721817,
        "torsion": 0.0,
        "alignment": -0.6462357044219971,
        "S_field": 0.22761784493923187,
        "Gamma_field": 1.0545381307601929,
        "S_over_Gamma": 0.2158460021018982,
        "Da": 62.16275405883789,
        "E_coh": 0.2573823034763336,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.39,
              35.36
            ],
            [
              -102.35,
              35.36
            ],
            [
              -102.33,
              35.33
            ],
            [
              -102.31,
              35.35
            ],
            [
              -102.27,
              35.34
            ],
            [
              -102.26,
              35.33
            ],
            [
              -102.24,
              35.34
            ],
            [
              -102.19,
              35.3
            ],
            [
              -102.15,
              35.3
            ],
            [
              -102.14,
              35.29
            ],
            [
              -102.14,
              35.24
            ],
            [
              -102.15,
              35.23
            ],
            [
              -102.24,
              35.23
            ],
            [
              -102.25,
              35.24
            ],
            [
              -102.3,
              35.25
            ],
            [
              -102.3,
              35.26
            ],
            [
              -102.33,
              35.29
            ],
            [
              -102.37,
              35.29
            ],
            [
              -102.39,
              35.31
            ],
            [
              -102.39,
              35.36
            ]
          ]
        ]
      },
      "raw_probability": 0.0889,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "e531f66cba9236a2d674d089ddbcf808078e2766b9354564c0aa8d4bfed405d9",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0889,
        "probability": 0.001358,
        "confidence_lo": 0.001299,
        "confidence_hi": 0.001358,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b195bd53d6b4d1f6cde0d9b1bb59342f9dd79649769be52ebacffbe068cdb4ad",
        "signature": {
          "alg": "ed25519",
          "sig": "a8ac13ca3bf32d34f3a2e7524abe586ffec7796378d50ef90593bd71dfecdc4b84cecf352e6e3752511cdaa75b3f1c02e0a7595ffeb0c96adc92f12b93184102"
        }
      },
      "receipt_sha256": "b195bd53d6b4d1f6cde0d9b1bb59342f9dd79649769be52ebacffbe068cdb4ad"
    },
    {
      "storm_id": "222205",
      "lat": 30.3931,
      "lon": -86.7069,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3368.0,
      "ebshear": 19.0,
      "srh01": 54.0,
      "maxllaz": 0.004,
      "mesh": 0.3,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 54.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.9618
        },
        {
          "name": "alignment",
          "value": 3.3391
        },
        {
          "name": "tau",
          "value": 1.4542
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0879
      },
      "coherence_score": 1.454197645187378,
      "coherence_diagnostics": {
        "tau": 1.454197645187378,
        "grad_tau": 0.5378860235214233,
        "torsion": 0.0,
        "alignment": 3.339092254638672,
        "S_field": 0.22973689436912537,
        "Gamma_field": 0.4720381498336792,
        "S_over_Gamma": 0.4866913855075836,
        "Da": 29.70223045349121,
        "E_coh": 0.570949375629425,
        "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": [
          [
            [
              -86.68,
              30.47
            ],
            [
              -86.67,
              30.46
            ],
            [
              -86.65,
              30.46
            ],
            [
              -86.62,
              30.42
            ],
            [
              -86.62,
              30.37
            ],
            [
              -86.63,
              30.35
            ],
            [
              -86.66,
              30.32
            ],
            [
              -86.74,
              30.32
            ],
            [
              -86.75,
              30.31
            ],
            [
              -86.79,
              30.31
            ],
            [
              -86.8,
              30.32
            ],
            [
              -86.81,
              30.37
            ],
            [
              -86.78,
              30.43
            ],
            [
              -86.74,
              30.45
            ],
            [
              -86.69,
              30.46
            ],
            [
              -86.68,
              30.47
            ]
          ]
        ]
      },
      "raw_probability": 0.0879,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "643c92fca846d868f6903555f4b7eb1b4b39825f004e2b3db55426e281fb4167",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0879,
        "probability": 0.001358,
        "confidence_lo": 0.001299,
        "confidence_hi": 0.001358,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "43e9c82a7890905f6d294ddc5083c6a5650f8c35d16217eecdbf12dd5a2da910",
        "signature": {
          "alg": "ed25519",
          "sig": "f4b535237e5163eba6b0bfc50119eb21875bc41692691dcb2f512d875fc1c386b7d72048b9adcd6751eceac3d90216b587521db3aabc90bf7930434f417f4501"
        }
      },
      "receipt_sha256": "43e9c82a7890905f6d294ddc5083c6a5650f8c35d16217eecdbf12dd5a2da910"
    },
    {
      "storm_id": "222041",
      "lat": 45.7284,
      "lon": -95.0195,
      "motion_east": 3.4,
      "motion_south": -2.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 301.0,
      "ebshear": 23.0,
      "srh01": 71.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 71.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.8368
        },
        {
          "name": "alignment",
          "value": 4.426
        },
        {
          "name": "tau",
          "value": 0.5148
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0873
      },
      "coherence_score": 0.5148335695266724,
      "coherence_diagnostics": {
        "tau": 0.5148335695266724,
        "grad_tau": 0.0779854878783226,
        "torsion": 0.0,
        "alignment": 4.426041126251221,
        "S_field": 0.06937791407108307,
        "Gamma_field": 0.1803715080022812,
        "S_over_Gamma": 0.3846389949321747,
        "Da": 10.110264778137207,
        "E_coh": 0.4200763404369354,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.96,
              45.8
            ],
            [
              -94.95,
              45.78
            ],
            [
              -94.91,
              45.76
            ],
            [
              -94.91,
              45.74
            ],
            [
              -94.92,
              45.74
            ],
            [
              -94.95,
              45.7
            ],
            [
              -95.0,
              45.7
            ],
            [
              -95.02,
              45.68
            ],
            [
              -95.02,
              45.67
            ],
            [
              -95.06,
              45.64
            ],
            [
              -95.14,
              45.65
            ],
            [
              -95.15,
              45.67
            ],
            [
              -95.15,
              45.71
            ],
            [
              -95.13,
              45.73
            ],
            [
              -95.08,
              45.74
            ],
            [
              -95.06,
              45.75
            ],
            [
              -95.02,
              45.79
            ],
            [
              -94.98,
              45.79
            ],
            [
              -94.96,
              45.8
            ]
          ]
        ]
      },
      "raw_probability": 0.0873,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "7ee8aa579b4470cf7472c6612857d022fed84a948a4db831e73d02172b9f5d51",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0873,
        "probability": 0.001358,
        "confidence_lo": 0.001299,
        "confidence_hi": 0.001358,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "94df3924b6b6b383d3dd483ca29ef6fd943a469bb52e8fb245aaa9c1a5e3c779",
        "signature": {
          "alg": "ed25519",
          "sig": "cc35514c562177c939a30a0a8a71b326091749e4aa2d2fc1276954601257fe92bc86aa3cd4da86858d9507fb8c7592f7de3ffa427b5b69c4d1aeaa47a67fd207"
        }
      },
      "receipt_sha256": "94df3924b6b6b383d3dd483ca29ef6fd943a469bb52e8fb245aaa9c1a5e3c779"
    },
    {
      "storm_id": "222655",
      "lat": 43.1367,
      "lon": -107.7858,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 85.0,
      "ebshear": 11.0,
      "srh01": 127.0,
      "maxllaz": 0.005,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 127.0
        },
        {
          "name": "hrrr_pwat",
          "value": 16.2118
        },
        {
          "name": "alignment",
          "value": 2.5392
        },
        {
          "name": "tau",
          "value": 0.4679
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0872
      },
      "coherence_score": 0.4678661525249481,
      "coherence_diagnostics": {
        "tau": 0.4678661525249481,
        "grad_tau": 0.03550118952989578,
        "torsion": 0.0,
        "alignment": 2.5392374992370605,
        "S_field": 0.14521780610084534,
        "Gamma_field": 0.2870381772518158,
        "S_over_Gamma": 0.5059180855751038,
        "Da": 17.48519515991211,
        "E_coh": 0.4123750925064087,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.81,
              43.19
            ],
            [
              -107.79,
              43.19
            ],
            [
              -107.74,
              43.15
            ],
            [
              -107.74,
              43.11
            ],
            [
              -107.75,
              43.1
            ],
            [
              -107.77,
              43.1
            ],
            [
              -107.78,
              43.09
            ],
            [
              -107.79,
              43.11
            ],
            [
              -107.81,
              43.11
            ],
            [
              -107.82,
              43.13
            ],
            [
              -107.82,
              43.17
            ],
            [
              -107.81,
              43.19
            ]
          ]
        ]
      },
      "raw_probability": 0.0872,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "392249b3454e32f7fb96a1d9f6801452189a26bedcbccc116297df180248a1a0",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0872,
        "probability": 0.001358,
        "confidence_lo": 0.001299,
        "confidence_hi": 0.001358,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b09e04b7bd8e923a876f2a8c0a2e3fbe56d1ab9331db91403758d2c1f9ffa8d8",
        "signature": {
          "alg": "ed25519",
          "sig": "f53bf8cbd4cf31ba98157c5dfd4afced3c68e851eca0604316483e5455c3d9f0f93edb09d3e278fc63c3ef02cf981e097ed1454cd1b0224d0e09d85aca04c40f"
        }
      },
      "receipt_sha256": "b09e04b7bd8e923a876f2a8c0a2e3fbe56d1ab9331db91403758d2c1f9ffa8d8"
    },
    {
      "storm_id": "222733",
      "lat": 28.6165,
      "lon": -78.4265,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2883.0,
      "ebshear": 14.0,
      "srh01": 29.0,
      "maxllaz": 0.002,
      "mesh": 0.49,
      "flash_rate": 10.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.2118
        },
        {
          "name": "alignment",
          "value": -4.3061
        },
        {
          "name": "tau",
          "value": 2.2765
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0831
      },
      "coherence_score": 2.2764906883239746,
      "coherence_diagnostics": {
        "tau": 2.2764906883239746,
        "grad_tau": 0.3531961441040039,
        "torsion": 0.0,
        "alignment": -4.306082248687744,
        "S_field": 1.038238763809204,
        "Gamma_field": 0.21620483696460724,
        "S_over_Gamma": 4.802106857299805,
        "Da": 12.47152328491211,
        "E_coh": 0.9174820780754089,
        "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": [
          [
            [
              -78.51,
              28.72
            ],
            [
              -78.44,
              28.72
            ],
            [
              -78.44,
              28.71
            ],
            [
              -78.4,
              28.66
            ],
            [
              -78.34,
              28.64
            ],
            [
              -78.32,
              28.62
            ],
            [
              -78.33,
              28.56
            ],
            [
              -78.34,
              28.56
            ],
            [
              -78.35,
              28.54
            ],
            [
              -78.41,
              28.54
            ],
            [
              -78.41,
              28.55
            ],
            [
              -78.43,
              28.57
            ],
            [
              -78.47,
              28.55
            ],
            [
              -78.51,
              28.55
            ],
            [
              -78.52,
              28.56
            ],
            [
              -78.52,
              28.71
            ],
            [
              -78.51,
              28.72
            ]
          ]
        ]
      },
      "raw_probability": 0.0831,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "ddc1c7101bbaa69c7d677250e8c3cc6e2d5e90b262a15c6fd6a3509ca19c9f5e",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0831,
        "probability": 0.00105,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.00105,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "61b55c9170a603d27f4f119b9820c96943067688f7f35bc59d0f07a99d54035b",
        "signature": {
          "alg": "ed25519",
          "sig": "8520aeabe317e96039abc0f47dd4f4e9427c1fe2071d09bef35179c483e88d7bf2dd32b5d9c20c4377c91bec9e1a371b44a70e385a9e4c7cebe523795977d20f"
        }
      },
      "receipt_sha256": "61b55c9170a603d27f4f119b9820c96943067688f7f35bc59d0f07a99d54035b"
    },
    {
      "storm_id": "220821",
      "lat": 28.7035,
      "lon": -77.4141,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2288.0,
      "ebshear": 17.0,
      "srh01": 33.0,
      "maxllaz": 0.0,
      "mesh": 0.49,
      "flash_rate": 35.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.9618
        },
        {
          "name": "alignment",
          "value": -1.6602
        },
        {
          "name": "tau",
          "value": 2.1059
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0828
      },
      "coherence_score": 2.1059229373931885,
      "coherence_diagnostics": {
        "tau": 2.1059229373931885,
        "grad_tau": 0.36755985021591187,
        "torsion": 0.0,
        "alignment": -1.6602343320846558,
        "S_field": 0.8106951713562012,
        "Gamma_field": 0.2703714966773987,
        "S_over_Gamma": 2.9984490871429443,
        "Da": 18.429384231567383,
        "E_coh": 0.9752872586250305,
        "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": 8,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.34,
              28.8
            ],
            [
              -77.31,
              28.78
            ],
            [
              -77.31,
              28.72
            ],
            [
              -77.32,
              28.7
            ],
            [
              -77.34,
              28.69
            ],
            [
              -77.39,
              28.69
            ],
            [
              -77.41,
              28.67
            ],
            [
              -77.42,
              28.63
            ],
            [
              -77.45,
              28.59
            ],
            [
              -77.5,
              28.59
            ],
            [
              -77.54,
              28.63
            ],
            [
              -77.54,
              28.69
            ],
            [
              -77.53,
              28.71
            ],
            [
              -77.49,
              28.74
            ],
            [
              -77.43,
              28.74
            ],
            [
              -77.38,
              28.79
            ],
            [
              -77.34,
              28.8
            ]
          ]
        ]
      },
      "raw_probability": 0.0828,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "3eabe6b6edf41b8dc668d80fbf771a8808a5b0bd26d987946cb9b246e42f84c9",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0828,
        "probability": 0.00105,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.00105,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bc9bde37395f87bf24c36f68fb655b6b34fc30064d8dc0a8d9c8caf4006a4fcc",
        "signature": {
          "alg": "ed25519",
          "sig": "5dbbbddbc2b8bcb3d1a3513069c8f9b6395b568158f8bf6fdf98c1a5de2682aa6ce2ccac063fb77a0f065bf4710dcfc17ed45f93ff06449d48beb35358046b01"
        }
      },
      "receipt_sha256": "bc9bde37395f87bf24c36f68fb655b6b34fc30064d8dc0a8d9c8caf4006a4fcc"
    },
    {
      "storm_id": "222652",
      "lat": 28.5659,
      "lon": -83.0859,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2353.0,
      "ebshear": 18.0,
      "srh01": 40.0,
      "maxllaz": 0.003,
      "mesh": 0.19,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.7118
        },
        {
          "name": "alignment",
          "value": -1.007
        },
        {
          "name": "tau",
          "value": 2.2303
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0823
      },
      "coherence_score": 2.2303075790405273,
      "coherence_diagnostics": {
        "tau": 2.2303075790405273,
        "grad_tau": 0.175839364528656,
        "torsion": 0.0,
        "alignment": -1.0069724321365356,
        "S_field": 0.4804117679595947,
        "Gamma_field": 0.3153715133666992,
        "S_over_Gamma": 1.5233200788497925,
        "Da": 19.609018325805664,
        "E_coh": 0.9601529836654663,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.12,
              28.66
            ],
            [
              -83.07,
              28.66
            ],
            [
              -83.04,
              28.6
            ],
            [
              -82.97,
              28.53
            ],
            [
              -82.96,
              28.51
            ],
            [
              -82.96,
              28.48
            ],
            [
              -82.98,
              28.46
            ],
            [
              -83.0,
              28.46
            ],
            [
              -83.02,
              28.47
            ],
            [
              -83.06,
              28.51
            ],
            [
              -83.16,
              28.56
            ],
            [
              -83.18,
              28.56
            ],
            [
              -83.22,
              28.6
            ],
            [
              -83.23,
              28.62
            ],
            [
              -83.22,
              28.64
            ],
            [
              -83.15,
              28.64
            ],
            [
              -83.12,
              28.66
            ]
          ]
        ]
      },
      "raw_probability": 0.0823,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "1f5d571030fc284d3e15b144b506bebde63485afc2603ea650aca015902274de",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0823,
        "probability": 0.00105,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.00105,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a9cf5022e715b47eab5bd380827ccce1618bc0f27f24eae7d98ec0cfe8ff556b",
        "signature": {
          "alg": "ed25519",
          "sig": "3d32224f43c659cf0409e640f7ec055d6ae46efc3f47fd3d036dfd525f27a6ec2607704adb001cd1a39d2d8789f5f4aaa6f300e60f40a933f417bc0c68304608"
        }
      },
      "receipt_sha256": "a9cf5022e715b47eab5bd380827ccce1618bc0f27f24eae7d98ec0cfe8ff556b"
    },
    {
      "storm_id": "222830",
      "lat": 28.9915,
      "lon": -78.9208,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3199.0,
      "ebshear": 16.0,
      "srh01": 22.0,
      "maxllaz": 0.0,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.2118
        },
        {
          "name": "alignment",
          "value": -4.3061
        },
        {
          "name": "tau",
          "value": 2.2765
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0822
      },
      "coherence_score": 2.2764906883239746,
      "coherence_diagnostics": {
        "tau": 2.2764906883239746,
        "grad_tau": 0.3531961441040039,
        "torsion": 0.0,
        "alignment": -4.306082248687744,
        "S_field": 1.038238763809204,
        "Gamma_field": 0.21620483696460724,
        "S_over_Gamma": 4.802106857299805,
        "Da": 12.47152328491211,
        "E_coh": 0.9174820780754089,
        "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": [
          [
            [
              -78.96,
              29.03
            ],
            [
              -78.94,
              29.03
            ],
            [
              -78.91,
              29.01
            ],
            [
              -78.88,
              29.01
            ],
            [
              -78.88,
              28.96
            ],
            [
              -78.9,
              28.97
            ],
            [
              -78.9,
              28.99
            ],
            [
              -78.91,
              29.0
            ],
            [
              -78.92,
              28.99
            ],
            [
              -78.92,
              28.96
            ],
            [
              -78.94,
              28.95
            ],
            [
              -78.95,
              28.96
            ],
            [
              -78.96,
              29.03
            ]
          ]
        ]
      },
      "raw_probability": 0.0822,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "9cc138d0cf5182418427352d5d10f7ba4548c2913986afc1c5d44141e1d4d048",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0822,
        "probability": 0.00105,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.00105,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "64402dc1013ba08d70221d5aa312d1a9b1935b6439dc6b4d51e4c13f07200166",
        "signature": {
          "alg": "ed25519",
          "sig": "a87b008722b889779149e642802133f78868659908681eb77c2103c19fcf9742c0a36871dedcc4935af145e3dfe7376173c02bd4e35e0eab419a601fb306120d"
        }
      },
      "receipt_sha256": "64402dc1013ba08d70221d5aa312d1a9b1935b6439dc6b4d51e4c13f07200166"
    },
    {
      "storm_id": "222784",
      "lat": 30.3756,
      "lon": -85.3556,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2059.0,
      "ebshear": 16.0,
      "srh01": 50.0,
      "maxllaz": 0.002,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.8368
        },
        {
          "name": "alignment",
          "value": -0.4785
        },
        {
          "name": "tau",
          "value": 2.1598
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0819
      },
      "coherence_score": 2.1598002910614014,
      "coherence_diagnostics": {
        "tau": 2.1598002910614014,
        "grad_tau": 0.679898202419281,
        "torsion": 0.0,
        "alignment": -0.4785205125808716,
        "S_field": 1.0458935499191284,
        "Gamma_field": 0.23703816533088684,
        "S_over_Gamma": 4.412342548370361,
        "Da": 14.913678169250488,
        "E_coh": 0.9486640691757202,
        "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": [
          [
            [
              -85.42,
              30.41
            ],
            [
              -85.31,
              30.41
            ],
            [
              -85.31,
              30.38
            ],
            [
              -85.32,
              30.37
            ],
            [
              -85.33,
              30.33
            ],
            [
              -85.34,
              30.33
            ],
            [
              -85.36,
              30.37
            ],
            [
              -85.39,
              30.37
            ],
            [
              -85.42,
              30.41
            ]
          ]
        ]
      },
      "raw_probability": 0.0819,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "92e44519a0648b0724c7992b9058ddb09727b2f34b44d37482640e33ed44199d",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0819,
        "probability": 0.001006,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.001007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "47874f67f706da178025486b755f77327d918d3f8411c9d19c40d7877f93aa36",
        "signature": {
          "alg": "ed25519",
          "sig": "996f89e101df2b2bc0e0d6b598108e5ce21f263af76256251212957687a525a87dba79050a5d81d6ac6dda5e3efca2c402a610a59c53a2055decaf0463ddc503"
        }
      },
      "receipt_sha256": "47874f67f706da178025486b755f77327d918d3f8411c9d19c40d7877f93aa36"
    },
    {
      "storm_id": "222829",
      "lat": 30.2333,
      "lon": -84.8433,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2375.0,
      "ebshear": 13.0,
      "srh01": 48.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 48.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.8368
        },
        {
          "name": "alignment",
          "value": -0.4785
        },
        {
          "name": "tau",
          "value": 2.1598
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0819
      },
      "coherence_score": 2.1598002910614014,
      "coherence_diagnostics": {
        "tau": 2.1598002910614014,
        "grad_tau": 0.679898202419281,
        "torsion": 0.0,
        "alignment": -0.4785205125808716,
        "S_field": 1.0458935499191284,
        "Gamma_field": 0.23703816533088684,
        "S_over_Gamma": 4.412342548370361,
        "Da": 14.913678169250488,
        "E_coh": 0.9486640691757202,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.83,
              30.28
            ],
            [
              -84.82,
              30.27
            ],
            [
              -84.82,
              30.19
            ],
            [
              -84.85,
              30.18
            ],
            [
              -84.87,
              30.19
            ],
            [
              -84.85,
              30.21
            ],
            [
              -84.85,
              30.24
            ],
            [
              -84.87,
              30.26
            ],
            [
              -84.83,
              30.28
            ]
          ]
        ]
      },
      "raw_probability": 0.0819,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "92e44519a0648b0724c7992b9058ddb09727b2f34b44d37482640e33ed44199d",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0819,
        "probability": 0.001006,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.001007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "47874f67f706da178025486b755f77327d918d3f8411c9d19c40d7877f93aa36",
        "signature": {
          "alg": "ed25519",
          "sig": "996f89e101df2b2bc0e0d6b598108e5ce21f263af76256251212957687a525a87dba79050a5d81d6ac6dda5e3efca2c402a610a59c53a2055decaf0463ddc503"
        }
      },
      "receipt_sha256": "47874f67f706da178025486b755f77327d918d3f8411c9d19c40d7877f93aa36"
    },
    {
      "storm_id": "222781",
      "lat": 37.878,
      "lon": -100.278,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1658.0,
      "ebshear": 27.0,
      "srh01": 131.0,
      "maxllaz": 0.01,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 131.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.4618
        },
        {
          "name": "alignment",
          "value": -1.5299
        },
        {
          "name": "tau",
          "value": 0.3699
        },
        {
          "name": "maxllaz",
          "value": 0.01
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0798
      },
      "coherence_score": 0.36985403299331665,
      "coherence_diagnostics": {
        "tau": 0.36985403299331665,
        "grad_tau": 0.030631231144070625,
        "torsion": 0.0,
        "alignment": -1.529867172241211,
        "S_field": 0.14663997292518616,
        "Gamma_field": 0.5737048387527466,
        "S_over_Gamma": 0.25560176372528076,
        "Da": 32.062103271484375,
        "E_coh": 0.15153728425502777,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.31,
              37.91
            ],
            [
              -100.23,
              37.91
            ],
            [
              -100.23,
              37.83
            ],
            [
              -100.31,
              37.83
            ],
            [
              -100.31,
              37.91
            ]
          ]
        ]
      },
      "raw_probability": 0.0798,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "61e024f510bd67b138c992b0f4353de88a029a097f149c23632b9b4c71ae8df5",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0798,
        "probability": 0.001006,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.001007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a68050905f3fc3294a1e807b9833dd8bc16197c23ba4afbe22fcc6d04794a6ab",
        "signature": {
          "alg": "ed25519",
          "sig": "d407da9277cb46026738b7087ea1bf8750726c8e9a05cf4ea6ed3e6d803dd99dbadca578b3c6dcab8091a5aa2644ff8b19f6fd986fdf91f166585112908e6b0c"
        }
      },
      "receipt_sha256": "a68050905f3fc3294a1e807b9833dd8bc16197c23ba4afbe22fcc6d04794a6ab"
    },
    {
      "storm_id": "222809",
      "lat": 28.4578,
      "lon": -78.3556,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2693.0,
      "ebshear": 18.0,
      "srh01": 42.0,
      "maxllaz": 0.001,
      "mesh": 0.17,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.5868
        },
        {
          "name": "alignment",
          "value": 0.2139
        },
        {
          "name": "tau",
          "value": 2.3477
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0796
      },
      "coherence_score": 2.3477001190185547,
      "coherence_diagnostics": {
        "tau": 2.3477001190185547,
        "grad_tau": 0.0769456997513771,
        "torsion": 0.0,
        "alignment": 0.21394479274749756,
        "S_field": 0.8869796395301819,
        "Gamma_field": 0.20787149667739868,
        "S_over_Gamma": 4.266961574554443,
        "Da": 12.97261905670166,
        "E_coh": 0.9828872680664062,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.37,
              28.49
            ],
            [
              -78.33,
              28.49
            ],
            [
              -78.32,
              28.48
            ],
            [
              -78.32,
              28.43
            ],
            [
              -78.33,
              28.42
            ],
            [
              -78.38,
              28.42
            ],
            [
              -78.39,
              28.43
            ],
            [
              -78.39,
              28.47
            ],
            [
              -78.37,
              28.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0796,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "d0c7b30097b49c5461dd9e95c71a7a083d8b76d3f66215d03f1bb83c5875781e",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0796,
        "probability": 0.001006,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.001007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5f4fea4fb46fa123d3ae7760c37461346fa2d6c62ff12e4c6f0de90cfa5607e9",
        "signature": {
          "alg": "ed25519",
          "sig": "771923dde0958680cf0c4ae03c6992c1bcca06c2e81b637cddf86c709a2a6319cbcdc496cd6a667f09ccdef421fc7e0444081f7d777d5b861a2561484040e806"
        }
      },
      "receipt_sha256": "5f4fea4fb46fa123d3ae7760c37461346fa2d6c62ff12e4c6f0de90cfa5607e9"
    },
    {
      "storm_id": "222768",
      "lat": 36.1883,
      "lon": -102.7433,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 469.0,
      "ebshear": 25.0,
      "srh01": 57.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 57.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.0868
        },
        {
          "name": "alignment",
          "value": -3.1063
        },
        {
          "name": "tau",
          "value": 0.3896
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0769
      },
      "coherence_score": 0.3896182179450989,
      "coherence_diagnostics": {
        "tau": 0.3896182179450989,
        "grad_tau": 0.05234941840171814,
        "torsion": 0.0,
        "alignment": -3.106348752975464,
        "S_field": 0.14542335271835327,
        "Gamma_field": 0.40620484948158264,
        "S_over_Gamma": 0.35800495743751526,
        "Da": 23.74823760986328,
        "E_coh": 0.3143084943294525,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.77,
              36.22
            ],
            [
              -102.68,
              36.22
            ],
            [
              -102.68,
              36.13
            ],
            [
              -102.78,
              36.13
            ],
            [
              -102.78,
              36.21
            ],
            [
              -102.77,
              36.22
            ]
          ]
        ]
      },
      "raw_probability": 0.0769,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "6becc143266533f46ff2c59e26c2f33ac2689a7391ac01972be18a5166d6bd8c",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0769,
        "probability": 0.00091,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.00091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "89250d77630dc594c29be30c4b7797a5f13b985545f6301834caff363078abe6",
        "signature": {
          "alg": "ed25519",
          "sig": "38a05f68dd1d2a9dc2ee2c629a0ca33138e459eb11f7ab062316c295b2d6c2d8fb2d900eae60392f7c1bea6d90ea193b8605d31290b08904134bbdac1de2d50c"
        }
      },
      "receipt_sha256": "89250d77630dc594c29be30c4b7797a5f13b985545f6301834caff363078abe6"
    },
    {
      "storm_id": "222767",
      "lat": 36.518,
      "lon": -102.622,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 246.0,
      "ebshear": 24.0,
      "srh01": 41.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.0868
        },
        {
          "name": "alignment",
          "value": -3.1063
        },
        {
          "name": "tau",
          "value": 0.3896
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0761
      },
      "coherence_score": 0.3896182179450989,
      "coherence_diagnostics": {
        "tau": 0.3896182179450989,
        "grad_tau": 0.05234941840171814,
        "torsion": 0.0,
        "alignment": -3.106348752975464,
        "S_field": 0.14542335271835327,
        "Gamma_field": 0.40620484948158264,
        "S_over_Gamma": 0.35800495743751526,
        "Da": 23.74823760986328,
        "E_coh": 0.3143084943294525,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.63,
              36.55
            ],
            [
              -102.6,
              36.55
            ],
            [
              -102.59,
              36.54
            ],
            [
              -102.59,
              36.49
            ],
            [
              -102.6,
              36.48
            ],
            [
              -102.64,
              36.48
            ],
            [
              -102.66,
              36.49
            ],
            [
              -102.64,
              36.51
            ],
            [
              -102.64,
              36.54
            ],
            [
              -102.63,
              36.55
            ]
          ]
        ]
      },
      "raw_probability": 0.0761,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "8f5d124f70633a676620ca26a3d8c911bd03f2945c4754290601639281ab6a63",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0761,
        "probability": 0.00091,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.00091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c2fac18071b4d5b22e944ffcd7b11c46fb2cb238589fa84fed3c078a0f9bc31c",
        "signature": {
          "alg": "ed25519",
          "sig": "ee62f1bd5173611505682f9c9fccd9dbaed85573296843516f90b8b46e3178e9e58195c97df48b2f6e1b56ef0afcaf649b30879881d377150778b81bf762f100"
        }
      },
      "receipt_sha256": "c2fac18071b4d5b22e944ffcd7b11c46fb2cb238589fa84fed3c078a0f9bc31c"
    },
    {
      "storm_id": "222810",
      "lat": 49.6161,
      "lon": -88.4844,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 672.0,
      "ebshear": 23.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 16.8368
        },
        {
          "name": "alignment",
          "value": 6.3167
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0755
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.16049087047576904,
        "torsion": 0.0,
        "alignment": 6.316722869873047,
        "S_field": 0.11682883650064468,
        "Gamma_field": 0.19120483100414276,
        "S_over_Gamma": 0.6110140681266785,
        "Da": 10.384963035583496,
        "E_coh": 0.303580105304718,
        "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": [
          [
            [
              -88.47,
              49.69
            ],
            [
              -88.42,
              49.69
            ],
            [
              -88.41,
              49.68
            ],
            [
              -88.41,
              49.62
            ],
            [
              -88.42,
              49.61
            ],
            [
              -88.45,
              49.61
            ],
            [
              -88.46,
              49.6
            ],
            [
              -88.5,
              49.6
            ],
            [
              -88.52,
              49.58
            ],
            [
              -88.52,
              49.54
            ],
            [
              -88.55,
              49.54
            ],
            [
              -88.54,
              49.55
            ],
            [
              -88.55,
              49.59
            ],
            [
              -88.54,
              49.6
            ],
            [
              -88.51,
              49.6
            ],
            [
              -88.49,
              49.62
            ],
            [
              -88.49,
              49.68
            ],
            [
              -88.47,
              49.69
            ]
          ]
        ]
      },
      "raw_probability": 0.0755,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "5a4b31d792586900a81e410f194a7435d4585bdc4d2b20ab0ee7405bea850fbc",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0755,
        "probability": 0.00091,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.00091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "11ec580d70d82838cb3ad13449de4f64576a0f679dc920a8a9894b4966657379",
        "signature": {
          "alg": "ed25519",
          "sig": "f5791c4f31527a703f99d7c119c84806363e5efe85a86670683c7725ee8fcfe9d7d6009c85b42dba5f2f3b28ec2f3c5d9119fcbb09c653113348fc72e4b42e07"
        }
      },
      "receipt_sha256": "11ec580d70d82838cb3ad13449de4f64576a0f679dc920a8a9894b4966657379"
    },
    {
      "storm_id": "222837",
      "lat": 45.3756,
      "lon": -108.0122,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 158.0,
      "ebshear": 13.0,
      "srh01": 50.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 16.9618
        },
        {
          "name": "alignment",
          "value": 5.2766
        },
        {
          "name": "tau",
          "value": 0.4749
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0718
      },
      "coherence_score": 0.47486573457717896,
      "coherence_diagnostics": {
        "tau": 0.47486573457717896,
        "grad_tau": 0.03247464820742607,
        "torsion": 0.0,
        "alignment": 5.276610374450684,
        "S_field": 0.20698076486587524,
        "Gamma_field": 0.5487048625946045,
        "S_over_Gamma": 0.3772169351577759,
        "Da": 34.04375457763672,
        "E_coh": 0.20830607414245605,
        "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": [
          [
            [
              -108.02,
              45.41
            ],
            [
              -107.98,
              45.41
            ],
            [
              -107.98,
              45.36
            ],
            [
              -108.01,
              45.34
            ],
            [
              -108.02,
              45.34
            ],
            [
              -108.02,
              45.35
            ],
            [
              -108.04,
              45.37
            ],
            [
              -108.02,
              45.39
            ],
            [
              -108.02,
              45.41
            ]
          ]
        ]
      },
      "raw_probability": 0.0718,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "0d47210af719aa20f4846a3ca5cc8fccbc33a28590541e8779ee369be9f245ad",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0718,
        "probability": 0.000835,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000835,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3a33b7ad715ba0c7405ba6cf2e812415ac6064b1c4fc281b4b802560b95bec42",
        "signature": {
          "alg": "ed25519",
          "sig": "978e4f196d5c775361b68788544ee6108c5faceb68074a7757568375a236f3af2563a985b7a234f70cc40c37f25288f273afd970fe68dfee9f9a1c0e5f940505"
        }
      },
      "receipt_sha256": "3a33b7ad715ba0c7405ba6cf2e812415ac6064b1c4fc281b4b802560b95bec42"
    },
    {
      "storm_id": "222371",
      "lat": 30.7045,
      "lon": -86.4688,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2469.0,
      "ebshear": 14.0,
      "srh01": 35.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.9618
        },
        {
          "name": "alignment",
          "value": 3.3391
        },
        {
          "name": "tau",
          "value": 1.4542
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0714
      },
      "coherence_score": 1.454197645187378,
      "coherence_diagnostics": {
        "tau": 1.454197645187378,
        "grad_tau": 0.5378860235214233,
        "torsion": 0.0,
        "alignment": 3.339092254638672,
        "S_field": 0.22973689436912537,
        "Gamma_field": 0.4720381498336792,
        "S_over_Gamma": 0.4866913855075836,
        "Da": 29.70223045349121,
        "E_coh": 0.570949375629425,
        "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": [
          [
            [
              -86.52,
              30.79
            ],
            [
              -86.5,
              30.78
            ],
            [
              -86.49,
              30.79
            ],
            [
              -86.42,
              30.78
            ],
            [
              -86.41,
              30.77
            ],
            [
              -86.41,
              30.74
            ],
            [
              -86.4,
              30.72
            ],
            [
              -86.39,
              30.71
            ],
            [
              -86.36,
              30.71
            ],
            [
              -86.34,
              30.69
            ],
            [
              -86.34,
              30.66
            ],
            [
              -86.32,
              30.65
            ],
            [
              -86.32,
              30.64
            ],
            [
              -86.33,
              30.63
            ],
            [
              -86.37,
              30.64
            ],
            [
              -86.38,
              30.65
            ],
            [
              -86.38,
              30.67
            ],
            [
              -86.41,
              30.69
            ],
            [
              -86.43,
              30.69
            ],
            [
              -86.44,
              30.68
            ],
            [
              -86.48,
              30.68
            ],
            [
              -86.49,
              30.67
            ],
            [
              -86.51,
              30.68
            ],
            [
              -86.58,
              30.64
            ],
            [
              -86.62,
              30.64
            ],
            [
              -86.64,
              30.66
            ],
            [
              -86.64,
              30.69
            ],
            [
              -86.62,
              30.72
            ],
            [
              -86.64,
              30.73
            ],
            [
              -86.63,
              30.73
            ],
            [
              -86.59,
              30.77
            ],
            [
              -86.55,
              30.77
            ],
            [
              -86.52,
              30.79
            ]
          ]
        ]
      },
      "raw_probability": 0.0714,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "73f667029caa482e7e20a15a2bcd1be13aa9bb315ab796fe19df6a20f78ed348",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0714,
        "probability": 0.000835,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000835,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "daae867a7b08cfc3d046a3eaf2646b18f56a8b6282be0bfd9a4be6779ddf4a3e",
        "signature": {
          "alg": "ed25519",
          "sig": "83954f4e411ea2e1671fc5ac9184c3f825b46c5a8de87377433c00e0fa14f058f2cac6a1e7c05735bbf4e848b4fe522a02058bba4018a6f754c0a58a28f0eb0e"
        }
      },
      "receipt_sha256": "daae867a7b08cfc3d046a3eaf2646b18f56a8b6282be0bfd9a4be6779ddf4a3e"
    },
    {
      "storm_id": "222737",
      "lat": 44.758,
      "lon": -94.915,
      "motion_east": 3.6,
      "motion_south": 0.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1008.0,
      "ebshear": 23.0,
      "srh01": 106.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 106.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.7118
        },
        {
          "name": "alignment",
          "value": 1.4235
        },
        {
          "name": "tau",
          "value": 0.5526
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0711
      },
      "coherence_score": 0.5525734424591064,
      "coherence_diagnostics": {
        "tau": 0.5525734424591064,
        "grad_tau": 0.06842973828315735,
        "torsion": 0.0,
        "alignment": 1.4234806299209595,
        "S_field": 0.08339652419090271,
        "Gamma_field": 0.2828714847564697,
        "S_over_Gamma": 0.29482126235961914,
        "Da": 16.152109146118164,
        "E_coh": 0.5485945343971252,
        "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": [
          [
            [
              -94.91,
              44.8
            ],
            [
              -94.87,
              44.8
            ],
            [
              -94.86,
              44.79
            ],
            [
              -94.86,
              44.74
            ],
            [
              -94.92,
              44.7
            ],
            [
              -94.95,
              44.7
            ],
            [
              -94.97,
              44.71
            ],
            [
              -94.97,
              44.75
            ],
            [
              -94.93,
              44.79
            ],
            [
              -94.91,
              44.8
            ]
          ]
        ]
      },
      "raw_probability": 0.0711,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "b3db3d79cde88a3c692b6990568a106f563234959afaefbf9c0d88a81eb32aaa",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0711,
        "probability": 0.000835,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000835,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "683f26cfe8495a6b05e014d2d99bd970ef46fbb800dbefaa5c60e8248d0d440e",
        "signature": {
          "alg": "ed25519",
          "sig": "295a0d8ae38fe078d23c8e9e20299c1a81ce3a27cab3098944fb414d8ce9dc6e39d10cd4ac7bb2208c5ff9628aac96b2eda6115de9daedb8a97e939c4c9ef309"
        }
      },
      "receipt_sha256": "683f26cfe8495a6b05e014d2d99bd970ef46fbb800dbefaa5c60e8248d0d440e"
    },
    {
      "storm_id": "222672",
      "lat": 46.439,
      "lon": -108.124,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 77.0,
      "ebshear": 11.0,
      "srh01": 111.0,
      "maxllaz": 0.002,
      "mesh": 0.17,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 111.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.4618
        },
        {
          "name": "alignment",
          "value": -2.4683
        },
        {
          "name": "tau",
          "value": 0.4649
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0708
      },
      "coherence_score": 0.4648822247982025,
      "coherence_diagnostics": {
        "tau": 0.4648822247982025,
        "grad_tau": 0.030174745246767998,
        "torsion": 0.0,
        "alignment": -2.468309164047241,
        "S_field": 0.20010103285312653,
        "Gamma_field": 0.2828715145587921,
        "S_over_Gamma": 0.7073919773101807,
        "Da": 17.31515884399414,
        "E_coh": 0.422650009393692,
        "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": [
          [
            [
              -108.17,
              46.48
            ],
            [
              -108.14,
              46.48
            ],
            [
              -108.08,
              46.45
            ],
            [
              -108.05,
              46.42
            ],
            [
              -108.05,
              46.39
            ],
            [
              -108.09,
              46.38
            ],
            [
              -108.13,
              46.4
            ],
            [
              -108.18,
              46.44
            ],
            [
              -108.18,
              46.47
            ],
            [
              -108.17,
              46.48
            ]
          ]
        ]
      },
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "53127f7b223ca8346d79fc4eddc02053be22c88dd1c7c81996e3c00dbaba2733",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0708,
        "probability": 0.000835,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000835,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7ec963bdfd8620ebbeedd80ca5f7902954830aa825a0fef457793c3625ca8598",
        "signature": {
          "alg": "ed25519",
          "sig": "433e50a4f1df576f368497e4152b3ec69ce1cc9682db9ecd13793b0e87bb3bca9f621a2493e9a741d864f9e25bb6d7d87e3e888459f2a51f6ed3ca14252a920a"
        }
      },
      "receipt_sha256": "7ec963bdfd8620ebbeedd80ca5f7902954830aa825a0fef457793c3625ca8598"
    },
    {
      "storm_id": "222601",
      "lat": 30.0018,
      "lon": -85.2845,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3618.0,
      "ebshear": 15.0,
      "srh01": 32.0,
      "maxllaz": 0.001,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.0868
        },
        {
          "name": "alignment",
          "value": 0.2101
        },
        {
          "name": "tau",
          "value": 2.4811
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0702
      },
      "coherence_score": 2.481102228164673,
      "coherence_diagnostics": {
        "tau": 2.481102228164673,
        "grad_tau": 0.18272806704044342,
        "torsion": 0.0,
        "alignment": 0.21006453037261963,
        "S_field": 1.0801713466644287,
        "Gamma_field": 0.20703817903995514,
        "S_over_Gamma": 5.217257022857666,
        "Da": 12.896367073059082,
        "E_coh": 0.910500705242157,
        "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": [
          [
            [
              -85.23,
              30.07
            ],
            [
              -85.19,
              30.07
            ],
            [
              -85.21,
              30.05
            ],
            [
              -85.2,
              29.99
            ],
            [
              -85.18,
              29.96
            ],
            [
              -85.19,
              29.95
            ],
            [
              -85.25,
              29.95
            ],
            [
              -85.26,
              29.96
            ],
            [
              -85.28,
              29.96
            ],
            [
              -85.31,
              29.94
            ],
            [
              -85.35,
              29.94
            ],
            [
              -85.37,
              29.95
            ],
            [
              -85.37,
              29.97
            ],
            [
              -85.39,
              29.99
            ],
            [
              -85.39,
              30.0
            ],
            [
              -85.37,
              30.02
            ],
            [
              -85.35,
              30.03
            ],
            [
              -85.34,
              30.02
            ],
            [
              -85.3,
              30.03
            ],
            [
              -85.26,
              30.06
            ],
            [
              -85.24,
              30.06
            ],
            [
              -85.23,
              30.07
            ]
          ]
        ]
      },
      "raw_probability": 0.0702,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "70d87bae55f813534e68658ad5d8c5018a17c6b729e5958fb5c180ea0b021c90",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0702,
        "probability": 0.000835,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000835,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fdedd06681514158a8f8e0fcffe84e9ffdc5e2bbd53cf4a1308e02b495ccbc2b",
        "signature": {
          "alg": "ed25519",
          "sig": "78ab0d7a4d02e53be70ffa594aa7361abf1739302aca30e3d8a2df6d8e75573d4b7ae021ce43631ea5eee377e0025ebba54accd3cdef790c7b6c934e7831720f"
        }
      },
      "receipt_sha256": "fdedd06681514158a8f8e0fcffe84e9ffdc5e2bbd53cf4a1308e02b495ccbc2b"
    },
    {
      "storm_id": "222531",
      "lat": 29.1342,
      "lon": -78.7546,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3320.0,
      "ebshear": 17.0,
      "srh01": 15.0,
      "maxllaz": 0.003,
      "mesh": 0.56,
      "flash_rate": 38.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.2118
        },
        {
          "name": "alignment",
          "value": -4.3061
        },
        {
          "name": "tau",
          "value": 2.2765
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0699
      },
      "coherence_score": 2.2764906883239746,
      "coherence_diagnostics": {
        "tau": 2.2764906883239746,
        "grad_tau": 0.3531961441040039,
        "torsion": 0.0,
        "alignment": -4.306082248687744,
        "S_field": 1.038238763809204,
        "Gamma_field": 0.21620483696460724,
        "S_over_Gamma": 4.802106857299805,
        "Da": 12.47152328491211,
        "E_coh": 0.9174820780754089,
        "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": [
          [
            [
              -78.87,
              29.28
            ],
            [
              -78.86,
              29.27
            ],
            [
              -78.84,
              29.27
            ],
            [
              -78.83,
              29.28
            ],
            [
              -78.81,
              29.27
            ],
            [
              -78.71,
              29.17
            ],
            [
              -78.61,
              29.14
            ],
            [
              -78.56,
              29.09
            ],
            [
              -78.56,
              29.05
            ],
            [
              -78.58,
              29.03
            ],
            [
              -78.61,
              29.03
            ],
            [
              -78.62,
              29.02
            ],
            [
              -78.66,
              29.02
            ],
            [
              -78.67,
              29.03
            ],
            [
              -78.69,
              29.02
            ],
            [
              -78.72,
              29.02
            ],
            [
              -78.73,
              29.03
            ],
            [
              -78.76,
              29.03
            ],
            [
              -78.78,
              29.05
            ],
            [
              -78.8,
              29.11
            ],
            [
              -78.84,
              29.15
            ],
            [
              -78.87,
              29.15
            ],
            [
              -78.94,
              29.21
            ],
            [
              -78.94,
              29.22
            ],
            [
              -78.89,
              29.27
            ],
            [
              -78.87,
              29.28
            ]
          ]
        ]
      },
      "raw_probability": 0.0699,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "23b26b6fad9d24bc356d28f16f6c1006435a7d5c8ad3591c4d39dd92019e56df",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0699,
        "probability": 0.000835,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000835,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "87e9cd8d87c217c6f62034db613adcbfc8b871c0088f31c39a2d3e1441ec1218",
        "signature": {
          "alg": "ed25519",
          "sig": "ca2df5f5f04c6ce8f01c1ad1d669890b50ba38d47b91d1ada96913d44726ea410a2ca1ce4b80b6e270133d1ac8146ccf48e562fb09fae8e9be8677cacb716902"
        }
      },
      "receipt_sha256": "87e9cd8d87c217c6f62034db613adcbfc8b871c0088f31c39a2d3e1441ec1218"
    },
    {
      "storm_id": "222270",
      "lat": 30.2777,
      "lon": -85.9086,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2980.0,
      "ebshear": 18.0,
      "srh01": 35.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.3368
        },
        {
          "name": "alignment",
          "value": 1.9714
        },
        {
          "name": "tau",
          "value": 1.8586
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0689
      },
      "coherence_score": 1.8585584163665771,
      "coherence_diagnostics": {
        "tau": 1.8585584163665771,
        "grad_tau": 0.6538496613502502,
        "torsion": 0.0,
        "alignment": 1.971448302268982,
        "S_field": 0.8826542496681213,
        "Gamma_field": 0.2853715121746063,
        "S_over_Gamma": 3.093000650405884,
        "Da": 18.002748489379883,
        "E_coh": 0.9193231463432312,
        "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": [
          [
            [
              -85.96,
              30.34
            ],
            [
              -85.93,
              30.33
            ],
            [
              -85.94,
              30.32
            ],
            [
              -85.9,
              30.29
            ],
            [
              -85.85,
              30.3
            ],
            [
              -85.82,
              30.27
            ],
            [
              -85.81,
              30.28
            ],
            [
              -85.79,
              30.27
            ],
            [
              -85.79,
              30.21
            ],
            [
              -85.8,
              30.19
            ],
            [
              -85.83,
              30.19
            ],
            [
              -85.85,
              30.18
            ],
            [
              -85.9,
              30.24
            ],
            [
              -85.9,
              30.26
            ],
            [
              -85.93,
              30.28
            ],
            [
              -86.01,
              30.26
            ],
            [
              -86.02,
              30.28
            ],
            [
              -86.02,
              30.31
            ],
            [
              -86.01,
              30.31
            ],
            [
              -86.0,
              30.33
            ],
            [
              -85.97,
              30.33
            ],
            [
              -85.96,
              30.34
            ]
          ]
        ]
      },
      "raw_probability": 0.0689,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "f0f340980e8a7e5454c487d4b7028bb5733e11fcdf6f98b44a1725e166e9cbdd",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0689,
        "probability": 0.000835,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000835,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ab31d8c015caaddff4715e784b37db369bf674ac030a6db7696f868c9eb75d69",
        "signature": {
          "alg": "ed25519",
          "sig": "b2a8a1eb8b21efbde626b5a746f2069da8cb45ba93b839e3bc256c27cf0a3278e23c7b304a25d6f6092894d3750e00e2e7c53d6b43492d419c31285fd759d602"
        }
      },
      "receipt_sha256": "ab31d8c015caaddff4715e784b37db369bf674ac030a6db7696f868c9eb75d69"
    },
    {
      "storm_id": "222795",
      "lat": 44.9805,
      "lon": -92.7866,
      "motion_east": 5.8,
      "motion_south": -5.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 211.0,
      "ebshear": 18.0,
      "srh01": 41.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.3368
        },
        {
          "name": "alignment",
          "value": -0.2717
        },
        {
          "name": "tau",
          "value": 0.5629
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0677
      },
      "coherence_score": 0.5628588795661926,
      "coherence_diagnostics": {
        "tau": 0.5628588795661926,
        "grad_tau": 0.12560376524925232,
        "torsion": 0.0,
        "alignment": -0.27169156074523926,
        "S_field": 0.10004329681396484,
        "Gamma_field": 0.375371515750885,
        "S_over_Gamma": 0.26651808619499207,
        "Da": 22.48910140991211,
        "E_coh": 0.44215521216392517,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.78,
              45.24
            ],
            [
              -92.76,
              45.23
            ],
            [
              -92.73,
              45.23
            ],
            [
              -92.71,
              45.21
            ],
            [
              -92.69,
              45.21
            ],
            [
              -92.68,
              45.2
            ],
            [
              -92.67,
              45.18
            ],
            [
              -92.67,
              45.14
            ],
            [
              -92.69,
              45.12
            ],
            [
              -92.69,
              45.09
            ],
            [
              -92.68,
              45.08
            ],
            [
              -92.68,
              45.06
            ],
            [
              -92.66,
              45.04
            ],
            [
              -92.66,
              45.0
            ],
            [
              -92.65,
              44.98
            ],
            [
              -92.61,
              44.94
            ],
            [
              -92.58,
              44.93
            ],
            [
              -92.58,
              44.91
            ],
            [
              -92.56,
              44.89
            ],
            [
              -92.56,
              44.82
            ],
            [
              -92.59,
              44.8
            ],
            [
              -92.66,
              44.79
            ],
            [
              -92.68,
              44.77
            ],
            [
              -92.69,
              44.74
            ],
            [
              -92.73,
              44.72
            ],
            [
              -92.76,
              44.69
            ],
            [
              -92.82,
              44.69
            ],
            [
              -92.84,
              44.72
            ],
            [
              -92.85,
              44.76
            ],
            [
              -92.87,
              44.78
            ],
            [
              -92.87,
              44.82
            ],
            [
              -92.85,
              44.84
            ],
            [
              -92.81,
              44.86
            ],
            [
              -92.81,
              44.89
            ],
            [
              -92.84,
              44.91
            ],
            [
              -92.85,
              44.9
            ],
            [
              -92.91,
              44.9
            ],
            [
              -92.92,
              44.89
            ],
            [
              -92.98,
              44.88
            ],
            [
              -93.0,
              44.89
            ],
            [
              -93.01,
              44.91
            ],
            [
              -93.0,
              44.93
            ],
            [
              -93.01,
              44.94
            ],
            [
              -92.99,
              44.98
            ],
            [
              -92.97,
              44.99
            ],
            [
              -92.95,
              44.98
            ],
            [
              -92.93,
              45.0
            ],
            [
              -92.92,
              44.99
            ],
            [
              -92.9,
              44.99
            ],
            [
              -92.87,
              45.01
            ],
            [
              -92.85,
              45.01
            ],
            [
              -92.82,
              45.04
            ],
            [
              -92.81,
              45.04
            ],
            [
              -92.76,
              45.08
            ],
            [
              -92.76,
              45.1
            ],
            [
              -92.79,
              45.12
            ],
            [
              -92.79,
              45.13
            ],
            [
              -92.82,
              45.17
            ],
            [
              -92.82,
              45.2
            ],
            [
              -92.81,
              45.22
            ],
            [
              -92.78,
              45.24
            ]
          ]
        ]
      },
      "raw_probability": 0.0677,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "a7d117ef25d4ce0d20dd46b9cfb6631e248d90807c09f1388bc6bc9779595aa5",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0677,
        "probability": 0.000835,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000835,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "df51559afb7c972ebbb99e85f3447ad647f0659ffa09d0d2cffab6f047d827da",
        "signature": {
          "alg": "ed25519",
          "sig": "2bda3c5fc1ce47148df40f6f8309f51df79e1c3183d71b920ec4734b38aa268202c5e64ca2065da24124ebff0fd5ce0a333d06b5e8d6c590a5202757bf954e09"
        }
      },
      "receipt_sha256": "df51559afb7c972ebbb99e85f3447ad647f0659ffa09d0d2cffab6f047d827da"
    },
    {
      "storm_id": "222654",
      "lat": 46.1288,
      "lon": -108.1724,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 127.0,
      "ebshear": 15.0,
      "srh01": 83.0,
      "maxllaz": 0.004,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 83.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.4618
        },
        {
          "name": "alignment",
          "value": -2.4683
        },
        {
          "name": "tau",
          "value": 0.4649
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0675
      },
      "coherence_score": 0.4648822247982025,
      "coherence_diagnostics": {
        "tau": 0.4648822247982025,
        "grad_tau": 0.030174745246767998,
        "torsion": 0.0,
        "alignment": -2.468309164047241,
        "S_field": 0.20010103285312653,
        "Gamma_field": 0.2828715145587921,
        "S_over_Gamma": 0.7073919773101807,
        "Da": 17.31515884399414,
        "E_coh": 0.422650009393692,
        "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": [
          [
            [
              -108.21,
              46.23
            ],
            [
              -108.18,
              46.23
            ],
            [
              -108.16,
              46.21
            ],
            [
              -108.16,
              46.18
            ],
            [
              -108.14,
              46.15
            ],
            [
              -108.14,
              46.13
            ],
            [
              -108.12,
              46.11
            ],
            [
              -108.12,
              46.07
            ],
            [
              -108.13,
              46.06
            ],
            [
              -108.13,
              46.04
            ],
            [
              -108.15,
              46.03
            ],
            [
              -108.19,
              46.03
            ],
            [
              -108.22,
              46.06
            ],
            [
              -108.22,
              46.11
            ],
            [
              -108.21,
              46.13
            ],
            [
              -108.24,
              46.19
            ],
            [
              -108.21,
              46.23
            ]
          ]
        ]
      },
      "raw_probability": 0.0675,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "fa02e54f18a180b6a56b0ee9cf892134008718fd9ec4193a2d36a6342b5bd106",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0675,
        "probability": 0.000835,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000835,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d4a21a4c5fe8ffca570ebebcfd55e777e93aa22eda8bf5125391eb23416f2d6c",
        "signature": {
          "alg": "ed25519",
          "sig": "ffab938c6ee489a751c4fe1883c2cf0ad3e3bad4d83928f8167f9554bf8bb8ccbe944a3365d8ee594bdd74d6dc6bb91111e92f8a7b696577bcd86ecf4383c305"
        }
      },
      "receipt_sha256": "d4a21a4c5fe8ffca570ebebcfd55e777e93aa22eda8bf5125391eb23416f2d6c"
    },
    {
      "storm_id": "222600",
      "lat": 30.12,
      "lon": -85.4017,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3373.0,
      "ebshear": 15.0,
      "srh01": 35.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.8368
        },
        {
          "name": "alignment",
          "value": -0.4785
        },
        {
          "name": "tau",
          "value": 2.1598
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0664
      },
      "coherence_score": 2.1598002910614014,
      "coherence_diagnostics": {
        "tau": 2.1598002910614014,
        "grad_tau": 0.679898202419281,
        "torsion": 0.0,
        "alignment": -0.4785205125808716,
        "S_field": 1.0458935499191284,
        "Gamma_field": 0.23703816533088684,
        "S_over_Gamma": 4.412342548370361,
        "Da": 14.913678169250488,
        "E_coh": 0.9486640691757202,
        "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": [
          [
            [
              -85.4,
              30.15
            ],
            [
              -85.35,
              30.15
            ],
            [
              -85.34,
              30.13
            ],
            [
              -85.35,
              30.12
            ],
            [
              -85.38,
              30.12
            ],
            [
              -85.42,
              30.07
            ],
            [
              -85.44,
              30.07
            ],
            [
              -85.45,
              30.1
            ],
            [
              -85.44,
              30.12
            ],
            [
              -85.43,
              30.12
            ],
            [
              -85.42,
              30.14
            ],
            [
              -85.4,
              30.15
            ]
          ]
        ]
      },
      "raw_probability": 0.0664,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "d87d01de7ef827bdfdcb1d60b9360fef38f07737d022be179a6a8efdf67dd61d",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0664,
        "probability": 0.000835,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000835,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f74c9d6a416536f709b2637ec12317fc952a79eeca827d76d855ae87b35fd591",
        "signature": {
          "alg": "ed25519",
          "sig": "af7670f24dc5ecea76dc1691403de6206107ec3f08297ccb4bd4c13dbdcadd26d8b2c7496699d942d1c9a78b3730c18df0d5914991012ad954a26779dc9b9e00"
        }
      },
      "receipt_sha256": "f74c9d6a416536f709b2637ec12317fc952a79eeca827d76d855ae87b35fd591"
    },
    {
      "storm_id": "222811",
      "lat": 48.7914,
      "lon": -121.83,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 27.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.4618
        },
        {
          "name": "alignment",
          "value": -2.4958
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0658
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.2751985192298889,
        "torsion": 0.0,
        "alignment": -2.495777130126953,
        "S_field": 0.2588600516319275,
        "Gamma_field": 0.17203816771507263,
        "S_over_Gamma": 1.5046664476394653,
        "Da": 9.568549156188965,
        "E_coh": 0.08658020198345184,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -121.86,
              48.83
            ],
            [
              -121.78,
              48.83
            ],
            [
              -121.78,
              48.75
            ],
            [
              -121.79,
              48.74
            ],
            [
              -121.87,
              48.74
            ],
            [
              -121.87,
              48.82
            ],
            [
              -121.86,
              48.83
            ]
          ]
        ]
      },
      "raw_probability": 0.0658,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "3e6220b7afcb6a0c1017317ff8814972b6280bd1861789aa049247017ea0ca7b",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0658,
        "probability": 0.000835,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000835,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e2eb0b16f353e2c6c054c05cde8ad0c592c3e8eb1a93cacd19ef2b5e3da264ac",
        "signature": {
          "alg": "ed25519",
          "sig": "126ffdbc1e82e1b9c1411f0205778302230778c5058ad92c9524ff1986abf9ca3b99c92491c038cd41c1862252cdc00a6efab74992a7ead5562f83434414c702"
        }
      },
      "receipt_sha256": "e2eb0b16f353e2c6c054c05cde8ad0c592c3e8eb1a93cacd19ef2b5e3da264ac"
    },
    {
      "storm_id": "222827",
      "lat": 30.637,
      "lon": -86.238,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1918.0,
      "ebshear": 15.0,
      "srh01": 46.0,
      "maxllaz": 0.002,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 46.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.3368
        },
        {
          "name": "alignment",
          "value": 1.9714
        },
        {
          "name": "tau",
          "value": 1.8586
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.065
      },
      "coherence_score": 1.8585584163665771,
      "coherence_diagnostics": {
        "tau": 1.8585584163665771,
        "grad_tau": 0.6538496613502502,
        "torsion": 0.0,
        "alignment": 1.971448302268982,
        "S_field": 0.8826542496681213,
        "Gamma_field": 0.2853715121746063,
        "S_over_Gamma": 3.093000650405884,
        "Da": 18.002748489379883,
        "E_coh": 0.9193231463432312,
        "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": [
          [
            [
              -86.22,
              30.69
            ],
            [
              -86.19,
              30.68
            ],
            [
              -86.21,
              30.65
            ],
            [
              -86.21,
              30.62
            ],
            [
              -86.23,
              30.6
            ],
            [
              -86.25,
              30.6
            ],
            [
              -86.26,
              30.59
            ],
            [
              -86.29,
              30.6
            ],
            [
              -86.3,
              30.65
            ],
            [
              -86.22,
              30.69
            ]
          ]
        ]
      },
      "raw_probability": 0.065,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "e3dd12f96876c999399a65af0d946bff56203dc8540b391b062a8aae05bf06e4",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.065,
        "probability": 0.000835,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000835,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "01f41e9a73e84262aa89c806c2fde5e7ccb4190aa12136c2329efa627ad52aed",
        "signature": {
          "alg": "ed25519",
          "sig": "ee2ff063dfeeb0307044b0ef0101f44bccdae3b68c661c0e9d79888f5b1c9edaf2b66dcc36e5446717f82f6d7e1f2bc6200526aba7b17f69f713d823fb946002"
        }
      },
      "receipt_sha256": "01f41e9a73e84262aa89c806c2fde5e7ccb4190aa12136c2329efa627ad52aed"
    },
    {
      "storm_id": "222785",
      "lat": 30.28,
      "lon": -85.6822,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2803.0,
      "ebshear": 17.0,
      "srh01": 35.0,
      "maxllaz": 0.003,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.3368
        },
        {
          "name": "alignment",
          "value": 1.9714
        },
        {
          "name": "tau",
          "value": 1.8586
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0643
      },
      "coherence_score": 1.8585584163665771,
      "coherence_diagnostics": {
        "tau": 1.8585584163665771,
        "grad_tau": 0.6538496613502502,
        "torsion": 0.0,
        "alignment": 1.971448302268982,
        "S_field": 0.8826542496681213,
        "Gamma_field": 0.2853715121746063,
        "S_over_Gamma": 3.093000650405884,
        "Da": 18.002748489379883,
        "E_coh": 0.9193231463432312,
        "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": [
          [
            [
              -85.7,
              30.34
            ],
            [
              -85.62,
              30.34
            ],
            [
              -85.62,
              30.26
            ],
            [
              -85.65,
              30.21
            ],
            [
              -85.71,
              30.21
            ],
            [
              -85.72,
              30.23
            ],
            [
              -85.72,
              30.28
            ],
            [
              -85.7,
              30.31
            ],
            [
              -85.7,
              30.34
            ]
          ]
        ]
      },
      "raw_probability": 0.0643,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "8394d16d465269ba1e85453b01123334c591b73226651d29d40dc7231684426e",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0643,
        "probability": 0.000835,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000835,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b26f6040b34796e5e3f0e2001132f5ac4a98a98a7cbc73eb2cd860ef05808be1",
        "signature": {
          "alg": "ed25519",
          "sig": "651888610a0af99c016589e6277154000bf489b9c7efecc3a01e882b701d473f4919d6890bcc8a8501267adeff21d14b701afa6678de42cf120c2f4cb02ca503"
        }
      },
      "receipt_sha256": "b26f6040b34796e5e3f0e2001132f5ac4a98a98a7cbc73eb2cd860ef05808be1"
    },
    {
      "storm_id": "222446",
      "lat": 34.1623,
      "lon": -102.4323,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 146.0,
      "ebshear": 26.0,
      "srh01": 34.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.7118
        },
        {
          "name": "alignment",
          "value": -2.77
        },
        {
          "name": "tau",
          "value": 0.2818
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0625
      },
      "coherence_score": 0.2817951738834381,
      "coherence_diagnostics": {
        "tau": 0.2817951738834381,
        "grad_tau": 0.052317485213279724,
        "torsion": 0.0,
        "alignment": -2.7700257301330566,
        "S_field": 0.26478976011276245,
        "Gamma_field": 0.37370485067367554,
        "S_over_Gamma": 0.7085531949996948,
        "Da": 23.6802978515625,
        "E_coh": 0.8141854405403137,
        "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": [
          [
            [
              -102.41,
              34.2
            ],
            [
              -102.38,
              34.18
            ],
            [
              -102.39,
              34.17
            ],
            [
              -102.39,
              34.14
            ],
            [
              -102.43,
              34.11
            ],
            [
              -102.44,
              34.12
            ],
            [
              -102.46,
              34.12
            ],
            [
              -102.48,
              34.15
            ],
            [
              -102.48,
              34.17
            ],
            [
              -102.47,
              34.17
            ],
            [
              -102.46,
              34.19
            ],
            [
              -102.42,
              34.19
            ],
            [
              -102.41,
              34.2
            ]
          ]
        ]
      },
      "raw_probability": 0.0625,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "e452a95f61b21a03ce78eee95f15d2e611d4ee3926f614a6e9c6f70a79bdfa7d",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0625,
        "probability": 0.000835,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000835,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "904b54e99111696df8d944f05930ceed6dff1a07187e9a3b7fc8bd30f175efd6",
        "signature": {
          "alg": "ed25519",
          "sig": "9b2e50d0d5762350bd82055b0d719ca868130aed8278498f8bd78c505092dd6d224ffffd7e9e6dd0e77499bc822fc88430350f822239e28a7190e652a088260a"
        }
      },
      "receipt_sha256": "904b54e99111696df8d944f05930ceed6dff1a07187e9a3b7fc8bd30f175efd6"
    },
    {
      "storm_id": "222805",
      "lat": 29.6531,
      "lon": -78.6938,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3384.0,
      "ebshear": 15.0,
      "srh01": 8.0,
      "maxllaz": 0.0,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.2118
        },
        {
          "name": "alignment",
          "value": -2.3255
        },
        {
          "name": "tau",
          "value": 1.7124
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0609
      },
      "coherence_score": 1.7123966217041016,
      "coherence_diagnostics": {
        "tau": 1.7123966217041016,
        "grad_tau": 0.5872567892074585,
        "torsion": 0.0,
        "alignment": -2.3255133628845215,
        "S_field": 0.26406973600387573,
        "Gamma_field": 0.45953816175460815,
        "S_over_Gamma": 0.5746415853500366,
        "Da": 30.78889274597168,
        "E_coh": 0.8989999294281006,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.72,
              29.69
            ],
            [
              -78.68,
              29.67
            ],
            [
              -78.67,
              29.68
            ],
            [
              -78.66,
              29.67
            ],
            [
              -78.66,
              29.66
            ],
            [
              -78.68,
              29.65
            ],
            [
              -78.67,
              29.64
            ],
            [
              -78.67,
              29.62
            ],
            [
              -78.71,
              29.62
            ],
            [
              -78.72,
              29.61
            ],
            [
              -78.73,
              29.62
            ],
            [
              -78.73,
              29.67
            ],
            [
              -78.72,
              29.69
            ]
          ]
        ]
      },
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "c7d44041a51e9241a3bcfc3830f6378f8756087e219992b095706b08b780543a",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0609,
        "probability": 0.000835,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000835,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "527b6bcfde601fc1171d4dad51c2d3da1053f205c5ed2a40e8918478a7c9f520",
        "signature": {
          "alg": "ed25519",
          "sig": "7a42899ac35a2afe55f283f31ba013aa9f4b72c8d7143dc7139c366c18908ccdd2a777cc6deced3bb53655ab4ed6915556494945be93a4f5024ab5ada17e9c05"
        }
      },
      "receipt_sha256": "527b6bcfde601fc1171d4dad51c2d3da1053f205c5ed2a40e8918478a7c9f520"
    },
    {
      "storm_id": "222756",
      "lat": 45.4231,
      "lon": -93.5849,
      "motion_east": 4.7,
      "motion_south": -6.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 289.0,
      "ebshear": 28.0,
      "srh01": 17.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.8368
        },
        {
          "name": "alignment",
          "value": 1.6845
        },
        {
          "name": "tau",
          "value": 0.4735
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0593
      },
      "coherence_score": 0.47353294491767883,
      "coherence_diagnostics": {
        "tau": 0.47353294491767883,
        "grad_tau": 0.07577132433652878,
        "torsion": 0.0,
        "alignment": 1.6845368146896362,
        "S_field": 0.08978761732578278,
        "Gamma_field": 0.25370484590530396,
        "S_over_Gamma": 0.3539057970046997,
        "Da": 14.971895217895508,
        "E_coh": 0.23303693532943726,
        "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": [
          [
            [
              -93.68,
              45.69
            ],
            [
              -93.63,
              45.69
            ],
            [
              -93.61,
              45.67
            ],
            [
              -93.61,
              45.64
            ],
            [
              -93.58,
              45.61
            ],
            [
              -93.46,
              45.61
            ],
            [
              -93.45,
              45.6
            ],
            [
              -93.37,
              45.61
            ],
            [
              -93.36,
              45.6
            ],
            [
              -93.33,
              45.6
            ],
            [
              -93.29,
              45.58
            ],
            [
              -93.27,
              45.56
            ],
            [
              -93.23,
              45.55
            ],
            [
              -93.22,
              45.54
            ],
            [
              -93.19,
              45.54
            ],
            [
              -93.18,
              45.55
            ],
            [
              -93.15,
              45.53
            ],
            [
              -93.12,
              45.53
            ],
            [
              -93.08,
              45.48
            ],
            [
              -93.08,
              45.46
            ],
            [
              -93.07,
              45.45
            ],
            [
              -93.11,
              45.4
            ],
            [
              -93.14,
              45.4
            ],
            [
              -93.15,
              45.39
            ],
            [
              -93.16,
              45.4
            ],
            [
              -93.19,
              45.38
            ],
            [
              -93.21,
              45.38
            ],
            [
              -93.24,
              45.36
            ],
            [
              -93.24,
              45.34
            ],
            [
              -93.19,
              45.3
            ],
            [
              -93.11,
              45.26
            ],
            [
              -93.09,
              45.24
            ],
            [
              -93.09,
              45.18
            ],
            [
              -93.13,
              45.16
            ],
            [
              -93.17,
              45.16
            ],
            [
              -93.21,
              45.18
            ],
            [
              -93.23,
              45.17
            ],
            [
              -93.25,
              45.18
            ],
            [
              -93.31,
              45.18
            ],
            [
              -93.32,
              45.19
            ],
            [
              -93.34,
              45.19
            ],
            [
              -93.38,
              45.21
            ],
            [
              -93.46,
              45.21
            ],
            [
              -93.48,
              45.2
            ],
            [
              -93.54,
              45.13
            ],
            [
              -93.56,
              45.13
            ],
            [
              -93.57,
              45.12
            ],
            [
              -93.63,
              45.12
            ],
            [
              -93.64,
              45.13
            ],
            [
              -93.64,
              45.15
            ],
            [
              -93.63,
              45.16
            ],
            [
              -93.64,
              45.18
            ],
            [
              -93.63,
              45.2
            ],
            [
              -93.64,
              45.24
            ],
            [
              -93.67,
              45.27
            ],
            [
              -93.76,
              45.27
            ],
            [
              -93.78,
              45.28
            ],
            [
              -93.79,
              45.29
            ],
            [
              -93.79,
              45.32
            ],
            [
              -93.87,
              45.41
            ],
            [
              -93.89,
              45.42
            ],
            [
              -93.92,
              45.42
            ],
            [
              -93.98,
              45.47
            ],
            [
              -93.99,
              45.47
            ],
            [
              -94.0,
              45.49
            ],
            [
              -94.02,
              45.49
            ],
            [
              -94.03,
              45.5
            ],
            [
              -94.07,
              45.5
            ],
            [
              -94.08,
              45.51
            ],
            [
              -94.1,
              45.51
            ],
            [
              -94.13,
              45.49
            ],
            [
              -94.17,
              45.49
            ],
            [
              -94.18,
              45.5
            ],
            [
              -94.18,
              45.55
            ],
            [
              -94.16,
              45.56
            ],
            [
              -94.14,
              45.56
            ],
            [
              -94.13,
              45.57
            ],
            [
              -94.12,
              45.56
            ],
            [
              -94.11,
              45.57
            ],
            [
              -94.06,
              45.57
            ],
            [
              -94.05,
              45.58
            ],
            [
              -93.94,
              45.58
            ],
            [
              -93.88,
              45.55
            ],
            [
              -93.84,
              45.5
            ],
            [
              -93.83,
              45.47
            ],
            [
              -93.79,
              45.43
            ],
            [
              -93.75,
              45.42
            ],
            [
              -93.74,
              45.41
            ],
            [
              -93.74,
              45.39
            ],
            [
              -93.72,
              45.37
            ],
            [
              -93.65,
              45.33
            ],
            [
              -93.53,
              45.34
            ],
            [
              -93.51,
              45.32
            ],
            [
              -93.47,
              45.32
            ],
            [
              -93.45,
              45.34
            ],
            [
              -93.43,
              45.34
            ],
            [
              -93.4,
              45.37
            ],
            [
              -93.42,
              45.39
            ],
            [
              -93.41,
              45.4
            ],
            [
              -93.42,
              45.42
            ],
            [
              -93.46,
              45.42
            ],
            [
              -93.47,
              45.44
            ],
            [
              -93.49,
              45.44
            ],
            [
              -93.5,
              45.45
            ],
            [
              -93.54,
              45.45
            ],
            [
              -93.63,
              45.52
            ],
            [
              -93.71,
              45.53
            ],
            [
              -93.71,
              45.57
            ],
            [
              -93.73,
              45.59
            ],
            [
              -93.75,
              45.58
            ],
            [
              -93.78,
              45.6
            ],
            [
              -93.73,
              45.6
            ],
            [
              -93.71,
              45.62
            ],
            [
              -93.73,
              45.64
            ],
            [
              -93.73,
              45.67
            ],
            [
              -93.71,
              45.67
            ],
            [
              -93.68,
              45.69
            ]
          ]
        ]
      },
      "raw_probability": 0.0593,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "22a42b7876758fc5e44e81574459a7954185663e12ec905cabef070b98a968d3",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0593,
        "probability": 0.000817,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000817,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "65db430581a98e398874d0316b2654af188bc5eeb943eb28b9cb03fe400db36a",
        "signature": {
          "alg": "ed25519",
          "sig": "91a7e0cda50789946e601297353220596290c8da34c4210077ba769fd76ed3761624a5d27f18784946d1f91d8aa2f7bde6a197e5d4eef1daedbdb7edee76a007"
        }
      },
      "receipt_sha256": "65db430581a98e398874d0316b2654af188bc5eeb943eb28b9cb03fe400db36a"
    },
    {
      "storm_id": "222835",
      "lat": 45.6643,
      "lon": -93.8386,
      "motion_east": 4.7,
      "motion_south": -6.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 158.0,
      "ebshear": 31.0,
      "srh01": 26.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.8368
        },
        {
          "name": "alignment",
          "value": 1.6845
        },
        {
          "name": "tau",
          "value": 0.4735
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0582
      },
      "coherence_score": 0.47353294491767883,
      "coherence_diagnostics": {
        "tau": 0.47353294491767883,
        "grad_tau": 0.07577132433652878,
        "torsion": 0.0,
        "alignment": 1.6845368146896362,
        "S_field": 0.08978761732578278,
        "Gamma_field": 0.25370484590530396,
        "S_over_Gamma": 0.3539057970046997,
        "Da": 14.971895217895508,
        "E_coh": 0.23303693532943726,
        "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": [
          [
            [
              -93.87,
              45.71
            ],
            [
              -93.83,
              45.71
            ],
            [
              -93.81,
              45.7
            ],
            [
              -93.8,
              45.69
            ],
            [
              -93.79,
              45.65
            ],
            [
              -93.77,
              45.64
            ],
            [
              -93.77,
              45.63
            ],
            [
              -93.83,
              45.62
            ],
            [
              -93.84,
              45.63
            ],
            [
              -93.87,
              45.63
            ],
            [
              -93.89,
              45.64
            ],
            [
              -93.9,
              45.65
            ],
            [
              -93.9,
              45.69
            ],
            [
              -93.87,
              45.71
            ]
          ]
        ]
      },
      "raw_probability": 0.0582,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "2bf6d682c3c3351365535975db1ccd26814c2d889de1b3d9392300c9aef4f4ef",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0582,
        "probability": 0.000815,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000815,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "84139cd74bc186929b04dd5f048e0e738562e06b941b5033f97b40d3c6aa51ae",
        "signature": {
          "alg": "ed25519",
          "sig": "7c69541c1a5496c487c295369dd227eef1342a8929a9fc30327b178a915474e4021038af3876ffdb235d4e4f4510ea9a0c822e456d5a97e14dd27e19aa2fe30c"
        }
      },
      "receipt_sha256": "84139cd74bc186929b04dd5f048e0e738562e06b941b5033f97b40d3c6aa51ae"
    },
    {
      "storm_id": "222427",
      "lat": 28.5762,
      "lon": -78.07,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2579.0,
      "ebshear": 16.0,
      "srh01": 28.0,
      "maxllaz": 0.001,
      "mesh": 0.17,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.5868
        },
        {
          "name": "alignment",
          "value": 0.2139
        },
        {
          "name": "tau",
          "value": 2.3477
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0572
      },
      "coherence_score": 2.3477001190185547,
      "coherence_diagnostics": {
        "tau": 2.3477001190185547,
        "grad_tau": 0.0769456997513771,
        "torsion": 0.0,
        "alignment": 0.21394479274749756,
        "S_field": 0.8869796395301819,
        "Gamma_field": 0.20787149667739868,
        "S_over_Gamma": 4.266961574554443,
        "Da": 12.97261905670166,
        "E_coh": 0.9828872680664062,
        "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": [
          [
            [
              -78.07,
              28.62
            ],
            [
              -78.06,
              28.61
            ],
            [
              -78.03,
              28.61
            ],
            [
              -78.02,
              28.6
            ],
            [
              -78.02,
              28.55
            ],
            [
              -78.06,
              28.54
            ],
            [
              -78.1,
              28.51
            ],
            [
              -78.1,
              28.53
            ],
            [
              -78.09,
              28.54
            ],
            [
              -78.1,
              28.56
            ],
            [
              -78.1,
              28.59
            ],
            [
              -78.09,
              28.61
            ],
            [
              -78.07,
              28.62
            ]
          ]
        ]
      },
      "raw_probability": 0.0572,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "249c78b19b8f9df56f706de533c0adfa9dc134b8a5ba3a34082ed402ca3c0a36",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0572,
        "probability": 0.000815,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000815,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "64727643f87d18dad51875cd431463c1430f67035fa80c99621f8bc7948130de",
        "signature": {
          "alg": "ed25519",
          "sig": "b2e19e4f9c8d1aa6a502a4906c59076f7a3a0eed16f67ce7eaa222ad67af207cf3562500c5094cdd66d086cac4cf59c363ea60503b3e5a80f2d5becaa638e908"
        }
      },
      "receipt_sha256": "64727643f87d18dad51875cd431463c1430f67035fa80c99621f8bc7948130de"
    },
    {
      "storm_id": "222455",
      "lat": 44.2171,
      "lon": -96.6329,
      "motion_east": 3.5,
      "motion_south": 0.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 265.0,
      "ebshear": 28.0,
      "srh01": 41.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.4618
        },
        {
          "name": "alignment",
          "value": 5.3904
        },
        {
          "name": "tau",
          "value": 0.6419
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.057
      },
      "coherence_score": 0.6418907046318054,
      "coherence_diagnostics": {
        "tau": 0.6418907046318054,
        "grad_tau": 0.010548618622124195,
        "torsion": 0.0,
        "alignment": 5.39040470123291,
        "S_field": 0.2588505744934082,
        "Gamma_field": 0.3912048637866974,
        "S_over_Gamma": 0.6616752743721008,
        "Da": 21.534900665283203,
        "E_coh": 0.6731484532356262,
        "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": [
          [
            [
              -96.61,
              44.25
            ],
            [
              -96.61,
              44.19
            ],
            [
              -96.65,
              44.17
            ],
            [
              -96.66,
              44.18
            ],
            [
              -96.66,
              44.24
            ],
            [
              -96.63,
              44.24
            ],
            [
              -96.61,
              44.25
            ]
          ]
        ]
      },
      "raw_probability": 0.057,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "b01f6a3ee44adedec4ddfa06f2ac12de33e3c03ae767d1304e1708e1d60fe7ea",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.057,
        "probability": 0.000815,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000815,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "83f360ab8d56ebacd502631f42d43788a66a5f530b98dc6791d7f5d8b8375114",
        "signature": {
          "alg": "ed25519",
          "sig": "9fe82621e7b311a3dd3e71f0cfc8604b506b1277d5c5903c97125d68061e84dee0895777ecfe5456d2515d4b2ecfd390faac06058459b09f325b85b209f0020f"
        }
      },
      "receipt_sha256": "83f360ab8d56ebacd502631f42d43788a66a5f530b98dc6791d7f5d8b8375114"
    },
    {
      "storm_id": "222673",
      "lat": 45.7155,
      "lon": -93.2645,
      "motion_east": 4.6,
      "motion_south": -6.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 258.0,
      "ebshear": 23.0,
      "srh01": 9.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.8368
        },
        {
          "name": "alignment",
          "value": 1.6845
        },
        {
          "name": "tau",
          "value": 0.4735
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0567
      },
      "coherence_score": 0.47353294491767883,
      "coherence_diagnostics": {
        "tau": 0.47353294491767883,
        "grad_tau": 0.07577132433652878,
        "torsion": 0.0,
        "alignment": 1.6845368146896362,
        "S_field": 0.08978761732578278,
        "Gamma_field": 0.25370484590530396,
        "S_over_Gamma": 0.3539057970046997,
        "Da": 14.971895217895508,
        "E_coh": 0.23303693532943726,
        "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": [
          [
            [
              -93.29,
              45.76
            ],
            [
              -93.22,
              45.76
            ],
            [
              -93.21,
              45.75
            ],
            [
              -93.21,
              45.7
            ],
            [
              -93.23,
              45.68
            ],
            [
              -93.25,
              45.68
            ],
            [
              -93.26,
              45.67
            ],
            [
              -93.31,
              45.68
            ],
            [
              -93.32,
              45.69
            ],
            [
              -93.32,
              45.74
            ],
            [
              -93.29,
              45.76
            ]
          ]
        ]
      },
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "f6528d9469fa4e641e41561cf24f5d5e604291daf89d29066ad77b2c6c7daf62",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0567,
        "probability": 0.000815,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000815,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "86bdb1dcc95ac595027b3d151eafd0f2f6af2d455e9eff0f5d8e7ec91658b925",
        "signature": {
          "alg": "ed25519",
          "sig": "9642d19df0e8d10bde1a4b07ba566074f65b3f4d2e8bfcfff4260d27f5df4eb321998d789b216c521e5833425e0be6694747335187b74de66917d671a32ffc0e"
        }
      },
      "receipt_sha256": "86bdb1dcc95ac595027b3d151eafd0f2f6af2d455e9eff0f5d8e7ec91658b925"
    },
    {
      "storm_id": "222527",
      "lat": 32.2529,
      "lon": -74.0393,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2805.0,
      "ebshear": 6.0,
      "srh01": 3.0,
      "maxllaz": 0.0,
      "mesh": 0.32,
      "flash_rate": 12.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 59.2118
        },
        {
          "name": "alignment",
          "value": -0.2355
        },
        {
          "name": "tau",
          "value": 2.725
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0566
      },
      "coherence_score": 2.7250349521636963,
      "coherence_diagnostics": {
        "tau": 2.7250349521636963,
        "grad_tau": 0.4829557538032532,
        "torsion": 0.0,
        "alignment": -0.23546093702316284,
        "S_field": 1.2969893217086792,
        "Gamma_field": 0.20703816413879395,
        "S_over_Gamma": 6.264493942260742,
        "Da": 12.740561485290527,
        "E_coh": 0.9785081148147583,
        "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": [
          [
            [
              -74.05,
              32.31
            ],
            [
              -74.01,
              32.31
            ],
            [
              -73.96,
              32.27
            ],
            [
              -73.96,
              32.25
            ],
            [
              -73.97,
              32.24
            ],
            [
              -73.97,
              32.2
            ],
            [
              -74.01,
              32.16
            ],
            [
              -74.08,
              32.16
            ],
            [
              -74.12,
              32.21
            ],
            [
              -74.12,
              32.25
            ],
            [
              -74.11,
              32.27
            ],
            [
              -74.08,
              32.3
            ],
            [
              -74.06,
              32.3
            ],
            [
              -74.05,
              32.31
            ]
          ]
        ]
      },
      "raw_probability": 0.0566,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "40ed0fdb0c42c9d6398f225b5397c65dc16a35d96ff4a806c81dce1494cd6719",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0566,
        "probability": 0.000815,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000815,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a5461c70743a97d711b4dfcdc12153adaee782f109a0570491693aab9ed120c6",
        "signature": {
          "alg": "ed25519",
          "sig": "c7c2452db2db5aed598ab2aad570905844f26bd8f99e1343926607f38239c1ec91d8a7b03e6303abd870def40a7e2f2ab316a6c5dd4e0aa96844b2bb064d2200"
        }
      },
      "receipt_sha256": "a5461c70743a97d711b4dfcdc12153adaee782f109a0570491693aab9ed120c6"
    },
    {
      "storm_id": "222834",
      "lat": 45.7836,
      "lon": -93.6721,
      "motion_east": 4.7,
      "motion_south": -6.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 256.0,
      "ebshear": 26.0,
      "srh01": 5.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.8368
        },
        {
          "name": "alignment",
          "value": 1.6845
        },
        {
          "name": "tau",
          "value": 0.4735
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.056
      },
      "coherence_score": 0.47353294491767883,
      "coherence_diagnostics": {
        "tau": 0.47353294491767883,
        "grad_tau": 0.07577132433652878,
        "torsion": 0.0,
        "alignment": 1.6845368146896362,
        "S_field": 0.08978761732578278,
        "Gamma_field": 0.25370484590530396,
        "S_over_Gamma": 0.3539057970046997,
        "Da": 14.971895217895508,
        "E_coh": 0.23303693532943726,
        "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": [
          [
            [
              -93.71,
              45.84
            ],
            [
              -93.64,
              45.84
            ],
            [
              -93.62,
              45.83
            ],
            [
              -93.62,
              45.81
            ],
            [
              -93.6,
              45.79
            ],
            [
              -93.6,
              45.76
            ],
            [
              -93.65,
              45.72
            ],
            [
              -93.66,
              45.73
            ],
            [
              -93.68,
              45.73
            ],
            [
              -93.69,
              45.74
            ],
            [
              -93.73,
              45.75
            ],
            [
              -93.75,
              45.77
            ],
            [
              -93.75,
              45.82
            ],
            [
              -93.71,
              45.84
            ]
          ]
        ]
      },
      "raw_probability": 0.056,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "ffb675b99b2cc18ba3546f9d067d23b65d44f3d810f761b5296e31f9f2b11298",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.056,
        "probability": 0.000815,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000815,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8e0248fe802b07b51f395a173071282be8ea70508a741e394a83b074d1bb91e4",
        "signature": {
          "alg": "ed25519",
          "sig": "218dbf2e56c779382867c337bf20d184d58c99a6c62ce8df785e070373d58a373f27079c6acfd3880dde8866883999188601676936e162dca5c0aacd1777b70b"
        }
      },
      "receipt_sha256": "8e0248fe802b07b51f395a173071282be8ea70508a741e394a83b074d1bb91e4"
    },
    {
      "storm_id": "222831",
      "lat": 28.699,
      "lon": -87.998,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1227.0,
      "ebshear": 18.0,
      "srh01": 11.0,
      "maxllaz": 0.0,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.9618
        },
        {
          "name": "alignment",
          "value": 1.3828
        },
        {
          "name": "tau",
          "value": 2.0059
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0553
      },
      "coherence_score": 2.005868434906006,
      "coherence_diagnostics": {
        "tau": 2.005868434906006,
        "grad_tau": 0.02881328947842121,
        "torsion": 0.0,
        "alignment": 1.3827848434448242,
        "S_field": 0.7767780423164368,
        "Gamma_field": 0.2295381724834442,
        "S_over_Gamma": 3.3840909004211426,
        "Da": 13.971766471862793,
        "E_coh": 0.9134481549263,
        "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": [
          [
            [
              -88.0,
              28.75
            ],
            [
              -87.97,
              28.75
            ],
            [
              -87.97,
              28.68
            ],
            [
              -87.95,
              28.67
            ],
            [
              -87.97,
              28.66
            ],
            [
              -88.05,
              28.67
            ],
            [
              -88.05,
              28.68
            ],
            [
              -88.02,
              28.68
            ],
            [
              -88.0,
              28.7
            ],
            [
              -88.0,
              28.75
            ]
          ]
        ]
      },
      "raw_probability": 0.0553,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "3f3385ae2f31461d528352b6747473d53838c46c9b2c5e5167dd1931faca2c04",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0553,
        "probability": 0.000815,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000815,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b748cf0ced3452f6ed4a3312ecbc0c20f1320d93b3d85e366044bdbb64b2e35a",
        "signature": {
          "alg": "ed25519",
          "sig": "d3ecbea9c270f72d25546dc2b6aaf8c40e54538b1d949536501f48bb450664990b2a1976952d6444230b3562a44408c9097eb7bb4d60de67aaa6761539759307"
        }
      },
      "receipt_sha256": "b748cf0ced3452f6ed4a3312ecbc0c20f1320d93b3d85e366044bdbb64b2e35a"
    },
    {
      "storm_id": "222688",
      "lat": 36.945,
      "lon": -104.0018,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 322.0,
      "ebshear": 19.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.3368
        },
        {
          "name": "alignment",
          "value": -4.8043
        },
        {
          "name": "tau",
          "value": 0.3923
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0552
      },
      "coherence_score": 0.3922962248325348,
      "coherence_diagnostics": {
        "tau": 0.3922962248325348,
        "grad_tau": 0.046280134469270706,
        "torsion": 0.0,
        "alignment": -4.804285049438477,
        "S_field": 0.13972166180610657,
        "Gamma_field": 0.3178715109825134,
        "S_over_Gamma": 0.4395538866519928,
        "Da": 19.23289680480957,
        "E_coh": 0.3188663125038147,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.95,
              37.04
            ],
            [
              -103.93,
              37.04
            ],
            [
              -103.91,
              37.02
            ],
            [
              -103.9,
              37.02
            ],
            [
              -103.9,
              36.99
            ],
            [
              -103.93,
              36.96
            ],
            [
              -103.93,
              36.94
            ],
            [
              -104.0,
              36.9
            ],
            [
              -104.02,
              36.88
            ],
            [
              -104.02,
              36.86
            ],
            [
              -104.03,
              36.85
            ],
            [
              -104.06,
              36.85
            ],
            [
              -104.08,
              36.86
            ],
            [
              -104.08,
              36.89
            ],
            [
              -104.1,
              36.91
            ],
            [
              -104.08,
              36.91
            ],
            [
              -104.06,
              36.92
            ],
            [
              -104.03,
              36.95
            ],
            [
              -104.04,
              36.97
            ],
            [
              -104.02,
              36.99
            ],
            [
              -104.02,
              37.0
            ],
            [
              -103.95,
              37.04
            ]
          ]
        ]
      },
      "raw_probability": 0.0552,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "6f6cc5fd96b5332cd04e9a429ac396ed8f9b900fe8219c4205ba98e26e7617ff",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0552,
        "probability": 0.000815,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000815,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e736d8f4b4310856dd9b7d872d2d9115c9107297b91b4e1e34fdba5b0475c27a",
        "signature": {
          "alg": "ed25519",
          "sig": "0911db4420a9fd703fe5ffa2bae7e04494c3791d07328806575994205e0e1c160d8855d03e6390c53b6ec754c2c402506737c0b25c06345af0c60f7cc4918503"
        }
      },
      "receipt_sha256": "e736d8f4b4310856dd9b7d872d2d9115c9107297b91b4e1e34fdba5b0475c27a"
    },
    {
      "storm_id": "222792",
      "lat": 27.1478,
      "lon": -76.9533,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3873.0,
      "ebshear": 18.0,
      "srh01": 36.0,
      "maxllaz": 0.0,
      "mesh": 0.13,
      "flash_rate": 27.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.8368
        },
        {
          "name": "alignment",
          "value": 3.5634
        },
        {
          "name": "tau",
          "value": 1.5403
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0519
      },
      "coherence_score": 1.5403038263320923,
      "coherence_diagnostics": {
        "tau": 1.5403038263320923,
        "grad_tau": 0.44511646032333374,
        "torsion": 0.0,
        "alignment": 3.563361883163452,
        "S_field": 0.43070662021636963,
        "Gamma_field": 0.5253714919090271,
        "S_over_Gamma": 0.8198134303092957,
        "Da": 32.27894592285156,
        "E_coh": 0.811769425868988,
        "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": [
          [
            [
              -76.98,
              27.18
            ],
            [
              -76.93,
              27.18
            ],
            [
              -76.9,
              27.15
            ],
            [
              -76.9,
              27.13
            ],
            [
              -76.92,
              27.1
            ],
            [
              -76.97,
              27.11
            ],
            [
              -77.0,
              27.14
            ],
            [
              -77.0,
              27.16
            ],
            [
              -76.98,
              27.18
            ]
          ]
        ]
      },
      "raw_probability": 0.0519,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "7f7e49b657f99149a29bffc015d3ed7edbbefa66d34f1096eacb6f4c32c2a2df",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0519,
        "probability": 0.000815,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000815,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "771e5495dd3e20e315c5770a90c839078f0a21050b5f02cdd7393817d8c8d10e",
        "signature": {
          "alg": "ed25519",
          "sig": "027d9da18ffb5f8a16f3c53ea7d115de05d0d6ebc8145fdb21ef863fcd040a4a94068911f2d9057aee7288b1f192b14f33e5fe21cf078f52d6383aa7556c2403"
        }
      },
      "receipt_sha256": "771e5495dd3e20e315c5770a90c839078f0a21050b5f02cdd7393817d8c8d10e"
    },
    {
      "storm_id": "222833",
      "lat": 45.885,
      "lon": -87.085,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 307.0,
      "ebshear": 11.0,
      "srh01": 47.0,
      "maxllaz": 0.002,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 47.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.9618
        },
        {
          "name": "alignment",
          "value": -1.8099
        },
        {
          "name": "tau",
          "value": 0.2605
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0497
      },
      "coherence_score": 0.2605234682559967,
      "coherence_diagnostics": {
        "tau": 0.2605234682559967,
        "grad_tau": 0.05526323243975639,
        "torsion": 0.0,
        "alignment": -1.8099414110183716,
        "S_field": 0.14535585045814514,
        "Gamma_field": 1.2903714179992676,
        "S_over_Gamma": 0.11264652013778687,
        "Da": 74.28839111328125,
        "E_coh": 0.12120205163955688,
        "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": [
          [
            [
              -87.09,
              45.92
            ],
            [
              -87.05,
              45.92
            ],
            [
              -87.04,
              45.91
            ],
            [
              -87.05,
              45.85
            ],
            [
              -87.06,
              45.84
            ],
            [
              -87.12,
              45.84
            ],
            [
              -87.12,
              45.87
            ],
            [
              -87.11,
              45.88
            ],
            [
              -87.12,
              45.9
            ],
            [
              -87.09,
              45.92
            ]
          ]
        ]
      },
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "7c5f97ef5cde80434630353350d8800c77ef81b8a4119c71a06652cec61091f2",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0497,
        "probability": 0.000815,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000815,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f75e12c5bedc8d822146317729ebb17cef946a2dd1db3b7fd209a78dc61b2af3",
        "signature": {
          "alg": "ed25519",
          "sig": "77b9192b07ce9eda49cfd5cd4a90b25e587bf50e80b710f2d40855ea5e9f9ef550609fa897e2eee4c0b1031410e24405a83d53f539eac955d6a1a31ada215401"
        }
      },
      "receipt_sha256": "f75e12c5bedc8d822146317729ebb17cef946a2dd1db3b7fd209a78dc61b2af3"
    },
    {
      "storm_id": "222771",
      "lat": 47.0397,
      "lon": -95.5149,
      "motion_east": -2.0,
      "motion_south": 3.9,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 261.0,
      "ebshear": 8.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 18.0868
        },
        {
          "name": "alignment",
          "value": 0.9508
        },
        {
          "name": "tau",
          "value": 0.3796
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0493
      },
      "coherence_score": 0.3796406090259552,
      "coherence_diagnostics": {
        "tau": 0.3796406090259552,
        "grad_tau": 0.07970257848501205,
        "torsion": 0.0,
        "alignment": 0.9508049488067627,
        "S_field": 0.06056305021047592,
        "Gamma_field": 0.16537150740623474,
        "S_over_Gamma": 0.3662241995334625,
        "Da": 9.459471702575684,
        "E_coh": 0.29219305515289307,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.58,
              47.17
            ],
            [
              -95.54,
              47.16
            ],
            [
              -95.51,
              47.13
            ],
            [
              -95.51,
              47.11
            ],
            [
              -95.48,
              47.07
            ],
            [
              -95.47,
              47.07
            ],
            [
              -95.44,
              47.11
            ],
            [
              -95.4,
              47.11
            ],
            [
              -95.39,
              47.12
            ],
            [
              -95.36,
              47.12
            ],
            [
              -95.35,
              47.11
            ],
            [
              -95.32,
              47.12
            ],
            [
              -95.31,
              47.1
            ],
            [
              -95.31,
              47.07
            ],
            [
              -95.37,
              47.02
            ],
            [
              -95.4,
              47.02
            ],
            [
              -95.44,
              47.05
            ],
            [
              -95.48,
              47.06
            ],
            [
              -95.49,
              47.05
            ],
            [
              -95.49,
              47.02
            ],
            [
              -95.56,
              46.97
            ],
            [
              -95.56,
              46.95
            ],
            [
              -95.58,
              46.93
            ],
            [
              -95.59,
              46.89
            ],
            [
              -95.61,
              46.87
            ],
            [
              -95.64,
              46.87
            ],
            [
              -95.66,
              46.86
            ],
            [
              -95.67,
              46.87
            ],
            [
              -95.67,
              46.95
            ],
            [
              -95.64,
              46.97
            ],
            [
              -95.62,
              46.97
            ],
            [
              -95.6,
              46.99
            ],
            [
              -95.61,
              47.01
            ],
            [
              -95.61,
              47.12
            ],
            [
              -95.6,
              47.14
            ],
            [
              -95.61,
              47.15
            ],
            [
              -95.58,
              47.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0493,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "2bfbeaa6d6cc59301ac1d37ea8f2a12763822e20cf9c7241e5382122649ad4b4",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0493,
        "probability": 0.000815,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000815,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a312c0dd42950ca9f09199603d9164a32e6649d3b1e12b49092d946fae38c6f6",
        "signature": {
          "alg": "ed25519",
          "sig": "c2d9649e52c4c783c367b9614ab8f97f2b7e5672abeaf934a7350718c4ac243968fda45fcaf83debcc73d52511a00d5132874ad3157d3c44fa9feec13e7b4105"
        }
      },
      "receipt_sha256": "a312c0dd42950ca9f09199603d9164a32e6649d3b1e12b49092d946fae38c6f6"
    },
    {
      "storm_id": "222836",
      "lat": 45.44,
      "lon": -96.51,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 374.0,
      "ebshear": 17.0,
      "srh01": 49.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.5868
        },
        {
          "name": "alignment",
          "value": 3.1162
        },
        {
          "name": "tau",
          "value": 0.5265
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.049
      },
      "coherence_score": 0.5265491008758545,
      "coherence_diagnostics": {
        "tau": 0.5265491008758545,
        "grad_tau": 0.06757192313671112,
        "torsion": 0.0,
        "alignment": 3.116204023361206,
        "S_field": 0.04152204841375351,
        "Gamma_field": 0.18870483338832855,
        "S_over_Gamma": 0.22003701329231262,
        "Da": 10.4713716506958,
        "E_coh": 0.24686679244041443,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.51,
              45.48
            ],
            [
              -96.48,
              45.48
            ],
            [
              -96.46,
              45.46
            ],
            [
              -96.47,
              45.4
            ],
            [
              -96.49,
              45.39
            ],
            [
              -96.53,
              45.39
            ],
            [
              -96.55,
              45.41
            ],
            [
              -96.54,
              45.43
            ],
            [
              -96.54,
              45.46
            ],
            [
              -96.53,
              45.46
            ],
            [
              -96.51,
              45.48
            ]
          ]
        ]
      },
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "c3e5e0b30fc23a4e9b6112568ec8ec036205eabe452a97900ea32b9f3f04718a",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.049,
        "probability": 0.000815,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000815,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b832b2e90cd74afc6263a65e8c2b2cf9694209a095f3c76d34a32ce7d577ffbd",
        "signature": {
          "alg": "ed25519",
          "sig": "4a69046dd8faba75db8bab9e5a54ce84b1e6244b4a3b55cff608430922bc7165d275f845203d5dc4a36ec18a36566a0f9eccd266a68ff26bb117431c4903bc0d"
        }
      },
      "receipt_sha256": "b832b2e90cd74afc6263a65e8c2b2cf9694209a095f3c76d34a32ce7d577ffbd"
    },
    {
      "storm_id": "222596",
      "lat": 37.2342,
      "lon": -104.8179,
      "motion_east": 6.7,
      "motion_south": 5.4,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 357.0,
      "ebshear": 9.0,
      "srh01": 0.0,
      "maxllaz": 0.004,
      "mesh": 0.52,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.3368
        },
        {
          "name": "alignment",
          "value": 2.354
        },
        {
          "name": "tau",
          "value": 0.3606
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0488
      },
      "coherence_score": 0.3605956733226776,
      "coherence_diagnostics": {
        "tau": 0.3605956733226776,
        "grad_tau": 0.05468222126364708,
        "torsion": 0.0,
        "alignment": 2.3540050983428955,
        "S_field": 0.13331308960914612,
        "Gamma_field": 0.3687048554420471,
        "S_over_Gamma": 0.3615712821483612,
        "Da": 21.994184494018555,
        "E_coh": 0.35133272409439087,
        "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": [
          [
            [
              -104.75,
              37.33
            ],
            [
              -104.72,
              37.33
            ],
            [
              -104.71,
              37.32
            ],
            [
              -104.72,
              37.3
            ],
            [
              -104.72,
              37.27
            ],
            [
              -104.73,
              37.26
            ],
            [
              -104.77,
              37.26
            ],
            [
              -104.8,
              37.24
            ],
            [
              -104.79,
              37.23
            ],
            [
              -104.79,
              37.2
            ],
            [
              -104.81,
              37.16
            ],
            [
              -104.83,
              37.14
            ],
            [
              -104.89,
              37.14
            ],
            [
              -104.9,
              37.13
            ],
            [
              -104.92,
              37.13
            ],
            [
              -104.96,
              37.15
            ],
            [
              -104.96,
              37.17
            ],
            [
              -104.95,
              37.18
            ],
            [
              -104.96,
              37.19
            ],
            [
              -104.88,
              37.27
            ],
            [
              -104.8,
              37.27
            ],
            [
              -104.76,
              37.3
            ],
            [
              -104.76,
              37.32
            ],
            [
              -104.75,
              37.33
            ]
          ]
        ]
      },
      "raw_probability": 0.0488,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "5f3eae09c899d9dfbdc31362943b754d0e9d07f9aaf452eb38d22704d5cbe80a",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0488,
        "probability": 0.000815,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000815,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6fdb67b7bbadddf89d40bc8a9881f42f43fcaf0c759486f781980b88f7520da8",
        "signature": {
          "alg": "ed25519",
          "sig": "31145a53da088a73586b58f75966e5e02e1a6f68637daffc46cc74741534407a1b43217a89854df1a20853cc58c75b621a5bb6260f675ad06e28d90ecb9edb0e"
        }
      },
      "receipt_sha256": "6fdb67b7bbadddf89d40bc8a9881f42f43fcaf0c759486f781980b88f7520da8"
    },
    {
      "storm_id": "222832",
      "lat": 26.1826,
      "lon": -82.1026,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3257.0,
      "ebshear": 10.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.7118
        },
        {
          "name": "alignment",
          "value": 0.6932
        },
        {
          "name": "tau",
          "value": 1.1943
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0479
      },
      "coherence_score": 1.1943072080612183,
      "coherence_diagnostics": {
        "tau": 1.1943072080612183,
        "grad_tau": 0.895775318145752,
        "torsion": 0.0,
        "alignment": 0.6932373642921448,
        "S_field": 0.9213753342628479,
        "Gamma_field": 0.21953816711902618,
        "S_over_Gamma": 4.196879863739014,
        "Da": 14.024055480957031,
        "E_coh": 0.9854554533958435,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.08,
              26.22
            ],
            [
              -82.07,
              26.22
            ],
            [
              -82.07,
              26.21
            ],
            [
              -82.08,
              26.2
            ],
            [
              -82.08,
              26.19
            ],
            [
              -82.07,
              26.18
            ],
            [
              -82.06,
              26.18
            ],
            [
              -82.07,
              26.17
            ],
            [
              -82.07,
              26.16
            ],
            [
              -82.08,
              26.15
            ],
            [
              -82.09,
              26.15
            ],
            [
              -82.1,
              26.15
            ],
            [
              -82.11,
              26.15
            ],
            [
              -82.12,
              26.14
            ],
            [
              -82.13,
              26.15
            ],
            [
              -82.14,
              26.15
            ],
            [
              -82.14,
              26.16
            ],
            [
              -82.14,
              26.17
            ],
            [
              -82.14,
              26.18
            ],
            [
              -82.14,
              26.19
            ],
            [
              -82.13,
              26.2
            ],
            [
              -82.14,
              26.21
            ],
            [
              -82.13,
              26.21
            ],
            [
              -82.13,
              26.2
            ],
            [
              -82.12,
              26.19
            ],
            [
              -82.11,
              26.18
            ],
            [
              -82.1,
              26.18
            ],
            [
              -82.09,
              26.19
            ],
            [
              -82.08,
              26.2
            ],
            [
              -82.09,
              26.21
            ],
            [
              -82.08,
              26.22
            ]
          ]
        ]
      },
      "raw_probability": 0.0479,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "b8eca5d2497b6797fd56e67a1dcdd96f4ec8fcf4ac661975d5e9039f0b1b947e",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0479,
        "probability": 0.000815,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000815,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "53ac112bf39dd4710d82ff3f015e1217c20287f2051c5bda3f4d63a4a3c223e3",
        "signature": {
          "alg": "ed25519",
          "sig": "3f77bbdb06fefea4969ede0f3e35eb6a84b5eb3c73f7f05a5de7f6de867e61e88e1c4c0b1ef359884ce7f5cb5243c65cf305ef0e92e1c136cf37fa888e8fc10a"
        }
      },
      "receipt_sha256": "53ac112bf39dd4710d82ff3f015e1217c20287f2051c5bda3f4d63a4a3c223e3"
    },
    {
      "storm_id": "222425",
      "lat": 29.9317,
      "lon": -85.6767,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3902.0,
      "ebshear": 18.0,
      "srh01": 24.0,
      "maxllaz": 0.004,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.8368
        },
        {
          "name": "alignment",
          "value": 0.5816
        },
        {
          "name": "tau",
          "value": 2.2791
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0473
      },
      "coherence_score": 2.2790989875793457,
      "coherence_diagnostics": {
        "tau": 2.2790989875793457,
        "grad_tau": 0.285106360912323,
        "torsion": 0.0,
        "alignment": 0.5816388726234436,
        "S_field": 1.1469061374664307,
        "Gamma_field": 0.20537149906158447,
        "S_over_Gamma": 5.584543704986572,
        "Da": 12.776567459106445,
        "E_coh": 0.918048620223999,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.67,
              29.97
            ],
            [
              -85.66,
              29.96
            ],
            [
              -85.61,
              29.95
            ],
            [
              -85.6,
              29.94
            ],
            [
              -85.6,
              29.9
            ],
            [
              -85.65,
              29.87
            ],
            [
              -85.74,
              29.88
            ],
            [
              -85.75,
              29.89
            ],
            [
              -85.75,
              29.94
            ],
            [
              -85.74,
              29.95
            ],
            [
              -85.68,
              29.96
            ],
            [
              -85.67,
              29.97
            ]
          ]
        ]
      },
      "raw_probability": 0.0473,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "86538dfe073952bac335c19e6cc9b56b596c0ec753a3295aec32a018b193af0b",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0473,
        "probability": 0.000815,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000815,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8f747c12176bbb6dcae1630ecd5a18ea14546d2c77bf0e40960c9b2ccae7a929",
        "signature": {
          "alg": "ed25519",
          "sig": "80647e593f85c6937a024b0e2f71da84089cb3fa6baae4d06ed3a905ea000c9a30ab71bff354fd69e7b611b57fa9af0bf11521ca3f398873f0bda23a8e35f106"
        }
      },
      "receipt_sha256": "8f747c12176bbb6dcae1630ecd5a18ea14546d2c77bf0e40960c9b2ccae7a929"
    },
    {
      "storm_id": "221602",
      "lat": 29.6267,
      "lon": -87.96,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3261.0,
      "ebshear": 19.0,
      "srh01": 26.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.8368
        },
        {
          "name": "alignment",
          "value": 2.4639
        },
        {
          "name": "tau",
          "value": 1.8305
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0457
      },
      "coherence_score": 1.830458402633667,
      "coherence_diagnostics": {
        "tau": 1.830458402633667,
        "grad_tau": 0.39618831872940063,
        "torsion": 0.0,
        "alignment": 2.463862895965576,
        "S_field": 0.8250569105148315,
        "Gamma_field": 0.29953819513320923,
        "S_over_Gamma": 2.754429817199707,
        "Da": 18.43557357788086,
        "E_coh": 0.8869083523750305,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.99,
              29.67
            ],
            [
              -87.95,
              29.66
            ],
            [
              -87.92,
              29.64
            ],
            [
              -87.91,
              29.62
            ],
            [
              -87.92,
              29.57
            ],
            [
              -87.96,
              29.56
            ],
            [
              -88.0,
              29.6
            ],
            [
              -88.0,
              29.65
            ],
            [
              -87.99,
              29.67
            ]
          ]
        ]
      },
      "raw_probability": 0.0457,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "100b5b7514dbd79afe2c28024170ff4c4647fb3ba33014593fbf93d9b6abdd67",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0457,
        "probability": 0.000815,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000815,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0a41faeb97e04431bfb4a1c7afbbe302129b345995a29619dff087b5fb1eff45",
        "signature": {
          "alg": "ed25519",
          "sig": "a43edb0f8aa0a31ef5c651af90cf422bbbd4422b92901c2bf889803bdef751603e7e704875b69a3250dee017332808f84db88ec2350b9511b6d3d6e492589004"
        }
      },
      "receipt_sha256": "0a41faeb97e04431bfb4a1c7afbbe302129b345995a29619dff087b5fb1eff45"
    },
    {
      "storm_id": "222755",
      "lat": 45.6881,
      "lon": -92.9688,
      "motion_east": 3.4,
      "motion_south": -6.0,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 307.0,
      "ebshear": 21.0,
      "srh01": 19.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.5868
        },
        {
          "name": "alignment",
          "value": -1.0854
        },
        {
          "name": "tau",
          "value": 0.4798
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0438
      },
      "coherence_score": 0.47984635829925537,
      "coherence_diagnostics": {
        "tau": 0.47984635829925537,
        "grad_tau": 0.08916016668081284,
        "torsion": 0.0,
        "alignment": -1.085448980331421,
        "S_field": 0.15468493103981018,
        "Gamma_field": 0.2312048375606537,
        "S_over_Gamma": 0.6690384745597839,
        "Da": 14.643915176391602,
        "E_coh": 0.7194080948829651,
        "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": [
          [
            [
              -93.1,
              45.74
            ],
            [
              -92.83,
              45.74
            ],
            [
              -92.79,
              45.72
            ],
            [
              -92.79,
              45.67
            ],
            [
              -92.86,
              45.67
            ],
            [
              -92.87,
              45.66
            ],
            [
              -92.94,
              45.66
            ],
            [
              -92.95,
              45.67
            ],
            [
              -92.97,
              45.67
            ],
            [
              -92.98,
              45.66
            ],
            [
              -93.0,
              45.66
            ],
            [
              -93.01,
              45.67
            ],
            [
              -93.09,
              45.67
            ],
            [
              -93.11,
              45.68
            ],
            [
              -93.11,
              45.73
            ],
            [
              -93.1,
              45.74
            ]
          ]
        ]
      },
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "f374a19b7e5558d73dd7cd803697f38571a41d044e4bd5b71dfb2c0d736dea4b",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0438,
        "probability": 0.000815,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000815,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b632508469fa74a4a8316aa0f5ba0ea487470eacd2f49071df432d0047ae18fe",
        "signature": {
          "alg": "ed25519",
          "sig": "cdeb1a3df22e17f9cf82ee74adc5bdedee50d379482c65fa54a5e085ebfc3b673070593c16a3cd58cd79d7fcfd4933c2f23f8556c956b136e214bbb431ada10b"
        }
      },
      "receipt_sha256": "b632508469fa74a4a8316aa0f5ba0ea487470eacd2f49071df432d0047ae18fe"
    },
    {
      "storm_id": "222644",
      "lat": 33.3414,
      "lon": -73.4286,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2129.0,
      "ebshear": 13.0,
      "srh01": 22.0,
      "maxllaz": 0.0,
      "mesh": 0.18,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.3368
        },
        {
          "name": "alignment",
          "value": 0.66
        },
        {
          "name": "tau",
          "value": 1.996
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0413
      },
      "coherence_score": 1.9960017204284668,
      "coherence_diagnostics": {
        "tau": 1.9960017204284668,
        "grad_tau": 0.617334246635437,
        "torsion": 0.0,
        "alignment": 0.660008430480957,
        "S_field": 0.20949241518974304,
        "Gamma_field": 0.5103715062141418,
        "S_over_Gamma": 0.4104704260826111,
        "Da": 30.914093017578125,
        "E_coh": 0.8623337745666504,
        "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": [
          [
            [
              -73.45,
              33.37
            ],
            [
              -73.4,
              33.36
            ],
            [
              -73.38,
              33.33
            ],
            [
              -73.39,
              33.31
            ],
            [
              -73.46,
              33.31
            ],
            [
              -73.47,
              33.34
            ],
            [
              -73.45,
              33.37
            ]
          ]
        ]
      },
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "8e12f5451fc98218ac233f0d0297aaca6ffd655ef3eb55816ffab4f8efb32e13",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0413,
        "probability": 0.000815,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000815,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f536ef7c80a9ec46c45a09ba285b5a1a23d48d23bce46140d7850f93fe5ffb99",
        "signature": {
          "alg": "ed25519",
          "sig": "edf46c0d11e2279b8c5e94a2680f29fb1e176f4dc7efc5f92c01080027b10e982467d3e0cb3070e964b77ba7abb02cb6bf37dbac1570210752c254135c82450f"
        }
      },
      "receipt_sha256": "f536ef7c80a9ec46c45a09ba285b5a1a23d48d23bce46140d7850f93fe5ffb99"
    },
    {
      "storm_id": "222386",
      "lat": 45.6,
      "lon": -96.1392,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 449.0,
      "ebshear": 21.0,
      "srh01": 11.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.5868
        },
        {
          "name": "alignment",
          "value": 3.1162
        },
        {
          "name": "tau",
          "value": 0.5265
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0407
      },
      "coherence_score": 0.5265491008758545,
      "coherence_diagnostics": {
        "tau": 0.5265491008758545,
        "grad_tau": 0.06757192313671112,
        "torsion": 0.0,
        "alignment": 3.116204023361206,
        "S_field": 0.04152204841375351,
        "Gamma_field": 0.18870483338832855,
        "S_over_Gamma": 0.22003701329231262,
        "Da": 10.4713716506958,
        "E_coh": 0.24686679244041443,
        "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": [
          [
            [
              -96.13,
              45.64
            ],
            [
              -96.11,
              45.64
            ],
            [
              -96.09,
              45.62
            ],
            [
              -96.09,
              45.59
            ],
            [
              -96.11,
              45.57
            ],
            [
              -96.14,
              45.57
            ],
            [
              -96.15,
              45.56
            ],
            [
              -96.17,
              45.57
            ],
            [
              -96.19,
              45.56
            ],
            [
              -96.19,
              45.62
            ],
            [
              -96.17,
              45.62
            ],
            [
              -96.13,
              45.64
            ]
          ]
        ]
      },
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "8a2033752a29dbf7fbc19f078ed57aca119facec4717b98bb8fcef615943a56c",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0407,
        "probability": 0.000815,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000815,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8da0cf438ecf5aa04273c7b7f16c3a97290d9bede122014bbc1f026993bc3c09",
        "signature": {
          "alg": "ed25519",
          "sig": "b9d6c9a7ddd4e44d18021b37c12e41de2b418b89ef4a0c622bbf2ea44de0b995c8c437444c896eae2f244481cc12e4b492dae4cdb67313bf2228a14d630a5908"
        }
      },
      "receipt_sha256": "8da0cf438ecf5aa04273c7b7f16c3a97290d9bede122014bbc1f026993bc3c09"
    },
    {
      "storm_id": "222447",
      "lat": 32.9875,
      "lon": -74.5025,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1879.0,
      "ebshear": 16.0,
      "srh01": 14.0,
      "maxllaz": 0.001,
      "mesh": 0.87,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.4618
        },
        {
          "name": "alignment",
          "value": 1.4402
        },
        {
          "name": "tau",
          "value": 2.0258
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0403
      },
      "coherence_score": 2.025846481323242,
      "coherence_diagnostics": {
        "tau": 2.025846481323242,
        "grad_tau": 0.5267634391784668,
        "torsion": 0.0,
        "alignment": 1.4402073621749878,
        "S_field": 1.0248258113861084,
        "Gamma_field": 0.2853715121746063,
        "S_over_Gamma": 3.591198682785034,
        "Da": 18.05567169189453,
        "E_coh": 0.9661197662353516,
        "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": [
          [
            [
              -74.54,
              33.02
            ],
            [
              -74.5,
              33.02
            ],
            [
              -74.49,
              33.01
            ],
            [
              -74.47,
              33.01
            ],
            [
              -74.46,
              33.0
            ],
            [
              -74.46,
              32.98
            ],
            [
              -74.48,
              32.98
            ],
            [
              -74.51,
              32.95
            ],
            [
              -74.51,
              32.94
            ],
            [
              -74.52,
              32.94
            ],
            [
              -74.55,
              32.98
            ],
            [
              -74.54,
              33.02
            ]
          ]
        ]
      },
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "3f6c6421802caa37b51a89fc8e4f381070d4e96371f6f1ede16966eb4dac18fd",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0403,
        "probability": 0.000815,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000815,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3cd7f9cd32a2d0a120b9b246aac3a7ae5328c2c0bdb740578ae66e39dadaf411",
        "signature": {
          "alg": "ed25519",
          "sig": "98716d6794fdc4210a3fb913f6ab3489fab80e3dbca4913143f315fa743b19611ff201de330157c8f4050cb346bd8444a15ad2db9e11e3a23f578e206e10f505"
        }
      },
      "receipt_sha256": "3cd7f9cd32a2d0a120b9b246aac3a7ae5328c2c0bdb740578ae66e39dadaf411"
    },
    {
      "storm_id": "222303",
      "lat": 33.5918,
      "lon": -73.5709,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1972.0,
      "ebshear": 18.0,
      "srh01": 10.0,
      "maxllaz": 0.0,
      "mesh": 0.31,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.3368
        },
        {
          "name": "alignment",
          "value": 0.66
        },
        {
          "name": "tau",
          "value": 1.996
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0398
      },
      "coherence_score": 1.9960017204284668,
      "coherence_diagnostics": {
        "tau": 1.9960017204284668,
        "grad_tau": 0.617334246635437,
        "torsion": 0.0,
        "alignment": 0.660008430480957,
        "S_field": 0.20949241518974304,
        "Gamma_field": 0.5103715062141418,
        "S_over_Gamma": 0.4104704260826111,
        "Da": 30.914093017578125,
        "E_coh": 0.8623337745666504,
        "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": [
          [
            [
              -73.6,
              33.63
            ],
            [
              -73.56,
              33.63
            ],
            [
              -73.54,
              33.61
            ],
            [
              -73.54,
              33.58
            ],
            [
              -73.53,
              33.57
            ],
            [
              -73.54,
              33.55
            ],
            [
              -73.56,
              33.55
            ],
            [
              -73.59,
              33.57
            ],
            [
              -73.61,
              33.57
            ],
            [
              -73.61,
              33.62
            ],
            [
              -73.6,
              33.63
            ]
          ]
        ]
      },
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "8c709b91d0df7260e67ffb60c05c7335a01751048ce85f4f00bc00c05b8ab012",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0398,
        "probability": 0.000815,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000815,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "949dd4df2170aeb51604de205553b4796dd40e723d4102daa5b5c031c1c2e8ac",
        "signature": {
          "alg": "ed25519",
          "sig": "5fc38e2c299bce7946cdf15358dc0fd6f19a3122bfd34516da321e11781576d53aab68bb3e17988e2d47d5b491308032cce268226929c2b1cb9f35645f3e1005"
        }
      },
      "receipt_sha256": "949dd4df2170aeb51604de205553b4796dd40e723d4102daa5b5c031c1c2e8ac"
    },
    {
      "storm_id": "222489",
      "lat": 33.0654,
      "lon": -74.9254,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260731_103041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1412.0,
      "ebshear": 20.0,
      "srh01": 5.0,
      "maxllaz": 0.001,
      "mesh": 0.5,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.4618
        },
        {
          "name": "alignment",
          "value": 1.4402
        },
        {
          "name": "tau",
          "value": 2.0258
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0377
      },
      "coherence_score": 2.025846481323242,
      "coherence_diagnostics": {
        "tau": 2.025846481323242,
        "grad_tau": 0.5267634391784668,
        "torsion": 0.0,
        "alignment": 1.4402073621749878,
        "S_field": 1.0248258113861084,
        "Gamma_field": 0.2853715121746063,
        "S_over_Gamma": 3.591198682785034,
        "Da": 18.05567169189453,
        "E_coh": 0.9661197662353516,
        "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": [
          [
            [
              -74.96,
              33.11
            ],
            [
              -74.93,
              33.11
            ],
            [
              -74.91,
              33.09
            ],
            [
              -74.88,
              33.08
            ],
            [
              -74.87,
              33.06
            ],
            [
              -74.87,
              33.02
            ],
            [
              -74.89,
              33.0
            ],
            [
              -74.92,
              33.0
            ],
            [
              -74.95,
              33.03
            ],
            [
              -74.96,
              33.05
            ],
            [
              -74.96,
              33.09
            ],
            [
              -74.97,
              33.1
            ],
            [
              -74.96,
              33.11
            ]
          ]
        ]
      },
      "raw_probability": 0.0377,
      "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": "d2eee61b32c6284f46a484f0e559c79abf656d37c28320f47970cc459e635728",
        "input_sha256": "23613056c3f7757920d49dd1da83b412f4f4c3b36b23a0b25355c7077f55e964",
        "issued_at": "2026-07-31T10:34:39Z",
        "raw_probability": 0.0377,
        "probability": 0.000815,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.000815,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3f1988758604b702b2aaf7aa7b7d29cd0910ea987a056ab9b00ee6936fee6944",
        "signature": {
          "alg": "ed25519",
          "sig": "f9b525fbfb24bb289baddf4e68fa74d5fff5a941547b9ee8059698cc71c4b8c6f21954de9e530c4da47d06d279a332ced71f219e89a574f7200853df64297700"
        }
      },
      "receipt_sha256": "3f1988758604b702b2aaf7aa7b7d29cd0910ea987a056ab9b00ee6936fee6944"
    }
  ]
}