{
  "forecast_id": "to_fcst_20260731_1600",
  "hazard": "tornado",
  "issued_at": "2026-07-31T16:00:24Z",
  "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": 78,
  "top_probability": 0.0191,
  "source_artifacts": [
    "/data/live-tornadoes.json",
    "/data/tornado-storms.geojson"
  ],
  "storms": [
    {
      "storm_id": "225492",
      "lat": 36.77,
      "lon": -91.3926,
      "motion_east": 9.2,
      "motion_south": 0.9,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0191,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 891.0,
      "ebshear": 15.0,
      "srh01": 115.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 115.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.3304
        },
        {
          "name": "alignment",
          "value": 8.0908
        },
        {
          "name": "tau",
          "value": 1.0632
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7056
      },
      "coherence_score": 1.063171625137329,
      "coherence_diagnostics": {
        "tau": 1.063171625137329,
        "grad_tau": 0.18339914083480835,
        "torsion": 0.0,
        "alignment": 8.09077262878418,
        "S_field": 1.1028109788894653,
        "Gamma_field": 0.3373970687389374,
        "S_over_Gamma": 3.268584966659546,
        "Da": 21.12399673461914,
        "E_coh": 0.6039249300956726,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.33,
              36.85
            ],
            [
              -91.28,
              36.85
            ],
            [
              -91.27,
              36.84
            ],
            [
              -91.27,
              36.8
            ],
            [
              -91.29,
              36.78
            ],
            [
              -91.37,
              36.74
            ],
            [
              -91.38,
              36.72
            ],
            [
              -91.39,
              36.72
            ],
            [
              -91.45,
              36.67
            ],
            [
              -91.5,
              36.67
            ],
            [
              -91.51,
              36.68
            ],
            [
              -91.51,
              36.72
            ],
            [
              -91.49,
              36.74
            ],
            [
              -91.49,
              36.75
            ],
            [
              -91.44,
              36.8
            ],
            [
              -91.42,
              36.81
            ],
            [
              -91.39,
              36.81
            ],
            [
              -91.35,
              36.83
            ],
            [
              -91.33,
              36.85
            ]
          ]
        ]
      },
      "raw_probability": 0.7056,
      "confidence_lo": 0.0187,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "8560853bec9a7279c38addad48f908d8afb641f8aa42019904209324e5052447",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.7056,
        "probability": 0.01912,
        "confidence_lo": 0.018651,
        "confidence_hi": 0.01913,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b09ea1b5237d2d576561bc5250c2da04ca1e1dc7d0ffa6e1b8fd371a3c18e238",
        "signature": {
          "alg": "ed25519",
          "sig": "70888528010e5d3645f6fa9c7f973fa32953f2289f0a4e6b372a275f995b43aa9aec59f762f1501fa520328514a87a6f3efab6d7809ad23a6cf9577f1e296306"
        }
      },
      "receipt_sha256": "b09ea1b5237d2d576561bc5250c2da04ca1e1dc7d0ffa6e1b8fd371a3c18e238"
    },
    {
      "storm_id": "225521",
      "lat": 41.5936,
      "lon": -90.2127,
      "motion_east": 7.5,
      "motion_south": -7.0,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 205.0,
      "ebshear": 14.0,
      "srh01": 130.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 130.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.0804
        },
        {
          "name": "alignment",
          "value": -10.5535
        },
        {
          "name": "tau",
          "value": 1.1052
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5482
      },
      "coherence_score": 1.1051583290100098,
      "coherence_diagnostics": {
        "tau": 1.1051583290100098,
        "grad_tau": 0.05797802284359932,
        "torsion": 0.0,
        "alignment": -10.553520202636719,
        "S_field": 0.43641066551208496,
        "Gamma_field": 0.15073038637638092,
        "S_over_Gamma": 2.8953065872192383,
        "Da": 10.146552085876465,
        "E_coh": 0.5700761079788208,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.24,
              41.64
            ],
            [
              -90.19,
              41.64
            ],
            [
              -90.17,
              41.62
            ],
            [
              -90.17,
              41.57
            ],
            [
              -90.18,
              41.56
            ],
            [
              -90.2,
              41.55
            ],
            [
              -90.21,
              41.56
            ],
            [
              -90.22,
              41.55
            ],
            [
              -90.26,
              41.58
            ],
            [
              -90.26,
              41.62
            ],
            [
              -90.24,
              41.64
            ]
          ]
        ]
      },
      "raw_probability": 0.5482,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "8123692c13e856ade68eecaf831b55bd2048d5d6b19092b6cb7b73d683b5b139",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.5482,
        "probability": 0.006725,
        "confidence_lo": 0.006619,
        "confidence_hi": 0.006726,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f9b69684f9a77bc6accc17c896f49fb57793e3c5450078468e0d34c6d9522ef0",
        "signature": {
          "alg": "ed25519",
          "sig": "c88f2d7581271dcc476f00b74785a4ecf013aa10576a60447c1143094eae7840ffd1670120f9dac17b5774bfef29bbd1eb810b9a93a0cc7bffc882fbc2eba00f"
        }
      },
      "receipt_sha256": "f9b69684f9a77bc6accc17c896f49fb57793e3c5450078468e0d34c6d9522ef0"
    },
    {
      "storm_id": "225432",
      "lat": 37.9047,
      "lon": -90.8085,
      "motion_east": 8.5,
      "motion_south": 0.0,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 474.0,
      "ebshear": 12.0,
      "srh01": 137.0,
      "maxllaz": 0.003,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 137.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.9554
        },
        {
          "name": "alignment",
          "value": -5.0461
        },
        {
          "name": "tau",
          "value": 0.7293
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.532
      },
      "coherence_score": 0.7292889356613159,
      "coherence_diagnostics": {
        "tau": 0.7292889356613159,
        "grad_tau": 0.2450605034828186,
        "torsion": 0.0,
        "alignment": -5.046073913574219,
        "S_field": 0.3728390336036682,
        "Gamma_field": 1.0273970365524292,
        "S_over_Gamma": 0.36289674043655396,
        "Da": 62.74528121948242,
        "E_coh": 0.19912630319595337,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.9,
              38.03
            ],
            [
              -90.88,
              38.02
            ],
            [
              -90.85,
              38.02
            ],
            [
              -90.82,
              38.0
            ],
            [
              -90.81,
              38.0
            ],
            [
              -90.78,
              38.03
            ],
            [
              -90.74,
              38.03
            ],
            [
              -90.73,
              37.99
            ],
            [
              -90.71,
              37.97
            ],
            [
              -90.67,
              37.96
            ],
            [
              -90.67,
              37.94
            ],
            [
              -90.65,
              37.93
            ],
            [
              -90.61,
              37.88
            ],
            [
              -90.61,
              37.86
            ],
            [
              -90.6,
              37.85
            ],
            [
              -90.61,
              37.82
            ],
            [
              -90.64,
              37.8
            ],
            [
              -90.68,
              37.8
            ],
            [
              -90.7,
              37.81
            ],
            [
              -90.7,
              37.82
            ],
            [
              -90.74,
              37.86
            ],
            [
              -90.75,
              37.88
            ],
            [
              -90.76,
              37.87
            ],
            [
              -90.83,
              37.87
            ],
            [
              -90.84,
              37.88
            ],
            [
              -90.87,
              37.88
            ],
            [
              -90.88,
              37.89
            ],
            [
              -90.89,
              37.89
            ],
            [
              -90.92,
              37.86
            ],
            [
              -90.92,
              37.84
            ],
            [
              -90.91,
              37.83
            ],
            [
              -90.94,
              37.81
            ],
            [
              -90.95,
              37.82
            ],
            [
              -90.99,
              37.82
            ],
            [
              -91.01,
              37.83
            ],
            [
              -91.02,
              37.87
            ],
            [
              -90.96,
              37.94
            ],
            [
              -90.96,
              37.96
            ],
            [
              -90.94,
              38.0
            ],
            [
              -90.9,
              38.03
            ]
          ]
        ]
      },
      "raw_probability": 0.532,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "d88cd0662fbda4f6fe94e52c1a3ecf23c0a08a29956d3e70473315c323643feb",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.532,
        "probability": 0.006725,
        "confidence_lo": 0.006619,
        "confidence_hi": 0.006726,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "77d6a1d8f1ac91df0275b01c211caab8a02e70323e9495913e09579be7e346c9",
        "signature": {
          "alg": "ed25519",
          "sig": "f468269e026a77689242b25ad963c6ca2b815bb6b995fbc7d60cbadc70eea6ef3f78e001e6fed2f4034da52820224e346b38822cbc25f26e7e04d871c529a70a"
        }
      },
      "receipt_sha256": "77d6a1d8f1ac91df0275b01c211caab8a02e70323e9495913e09579be7e346c9"
    },
    {
      "storm_id": "225396",
      "lat": 41.28,
      "lon": -89.76,
      "motion_east": 6.8,
      "motion_south": -8.0,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 160.0,
      "ebshear": 13.0,
      "srh01": 105.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 105.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.8304
        },
        {
          "name": "alignment",
          "value": 7.6849
        },
        {
          "name": "tau",
          "value": 1.0814
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5242
      },
      "coherence_score": 1.0814265012741089,
      "coherence_diagnostics": {
        "tau": 1.0814265012741089,
        "grad_tau": 0.060041800141334534,
        "torsion": 0.0,
        "alignment": 7.684872627258301,
        "S_field": 0.34951838850975037,
        "Gamma_field": 0.1548970490694046,
        "S_over_Gamma": 2.256456136703491,
        "Da": 10.275552749633789,
        "E_coh": 0.6493682265281677,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.85,
              41.38
            ],
            [
              -89.78,
              41.38
            ],
            [
              -89.77,
              41.36
            ],
            [
              -89.71,
              41.3
            ],
            [
              -89.67,
              41.29
            ],
            [
              -89.65,
              41.27
            ],
            [
              -89.64,
              41.27
            ],
            [
              -89.61,
              41.23
            ],
            [
              -89.62,
              41.19
            ],
            [
              -89.65,
              41.17
            ],
            [
              -89.68,
              41.17
            ],
            [
              -89.76,
              41.21
            ],
            [
              -89.81,
              41.21
            ],
            [
              -89.83,
              41.22
            ],
            [
              -89.88,
              41.28
            ],
            [
              -89.89,
              41.32
            ],
            [
              -89.9,
              41.33
            ],
            [
              -89.89,
              41.36
            ],
            [
              -89.85,
              41.38
            ]
          ]
        ]
      },
      "raw_probability": 0.5242,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "f4682b900d1f0945315c42b49544a4c0536a4b9b2c505fc43cfaaf4ed7b89653",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.5242,
        "probability": 0.006725,
        "confidence_lo": 0.006619,
        "confidence_hi": 0.006726,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3c555d15b1879c0426e2a0b4e10e4fb15956797c3f31b8157206fc04c6034e56",
        "signature": {
          "alg": "ed25519",
          "sig": "01d821d59b8b92bd37d7178a81592899ce9b24977f9ec2a514df6dd96a51a12b58ab01c4f4428d6d7148b8a42254b0c7ac78ce33c021cd52db2d6466b52ec201"
        }
      },
      "receipt_sha256": "3c555d15b1879c0426e2a0b4e10e4fb15956797c3f31b8157206fc04c6034e56"
    },
    {
      "storm_id": "225520",
      "lat": 41.8833,
      "lon": -90.87,
      "motion_east": 7.5,
      "motion_south": -7.0,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 784.0,
      "ebshear": 31.0,
      "srh01": 193.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 193.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.8304
        },
        {
          "name": "alignment",
          "value": 2.7839
        },
        {
          "name": "tau",
          "value": 1.0769
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5088
      },
      "coherence_score": 1.076889157295227,
      "coherence_diagnostics": {
        "tau": 1.076889157295227,
        "grad_tau": 0.05164428427815437,
        "torsion": 0.0,
        "alignment": 2.783947706222534,
        "S_field": 0.33891817927360535,
        "Gamma_field": 0.15073038637638092,
        "S_over_Gamma": 2.2485060691833496,
        "Da": 9.797947883605957,
        "E_coh": 0.4489676356315613,
        "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": [
          [
            [
              -90.88,
              41.92
            ],
            [
              -90.86,
              41.92
            ],
            [
              -90.83,
              41.89
            ],
            [
              -90.83,
              41.86
            ],
            [
              -90.85,
              41.84
            ],
            [
              -90.88,
              41.84
            ],
            [
              -90.91,
              41.87
            ],
            [
              -90.91,
              41.89
            ],
            [
              -90.88,
              41.92
            ]
          ]
        ]
      },
      "raw_probability": 0.5088,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "0324cbd9ff98272fcb4719b1808ac3518b37bf40659d3afc3020aadd71438375",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.5088,
        "probability": 0.006725,
        "confidence_lo": 0.006619,
        "confidence_hi": 0.006726,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dc02acf6cd021a4d61573d5772c1573ad7061bd64a7fa37f7a66c13b9cf5997e",
        "signature": {
          "alg": "ed25519",
          "sig": "732f58d5b9ebc359444d503a4ba9fa3b0deaec1df74cfc26fecc640b692cda6bf54dfbad296f0b5036e319d8ebf71f833b56ca9b70aa58f46b098ed634523a05"
        }
      },
      "receipt_sha256": "dc02acf6cd021a4d61573d5772c1573ad7061bd64a7fa37f7a66c13b9cf5997e"
    },
    {
      "storm_id": "225533",
      "lat": 41.792,
      "lon": -90.056,
      "motion_east": 7.5,
      "motion_south": -7.0,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 142.0,
      "ebshear": 18.0,
      "srh01": 111.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 111.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.0804
        },
        {
          "name": "alignment",
          "value": -10.5535
        },
        {
          "name": "tau",
          "value": 1.1052
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4947
      },
      "coherence_score": 1.1051583290100098,
      "coherence_diagnostics": {
        "tau": 1.1051583290100098,
        "grad_tau": 0.05797802284359932,
        "torsion": 0.0,
        "alignment": -10.553520202636719,
        "S_field": 0.43641066551208496,
        "Gamma_field": 0.15073038637638092,
        "S_over_Gamma": 2.8953065872192383,
        "Da": 10.146552085876465,
        "E_coh": 0.5700761079788208,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.08,
              41.83
            ],
            [
              -90.07,
              41.82
            ],
            [
              -90.03,
              41.82
            ],
            [
              -90.01,
              41.8
            ],
            [
              -90.01,
              41.75
            ],
            [
              -90.02,
              41.74
            ],
            [
              -90.06,
              41.74
            ],
            [
              -90.1,
              41.77
            ],
            [
              -90.1,
              41.82
            ],
            [
              -90.08,
              41.83
            ]
          ]
        ]
      },
      "raw_probability": 0.4947,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "bf69ffea464784162f0e58953e88f565932c10f66a8cf9349b5343753ca5671f",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.4947,
        "probability": 0.006725,
        "confidence_lo": 0.006619,
        "confidence_hi": 0.006726,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "59a5cc6dbecb8e829624e7e9cdb812606b2855f07b7cff676cfe15f725f11967",
        "signature": {
          "alg": "ed25519",
          "sig": "3e3548200487b618585d08c12ab606094e671bcb164ecc42f1375dcbdd880d19dab13f24234b9ea02d5c2e6d10f76db6c92076402f2a165ab80455939c235605"
        }
      },
      "receipt_sha256": "59a5cc6dbecb8e829624e7e9cdb812606b2855f07b7cff676cfe15f725f11967"
    },
    {
      "storm_id": "225524",
      "lat": 37.7909,
      "lon": -90.3982,
      "motion_east": 8.7,
      "motion_south": 0.0,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 347.0,
      "ebshear": 11.0,
      "srh01": 138.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 138.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.9554
        },
        {
          "name": "alignment",
          "value": -5.0461
        },
        {
          "name": "tau",
          "value": 0.7293
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4893
      },
      "coherence_score": 0.7292889356613159,
      "coherence_diagnostics": {
        "tau": 0.7292889356613159,
        "grad_tau": 0.2450605034828186,
        "torsion": 0.0,
        "alignment": -5.046073913574219,
        "S_field": 0.3728390336036682,
        "Gamma_field": 1.0273970365524292,
        "S_over_Gamma": 0.36289674043655396,
        "Da": 62.74528121948242,
        "E_coh": 0.19912630319595337,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.42,
              37.84
            ],
            [
              -90.41,
              37.83
            ],
            [
              -90.37,
              37.82
            ],
            [
              -90.37,
              37.81
            ],
            [
              -90.35,
              37.8
            ],
            [
              -90.35,
              37.75
            ],
            [
              -90.38,
              37.72
            ],
            [
              -90.43,
              37.72
            ],
            [
              -90.44,
              37.74
            ],
            [
              -90.44,
              37.83
            ],
            [
              -90.42,
              37.84
            ]
          ]
        ]
      },
      "raw_probability": 0.4893,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "3bc36f56c6dde770ddc1fe3354b552bc2b6beb458c2f4863869a3b7be3072fe5",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.4893,
        "probability": 0.006725,
        "confidence_lo": 0.006619,
        "confidence_hi": 0.006726,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "874a41ae4b071ea286912402ddbcc54b5b89bc9fbd81f39465d68ac075faae3e",
        "signature": {
          "alg": "ed25519",
          "sig": "22f48b556e1966deaf8477054c42621fd535036321acd76bee231f97afb70f3cdd380537f065a78be70e84bb3c69ebeab25dfc91820fa40a0d5949a5bda58309"
        }
      },
      "receipt_sha256": "874a41ae4b071ea286912402ddbcc54b5b89bc9fbd81f39465d68ac075faae3e"
    },
    {
      "storm_id": "225490",
      "lat": 37.5456,
      "lon": -90.9811,
      "motion_east": 9.1,
      "motion_south": 0.0,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 389.0,
      "ebshear": 12.0,
      "srh01": 158.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 158.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.9554
        },
        {
          "name": "alignment",
          "value": -5.0461
        },
        {
          "name": "tau",
          "value": 0.7293
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4872
      },
      "coherence_score": 0.7292889356613159,
      "coherence_diagnostics": {
        "tau": 0.7292889356613159,
        "grad_tau": 0.2450605034828186,
        "torsion": 0.0,
        "alignment": -5.046073913574219,
        "S_field": 0.3728390336036682,
        "Gamma_field": 1.0273970365524292,
        "S_over_Gamma": 0.36289674043655396,
        "Da": 62.74528121948242,
        "E_coh": 0.19912630319595337,
        "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": [
          [
            [
              -91.0,
              37.57
            ],
            [
              -90.96,
              37.57
            ],
            [
              -90.95,
              37.56
            ],
            [
              -90.95,
              37.53
            ],
            [
              -90.96,
              37.51
            ],
            [
              -90.99,
              37.51
            ],
            [
              -91.01,
              37.53
            ],
            [
              -91.01,
              37.56
            ],
            [
              -91.0,
              37.57
            ]
          ]
        ]
      },
      "raw_probability": 0.4872,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "a01a382e967009d430280a18d2f40c3ff4577e08b43febf148513897893ce44f",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.4872,
        "probability": 0.006725,
        "confidence_lo": 0.006619,
        "confidence_hi": 0.006726,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "822fdb43b4b35f3bb0e329cf2bb5773b4cf84ee2e644f020fe14b7256a1cd677",
        "signature": {
          "alg": "ed25519",
          "sig": "bdca82bab1e6378ddb730654c28e12084d699b0a94c827cd4714ee885f7dd370779b5ff0567c6258a52666578b304c6c61ac2370515ab7c4f6bda5164f58ef09"
        }
      },
      "receipt_sha256": "822fdb43b4b35f3bb0e329cf2bb5773b4cf84ee2e644f020fe14b7256a1cd677"
    },
    {
      "storm_id": "225230",
      "lat": 41.8856,
      "lon": -90.4817,
      "motion_east": 7.5,
      "motion_south": -7.0,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 181.0,
      "ebshear": 23.0,
      "srh01": 154.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 154.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.8304
        },
        {
          "name": "alignment",
          "value": 2.7839
        },
        {
          "name": "tau",
          "value": 1.0769
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4837
      },
      "coherence_score": 1.076889157295227,
      "coherence_diagnostics": {
        "tau": 1.076889157295227,
        "grad_tau": 0.05164428427815437,
        "torsion": 0.0,
        "alignment": 2.783947706222534,
        "S_field": 0.33891817927360535,
        "Gamma_field": 0.15073038637638092,
        "S_over_Gamma": 2.2485060691833496,
        "Da": 9.797947883605957,
        "E_coh": 0.4489676356315613,
        "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": [
          [
            [
              -90.48,
              41.96
            ],
            [
              -90.44,
              41.93
            ],
            [
              -90.43,
              41.9
            ],
            [
              -90.41,
              41.88
            ],
            [
              -90.41,
              41.84
            ],
            [
              -90.43,
              41.8
            ],
            [
              -90.45,
              41.79
            ],
            [
              -90.5,
              41.79
            ],
            [
              -90.51,
              41.8
            ],
            [
              -90.51,
              41.86
            ],
            [
              -90.52,
              41.87
            ],
            [
              -90.52,
              41.9
            ],
            [
              -90.53,
              41.91
            ],
            [
              -90.52,
              41.92
            ],
            [
              -90.53,
              41.93
            ],
            [
              -90.51,
              41.95
            ],
            [
              -90.49,
              41.95
            ],
            [
              -90.48,
              41.96
            ]
          ]
        ]
      },
      "raw_probability": 0.4837,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "3f2b612090d796b24128c4c263489139a5b85c9b4ecf9d6ab844d5c55a6118cc",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.4837,
        "probability": 0.006725,
        "confidence_lo": 0.006619,
        "confidence_hi": 0.006726,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c8f95401c9d589f54e8724a36700453c3bb5038d711cbe273bed52168d3bd3f1",
        "signature": {
          "alg": "ed25519",
          "sig": "c279fbadabae406828e5f66528b3db695066dc2da980892b08fda8c6dd6c48a784608333fae4f6199b59194735744520c4c4e53ed07eeb0dd76242bb92602f06"
        }
      },
      "receipt_sha256": "c8f95401c9d589f54e8724a36700453c3bb5038d711cbe273bed52168d3bd3f1"
    },
    {
      "storm_id": "225531",
      "lat": 42.028,
      "lon": -90.482,
      "motion_east": 7.5,
      "motion_south": -7.0,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 177.0,
      "ebshear": 23.0,
      "srh01": 152.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 152.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.8304
        },
        {
          "name": "alignment",
          "value": 2.7839
        },
        {
          "name": "tau",
          "value": 1.0769
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4837
      },
      "coherence_score": 1.076889157295227,
      "coherence_diagnostics": {
        "tau": 1.076889157295227,
        "grad_tau": 0.05164428427815437,
        "torsion": 0.0,
        "alignment": 2.783947706222534,
        "S_field": 0.33891817927360535,
        "Gamma_field": 0.15073038637638092,
        "S_over_Gamma": 2.2485060691833496,
        "Da": 9.797947883605957,
        "E_coh": 0.4489676356315613,
        "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": [
          [
            [
              -90.5,
              42.07
            ],
            [
              -90.45,
              42.07
            ],
            [
              -90.44,
              42.06
            ],
            [
              -90.46,
              41.98
            ],
            [
              -90.47,
              41.99
            ],
            [
              -90.48,
              41.98
            ],
            [
              -90.5,
              41.99
            ],
            [
              -90.51,
              42.01
            ],
            [
              -90.51,
              42.06
            ],
            [
              -90.5,
              42.07
            ]
          ]
        ]
      },
      "raw_probability": 0.4837,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "3f2b612090d796b24128c4c263489139a5b85c9b4ecf9d6ab844d5c55a6118cc",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.4837,
        "probability": 0.006725,
        "confidence_lo": 0.006619,
        "confidence_hi": 0.006726,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c8f95401c9d589f54e8724a36700453c3bb5038d711cbe273bed52168d3bd3f1",
        "signature": {
          "alg": "ed25519",
          "sig": "c279fbadabae406828e5f66528b3db695066dc2da980892b08fda8c6dd6c48a784608333fae4f6199b59194735744520c4c4e53ed07eeb0dd76242bb92602f06"
        }
      },
      "receipt_sha256": "c8f95401c9d589f54e8724a36700453c3bb5038d711cbe273bed52168d3bd3f1"
    },
    {
      "storm_id": "225534",
      "lat": 41.6729,
      "lon": -90.5086,
      "motion_east": 7.5,
      "motion_south": -7.0,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 183.0,
      "ebshear": 24.0,
      "srh01": 180.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 180.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.8304
        },
        {
          "name": "alignment",
          "value": 2.7839
        },
        {
          "name": "tau",
          "value": 1.0769
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4837
      },
      "coherence_score": 1.076889157295227,
      "coherence_diagnostics": {
        "tau": 1.076889157295227,
        "grad_tau": 0.05164428427815437,
        "torsion": 0.0,
        "alignment": 2.783947706222534,
        "S_field": 0.33891817927360535,
        "Gamma_field": 0.15073038637638092,
        "S_over_Gamma": 2.2485060691833496,
        "Da": 9.797947883605957,
        "E_coh": 0.4489676356315613,
        "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": [
          [
            [
              -90.52,
              41.71
            ],
            [
              -90.48,
              41.68
            ],
            [
              -90.48,
              41.65
            ],
            [
              -90.49,
              41.64
            ],
            [
              -90.53,
              41.64
            ],
            [
              -90.54,
              41.68
            ],
            [
              -90.52,
              41.71
            ]
          ]
        ]
      },
      "raw_probability": 0.4837,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "3f2b612090d796b24128c4c263489139a5b85c9b4ecf9d6ab844d5c55a6118cc",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.4837,
        "probability": 0.006725,
        "confidence_lo": 0.006619,
        "confidence_hi": 0.006726,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c8f95401c9d589f54e8724a36700453c3bb5038d711cbe273bed52168d3bd3f1",
        "signature": {
          "alg": "ed25519",
          "sig": "c279fbadabae406828e5f66528b3db695066dc2da980892b08fda8c6dd6c48a784608333fae4f6199b59194735744520c4c4e53ed07eeb0dd76242bb92602f06"
        }
      },
      "receipt_sha256": "c8f95401c9d589f54e8724a36700453c3bb5038d711cbe273bed52168d3bd3f1"
    },
    {
      "storm_id": "225444",
      "lat": 37.355,
      "lon": -90.795,
      "motion_east": 9.4,
      "motion_south": 0.0,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 380.0,
      "ebshear": 10.0,
      "srh01": 119.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 119.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.9554
        },
        {
          "name": "alignment",
          "value": -5.0461
        },
        {
          "name": "tau",
          "value": 0.7293
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4796
      },
      "coherence_score": 0.7292889356613159,
      "coherence_diagnostics": {
        "tau": 0.7292889356613159,
        "grad_tau": 0.2450605034828186,
        "torsion": 0.0,
        "alignment": -5.046073913574219,
        "S_field": 0.3728390336036682,
        "Gamma_field": 1.0273970365524292,
        "S_over_Gamma": 0.36289674043655396,
        "Da": 62.74528121948242,
        "E_coh": 0.19912630319595337,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.83,
              37.42
            ],
            [
              -90.79,
              37.42
            ],
            [
              -90.78,
              37.41
            ],
            [
              -90.75,
              37.41
            ],
            [
              -90.74,
              37.4
            ],
            [
              -90.69,
              37.4
            ],
            [
              -90.68,
              37.41
            ],
            [
              -90.67,
              37.4
            ],
            [
              -90.67,
              37.35
            ],
            [
              -90.69,
              37.33
            ],
            [
              -90.73,
              37.31
            ],
            [
              -90.78,
              37.31
            ],
            [
              -90.79,
              37.3
            ],
            [
              -90.81,
              37.3
            ],
            [
              -90.85,
              37.28
            ],
            [
              -90.87,
              37.26
            ],
            [
              -90.91,
              37.26
            ],
            [
              -90.94,
              37.3
            ],
            [
              -90.94,
              37.34
            ],
            [
              -90.9,
              37.38
            ],
            [
              -90.85,
              37.4
            ],
            [
              -90.83,
              37.42
            ]
          ]
        ]
      },
      "raw_probability": 0.4796,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "c6ada16c71360bd020ca3f48e3169dc6a224d9111db769ca547d3cd2709b3c8d",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.4796,
        "probability": 0.006725,
        "confidence_lo": 0.006619,
        "confidence_hi": 0.006726,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ad87bad719b6411869f383218ca56defcb2bdbe043784c63453210fea00db0bf",
        "signature": {
          "alg": "ed25519",
          "sig": "db0a8fad85c34f67963f62ddf89eda457ae6b976a1ea68dc064a140973a864e61b65c04e302f519c0ae7de98c2fc077e562d3c6547eb9691d057b98ae0ef6b0a"
        }
      },
      "receipt_sha256": "ad87bad719b6411869f383218ca56defcb2bdbe043784c63453210fea00db0bf"
    },
    {
      "storm_id": "225466",
      "lat": 37.608,
      "lon": -90.815,
      "motion_east": 9.0,
      "motion_south": 0.0,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 400.0,
      "ebshear": 12.0,
      "srh01": 152.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 152.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.9554
        },
        {
          "name": "alignment",
          "value": -5.0461
        },
        {
          "name": "tau",
          "value": 0.7293
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4796
      },
      "coherence_score": 0.7292889356613159,
      "coherence_diagnostics": {
        "tau": 0.7292889356613159,
        "grad_tau": 0.2450605034828186,
        "torsion": 0.0,
        "alignment": -5.046073913574219,
        "S_field": 0.3728390336036682,
        "Gamma_field": 1.0273970365524292,
        "S_over_Gamma": 0.36289674043655396,
        "Da": 62.74528121948242,
        "E_coh": 0.19912630319595337,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.86,
              37.64
            ],
            [
              -90.78,
              37.64
            ],
            [
              -90.76,
              37.63
            ],
            [
              -90.76,
              37.6
            ],
            [
              -90.75,
              37.58
            ],
            [
              -90.76,
              37.57
            ],
            [
              -90.86,
              37.57
            ],
            [
              -90.88,
              37.58
            ],
            [
              -90.88,
              37.63
            ],
            [
              -90.86,
              37.64
            ]
          ]
        ]
      },
      "raw_probability": 0.4796,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "c6ada16c71360bd020ca3f48e3169dc6a224d9111db769ca547d3cd2709b3c8d",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.4796,
        "probability": 0.006725,
        "confidence_lo": 0.006619,
        "confidence_hi": 0.006726,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ad87bad719b6411869f383218ca56defcb2bdbe043784c63453210fea00db0bf",
        "signature": {
          "alg": "ed25519",
          "sig": "db0a8fad85c34f67963f62ddf89eda457ae6b976a1ea68dc064a140973a864e61b65c04e302f519c0ae7de98c2fc077e562d3c6547eb9691d057b98ae0ef6b0a"
        }
      },
      "receipt_sha256": "ad87bad719b6411869f383218ca56defcb2bdbe043784c63453210fea00db0bf"
    },
    {
      "storm_id": "225532",
      "lat": 42.0309,
      "lon": -89.8527,
      "motion_east": 7.4,
      "motion_south": -7.0,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 67.0,
      "ebshear": 10.0,
      "srh01": 88.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 88.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.0804
        },
        {
          "name": "alignment",
          "value": -10.5535
        },
        {
          "name": "tau",
          "value": 1.1052
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4712
      },
      "coherence_score": 1.1051583290100098,
      "coherence_diagnostics": {
        "tau": 1.1051583290100098,
        "grad_tau": 0.05797802284359932,
        "torsion": 0.0,
        "alignment": -10.553520202636719,
        "S_field": 0.43641066551208496,
        "Gamma_field": 0.15073038637638092,
        "S_over_Gamma": 2.8953065872192383,
        "Da": 10.146552085876465,
        "E_coh": 0.5700761079788208,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.84,
              42.08
            ],
            [
              -89.8,
              42.06
            ],
            [
              -89.79,
              42.02
            ],
            [
              -89.83,
              41.97
            ],
            [
              -89.87,
              41.97
            ],
            [
              -89.89,
              41.98
            ],
            [
              -89.9,
              42.0
            ],
            [
              -89.9,
              42.04
            ],
            [
              -89.87,
              42.07
            ],
            [
              -89.85,
              42.07
            ],
            [
              -89.84,
              42.08
            ]
          ]
        ]
      },
      "raw_probability": 0.4712,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "e696b575bac0f8f5ae254028c2a8d5e18007bb7b16084c4f9cb9883380ff9010",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.4712,
        "probability": 0.006725,
        "confidence_lo": 0.006619,
        "confidence_hi": 0.006726,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cca86daf844892425fa8469d55f706de231d66fc7b8e26c4e966b5be8672182d",
        "signature": {
          "alg": "ed25519",
          "sig": "3e80b847038e56175263fd17272e4c2f836e55bf46f0a513bd3b3c87c254146f3559e35b6e894288846968b9dfd264a5c1b6f1dd4b6c0e2b2971c8d470119f0e"
        }
      },
      "receipt_sha256": "cca86daf844892425fa8469d55f706de231d66fc7b8e26c4e966b5be8672182d"
    },
    {
      "storm_id": "225441",
      "lat": 38.169,
      "lon": -89.647,
      "motion_east": 8.2,
      "motion_south": 0.5,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 161.0,
      "ebshear": 9.0,
      "srh01": 87.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 87.0
        },
        {
          "name": "hrrr_pwat",
          "value": 60.9554
        },
        {
          "name": "alignment",
          "value": 7.8692
        },
        {
          "name": "tau",
          "value": 0.6859
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4678
      },
      "coherence_score": 0.6859213709831238,
      "coherence_diagnostics": {
        "tau": 0.6859213709831238,
        "grad_tau": 0.1331339329481125,
        "torsion": 0.0,
        "alignment": 7.869245529174805,
        "S_field": 0.38996484875679016,
        "Gamma_field": 0.9982304573059082,
        "S_over_Gamma": 0.39065614342689514,
        "Da": 60.492897033691406,
        "E_coh": 0.260107159614563,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.67,
              38.2
            ],
            [
              -89.62,
              38.2
            ],
            [
              -89.61,
              38.19
            ],
            [
              -89.62,
              38.17
            ],
            [
              -89.62,
              38.14
            ],
            [
              -89.63,
              38.13
            ],
            [
              -89.67,
              38.13
            ],
            [
              -89.68,
              38.14
            ],
            [
              -89.68,
              38.19
            ],
            [
              -89.67,
              38.2
            ]
          ]
        ]
      },
      "raw_probability": 0.4678,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "b32f5536d966c98ce85bc2dbdb09ae6da24de5196dc8636fc3fe413026ef9ddd",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.4678,
        "probability": 0.006725,
        "confidence_lo": 0.006619,
        "confidence_hi": 0.006726,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e751aba0eaf282c78a377fd3392e7abd419357f4f446b9f4e84ae3cd55983823",
        "signature": {
          "alg": "ed25519",
          "sig": "1e1565329d420420835cbfb4ddb529b3d1a282019feba28f94f1545721ab9a4f4468e4103bdc0043f6cd39c60e2619cb946ac88ab8dbe8af74f49cf5bf4bba04"
        }
      },
      "receipt_sha256": "e751aba0eaf282c78a377fd3392e7abd419357f4f446b9f4e84ae3cd55983823"
    },
    {
      "storm_id": "225511",
      "lat": 37.3973,
      "lon": -90.364,
      "motion_east": 8.5,
      "motion_south": 0.0,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 469.0,
      "ebshear": 10.0,
      "srh01": 123.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 123.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.9554
        },
        {
          "name": "alignment",
          "value": -5.0461
        },
        {
          "name": "tau",
          "value": 0.7293
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4673
      },
      "coherence_score": 0.7292889356613159,
      "coherence_diagnostics": {
        "tau": 0.7292889356613159,
        "grad_tau": 0.2450605034828186,
        "torsion": 0.0,
        "alignment": -5.046073913574219,
        "S_field": 0.3728390336036682,
        "Gamma_field": 1.0273970365524292,
        "S_over_Gamma": 0.36289674043655396,
        "Da": 62.74528121948242,
        "E_coh": 0.19912630319595337,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.31,
              37.45
            ],
            [
              -90.3,
              37.44
            ],
            [
              -90.31,
              37.4
            ],
            [
              -90.34,
              37.37
            ],
            [
              -90.37,
              37.37
            ],
            [
              -90.39,
              37.35
            ],
            [
              -90.43,
              37.33
            ],
            [
              -90.43,
              37.36
            ],
            [
              -90.44,
              37.37
            ],
            [
              -90.4,
              37.38
            ],
            [
              -90.39,
              37.4
            ],
            [
              -90.36,
              37.42
            ],
            [
              -90.36,
              37.43
            ],
            [
              -90.32,
              37.44
            ],
            [
              -90.31,
              37.45
            ]
          ]
        ]
      },
      "raw_probability": 0.4673,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "3cd02914a84c7bff1aae5fd46713ed665cfd8d76726b3c75c2f44450494f8946",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.4673,
        "probability": 0.006725,
        "confidence_lo": 0.006619,
        "confidence_hi": 0.006726,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c55936d817606e8c3b93d0e7a885694e16ee2aafeb527ead5e1c70fd65d4b8b6",
        "signature": {
          "alg": "ed25519",
          "sig": "ecd23669d11e8fbbe4a04b93d73f2e5d48b7d3fbe4d5eb1fcf6b0dffe067e4984d8921675d7f82ba313a9f0106f2edb26d3b49bc0a00fd6b52638fb5139fa20e"
        }
      },
      "receipt_sha256": "c55936d817606e8c3b93d0e7a885694e16ee2aafeb527ead5e1c70fd65d4b8b6"
    },
    {
      "storm_id": "225548",
      "lat": 36.3089,
      "lon": -91.4533,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 998.0,
      "ebshear": 17.0,
      "srh01": 78.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 78.0
        },
        {
          "name": "hrrr_pwat",
          "value": 59.0804
        },
        {
          "name": "alignment",
          "value": 6.6341
        },
        {
          "name": "tau",
          "value": 0.9416
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4662
      },
      "coherence_score": 0.9415972232818604,
      "coherence_diagnostics": {
        "tau": 0.9415972232818604,
        "grad_tau": 0.31470775604248047,
        "torsion": 4.216330395934165e-09,
        "alignment": 6.634093761444092,
        "S_field": 0.8159624338150024,
        "Gamma_field": 0.8107303977012634,
        "S_over_Gamma": 1.006453514099121,
        "Da": 52.41925048828125,
        "E_coh": 0.6683207154273987,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.47,
              36.34
            ],
            [
              -91.45,
              36.32
            ],
            [
              -91.42,
              36.32
            ],
            [
              -91.41,
              36.31
            ],
            [
              -91.43,
              36.27
            ],
            [
              -91.47,
              36.27
            ],
            [
              -91.48,
              36.29
            ],
            [
              -91.48,
              36.32
            ],
            [
              -91.47,
              36.34
            ]
          ]
        ]
      },
      "raw_probability": 0.4662,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "82aca4d2d8db4819493bce201e2cc2b1e56e13504329315853252af923311e5d",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.4662,
        "probability": 0.006725,
        "confidence_lo": 0.006619,
        "confidence_hi": 0.006726,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "146700ce5096f0aa12018233cca34eda573c56bdaa12b7510cf3796ca05764a9",
        "signature": {
          "alg": "ed25519",
          "sig": "1335fb744e991a6cb0f27043ac5f8c19feeb0dea259027851573a85daee0f5b4f4a80bdeb61c3e3ef9966fe89a4f8a54667280a264d73ee65ab12b727a6b310b"
        }
      },
      "receipt_sha256": "146700ce5096f0aa12018233cca34eda573c56bdaa12b7510cf3796ca05764a9"
    },
    {
      "storm_id": "225546",
      "lat": 37.0489,
      "lon": -90.5811,
      "motion_east": 8.6,
      "motion_south": 0.0,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 456.0,
      "ebshear": 9.0,
      "srh01": 80.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 80.0
        },
        {
          "name": "hrrr_pwat",
          "value": 62.9554
        },
        {
          "name": "alignment",
          "value": -4.572
        },
        {
          "name": "tau",
          "value": 1.0693
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4593
      },
      "coherence_score": 1.069278359413147,
      "coherence_diagnostics": {
        "tau": 1.069278359413147,
        "grad_tau": 0.2294158637523651,
        "torsion": 0.0,
        "alignment": -4.571962356567383,
        "S_field": 0.6710297465324402,
        "Gamma_field": 0.3932304084300995,
        "S_over_Gamma": 1.7064543962478638,
        "Da": 24.453277587890625,
        "E_coh": 0.6660502552986145,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.55,
              37.08
            ],
            [
              -90.55,
              37.03
            ],
            [
              -90.58,
              37.01
            ],
            [
              -90.61,
              37.01
            ],
            [
              -90.62,
              37.03
            ],
            [
              -90.61,
              37.06
            ],
            [
              -90.6,
              37.07
            ],
            [
              -90.56,
              37.07
            ],
            [
              -90.55,
              37.08
            ]
          ]
        ]
      },
      "raw_probability": 0.4593,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "d1915a630b575cf70ec02282b52904905e43871207fa9d1b0061dd9a0b845faf",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.4593,
        "probability": 0.006725,
        "confidence_lo": 0.006619,
        "confidence_hi": 0.006726,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4758527a46223b58eef2ff4d064ce92fd871e6f21fbf90d75f7fc672ee4f5b45",
        "signature": {
          "alg": "ed25519",
          "sig": "b86764f099b37774901f8a34861257b69c4796b12707c84cdc87d48c43cf2e2c9b5fe58007cc4ce6136a33bb88ce832bf44dea81ad2a9bd79f03d123ec60c901"
        }
      },
      "receipt_sha256": "4758527a46223b58eef2ff4d064ce92fd871e6f21fbf90d75f7fc672ee4f5b45"
    },
    {
      "storm_id": "225331",
      "lat": 42.5817,
      "lon": -90.5128,
      "motion_east": 7.8,
      "motion_south": -8.0,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0037,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 132.0,
      "ebshear": 22.0,
      "srh01": 151.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 151.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.2054
        },
        {
          "name": "alignment",
          "value": -5.2432
        },
        {
          "name": "tau",
          "value": 1.0121
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3802
      },
      "coherence_score": 1.0120800733566284,
      "coherence_diagnostics": {
        "tau": 1.0120800733566284,
        "grad_tau": 0.09346237033605576,
        "torsion": 0.0,
        "alignment": -5.243159770965576,
        "S_field": 0.23596273362636566,
        "Gamma_field": 0.16739705204963684,
        "S_over_Gamma": 1.4095990657806396,
        "Da": 10.635222434997559,
        "E_coh": 0.3486374020576477,
        "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": [
          [
            [
              -90.45,
              42.65
            ],
            [
              -90.42,
              42.65
            ],
            [
              -90.38,
              42.63
            ],
            [
              -90.37,
              42.61
            ],
            [
              -90.37,
              42.56
            ],
            [
              -90.38,
              42.55
            ],
            [
              -90.49,
              42.5
            ],
            [
              -90.53,
              42.52
            ],
            [
              -90.61,
              42.52
            ],
            [
              -90.63,
              42.53
            ],
            [
              -90.64,
              42.55
            ],
            [
              -90.64,
              42.58
            ],
            [
              -90.62,
              42.58
            ],
            [
              -90.59,
              42.6
            ],
            [
              -90.57,
              42.59
            ],
            [
              -90.56,
              42.6
            ],
            [
              -90.53,
              42.6
            ],
            [
              -90.45,
              42.65
            ]
          ]
        ]
      },
      "raw_probability": 0.3802,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0037,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "26c70d8a1674120df21ee631036fc8a8bb1366bc49bd8b2b241299e72564b3ef",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.3802,
        "probability": 0.00371,
        "confidence_lo": 0.003116,
        "confidence_hi": 0.003712,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b9b1f30595f3467d0915d45e23b51193c376a01bde26a09cd4e12264cd8e0cad",
        "signature": {
          "alg": "ed25519",
          "sig": "2e3c8817bc3ad2369978933ff8e0e2913a1a10141cef35a14afc14efab8f788190be1defbefd0cb4098cf23d2902deb8721c975936f59bc2c69b2d87baa95207"
        }
      },
      "receipt_sha256": "b9b1f30595f3467d0915d45e23b51193c376a01bde26a09cd4e12264cd8e0cad"
    },
    {
      "storm_id": "225508",
      "lat": 42.7189,
      "lon": -90.52,
      "motion_east": 7.4,
      "motion_south": -8.0,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0037,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 123.0,
      "ebshear": 22.0,
      "srh01": 150.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 150.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.2054
        },
        {
          "name": "alignment",
          "value": -5.2432
        },
        {
          "name": "tau",
          "value": 1.0121
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3802
      },
      "coherence_score": 1.0120800733566284,
      "coherence_diagnostics": {
        "tau": 1.0120800733566284,
        "grad_tau": 0.09346237033605576,
        "torsion": 0.0,
        "alignment": -5.243159770965576,
        "S_field": 0.23596273362636566,
        "Gamma_field": 0.16739705204963684,
        "S_over_Gamma": 1.4095990657806396,
        "Da": 10.635222434997559,
        "E_coh": 0.3486374020576477,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.54,
              42.75
            ],
            [
              -90.49,
              42.75
            ],
            [
              -90.48,
              42.74
            ],
            [
              -90.48,
              42.72
            ],
            [
              -90.5,
              42.68
            ],
            [
              -90.54,
              42.68
            ],
            [
              -90.55,
              42.69
            ],
            [
              -90.56,
              42.71
            ],
            [
              -90.54,
              42.75
            ]
          ]
        ]
      },
      "raw_probability": 0.3802,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0037,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "26c70d8a1674120df21ee631036fc8a8bb1366bc49bd8b2b241299e72564b3ef",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.3802,
        "probability": 0.00371,
        "confidence_lo": 0.003116,
        "confidence_hi": 0.003712,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b9b1f30595f3467d0915d45e23b51193c376a01bde26a09cd4e12264cd8e0cad",
        "signature": {
          "alg": "ed25519",
          "sig": "2e3c8817bc3ad2369978933ff8e0e2913a1a10141cef35a14afc14efab8f788190be1defbefd0cb4098cf23d2902deb8721c975936f59bc2c69b2d87baa95207"
        }
      },
      "receipt_sha256": "b9b1f30595f3467d0915d45e23b51193c376a01bde26a09cd4e12264cd8e0cad"
    },
    {
      "storm_id": "225509",
      "lat": 42.4533,
      "lon": -90.225,
      "motion_east": 7.4,
      "motion_south": -7.0,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0037,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 122.0,
      "ebshear": 24.0,
      "srh01": 102.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 102.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.2054
        },
        {
          "name": "alignment",
          "value": -5.2432
        },
        {
          "name": "tau",
          "value": 1.0121
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3802
      },
      "coherence_score": 1.0120800733566284,
      "coherence_diagnostics": {
        "tau": 1.0120800733566284,
        "grad_tau": 0.09346237033605576,
        "torsion": 0.0,
        "alignment": -5.243159770965576,
        "S_field": 0.23596273362636566,
        "Gamma_field": 0.16739705204963684,
        "S_over_Gamma": 1.4095990657806396,
        "Da": 10.635222434997559,
        "E_coh": 0.3486374020576477,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.27,
              42.49
            ],
            [
              -90.22,
              42.49
            ],
            [
              -90.19,
              42.47
            ],
            [
              -90.17,
              42.47
            ],
            [
              -90.15,
              42.44
            ],
            [
              -90.15,
              42.4
            ],
            [
              -90.21,
              42.4
            ],
            [
              -90.25,
              42.43
            ],
            [
              -90.26,
              42.43
            ],
            [
              -90.28,
              42.45
            ],
            [
              -90.28,
              42.48
            ],
            [
              -90.27,
              42.49
            ]
          ]
        ]
      },
      "raw_probability": 0.3802,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0037,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "26c70d8a1674120df21ee631036fc8a8bb1366bc49bd8b2b241299e72564b3ef",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.3802,
        "probability": 0.00371,
        "confidence_lo": 0.003116,
        "confidence_hi": 0.003712,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b9b1f30595f3467d0915d45e23b51193c376a01bde26a09cd4e12264cd8e0cad",
        "signature": {
          "alg": "ed25519",
          "sig": "2e3c8817bc3ad2369978933ff8e0e2913a1a10141cef35a14afc14efab8f788190be1defbefd0cb4098cf23d2902deb8721c975936f59bc2c69b2d87baa95207"
        }
      },
      "receipt_sha256": "b9b1f30595f3467d0915d45e23b51193c376a01bde26a09cd4e12264cd8e0cad"
    },
    {
      "storm_id": "225510",
      "lat": 42.3305,
      "lon": -90.5095,
      "motion_east": 7.8,
      "motion_south": -8.0,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0037,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 122.0,
      "ebshear": 19.0,
      "srh01": 163.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 163.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.2054
        },
        {
          "name": "alignment",
          "value": -5.2432
        },
        {
          "name": "tau",
          "value": 1.0121
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3802
      },
      "coherence_score": 1.0120800733566284,
      "coherence_diagnostics": {
        "tau": 1.0120800733566284,
        "grad_tau": 0.09346237033605576,
        "torsion": 0.0,
        "alignment": -5.243159770965576,
        "S_field": 0.23596273362636566,
        "Gamma_field": 0.16739705204963684,
        "S_over_Gamma": 1.4095990657806396,
        "Da": 10.635222434997559,
        "E_coh": 0.3486374020576477,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.53,
              42.45
            ],
            [
              -90.49,
              42.45
            ],
            [
              -90.45,
              42.41
            ],
            [
              -90.45,
              42.38
            ],
            [
              -90.43,
              42.36
            ],
            [
              -90.43,
              42.34
            ],
            [
              -90.46,
              42.31
            ],
            [
              -90.45,
              42.29
            ],
            [
              -90.48,
              42.27
            ],
            [
              -90.48,
              42.24
            ],
            [
              -90.5,
              42.24
            ],
            [
              -90.51,
              42.23
            ],
            [
              -90.52,
              42.23
            ],
            [
              -90.54,
              42.25
            ],
            [
              -90.54,
              42.27
            ],
            [
              -90.55,
              42.28
            ],
            [
              -90.54,
              42.3
            ],
            [
              -90.58,
              42.35
            ],
            [
              -90.58,
              42.37
            ],
            [
              -90.59,
              42.38
            ],
            [
              -90.58,
              42.42
            ],
            [
              -90.53,
              42.45
            ]
          ]
        ]
      },
      "raw_probability": 0.3802,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0037,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "26c70d8a1674120df21ee631036fc8a8bb1366bc49bd8b2b241299e72564b3ef",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.3802,
        "probability": 0.00371,
        "confidence_lo": 0.003116,
        "confidence_hi": 0.003712,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b9b1f30595f3467d0915d45e23b51193c376a01bde26a09cd4e12264cd8e0cad",
        "signature": {
          "alg": "ed25519",
          "sig": "2e3c8817bc3ad2369978933ff8e0e2913a1a10141cef35a14afc14efab8f788190be1defbefd0cb4098cf23d2902deb8721c975936f59bc2c69b2d87baa95207"
        }
      },
      "receipt_sha256": "b9b1f30595f3467d0915d45e23b51193c376a01bde26a09cd4e12264cd8e0cad"
    },
    {
      "storm_id": "225172",
      "lat": 42.9767,
      "lon": -90.5617,
      "motion_east": 4.9,
      "motion_south": -9.0,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 57.0,
      "ebshear": 17.0,
      "srh01": 145.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 145.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.2054
        },
        {
          "name": "alignment",
          "value": -5.2432
        },
        {
          "name": "tau",
          "value": 1.0121
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.364
      },
      "coherence_score": 1.0120800733566284,
      "coherence_diagnostics": {
        "tau": 1.0120800733566284,
        "grad_tau": 0.09346237033605576,
        "torsion": 0.0,
        "alignment": -5.243159770965576,
        "S_field": 0.23596273362636566,
        "Gamma_field": 0.16739705204963684,
        "S_over_Gamma": 1.4095990657806396,
        "Da": 10.635222434997559,
        "E_coh": 0.3486374020576477,
        "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": [
          [
            [
              -90.56,
              43.06
            ],
            [
              -90.49,
              43.06
            ],
            [
              -90.48,
              43.05
            ],
            [
              -90.48,
              43.01
            ],
            [
              -90.47,
              43.0
            ],
            [
              -90.49,
              42.97
            ],
            [
              -90.49,
              42.94
            ],
            [
              -90.5,
              42.92
            ],
            [
              -90.53,
              42.89
            ],
            [
              -90.55,
              42.88
            ],
            [
              -90.58,
              42.88
            ],
            [
              -90.58,
              42.9
            ],
            [
              -90.57,
              42.91
            ],
            [
              -90.58,
              42.92
            ],
            [
              -90.58,
              42.94
            ],
            [
              -90.6,
              42.96
            ],
            [
              -90.62,
              42.97
            ],
            [
              -90.65,
              42.97
            ],
            [
              -90.66,
              42.98
            ],
            [
              -90.66,
              43.03
            ],
            [
              -90.62,
              43.04
            ],
            [
              -90.61,
              43.05
            ],
            [
              -90.57,
              43.05
            ],
            [
              -90.56,
              43.06
            ]
          ]
        ]
      },
      "raw_probability": 0.364,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "260c0d6df5a9dede4e72815a58761947bc38a1b95e4f27e7f9f16ea0edbd3922",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.364,
        "probability": 0.003212,
        "confidence_lo": 0.003116,
        "confidence_hi": 0.003212,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "69cea1aac57f213997f77607e7699ac9eeb0fe2b6d7446e78c1b1e130f8020e0",
        "signature": {
          "alg": "ed25519",
          "sig": "7ac66ffeec16b8342299472fbbaf93d56f242433015a275bf15a612dfe9d6471eb2fdf447df8472f175f0ea931b6b35323ceb2a8f75d2685c60aba2dc3ea6c0f"
        }
      },
      "receipt_sha256": "69cea1aac57f213997f77607e7699ac9eeb0fe2b6d7446e78c1b1e130f8020e0"
    },
    {
      "storm_id": "225474",
      "lat": 37.9753,
      "lon": -89.7584,
      "motion_east": 8.5,
      "motion_south": 0.1,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 149.0,
      "ebshear": 10.0,
      "srh01": 65.0,
      "maxllaz": 0.001,
      "mesh": 0.08,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 60.9554
        },
        {
          "name": "alignment",
          "value": 7.8692
        },
        {
          "name": "tau",
          "value": 0.6859
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3582
      },
      "coherence_score": 0.6859213709831238,
      "coherence_diagnostics": {
        "tau": 0.6859213709831238,
        "grad_tau": 0.1331339329481125,
        "torsion": 0.0,
        "alignment": 7.869245529174805,
        "S_field": 0.38996484875679016,
        "Gamma_field": 0.9982304573059082,
        "S_over_Gamma": 0.39065614342689514,
        "Da": 60.492897033691406,
        "E_coh": 0.260107159614563,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.76,
              38.04
            ],
            [
              -89.65,
              38.04
            ],
            [
              -89.64,
              38.02
            ],
            [
              -89.65,
              38.0
            ],
            [
              -89.67,
              37.99
            ],
            [
              -89.67,
              37.98
            ],
            [
              -89.69,
              37.98
            ],
            [
              -89.7,
              37.97
            ],
            [
              -89.75,
              37.97
            ],
            [
              -89.78,
              37.94
            ],
            [
              -89.78,
              37.92
            ],
            [
              -89.8,
              37.89
            ],
            [
              -89.86,
              37.89
            ],
            [
              -89.89,
              37.92
            ],
            [
              -89.89,
              37.96
            ],
            [
              -89.85,
              37.99
            ],
            [
              -89.82,
              37.99
            ],
            [
              -89.8,
              38.0
            ],
            [
              -89.76,
              38.04
            ]
          ]
        ]
      },
      "raw_probability": 0.3582,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "e39e2081c4d8d401dc208a4a80feca80b9268dc9c99d82f5445f5f2ab6d95121",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.3582,
        "probability": 0.003212,
        "confidence_lo": 0.003116,
        "confidence_hi": 0.003212,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7585e09a41c415de778d8307054e3b4e9563c51d4dd8bffce53b05eccc77cb8e",
        "signature": {
          "alg": "ed25519",
          "sig": "4735abeabe0f12ecb4d512c10492bdf28660fece61f4d2ab82276740c9e470dc7fac145da311722edcb36d93d17189be026780f953c0b9467ddda2183b34cf04"
        }
      },
      "receipt_sha256": "7585e09a41c415de778d8307054e3b4e9563c51d4dd8bffce53b05eccc77cb8e"
    },
    {
      "storm_id": "225389",
      "lat": 28.7423,
      "lon": -82.7677,
      "motion_east": 8.3,
      "motion_south": 5.4,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2580.0,
      "ebshear": 33.0,
      "srh01": 82.0,
      "maxllaz": 0.01,
      "mesh": 0.24,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 82.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.9554
        },
        {
          "name": "alignment",
          "value": -0.7228
        },
        {
          "name": "tau",
          "value": 2.5481
        },
        {
          "name": "maxllaz",
          "value": 0.01
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3493
      },
      "coherence_score": 2.5480856895446777,
      "coherence_diagnostics": {
        "tau": 2.5480856895446777,
        "grad_tau": 0.2400674968957901,
        "torsion": 0.0,
        "alignment": -0.7228397727012634,
        "S_field": 0.5296227931976318,
        "Gamma_field": 0.2448970526456833,
        "S_over_Gamma": 2.1626343727111816,
        "Da": 15.564519882202148,
        "E_coh": 0.922635018825531,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.73,
              28.83
            ],
            [
              -82.68,
              28.83
            ],
            [
              -82.66,
              28.81
            ],
            [
              -82.66,
              28.76
            ],
            [
              -82.71,
              28.71
            ],
            [
              -82.71,
              28.7
            ],
            [
              -82.75,
              28.66
            ],
            [
              -82.85,
              28.66
            ],
            [
              -82.87,
              28.67
            ],
            [
              -82.89,
              28.69
            ],
            [
              -82.89,
              28.73
            ],
            [
              -82.85,
              28.77
            ],
            [
              -82.73,
              28.83
            ]
          ]
        ]
      },
      "raw_probability": 0.3493,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "335a273b4f11bfdbad995e73761467746de86d45b2e853d68d83afcfd343de4b",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.3493,
        "probability": 0.003212,
        "confidence_lo": 0.003116,
        "confidence_hi": 0.003212,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6eb5cffee18a42c6ca5234d58e5b3ae37a05151a18929636b13c85e9c33b8436",
        "signature": {
          "alg": "ed25519",
          "sig": "6bf8192b27750a3cfb2ef0a7e0353b98ebd622b4bba5c1b9d48e326149ddd9e14695a7ed681034c6ec635e3efd21c355b17ab52b29f768d6890742605d561906"
        }
      },
      "receipt_sha256": "6eb5cffee18a42c6ca5234d58e5b3ae37a05151a18929636b13c85e9c33b8436"
    },
    {
      "storm_id": "225307",
      "lat": 38.0056,
      "lon": -90.32,
      "motion_east": 8.8,
      "motion_south": 0.0,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 316.0,
      "ebshear": 9.0,
      "srh01": 136.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 136.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.2054
        },
        {
          "name": "alignment",
          "value": 6.2069
        },
        {
          "name": "tau",
          "value": 0.5866
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3368
      },
      "coherence_score": 0.5866064429283142,
      "coherence_diagnostics": {
        "tau": 0.5866064429283142,
        "grad_tau": 0.032997485250234604,
        "torsion": 0.0,
        "alignment": 6.206867218017578,
        "S_field": 0.3160002827644348,
        "Gamma_field": 1.5365636348724365,
        "S_over_Gamma": 0.20565389096736908,
        "Da": 96.16348266601562,
        "E_coh": 0.19372186064720154,
        "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": [
          [
            [
              -90.34,
              38.06
            ],
            [
              -90.3,
              38.06
            ],
            [
              -90.27,
              38.02
            ],
            [
              -90.27,
              37.96
            ],
            [
              -90.29,
              37.94
            ],
            [
              -90.33,
              37.94
            ],
            [
              -90.37,
              37.98
            ],
            [
              -90.37,
              38.03
            ],
            [
              -90.34,
              38.06
            ]
          ]
        ]
      },
      "raw_probability": 0.3368,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "14e83faeb5285daadf892142c80868c11d202616a88ef8090085f66c505cb508",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.3368,
        "probability": 0.003212,
        "confidence_lo": 0.003116,
        "confidence_hi": 0.003212,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d61de29c8c712a6520c9b3f49e0170784e0839e03da99d5e5bcca79313ddb856",
        "signature": {
          "alg": "ed25519",
          "sig": "1154f8b11367555b2bdb311d54ab4b0471f45e20be1c6b58ca955f037b46d7f8c7b6a133ab9cc1303ae0d39dd5d41fcb030a29338152388ce76195028767e80e"
        }
      },
      "receipt_sha256": "d61de29c8c712a6520c9b3f49e0170784e0839e03da99d5e5bcca79313ddb856"
    },
    {
      "storm_id": "225545",
      "lat": 39.0689,
      "lon": -89.8222,
      "motion_east": 7.8,
      "motion_south": 1.1,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 371.0,
      "ebshear": 20.0,
      "srh01": 128.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 128.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.8304
        },
        {
          "name": "alignment",
          "value": 0.8591
        },
        {
          "name": "tau",
          "value": 0.783
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3343
      },
      "coherence_score": 0.783046543598175,
      "coherence_diagnostics": {
        "tau": 0.783046543598175,
        "grad_tau": 0.1372472643852234,
        "torsion": 0.0,
        "alignment": 0.8591110706329346,
        "S_field": 0.25474661588668823,
        "Gamma_field": 0.6323970556259155,
        "S_over_Gamma": 0.40282702445983887,
        "Da": 37.260379791259766,
        "E_coh": 0.23602741956710815,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.84,
              39.1
            ],
            [
              -89.79,
              39.1
            ],
            [
              -89.79,
              39.07
            ],
            [
              -89.78,
              39.06
            ],
            [
              -89.82,
              39.03
            ],
            [
              -89.84,
              39.03
            ],
            [
              -89.85,
              39.04
            ],
            [
              -89.85,
              39.09
            ],
            [
              -89.84,
              39.1
            ]
          ]
        ]
      },
      "raw_probability": 0.3343,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "c1a95e9b98e2c12ec3dfd607ad7f50c26816ca1f01631dc55dd9cb35d68cfe33",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.3343,
        "probability": 0.003212,
        "confidence_lo": 0.003116,
        "confidence_hi": 0.003212,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b88fc0a20e0f8e30e51536cd281e4ac0e92dd8be6c031bca622128048876ba68",
        "signature": {
          "alg": "ed25519",
          "sig": "824689a12aa7145305539e86cde3f6277f6090603abbe9235b33aebb06ff16c2c351ce5539cd929581ef2144fc20598f92aecc78fcbaf278efb280db57799405"
        }
      },
      "receipt_sha256": "b88fc0a20e0f8e30e51536cd281e4ac0e92dd8be6c031bca622128048876ba68"
    },
    {
      "storm_id": "225374",
      "lat": 42.8911,
      "lon": -90.2169,
      "motion_east": 5.3,
      "motion_south": -8.0,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 49.0,
      "ebshear": 23.0,
      "srh01": 82.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 82.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.5804
        },
        {
          "name": "alignment",
          "value": -0.1961
        },
        {
          "name": "tau",
          "value": 1.0022
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3311
      },
      "coherence_score": 1.0022456645965576,
      "coherence_diagnostics": {
        "tau": 1.0022456645965576,
        "grad_tau": 0.13174404203891754,
        "torsion": 0.0,
        "alignment": -0.19611024856567383,
        "S_field": 0.31915897130966187,
        "Gamma_field": 0.1757303923368454,
        "S_over_Gamma": 1.8161853551864624,
        "Da": 11.692599296569824,
        "E_coh": 0.35165196657180786,
        "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": [
          [
            [
              -90.25,
              43.01
            ],
            [
              -90.21,
              43.01
            ],
            [
              -90.2,
              43.0
            ],
            [
              -90.18,
              43.01
            ],
            [
              -90.17,
              42.99
            ],
            [
              -90.15,
              42.98
            ],
            [
              -90.12,
              42.94
            ],
            [
              -90.12,
              42.91
            ],
            [
              -90.11,
              42.9
            ],
            [
              -90.12,
              42.89
            ],
            [
              -90.12,
              42.86
            ],
            [
              -90.13,
              42.85
            ],
            [
              -90.13,
              42.78
            ],
            [
              -90.12,
              42.77
            ],
            [
              -90.12,
              42.75
            ],
            [
              -90.15,
              42.72
            ],
            [
              -90.2,
              42.72
            ],
            [
              -90.21,
              42.74
            ],
            [
              -90.21,
              42.79
            ],
            [
              -90.22,
              42.8
            ],
            [
              -90.22,
              42.82
            ],
            [
              -90.24,
              42.84
            ],
            [
              -90.28,
              42.84
            ],
            [
              -90.29,
              42.85
            ],
            [
              -90.32,
              42.85
            ],
            [
              -90.33,
              42.86
            ],
            [
              -90.33,
              42.9
            ],
            [
              -90.34,
              42.92
            ],
            [
              -90.32,
              42.95
            ],
            [
              -90.32,
              42.98
            ],
            [
              -90.3,
              42.98
            ],
            [
              -90.29,
              42.99
            ],
            [
              -90.27,
              42.98
            ],
            [
              -90.25,
              43.0
            ],
            [
              -90.25,
              43.01
            ]
          ]
        ]
      },
      "raw_probability": 0.3311,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "7168d61d6258bf476f921646d1751d9b1f8e4ae383540ad75e0aaa26229c9c97",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.3311,
        "probability": 0.003212,
        "confidence_lo": 0.003116,
        "confidence_hi": 0.003212,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "506d149ead52239d156531dc41e1e551abfc77f2fb107478cad2eac0da3ac2f6",
        "signature": {
          "alg": "ed25519",
          "sig": "07919980742bfc54e38aa2f9a5e1f39a147571f26075eba557ba04e6a2b10677eaed003b7254f47b4a2eb5f8657cfdb875f409588eb5d993d4ed6a1c9b33a309"
        }
      },
      "receipt_sha256": "506d149ead52239d156531dc41e1e551abfc77f2fb107478cad2eac0da3ac2f6"
    },
    {
      "storm_id": "225544",
      "lat": 42.7571,
      "lon": -90.04,
      "motion_east": 5.6,
      "motion_south": -8.0,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 76.0,
      "ebshear": 26.0,
      "srh01": 73.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 73.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.5804
        },
        {
          "name": "alignment",
          "value": -0.1961
        },
        {
          "name": "tau",
          "value": 1.0022
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3169
      },
      "coherence_score": 1.0022456645965576,
      "coherence_diagnostics": {
        "tau": 1.0022456645965576,
        "grad_tau": 0.13174404203891754,
        "torsion": 0.0,
        "alignment": -0.19611024856567383,
        "S_field": 0.31915897130966187,
        "Gamma_field": 0.1757303923368454,
        "S_over_Gamma": 1.8161853551864624,
        "Da": 11.692599296569824,
        "E_coh": 0.35165196657180786,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.04,
              42.79
            ],
            [
              -90.01,
              42.78
            ],
            [
              -90.01,
              42.73
            ],
            [
              -90.02,
              42.72
            ],
            [
              -90.08,
              42.72
            ],
            [
              -90.08,
              42.77
            ],
            [
              -90.04,
              42.79
            ]
          ]
        ]
      },
      "raw_probability": 0.3169,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "1e8c2823e63a2988a847010ce846977a0ec7d08ec5e784cc417ebac2754d9968",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.3169,
        "probability": 0.003212,
        "confidence_lo": 0.003116,
        "confidence_hi": 0.003212,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d0c3c5447d977a02383681b03dae8ebf61bf99706cd142c7a49327610c2917a4",
        "signature": {
          "alg": "ed25519",
          "sig": "154c32659230f9c5c3b24e19bddd19a1f94dd881360771f3d370f911b7571519ff6d81b6524d079f2497ef12f0b7152325ec9d4ac12c05d0c4d0440edb3daa0e"
        }
      },
      "receipt_sha256": "d0c3c5447d977a02383681b03dae8ebf61bf99706cd142c7a49327610c2917a4"
    },
    {
      "storm_id": "225338",
      "lat": 29.4522,
      "lon": -82.8311,
      "motion_east": 6.6,
      "motion_south": 3.1,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1258.0,
      "ebshear": 20.0,
      "srh01": 65.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.0804
        },
        {
          "name": "alignment",
          "value": -1.7534
        },
        {
          "name": "tau",
          "value": 2.8104
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3072
      },
      "coherence_score": 2.810412883758545,
      "coherence_diagnostics": {
        "tau": 2.810412883758545,
        "grad_tau": 0.2785038948059082,
        "torsion": 0.0,
        "alignment": -1.7534387111663818,
        "S_field": 0.6599807739257812,
        "Gamma_field": 0.26239705085754395,
        "S_over_Gamma": 2.5151989459991455,
        "Da": 17.066431045532227,
        "E_coh": 0.9222315549850464,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.87,
              29.55
            ],
            [
              -82.82,
              29.55
            ],
            [
              -82.8,
              29.54
            ],
            [
              -82.79,
              29.52
            ],
            [
              -82.79,
              29.46
            ],
            [
              -82.8,
              29.45
            ],
            [
              -82.77,
              29.42
            ],
            [
              -82.77,
              29.37
            ],
            [
              -82.78,
              29.35
            ],
            [
              -82.8,
              29.34
            ],
            [
              -82.83,
              29.34
            ],
            [
              -82.85,
              29.35
            ],
            [
              -82.85,
              29.38
            ],
            [
              -82.89,
              29.43
            ],
            [
              -82.9,
              29.5
            ],
            [
              -82.89,
              29.51
            ],
            [
              -82.89,
              29.53
            ],
            [
              -82.87,
              29.55
            ]
          ]
        ]
      },
      "raw_probability": 0.3072,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "1488b750d869f674fce88b9a313162431a7c2473603dd03fb6ca026ff608f841",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.3072,
        "probability": 0.003212,
        "confidence_lo": 0.003116,
        "confidence_hi": 0.003212,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9666d1f5f6c6af50ad835b6f2d16816024653a2817b7dcc50c4886029b957ade",
        "signature": {
          "alg": "ed25519",
          "sig": "ebe0c7b66270029a7cd838b0e2b15b4d54934d26587398da27bb3f8ad54f41ef06430768998e50c55e9e80088314cf471dfc43a842177bdd2a4cf8f4c9bbb403"
        }
      },
      "receipt_sha256": "9666d1f5f6c6af50ad835b6f2d16816024653a2817b7dcc50c4886029b957ade"
    },
    {
      "storm_id": "225551",
      "lat": 29.6383,
      "lon": -82.9958,
      "motion_east": 6.4,
      "motion_south": 2.6,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2457.0,
      "ebshear": 16.0,
      "srh01": 65.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.0804
        },
        {
          "name": "alignment",
          "value": -1.7534
        },
        {
          "name": "tau",
          "value": 2.8104
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2789
      },
      "coherence_score": 2.810412883758545,
      "coherence_diagnostics": {
        "tau": 2.810412883758545,
        "grad_tau": 0.2785038948059082,
        "torsion": 0.0,
        "alignment": -1.7534387111663818,
        "S_field": 0.6599807739257812,
        "Gamma_field": 0.26239705085754395,
        "S_over_Gamma": 2.5151989459991455,
        "Da": 17.066431045532227,
        "E_coh": 0.9222315549850464,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.02,
              29.68
            ],
            [
              -82.99,
              29.68
            ],
            [
              -82.97,
              29.67
            ],
            [
              -82.97,
              29.65
            ],
            [
              -82.96,
              29.64
            ],
            [
              -82.96,
              29.6
            ],
            [
              -82.97,
              29.59
            ],
            [
              -83.01,
              29.59
            ],
            [
              -83.03,
              29.61
            ],
            [
              -83.03,
              29.63
            ],
            [
              -83.02,
              29.64
            ],
            [
              -83.02,
              29.68
            ]
          ]
        ]
      },
      "raw_probability": 0.2789,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "87addf952f7054b968a03fbbfa46e8bddb41f592ad30d54b78a6e53117ea59d1",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.2789,
        "probability": 0.002343,
        "confidence_lo": 0.002162,
        "confidence_hi": 0.002343,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "10616c34c7276864da16911763b899a08fd87e89609d2a690de76a79eed7a045",
        "signature": {
          "alg": "ed25519",
          "sig": "3fc5d970e0da83946a7353754d4f2f782ae9fd59fd3db1e609804db216c642337e80c66ab557bbad862b66a9516783dd0a2b04a912d91b2031888f8ede358703"
        }
      },
      "receipt_sha256": "10616c34c7276864da16911763b899a08fd87e89609d2a690de76a79eed7a045"
    },
    {
      "storm_id": "225523",
      "lat": 38.7622,
      "lon": -89.6459,
      "motion_east": 7.8,
      "motion_south": 1.1,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 185.0,
      "ebshear": 15.0,
      "srh01": 86.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 86.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.8304
        },
        {
          "name": "alignment",
          "value": 0.8591
        },
        {
          "name": "tau",
          "value": 0.783
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2465
      },
      "coherence_score": 0.783046543598175,
      "coherence_diagnostics": {
        "tau": 0.783046543598175,
        "grad_tau": 0.1372472643852234,
        "torsion": 0.0,
        "alignment": 0.8591110706329346,
        "S_field": 0.25474661588668823,
        "Gamma_field": 0.6323970556259155,
        "S_over_Gamma": 0.40282702445983887,
        "Da": 37.260379791259766,
        "E_coh": 0.23602741956710815,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.59,
              39.09
            ],
            [
              -89.53,
              39.09
            ],
            [
              -89.5,
              39.07
            ],
            [
              -89.47,
              39.07
            ],
            [
              -89.44,
              39.04
            ],
            [
              -89.43,
              39.04
            ],
            [
              -89.43,
              38.98
            ],
            [
              -89.45,
              38.95
            ],
            [
              -89.45,
              38.93
            ],
            [
              -89.44,
              38.91
            ],
            [
              -89.4,
              38.87
            ],
            [
              -89.37,
              38.86
            ],
            [
              -89.31,
              38.8
            ],
            [
              -89.28,
              38.74
            ],
            [
              -89.28,
              38.67
            ],
            [
              -89.31,
              38.64
            ],
            [
              -89.34,
              38.64
            ],
            [
              -89.35,
              38.65
            ],
            [
              -89.4,
              38.65
            ],
            [
              -89.43,
              38.62
            ],
            [
              -89.44,
              38.59
            ],
            [
              -89.46,
              38.58
            ],
            [
              -89.45,
              38.56
            ],
            [
              -89.46,
              38.55
            ],
            [
              -89.45,
              38.54
            ],
            [
              -89.45,
              38.52
            ],
            [
              -89.46,
              38.51
            ],
            [
              -89.48,
              38.52
            ],
            [
              -89.48,
              38.54
            ],
            [
              -89.47,
              38.55
            ],
            [
              -89.49,
              38.57
            ],
            [
              -89.51,
              38.57
            ],
            [
              -89.52,
              38.56
            ],
            [
              -89.56,
              38.56
            ],
            [
              -89.57,
              38.55
            ],
            [
              -89.65,
              38.55
            ],
            [
              -89.67,
              38.57
            ],
            [
              -89.67,
              38.59
            ],
            [
              -89.69,
              38.61
            ],
            [
              -89.69,
              38.64
            ],
            [
              -89.74,
              38.68
            ],
            [
              -89.8,
              38.68
            ],
            [
              -89.84,
              38.64
            ],
            [
              -89.85,
              38.64
            ],
            [
              -89.86,
              38.63
            ],
            [
              -89.86,
              38.61
            ],
            [
              -89.92,
              38.56
            ],
            [
              -89.94,
              38.56
            ],
            [
              -90.0,
              38.61
            ],
            [
              -90.01,
              38.61
            ],
            [
              -90.01,
              38.62
            ],
            [
              -89.99,
              38.61
            ],
            [
              -89.97,
              38.63
            ],
            [
              -89.97,
              38.64
            ],
            [
              -89.93,
              38.64
            ],
            [
              -89.91,
              38.66
            ],
            [
              -89.91,
              38.68
            ],
            [
              -89.95,
              38.71
            ],
            [
              -89.95,
              38.76
            ],
            [
              -89.85,
              38.75
            ],
            [
              -89.82,
              38.77
            ],
            [
              -89.78,
              38.78
            ],
            [
              -89.76,
              38.8
            ],
            [
              -89.71,
              38.8
            ],
            [
              -89.67,
              38.77
            ],
            [
              -89.65,
              38.77
            ],
            [
              -89.64,
              38.78
            ],
            [
              -89.66,
              38.82
            ],
            [
              -89.64,
              38.9
            ],
            [
              -89.66,
              38.92
            ],
            [
              -89.67,
              38.92
            ],
            [
              -89.71,
              38.88
            ],
            [
              -89.72,
              38.88
            ],
            [
              -89.77,
              38.84
            ],
            [
              -89.82,
              38.86
            ],
            [
              -89.82,
              38.89
            ],
            [
              -89.8,
              38.93
            ],
            [
              -89.76,
              38.97
            ],
            [
              -89.75,
              38.99
            ],
            [
              -89.75,
              39.04
            ],
            [
              -89.74,
              39.06
            ],
            [
              -89.7,
              39.08
            ],
            [
              -89.65,
              39.08
            ],
            [
              -89.64,
              39.07
            ],
            [
              -89.63,
              39.08
            ],
            [
              -89.6,
              39.08
            ],
            [
              -89.59,
              39.09
            ]
          ]
        ]
      },
      "raw_probability": 0.2465,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "bfcaf6d56d36a7254665f61aaaef473313199032912e6f26a4669dc51e493248",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.2465,
        "probability": 0.002265,
        "confidence_lo": 0.002162,
        "confidence_hi": 0.002265,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e900fdd333068aceba14732b61fd69263e21ee64acb5d1c6ad7c38ce8124b1bc",
        "signature": {
          "alg": "ed25519",
          "sig": "a5ecc4633064c5ef37da54e22dbf0524d92d742269c1c70705c37d5726e94272fde2333c222a1447de16b5cf32d1863db410251d5e5bf76a852a0568cf193608"
        }
      },
      "receipt_sha256": "e900fdd333068aceba14732b61fd69263e21ee64acb5d1c6ad7c38ce8124b1bc"
    },
    {
      "storm_id": "225547",
      "lat": 36.753,
      "lon": -89.926,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 347.0,
      "ebshear": 13.0,
      "srh01": 64.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 64.0
        },
        {
          "name": "hrrr_pwat",
          "value": 59.9554
        },
        {
          "name": "alignment",
          "value": -8.9946
        },
        {
          "name": "tau",
          "value": 1.0348
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2343
      },
      "coherence_score": 1.034751534461975,
      "coherence_diagnostics": {
        "tau": 1.034751534461975,
        "grad_tau": 0.2521929144859314,
        "torsion": 0.0,
        "alignment": -8.994630813598633,
        "S_field": 0.40421950817108154,
        "Gamma_field": 0.27156373858451843,
        "S_over_Gamma": 1.4884885549545288,
        "Da": 16.771787643432617,
        "E_coh": 0.2720141112804413,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.95,
              36.79
            ],
            [
              -89.9,
              36.78
            ],
            [
              -89.89,
              36.76
            ],
            [
              -89.89,
              36.73
            ],
            [
              -89.9,
              36.74
            ],
            [
              -89.92,
              36.74
            ],
            [
              -89.94,
              36.72
            ],
            [
              -89.95,
              36.72
            ],
            [
              -89.97,
              36.76
            ],
            [
              -89.95,
              36.79
            ]
          ]
        ]
      },
      "raw_probability": 0.2343,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "439b468a84a1baab74ba30c9a709acac292ab987f425ce04ea0ca847d99212cb",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.2343,
        "probability": 0.002265,
        "confidence_lo": 0.002162,
        "confidence_hi": 0.002265,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8f81d35e9d30bf5a2e7ef286cf1c577ff1264a03b0a307c4b302bf9f20ea96d5",
        "signature": {
          "alg": "ed25519",
          "sig": "af54f0413b9795e4e1e8ba7b472fca14973b903a4379f15515d36e62ee3cd523830e7639abbb566b52f3e7b03925f9fef3b80d61704fce7fbc983fa65d4f4b0a"
        }
      },
      "receipt_sha256": "8f81d35e9d30bf5a2e7ef286cf1c577ff1264a03b0a307c4b302bf9f20ea96d5"
    },
    {
      "storm_id": "225512",
      "lat": 37.0894,
      "lon": -89.7039,
      "motion_east": 4.8,
      "motion_south": 0.2,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 234.0,
      "ebshear": 15.0,
      "srh01": 57.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 57.0
        },
        {
          "name": "hrrr_pwat",
          "value": 59.9554
        },
        {
          "name": "alignment",
          "value": -8.9946
        },
        {
          "name": "tau",
          "value": 1.0348
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2302
      },
      "coherence_score": 1.034751534461975,
      "coherence_diagnostics": {
        "tau": 1.034751534461975,
        "grad_tau": 0.2521929144859314,
        "torsion": 0.0,
        "alignment": -8.994630813598633,
        "S_field": 0.40421950817108154,
        "Gamma_field": 0.27156373858451843,
        "S_over_Gamma": 1.4884885549545288,
        "Da": 16.771787643432617,
        "E_coh": 0.2720141112804413,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.73,
              37.16
            ],
            [
              -89.7,
              37.16
            ],
            [
              -89.68,
              37.15
            ],
            [
              -89.68,
              37.11
            ],
            [
              -89.65,
              37.09
            ],
            [
              -89.63,
              37.05
            ],
            [
              -89.63,
              37.02
            ],
            [
              -89.68,
              37.02
            ],
            [
              -89.68,
              37.04
            ],
            [
              -89.66,
              37.06
            ],
            [
              -89.68,
              37.08
            ],
            [
              -89.72,
              37.06
            ],
            [
              -89.73,
              37.07
            ],
            [
              -89.77,
              37.07
            ],
            [
              -89.78,
              37.08
            ],
            [
              -89.78,
              37.11
            ],
            [
              -89.76,
              37.12
            ],
            [
              -89.73,
              37.16
            ]
          ]
        ]
      },
      "raw_probability": 0.2302,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "8c8950a00dd70504f037ede3c9e73d48d3e795535104973fe84501a473d8dc5c",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.2302,
        "probability": 0.002265,
        "confidence_lo": 0.002162,
        "confidence_hi": 0.002265,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "928b2271c9f4b8bce69edddadb85c913b75d8ad1055cfc3dba1b961a6792e405",
        "signature": {
          "alg": "ed25519",
          "sig": "be20e29cd11882be54a89b1e6d696f4c7a25678a0a37f2fc501e00068634d17a3580ef21032647102741dd3a634df0b92c1ac6659a4f4d74acbbd7ad24e80e06"
        }
      },
      "receipt_sha256": "928b2271c9f4b8bce69edddadb85c913b75d8ad1055cfc3dba1b961a6792e405"
    },
    {
      "storm_id": "225447",
      "lat": 28.9357,
      "lon": -83.2417,
      "motion_east": 5.8,
      "motion_south": 2.4,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3560.0,
      "ebshear": 35.0,
      "srh01": 67.0,
      "maxllaz": 0.002,
      "mesh": 0.12,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 67.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.9554
        },
        {
          "name": "alignment",
          "value": -0.7228
        },
        {
          "name": "tau",
          "value": 2.5481
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2216
      },
      "coherence_score": 2.5480856895446777,
      "coherence_diagnostics": {
        "tau": 2.5480856895446777,
        "grad_tau": 0.2400674968957901,
        "torsion": 0.0,
        "alignment": -0.7228397727012634,
        "S_field": 0.5296227931976318,
        "Gamma_field": 0.2448970526456833,
        "S_over_Gamma": 2.1626343727111816,
        "Da": 15.564519882202148,
        "E_coh": 0.922635018825531,
        "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": [
          [
            [
              -83.35,
              29.02
            ],
            [
              -83.31,
              29.0
            ],
            [
              -83.29,
              29.0
            ],
            [
              -83.27,
              28.98
            ],
            [
              -83.23,
              28.97
            ],
            [
              -83.22,
              28.96
            ],
            [
              -83.21,
              28.97
            ],
            [
              -83.16,
              28.97
            ],
            [
              -83.14,
              28.96
            ],
            [
              -83.11,
              28.93
            ],
            [
              -83.1,
              28.89
            ],
            [
              -83.13,
              28.86
            ],
            [
              -83.15,
              28.86
            ],
            [
              -83.16,
              28.85
            ],
            [
              -83.22,
              28.85
            ],
            [
              -83.23,
              28.86
            ],
            [
              -83.25,
              28.86
            ],
            [
              -83.27,
              28.88
            ],
            [
              -83.31,
              28.9
            ],
            [
              -83.36,
              28.95
            ],
            [
              -83.37,
              28.97
            ],
            [
              -83.37,
              29.01
            ],
            [
              -83.35,
              29.02
            ]
          ]
        ]
      },
      "raw_probability": 0.2216,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "c8101837a1b62871730dbe9f0c18da173261c6c9577237b3e4d9a76b5484ef5b",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.2216,
        "probability": 0.001973,
        "confidence_lo": 0.001945,
        "confidence_hi": 0.001973,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fea87ab83bdcfebfcb97561df07daf3d0f47f19f41911def6352b5ff328d98b4",
        "signature": {
          "alg": "ed25519",
          "sig": "19d1b10889ac54927dc1bc5fd9ad6ec914d518058157b6b95308e524584512a8a93893c30e12ebafe85efb880f1196c1d41a8c3ef987ef2cd4392ee7b7d64f07"
        }
      },
      "receipt_sha256": "fea87ab83bdcfebfcb97561df07daf3d0f47f19f41911def6352b5ff328d98b4"
    },
    {
      "storm_id": "225418",
      "lat": 37.3533,
      "lon": -89.6989,
      "motion_east": 6.7,
      "motion_south": 0.1,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 183.0,
      "ebshear": 13.0,
      "srh01": 57.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 57.0
        },
        {
          "name": "hrrr_pwat",
          "value": 65.8304
        },
        {
          "name": "alignment",
          "value": 1.4689
        },
        {
          "name": "tau",
          "value": 0.7195
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.21
      },
      "coherence_score": 0.7195236086845398,
      "coherence_diagnostics": {
        "tau": 0.7195236086845398,
        "grad_tau": 0.1744523048400879,
        "torsion": 0.0,
        "alignment": 1.4689357280731201,
        "S_field": 0.2746845781803131,
        "Gamma_field": 0.8973971009254456,
        "S_over_Gamma": 0.3060903251171112,
        "Da": 57.54049301147461,
        "E_coh": 0.4121367931365967,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.71,
              37.39
            ],
            [
              -89.67,
              37.39
            ],
            [
              -89.66,
              37.38
            ],
            [
              -89.67,
              37.32
            ],
            [
              -89.69,
              37.31
            ],
            [
              -89.72,
              37.31
            ],
            [
              -89.73,
              37.32
            ],
            [
              -89.73,
              37.37
            ],
            [
              -89.71,
              37.39
            ]
          ]
        ]
      },
      "raw_probability": 0.21,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "f59d9f22208c008b09e6c6896611c5051034d7fcad408f465649ff9c0e7f4eed",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.21,
        "probability": 0.001973,
        "confidence_lo": 0.001945,
        "confidence_hi": 0.001973,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d616a6b400e1c4e33f0c86015105861feacd9c85eb3cde85c711a300e0e15059",
        "signature": {
          "alg": "ed25519",
          "sig": "dc8f4de9a8952654102a795d2c85b76f0ecdb28c7788ae285a036200cc6aec9e8b72300998761deb2dc94dfd5e49879eeb16504de63ff36c5a8fa1cb7914d905"
        }
      },
      "receipt_sha256": "d616a6b400e1c4e33f0c86015105861feacd9c85eb3cde85c711a300e0e15059"
    },
    {
      "storm_id": "225411",
      "lat": 44.334,
      "lon": -93.32,
      "motion_east": 3.9,
      "motion_south": -6.0,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 72.0,
      "ebshear": 30.0,
      "srh01": 64.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 64.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.4554
        },
        {
          "name": "alignment",
          "value": 8.3317
        },
        {
          "name": "tau",
          "value": 0.7051
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1954
      },
      "coherence_score": 0.7050674557685852,
      "coherence_diagnostics": {
        "tau": 0.7050674557685852,
        "grad_tau": 0.10481679439544678,
        "torsion": 0.0,
        "alignment": 8.33171558380127,
        "S_field": 0.27374327182769775,
        "Gamma_field": 0.4907304048538208,
        "S_over_Gamma": 0.5578282475471497,
        "Da": 27.692882537841797,
        "E_coh": 0.547549843788147,
        "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,
              44.45
            ],
            [
              -93.26,
              44.45
            ],
            [
              -93.24,
              44.43
            ],
            [
              -93.24,
              44.39
            ],
            [
              -93.26,
              44.38
            ],
            [
              -93.28,
              44.33
            ],
            [
              -93.3,
              44.32
            ],
            [
              -93.3,
              44.3
            ],
            [
              -93.27,
              44.25
            ],
            [
              -93.27,
              44.21
            ],
            [
              -93.3,
              44.19
            ],
            [
              -93.33,
              44.19
            ],
            [
              -93.35,
              44.21
            ],
            [
              -93.35,
              44.27
            ],
            [
              -93.33,
              44.28
            ],
            [
              -93.36,
              44.31
            ],
            [
              -93.38,
              44.31
            ],
            [
              -93.39,
              44.32
            ],
            [
              -93.4,
              44.34
            ],
            [
              -93.4,
              44.37
            ],
            [
              -93.38,
              44.39
            ],
            [
              -93.36,
              44.39
            ],
            [
              -93.34,
              44.41
            ],
            [
              -93.33,
              44.41
            ],
            [
              -93.29,
              44.45
            ]
          ]
        ]
      },
      "raw_probability": 0.1954,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "f05c645b6e1b0c78d6ffc316e13ccb0098a348bb7a3a35716b415b7573f5fe5b",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.1954,
        "probability": 0.001973,
        "confidence_lo": 0.001945,
        "confidence_hi": 0.001973,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7c5596cf2aaf4b7448367e1d155bc285768f3f4fb5a5e768b7434d9105dfd5dd",
        "signature": {
          "alg": "ed25519",
          "sig": "74f1922da4e94423ef5bd436277174a5715175618fa90a2316c1af38687a5865469fd3f8f64984f85df5bcb7165a8035796cc57f37c363586b9023e60aa87705"
        }
      },
      "receipt_sha256": "7c5596cf2aaf4b7448367e1d155bc285768f3f4fb5a5e768b7434d9105dfd5dd"
    },
    {
      "storm_id": "225387",
      "lat": 29.1024,
      "lon": -83.546,
      "motion_east": 6.2,
      "motion_south": 1.8,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3620.0,
      "ebshear": 29.0,
      "srh01": 38.0,
      "maxllaz": 0.003,
      "mesh": 0.26,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.9554
        },
        {
          "name": "alignment",
          "value": -0.7228
        },
        {
          "name": "tau",
          "value": 2.5481
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.193
      },
      "coherence_score": 2.5480856895446777,
      "coherence_diagnostics": {
        "tau": 2.5480856895446777,
        "grad_tau": 0.2400674968957901,
        "torsion": 0.0,
        "alignment": -0.7228397727012634,
        "S_field": 0.5296227931976318,
        "Gamma_field": 0.2448970526456833,
        "S_over_Gamma": 2.1626343727111816,
        "Da": 15.564519882202148,
        "E_coh": 0.922635018825531,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.45,
              29.16
            ],
            [
              -83.42,
              29.16
            ],
            [
              -83.41,
              29.15
            ],
            [
              -83.42,
              29.09
            ],
            [
              -83.44,
              29.08
            ],
            [
              -83.45,
              29.05
            ],
            [
              -83.48,
              29.02
            ],
            [
              -83.5,
              29.02
            ],
            [
              -83.51,
              29.01
            ],
            [
              -83.56,
              29.01
            ],
            [
              -83.61,
              29.05
            ],
            [
              -83.61,
              29.07
            ],
            [
              -83.64,
              29.11
            ],
            [
              -83.67,
              29.11
            ],
            [
              -83.68,
              29.12
            ],
            [
              -83.68,
              29.14
            ],
            [
              -83.67,
              29.15
            ],
            [
              -83.63,
              29.15
            ],
            [
              -83.61,
              29.13
            ],
            [
              -83.58,
              29.13
            ],
            [
              -83.57,
              29.12
            ],
            [
              -83.56,
              29.13
            ],
            [
              -83.54,
              29.12
            ],
            [
              -83.51,
              29.12
            ],
            [
              -83.45,
              29.16
            ]
          ]
        ]
      },
      "raw_probability": 0.193,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "80c44bcbcf0e3f51af3fa5e1f7e06437eccc9db4b2d33d01c5ad6ee6097ba36a",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.193,
        "probability": 0.001973,
        "confidence_lo": 0.001945,
        "confidence_hi": 0.001973,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6f38eb1900cb01f23b513fba3b67dda5b93b24d011a4d80a53deb998b4606a13",
        "signature": {
          "alg": "ed25519",
          "sig": "485a37b45f9b89452eacedbc51105067b8510bede6762edecadabb5cf975d0879d3fe6e6f2ecef5d122f6d99af93b2e3c09ce6f7e4f34738ff621c26e6af430b"
        }
      },
      "receipt_sha256": "6f38eb1900cb01f23b513fba3b67dda5b93b24d011a4d80a53deb998b4606a13"
    },
    {
      "storm_id": "224681",
      "lat": 29.723,
      "lon": -83.3495,
      "motion_east": 6.5,
      "motion_south": 1.8,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3101.0,
      "ebshear": 15.0,
      "srh01": 54.0,
      "maxllaz": 0.003,
      "mesh": 0.38,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 54.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.0804
        },
        {
          "name": "alignment",
          "value": -1.7534
        },
        {
          "name": "tau",
          "value": 2.8104
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1866
      },
      "coherence_score": 2.810412883758545,
      "coherence_diagnostics": {
        "tau": 2.810412883758545,
        "grad_tau": 0.2785038948059082,
        "torsion": 0.0,
        "alignment": -1.7534387111663818,
        "S_field": 0.6599807739257812,
        "Gamma_field": 0.26239705085754395,
        "S_over_Gamma": 2.5151989459991455,
        "Da": 17.066431045532227,
        "E_coh": 0.9222315549850464,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.39,
              29.84
            ],
            [
              -83.36,
              29.83
            ],
            [
              -83.34,
              29.78
            ],
            [
              -83.26,
              29.7
            ],
            [
              -83.22,
              29.69
            ],
            [
              -83.21,
              29.67
            ],
            [
              -83.21,
              29.63
            ],
            [
              -83.23,
              29.61
            ],
            [
              -83.29,
              29.61
            ],
            [
              -83.33,
              29.63
            ],
            [
              -83.35,
              29.65
            ],
            [
              -83.37,
              29.65
            ],
            [
              -83.39,
              29.67
            ],
            [
              -83.43,
              29.69
            ],
            [
              -83.47,
              29.73
            ],
            [
              -83.47,
              29.78
            ],
            [
              -83.44,
              29.81
            ],
            [
              -83.44,
              29.82
            ],
            [
              -83.4,
              29.83
            ],
            [
              -83.39,
              29.84
            ]
          ]
        ]
      },
      "raw_probability": 0.1866,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "0950cd2d6074799aa74249cdab285bbb39bc03059ab9edb32430c93cde3da9e8",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.1866,
        "probability": 0.001973,
        "confidence_lo": 0.001945,
        "confidence_hi": 0.001973,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "77ccac8d250c30d863e8f2167a8eb014c6059f43c375f7c7d84cd9f62d592208",
        "signature": {
          "alg": "ed25519",
          "sig": "56a7a389e39a590ce744b65589cf48f0b3e89b8718662f3f9a70699010c69de4268de255215aa3cf60dce86e0455b936d80fde3cfa5629d4c3d040fa0e79880e"
        }
      },
      "receipt_sha256": "77ccac8d250c30d863e8f2167a8eb014c6059f43c375f7c7d84cd9f62d592208"
    },
    {
      "storm_id": "225550",
      "lat": 29.8975,
      "lon": -87.8225,
      "motion_east": 8.4,
      "motion_south": -1.0,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4072.0,
      "ebshear": 19.0,
      "srh01": 44.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.9554
        },
        {
          "name": "alignment",
          "value": 1.23
        },
        {
          "name": "tau",
          "value": 2.3953
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1741
      },
      "coherence_score": 2.3953020572662354,
      "coherence_diagnostics": {
        "tau": 2.3953020572662354,
        "grad_tau": 0.1588689088821411,
        "torsion": 0.0,
        "alignment": 1.229979395866394,
        "S_field": 0.4751840829849243,
        "Gamma_field": 0.24239705502986908,
        "S_over_Gamma": 1.960354208946228,
        "Da": 15.062199592590332,
        "E_coh": 0.8812749981880188,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.81,
              29.93
            ],
            [
              -87.79,
              29.93
            ],
            [
              -87.79,
              29.86
            ],
            [
              -87.84,
              29.86
            ],
            [
              -87.85,
              29.87
            ],
            [
              -87.85,
              29.89
            ],
            [
              -87.84,
              29.91
            ],
            [
              -87.81,
              29.93
            ]
          ]
        ]
      },
      "raw_probability": 0.1741,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "e750780169f901dd6d350b07da68c2d92ee171a88d209549816405595d082abf",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.1741,
        "probability": 0.001973,
        "confidence_lo": 0.001945,
        "confidence_hi": 0.001973,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "535497760f3b20218964fcf1b91fa62ae1263e67965d62de7681a73a885c71d2",
        "signature": {
          "alg": "ed25519",
          "sig": "fe12907adaa61e3d7d0b61d1af5e23147d99030adc0fd3ead4b42f9d4036c95f716b1fdab2b111dba300bd525b95fcf615ff6f296e3f1fe3572f522a1b5d1e0d"
        }
      },
      "receipt_sha256": "535497760f3b20218964fcf1b91fa62ae1263e67965d62de7681a73a885c71d2"
    },
    {
      "storm_id": "225268",
      "lat": 40.18,
      "lon": -89.4081,
      "motion_east": 6.9,
      "motion_south": -7.0,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 114.0,
      "ebshear": 13.0,
      "srh01": 49.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.3304
        },
        {
          "name": "alignment",
          "value": 1.2779
        },
        {
          "name": "tau",
          "value": 0.9878
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1738
      },
      "coherence_score": 0.9877720475196838,
      "coherence_diagnostics": {
        "tau": 0.9877720475196838,
        "grad_tau": 0.08168244361877441,
        "torsion": 0.0,
        "alignment": 1.2778774499893188,
        "S_field": 0.23613515496253967,
        "Gamma_field": 0.20656372606754303,
        "S_over_Gamma": 1.1431589126586914,
        "Da": 12.85735034942627,
        "E_coh": 0.48252564668655396,
        "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": [
          [
            [
              -89.4,
              40.33
            ],
            [
              -89.37,
              40.32
            ],
            [
              -89.35,
              40.3
            ],
            [
              -89.35,
              40.27
            ],
            [
              -89.34,
              40.25
            ],
            [
              -89.37,
              40.2
            ],
            [
              -89.36,
              40.18
            ],
            [
              -89.4,
              40.1
            ],
            [
              -89.39,
              40.08
            ],
            [
              -89.39,
              40.04
            ],
            [
              -89.41,
              40.02
            ],
            [
              -89.45,
              40.02
            ],
            [
              -89.47,
              40.04
            ],
            [
              -89.48,
              40.07
            ],
            [
              -89.46,
              40.11
            ],
            [
              -89.44,
              40.13
            ],
            [
              -89.44,
              40.19
            ],
            [
              -89.43,
              40.2
            ],
            [
              -89.43,
              40.29
            ],
            [
              -89.44,
              40.31
            ],
            [
              -89.4,
              40.33
            ]
          ]
        ]
      },
      "raw_probability": 0.1738,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "2b0451feefb28032f1e1971752041436e4bbe19510728566a13619b4e497ec4c",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.1738,
        "probability": 0.001973,
        "confidence_lo": 0.001945,
        "confidence_hi": 0.001973,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "28943cf316566b301128348a005872ea413b3de5a73a7b666b4c0217c362265c",
        "signature": {
          "alg": "ed25519",
          "sig": "d06a2818133ef366d3b707d44c9f3eb1c4f6e5e1d7676a92b1271b4d07b81aa5e8592e7aee8c9f866963146dd4584930553d8f0f5a3b4ac410c35a39296c6e02"
        }
      },
      "receipt_sha256": "28943cf316566b301128348a005872ea413b3de5a73a7b666b4c0217c362265c"
    },
    {
      "storm_id": "225209",
      "lat": 29.9205,
      "lon": -87.5726,
      "motion_east": 8.6,
      "motion_south": -1.0,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3940.0,
      "ebshear": 19.0,
      "srh01": 34.0,
      "maxllaz": 0.002,
      "mesh": 0.5,
      "flash_rate": 11.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.9554
        },
        {
          "name": "alignment",
          "value": 1.23
        },
        {
          "name": "tau",
          "value": 2.3953
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1693
      },
      "coherence_score": 2.3953020572662354,
      "coherence_diagnostics": {
        "tau": 2.3953020572662354,
        "grad_tau": 0.1588689088821411,
        "torsion": 0.0,
        "alignment": 1.229979395866394,
        "S_field": 0.4751840829849243,
        "Gamma_field": 0.24239705502986908,
        "S_over_Gamma": 1.960354208946228,
        "Da": 15.062199592590332,
        "E_coh": 0.8812749981880188,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.54,
              30.0
            ],
            [
              -87.53,
              29.98
            ],
            [
              -87.45,
              29.98
            ],
            [
              -87.45,
              29.96
            ],
            [
              -87.46,
              29.95
            ],
            [
              -87.46,
              29.91
            ],
            [
              -87.49,
              29.88
            ],
            [
              -87.53,
              29.88
            ],
            [
              -87.54,
              29.87
            ],
            [
              -87.61,
              29.86
            ],
            [
              -87.63,
              29.84
            ],
            [
              -87.7,
              29.84
            ],
            [
              -87.71,
              29.85
            ],
            [
              -87.71,
              29.9
            ],
            [
              -87.7,
              29.91
            ],
            [
              -87.66,
              29.92
            ],
            [
              -87.6,
              29.98
            ],
            [
              -87.57,
              29.98
            ],
            [
              -87.54,
              30.0
            ]
          ]
        ]
      },
      "raw_probability": 0.1693,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "532deb31da034e45914938772b3ddeae7c3aee87e376163f5d4c12df4c785d34",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.1693,
        "probability": 0.001973,
        "confidence_lo": 0.001945,
        "confidence_hi": 0.001973,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "be99fde6dff6e0998cfa701c695706718b8d13d1994e3e54aac5595e6dae8a48",
        "signature": {
          "alg": "ed25519",
          "sig": "fd058d5810f8961dcda3950674bc8be7fd7da1e3a7d81221fb4f41437e67333bccf6cf2e6a20e67f365851e46f87279f240f312721ddabad09d332ff41bafd09"
        }
      },
      "receipt_sha256": "be99fde6dff6e0998cfa701c695706718b8d13d1994e3e54aac5595e6dae8a48"
    },
    {
      "storm_id": "225494",
      "lat": 29.9327,
      "lon": -88.0013,
      "motion_east": 7.1,
      "motion_south": 0.0,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4243.0,
      "ebshear": 19.0,
      "srh01": 41.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.9554
        },
        {
          "name": "alignment",
          "value": 1.23
        },
        {
          "name": "tau",
          "value": 2.3953
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1601
      },
      "coherence_score": 2.3953020572662354,
      "coherence_diagnostics": {
        "tau": 2.3953020572662354,
        "grad_tau": 0.1588689088821411,
        "torsion": 0.0,
        "alignment": 1.229979395866394,
        "S_field": 0.4751840829849243,
        "Gamma_field": 0.24239705502986908,
        "S_over_Gamma": 1.960354208946228,
        "Da": 15.062199592590332,
        "E_coh": 0.8812749981880188,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.96,
              29.98
            ],
            [
              -87.93,
              29.96
            ],
            [
              -87.95,
              29.94
            ],
            [
              -87.96,
              29.9
            ],
            [
              -87.99,
              29.87
            ],
            [
              -88.02,
              29.87
            ],
            [
              -88.04,
              29.89
            ],
            [
              -88.04,
              29.91
            ],
            [
              -88.05,
              29.92
            ],
            [
              -88.04,
              29.93
            ],
            [
              -88.05,
              29.94
            ],
            [
              -88.04,
              29.96
            ],
            [
              -88.02,
              29.97
            ],
            [
              -87.97,
              29.97
            ],
            [
              -87.96,
              29.98
            ]
          ]
        ]
      },
      "raw_probability": 0.1601,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "e829cfd514aa5a592ca850ef846fd84d417aff6aa00e1022896592dfcf758184",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.1601,
        "probability": 0.001973,
        "confidence_lo": 0.001945,
        "confidence_hi": 0.001973,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5ba7ded51b9aa901d08b18183e89b2eb1eb080fdcdf89ed9d9536bf05d84d185",
        "signature": {
          "alg": "ed25519",
          "sig": "29e804b2b72c595337b7a27762078159c427ae8fd9dd0f4543c64c93082ab9c496a0452eb16e6e7cf34ed30836b93b288458b095f688e9b192b904e0dd6ca602"
        }
      },
      "receipt_sha256": "5ba7ded51b9aa901d08b18183e89b2eb1eb080fdcdf89ed9d9536bf05d84d185"
    },
    {
      "storm_id": "225434",
      "lat": 44.0607,
      "lon": -93.3536,
      "motion_east": 3.7,
      "motion_south": -4.0,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 67.0,
      "ebshear": 21.0,
      "srh01": 74.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 74.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.4554
        },
        {
          "name": "alignment",
          "value": 8.3317
        },
        {
          "name": "tau",
          "value": 0.7051
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.148
      },
      "coherence_score": 0.7050674557685852,
      "coherence_diagnostics": {
        "tau": 0.7050674557685852,
        "grad_tau": 0.10481679439544678,
        "torsion": 0.0,
        "alignment": 8.33171558380127,
        "S_field": 0.27374327182769775,
        "Gamma_field": 0.4907304048538208,
        "S_over_Gamma": 0.5578282475471497,
        "Da": 27.692882537841797,
        "E_coh": 0.547549843788147,
        "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": [
          [
            [
              -93.37,
              44.11
            ],
            [
              -93.33,
              44.11
            ],
            [
              -93.32,
              44.1
            ],
            [
              -93.3,
              44.06
            ],
            [
              -93.3,
              44.01
            ],
            [
              -93.31,
              44.0
            ],
            [
              -93.35,
              44.0
            ],
            [
              -93.37,
              44.01
            ],
            [
              -93.37,
              44.02
            ],
            [
              -93.39,
              44.04
            ],
            [
              -93.39,
              44.08
            ],
            [
              -93.4,
              44.1
            ],
            [
              -93.38,
              44.1
            ],
            [
              -93.37,
              44.11
            ]
          ]
        ]
      },
      "raw_probability": 0.148,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "28fd3b4b0b76d45c4a781298e1dd978d03d1d3266c5d4a424e9e7af8c158b117",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.148,
        "probability": 0.001973,
        "confidence_lo": 0.001945,
        "confidence_hi": 0.001973,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "91331a06289ca537dc6a4a6a11dfbb58eb1312d79aaab1a300c85811e426358a",
        "signature": {
          "alg": "ed25519",
          "sig": "ace79bdf0147d5e4e23cbbc87f1d8bf4bf29aba9c6b26f5648ce3083772f49c41db53a9b5acdc6cffecb4f63b1759cd738f733e772921ee593224c09d202800a"
        }
      },
      "receipt_sha256": "91331a06289ca537dc6a4a6a11dfbb58eb1312d79aaab1a300c85811e426358a"
    },
    {
      "storm_id": "225452",
      "lat": 44.9674,
      "lon": -93.5017,
      "motion_east": 2.2,
      "motion_south": -6.0,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 40.0,
      "ebshear": 25.0,
      "srh01": 78.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 78.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.8304
        },
        {
          "name": "alignment",
          "value": 1.1789
        },
        {
          "name": "tau",
          "value": 0.6045
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1251
      },
      "coherence_score": 0.604543924331665,
      "coherence_diagnostics": {
        "tau": 0.604543924331665,
        "grad_tau": 0.08672086894512177,
        "torsion": 0.0,
        "alignment": 1.1788792610168457,
        "S_field": 0.1359677016735077,
        "Gamma_field": 0.38323041796684265,
        "S_over_Gamma": 0.35479360818862915,
        "Da": 22.690683364868164,
        "E_coh": 0.06355342268943787,
        "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": [
          [
            [
              -93.36,
              45.04
            ],
            [
              -93.31,
              45.04
            ],
            [
              -93.31,
              45.0
            ],
            [
              -93.29,
              44.99
            ],
            [
              -93.3,
              44.96
            ],
            [
              -93.4,
              44.96
            ],
            [
              -93.44,
              44.93
            ],
            [
              -93.48,
              44.93
            ],
            [
              -93.49,
              44.92
            ],
            [
              -93.53,
              44.92
            ],
            [
              -93.54,
              44.91
            ],
            [
              -93.62,
              44.91
            ],
            [
              -93.66,
              44.89
            ],
            [
              -93.71,
              44.89
            ],
            [
              -93.71,
              44.93
            ],
            [
              -93.7,
              44.95
            ],
            [
              -93.66,
              44.99
            ],
            [
              -93.65,
              44.99
            ],
            [
              -93.61,
              45.02
            ],
            [
              -93.5,
              45.02
            ],
            [
              -93.49,
              45.01
            ],
            [
              -93.42,
              45.01
            ],
            [
              -93.36,
              45.04
            ]
          ]
        ]
      },
      "raw_probability": 0.1251,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "7914851cdd345d81d5f276d6e88486e11197ecf55195b2d92d142193c486d66e",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.1251,
        "probability": 0.001973,
        "confidence_lo": 0.001945,
        "confidence_hi": 0.001973,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dd744f7937814af4b955ece4d39f0790c46a739b922cc2c1ad1cf9824919d030",
        "signature": {
          "alg": "ed25519",
          "sig": "60833204a54ffaa224c1ef38d37dcc1d3b48826381a154ca812a7047f7084a2c9f18788b4cc76f61f63f00cd086c0c6a46c1527944d07c3f2df91d8c0c1b7100"
        }
      },
      "receipt_sha256": "dd744f7937814af4b955ece4d39f0790c46a739b922cc2c1ad1cf9824919d030"
    },
    {
      "storm_id": "225219",
      "lat": 36.8642,
      "lon": -89.5392,
      "motion_east": 3.6,
      "motion_south": 0.2,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 116.0,
      "ebshear": 14.0,
      "srh01": 56.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 56.0
        },
        {
          "name": "hrrr_pwat",
          "value": 59.9554
        },
        {
          "name": "alignment",
          "value": -8.9946
        },
        {
          "name": "tau",
          "value": 1.0348
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1133
      },
      "coherence_score": 1.034751534461975,
      "coherence_diagnostics": {
        "tau": 1.034751534461975,
        "grad_tau": 0.2521929144859314,
        "torsion": 0.0,
        "alignment": -8.994630813598633,
        "S_field": 0.40421950817108154,
        "Gamma_field": 0.27156373858451843,
        "S_over_Gamma": 1.4884885549545288,
        "Da": 16.771787643432617,
        "E_coh": 0.2720141112804413,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.55,
              36.92
            ],
            [
              -89.54,
              36.92
            ],
            [
              -89.51,
              36.89
            ],
            [
              -89.5,
              36.87
            ],
            [
              -89.51,
              36.86
            ],
            [
              -89.5,
              36.85
            ],
            [
              -89.52,
              36.82
            ],
            [
              -89.54,
              36.81
            ],
            [
              -89.58,
              36.81
            ],
            [
              -89.58,
              36.84
            ],
            [
              -89.59,
              36.86
            ],
            [
              -89.55,
              36.92
            ]
          ]
        ]
      },
      "raw_probability": 0.1133,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "e83b3fb523c382597fb115f28f8fd5046ee55df2385d3ab77d63e4136490e2d6",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.1133,
        "probability": 0.001973,
        "confidence_lo": 0.001945,
        "confidence_hi": 0.001973,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6fd3e1c9ad0b9c36d88ddb131fb30905aa085d12c1add2b05b81210b02208300",
        "signature": {
          "alg": "ed25519",
          "sig": "04dcfae9a5584afd516e8ba7b8048dbb405e0b5c2ebdb158754ed6992dfd8cae4431384f3d8425671e59f3b7f4c4a26c12eca99220a2733a683631652e90f70e"
        }
      },
      "receipt_sha256": "6fd3e1c9ad0b9c36d88ddb131fb30905aa085d12c1add2b05b81210b02208300"
    },
    {
      "storm_id": "225540",
      "lat": 48.624,
      "lon": -105.8693,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 292.0,
      "ebshear": 33.0,
      "srh01": 180.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 180.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.3304
        },
        {
          "name": "alignment",
          "value": 1.2979
        },
        {
          "name": "tau",
          "value": 0.1531
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1069
      },
      "coherence_score": 0.15305158495903015,
      "coherence_diagnostics": {
        "tau": 0.15305158495903015,
        "grad_tau": 0.12035375088453293,
        "torsion": 0.0,
        "alignment": 1.297912836074829,
        "S_field": 0.10187003016471863,
        "Gamma_field": 0.16573038697242737,
        "S_over_Gamma": 0.6146731972694397,
        "Da": 9.969720840454102,
        "E_coh": 0.4102235734462738,
        "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": [
          [
            [
              -105.87,
              48.66
            ],
            [
              -105.85,
              48.66
            ],
            [
              -105.84,
              48.65
            ],
            [
              -105.86,
              48.63
            ],
            [
              -105.84,
              48.61
            ],
            [
              -105.84,
              48.59
            ],
            [
              -105.85,
              48.58
            ],
            [
              -105.88,
              48.58
            ],
            [
              -105.9,
              48.59
            ],
            [
              -105.9,
              48.6
            ],
            [
              -105.88,
              48.62
            ],
            [
              -105.88,
              48.63
            ],
            [
              -105.9,
              48.65
            ],
            [
              -105.88,
              48.65
            ],
            [
              -105.87,
              48.66
            ]
          ]
        ]
      },
      "raw_probability": 0.1069,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "24d252653e3beddd31ef00b28f180449ba9edcde5a6e11c8442c08c57ad3b32e",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.1069,
        "probability": 0.001397,
        "confidence_lo": 0.001295,
        "confidence_hi": 0.001397,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a41baf5fd11c75fecc353f8e3217e7a353a30f883cf70a146d9b169c59cf4ab4",
        "signature": {
          "alg": "ed25519",
          "sig": "fe875c47b00c1a0dfb30296ae13d7aefa4d5971cf492e5b2e733f3e0c11de11e1d4b7910e9e128ea5f6ffca99fed814f9d17f09d71c70660c4216d2823bb5f02"
        }
      },
      "receipt_sha256": "a41baf5fd11c75fecc353f8e3217e7a353a30f883cf70a146d9b169c59cf4ab4"
    },
    {
      "storm_id": "225504",
      "lat": 48.4143,
      "lon": -105.5214,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 263.0,
      "ebshear": 30.0,
      "srh01": 130.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 130.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.3304
        },
        {
          "name": "alignment",
          "value": 1.2979
        },
        {
          "name": "tau",
          "value": 0.1531
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1017
      },
      "coherence_score": 0.15305158495903015,
      "coherence_diagnostics": {
        "tau": 0.15305158495903015,
        "grad_tau": 0.12035375088453293,
        "torsion": 0.0,
        "alignment": 1.297912836074829,
        "S_field": 0.10187003016471863,
        "Gamma_field": 0.16573038697242737,
        "S_over_Gamma": 0.6146731972694397,
        "Da": 9.969720840454102,
        "E_coh": 0.4102235734462738,
        "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": [
          [
            [
              -105.53,
              48.44
            ],
            [
              -105.49,
              48.43
            ],
            [
              -105.49,
              48.4
            ],
            [
              -105.51,
              48.38
            ],
            [
              -105.55,
              48.38
            ],
            [
              -105.55,
              48.43
            ],
            [
              -105.53,
              48.44
            ]
          ]
        ]
      },
      "raw_probability": 0.1017,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "c90f475a7a5f702cba5ff7cadec28be112dd2e05f3abdbdf6c71563132ae1289",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.1017,
        "probability": 0.001397,
        "confidence_lo": 0.001295,
        "confidence_hi": 0.001397,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "484994aeeec268daff4cbdd31552345229675554feb8dcaaffcf870cfd24c8ec",
        "signature": {
          "alg": "ed25519",
          "sig": "6c1b8001b734848bb7bf9542360a7cc8c809e66e0b9730daac68a58e3852aed9861ff7c9d18d48f15841c9e933f4a17647033fc03e94b46d7d88ca406065f601"
        }
      },
      "receipt_sha256": "484994aeeec268daff4cbdd31552345229675554feb8dcaaffcf870cfd24c8ec"
    },
    {
      "storm_id": "225496",
      "lat": 49.3478,
      "lon": -104.7478,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 414.0,
      "ebshear": 24.0,
      "srh01": 84.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 84.0
        },
        {
          "name": "hrrr_pwat",
          "value": 16.4554
        },
        {
          "name": "alignment",
          "value": 1.1706
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1005
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.13161753118038177,
        "torsion": 0.0,
        "alignment": 1.1705894470214844,
        "S_field": 0.11060819774866104,
        "Gamma_field": 0.2565637230873108,
        "S_over_Gamma": 0.43111392855644226,
        "Da": 15.164521217346191,
        "E_coh": 0.39368578791618347,
        "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": [
          [
            [
              -104.77,
              49.38
            ],
            [
              -104.72,
              49.38
            ],
            [
              -104.71,
              49.37
            ],
            [
              -104.71,
              49.32
            ],
            [
              -104.73,
              49.31
            ],
            [
              -104.76,
              49.31
            ],
            [
              -104.78,
              49.32
            ],
            [
              -104.78,
              49.36
            ],
            [
              -104.77,
              49.38
            ]
          ]
        ]
      },
      "raw_probability": 0.1005,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "b49e6049bade90bcb32885550fc559ef32a19a5af0adb7f761fb6dc4cf9839d4",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.1005,
        "probability": 0.001397,
        "confidence_lo": 0.001295,
        "confidence_hi": 0.001397,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2998418b8762d2cafa27888fa7c79805ef60ca58c9c91147d03b918fd74927e3",
        "signature": {
          "alg": "ed25519",
          "sig": "ede46be50bc24bb2c275b45d2a5e5a0468178bf453b173f713ffd183b6c3808a6b8bcdfaae30aa550e0c922e17fd7edc3682ecc3c3f2cd208a6bcd4d99eb9b0a"
        }
      },
      "receipt_sha256": "2998418b8762d2cafa27888fa7c79805ef60ca58c9c91147d03b918fd74927e3"
    },
    {
      "storm_id": "225528",
      "lat": 26.77,
      "lon": -77.087,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3423.0,
      "ebshear": 25.0,
      "srh01": 42.0,
      "maxllaz": 0.0,
      "mesh": 0.38,
      "flash_rate": 20.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.5804
        },
        {
          "name": "alignment",
          "value": 2.2402
        },
        {
          "name": "tau",
          "value": 2.0438
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0918
      },
      "coherence_score": 2.0437779426574707,
      "coherence_diagnostics": {
        "tau": 2.0437779426574707,
        "grad_tau": 0.7484565377235413,
        "torsion": 0.0,
        "alignment": 2.240198850631714,
        "S_field": 0.6224612593650818,
        "Gamma_field": 0.35489705204963684,
        "S_over_Gamma": 1.7539206743240356,
        "Da": 22.008075714111328,
        "E_coh": 0.9064992070198059,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.12,
              26.82
            ],
            [
              -77.06,
              26.82
            ],
            [
              -77.04,
              26.8
            ],
            [
              -77.03,
              26.76
            ],
            [
              -77.05,
              26.72
            ],
            [
              -77.07,
              26.71
            ],
            [
              -77.1,
              26.71
            ],
            [
              -77.14,
              26.75
            ],
            [
              -77.14,
              26.79
            ],
            [
              -77.12,
              26.82
            ]
          ]
        ]
      },
      "raw_probability": 0.0918,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "8ddb4fb658c65183e73bc08cb9b44429e99967d753d1189aab4df8bf0c8b0a58",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.0918,
        "probability": 0.001353,
        "confidence_lo": 0.001295,
        "confidence_hi": 0.001353,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "aa7d753cc5ae41b5c84f983a8110e2799f3d53a7ff2dd3898a43d287e3a0cb34",
        "signature": {
          "alg": "ed25519",
          "sig": "3accdea285f0ddc647a3f58c9d77fc3ecbdc52f60d968d060570f31490d10eb0d7dc3b0656fbe151866a0b83e68a825f6605f265cab67b68ab6c452e80ea3600"
        }
      },
      "receipt_sha256": "aa7d753cc5ae41b5c84f983a8110e2799f3d53a7ff2dd3898a43d287e3a0cb34"
    },
    {
      "storm_id": "225495",
      "lat": 50.14,
      "lon": -104.918,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 277.0,
      "ebshear": 30.0,
      "srh01": 75.0,
      "maxllaz": 0.007,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 75.0
        },
        {
          "name": "hrrr_pwat",
          "value": 16.4554
        },
        {
          "name": "alignment",
          "value": 1.1706
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0905
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.13161753118038177,
        "torsion": 0.0,
        "alignment": 1.1705894470214844,
        "S_field": 0.11060819774866104,
        "Gamma_field": 0.2565637230873108,
        "S_over_Gamma": 0.43111392855644226,
        "Da": 15.164521217346191,
        "E_coh": 0.39368578791618347,
        "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": [
          [
            [
              -104.99,
              50.17
            ],
            [
              -104.89,
              50.17
            ],
            [
              -104.88,
              50.16
            ],
            [
              -104.86,
              50.16
            ],
            [
              -104.84,
              50.15
            ],
            [
              -104.85,
              50.1
            ],
            [
              -104.94,
              50.1
            ],
            [
              -104.95,
              50.11
            ],
            [
              -104.99,
              50.11
            ],
            [
              -104.99,
              50.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0905,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "477a4c2f24f78a1916f8038e4c1b13a2962beb30647be0ecb83a3bd0131dad1e",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.0905,
        "probability": 0.001353,
        "confidence_lo": 0.001295,
        "confidence_hi": 0.001353,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "edf6b04b5a63b5712f84d2587ed05a52e8ef0dc388696c52f4425eda22f2600a",
        "signature": {
          "alg": "ed25519",
          "sig": "a6cf439b8d52914956371842a809550d2c32cf47b0d3f2df7f4935a50b4df9e8a85e12329c55fe2f86d4dbe3accbf44985a9e8f8d0ced1915c64d52c3a287907"
        }
      },
      "receipt_sha256": "edf6b04b5a63b5712f84d2587ed05a52e8ef0dc388696c52f4425eda22f2600a"
    },
    {
      "storm_id": "225403",
      "lat": 34.8944,
      "lon": -96.3222,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1456.0,
      "ebshear": 27.0,
      "srh01": 76.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 76.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.9554
        },
        {
          "name": "alignment",
          "value": 0.0352
        },
        {
          "name": "tau",
          "value": 0.2014
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0848
      },
      "coherence_score": 0.20141497254371643,
      "coherence_diagnostics": {
        "tau": 0.20141497254371643,
        "grad_tau": 0.04602571949362755,
        "torsion": 0.0,
        "alignment": 0.035180091857910156,
        "S_field": 0.23234742879867554,
        "Gamma_field": 1.5023969411849976,
        "S_over_Gamma": 0.15465116500854492,
        "Da": 97.83673858642578,
        "E_coh": 0.2189478874206543,
        "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": [
          [
            [
              -96.33,
              34.93
            ],
            [
              -96.31,
              34.93
            ],
            [
              -96.28,
              34.91
            ],
            [
              -96.28,
              34.87
            ],
            [
              -96.31,
              34.85
            ],
            [
              -96.34,
              34.85
            ],
            [
              -96.36,
              34.87
            ],
            [
              -96.36,
              34.91
            ],
            [
              -96.33,
              34.93
            ]
          ]
        ]
      },
      "raw_probability": 0.0848,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "d36c3cee5492775cf1cb6513e0479de5199451da51d2aef5d50a651aa19cff20",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.0848,
        "probability": 0.001101,
        "confidence_lo": 0.000798,
        "confidence_hi": 0.001101,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "006402be6599d4badf5ae5d44858bf5f48c21d458bf0ffca8b19200e9f56fc73",
        "signature": {
          "alg": "ed25519",
          "sig": "62efabf5b1fd68cfa4f80a0c6c7f339b1e81b94c03c81298e4a1975a57957bfadd5bf23f03bfba19a6fcbfac80313e47051db6e8e4e78409f982222370a3c30c"
        }
      },
      "receipt_sha256": "006402be6599d4badf5ae5d44858bf5f48c21d458bf0ffca8b19200e9f56fc73"
    },
    {
      "storm_id": "225450",
      "lat": 48.2214,
      "lon": -104.9864,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 233.0,
      "ebshear": 28.0,
      "srh01": 73.0,
      "maxllaz": 0.001,
      "mesh": 0.03,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 73.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.4554
        },
        {
          "name": "alignment",
          "value": 1.9729
        },
        {
          "name": "tau",
          "value": 0.1316
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0838
      },
      "coherence_score": 0.13161753118038177,
      "coherence_diagnostics": {
        "tau": 0.13161753118038177,
        "grad_tau": 0.11065955460071564,
        "torsion": 0.0,
        "alignment": 1.9729394912719727,
        "S_field": 0.08277451992034912,
        "Gamma_field": 0.23906372487545013,
        "S_over_Gamma": 0.34624457359313965,
        "Da": 14.484389305114746,
        "E_coh": 0.37316271662712097,
        "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": [
          [
            [
              -104.94,
              48.26
            ],
            [
              -104.9,
              48.24
            ],
            [
              -104.9,
              48.2
            ],
            [
              -104.91,
              48.19
            ],
            [
              -104.93,
              48.18
            ],
            [
              -105.04,
              48.18
            ],
            [
              -105.05,
              48.19
            ],
            [
              -105.07,
              48.19
            ],
            [
              -105.07,
              48.23
            ],
            [
              -105.06,
              48.24
            ],
            [
              -105.03,
              48.24
            ],
            [
              -105.02,
              48.25
            ],
            [
              -104.95,
              48.25
            ],
            [
              -104.94,
              48.26
            ]
          ]
        ]
      },
      "raw_probability": 0.0838,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "336114713d10e3480819a5887bafe28916a710a409c6c03fc9c02dcd6d91a6f0",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.0838,
        "probability": 0.001101,
        "confidence_lo": 0.000798,
        "confidence_hi": 0.001101,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2025fee625a85f900023c3f5b83896ad878adafa8a89a2754328689ce6a1be72",
        "signature": {
          "alg": "ed25519",
          "sig": "30e9c48159fdce5f3911c75470a819d1cadcd6d65ae433e8184c9fc06e3d6219a66d721f0fcd33132eea74342e2a0a5294502de3d7c12a6faeb8c7def1d0ee08"
        }
      },
      "receipt_sha256": "2025fee625a85f900023c3f5b83896ad878adafa8a89a2754328689ce6a1be72"
    },
    {
      "storm_id": "225303",
      "lat": 43.886,
      "lon": -90.558,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 57.0,
      "ebshear": 21.0,
      "srh01": 14.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.5804
        },
        {
          "name": "alignment",
          "value": 3.5125
        },
        {
          "name": "tau",
          "value": 0.6926
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0803
      },
      "coherence_score": 0.6925524473190308,
      "coherence_diagnostics": {
        "tau": 0.6925524473190308,
        "grad_tau": 0.17156009376049042,
        "torsion": 0.0,
        "alignment": 3.5124869346618652,
        "S_field": 0.19266775250434875,
        "Gamma_field": 0.5740637183189392,
        "S_over_Gamma": 0.33562085032463074,
        "Da": 34.05447769165039,
        "E_coh": 0.8305749893188477,
        "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": [
          [
            [
              -90.59,
              43.93
            ],
            [
              -90.54,
              43.93
            ],
            [
              -90.5,
              43.9
            ],
            [
              -90.49,
              43.9
            ],
            [
              -90.51,
              43.85
            ],
            [
              -90.53,
              43.83
            ],
            [
              -90.59,
              43.83
            ],
            [
              -90.62,
              43.85
            ],
            [
              -90.62,
              43.91
            ],
            [
              -90.59,
              43.93
            ]
          ]
        ]
      },
      "raw_probability": 0.0803,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "7ef25b84eca3b57f2a3b1f68a4cded1d114478503ae4b442fd0fc3719ad70b34",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.0803,
        "probability": 0.001004,
        "confidence_lo": 0.000798,
        "confidence_hi": 0.001004,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "229d8468cd493df7047264477f26d7a72b41238a76724048c65df738248d458b",
        "signature": {
          "alg": "ed25519",
          "sig": "039e1cb2fe376cc011b6b000cb9b2e1b5168ee7fbc4745afff908e0fa39b57c87f007e2c95a21460099a40e980dc34fd63744f2f025eda6ed8fd27c882928c07"
        }
      },
      "receipt_sha256": "229d8468cd493df7047264477f26d7a72b41238a76724048c65df738248d458b"
    },
    {
      "storm_id": "225469",
      "lat": 50.8123,
      "lon": -104.6162,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 7.0,
      "ebshear": 10.0,
      "srh01": 74.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 74.0
        },
        {
          "name": "hrrr_pwat",
          "value": 16.4554
        },
        {
          "name": "alignment",
          "value": 1.1706
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0736
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.13161753118038177,
        "torsion": 0.0,
        "alignment": 1.1705894470214844,
        "S_field": 0.11060819774866104,
        "Gamma_field": 0.2565637230873108,
        "S_over_Gamma": 0.43111392855644226,
        "Da": 15.164521217346191,
        "E_coh": 0.39368578791618347,
        "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": [
          [
            [
              -104.61,
              50.85
            ],
            [
              -104.57,
              50.85
            ],
            [
              -104.57,
              50.83
            ],
            [
              -104.56,
              50.82
            ],
            [
              -104.58,
              50.78
            ],
            [
              -104.6,
              50.77
            ],
            [
              -104.63,
              50.77
            ],
            [
              -104.64,
              50.76
            ],
            [
              -104.68,
              50.77
            ],
            [
              -104.68,
              50.83
            ],
            [
              -104.66,
              50.84
            ],
            [
              -104.62,
              50.84
            ],
            [
              -104.61,
              50.85
            ]
          ]
        ]
      },
      "raw_probability": 0.0736,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "5fe659395eae322590ebab12f25e4bcb7f5ed623e472296b3080bc02e959214d",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.0736,
        "probability": 0.000833,
        "confidence_lo": 0.000798,
        "confidence_hi": 0.000833,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e990ab31f43dc0500a8330c0098ea144051f5e97b5c4eb21d6a55291f4060009",
        "signature": {
          "alg": "ed25519",
          "sig": "2e1c5c95e0cdcc42362bd4ad0207a1927d6a465b45bc5a367e5d8e2db92b8137889bf21cb2717208cc2d53d25fa66481dbcfc2d036f76d37faaf93250b204308"
        }
      },
      "receipt_sha256": "e990ab31f43dc0500a8330c0098ea144051f5e97b5c4eb21d6a55291f4060009"
    },
    {
      "storm_id": "225343",
      "lat": 42.5623,
      "lon": -72.6723,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 755.0,
      "ebshear": 19.0,
      "srh01": 43.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.0804
        },
        {
          "name": "alignment",
          "value": -0.605
        },
        {
          "name": "tau",
          "value": 0.7794
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0732
      },
      "coherence_score": 0.7794106602668762,
      "coherence_diagnostics": {
        "tau": 0.7794106602668762,
        "grad_tau": 0.04874870181083679,
        "torsion": 0.0,
        "alignment": -0.6050465106964111,
        "S_field": 0.44137394428253174,
        "Gamma_field": 0.2290637195110321,
        "S_over_Gamma": 1.9268609285354614,
        "Da": 13.878207206726074,
        "E_coh": 0.5869211554527283,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.68,
              42.64
            ],
            [
              -72.61,
              42.64
            ],
            [
              -72.61,
              42.63
            ],
            [
              -72.63,
              42.61
            ],
            [
              -72.63,
              42.59
            ],
            [
              -72.62,
              42.58
            ],
            [
              -72.6,
              42.58
            ],
            [
              -72.58,
              42.56
            ],
            [
              -72.57,
              42.5
            ],
            [
              -72.59,
              42.49
            ],
            [
              -72.63,
              42.49
            ],
            [
              -72.67,
              42.52
            ],
            [
              -72.69,
              42.52
            ],
            [
              -72.7,
              42.53
            ],
            [
              -72.71,
              42.51
            ],
            [
              -72.72,
              42.52
            ],
            [
              -72.73,
              42.51
            ],
            [
              -72.74,
              42.52
            ],
            [
              -72.76,
              42.56
            ],
            [
              -72.75,
              42.55
            ],
            [
              -72.73,
              42.55
            ],
            [
              -72.71,
              42.57
            ],
            [
              -72.72,
              42.59
            ],
            [
              -72.71,
              42.6
            ],
            [
              -72.71,
              42.62
            ],
            [
              -72.68,
              42.64
            ]
          ]
        ]
      },
      "raw_probability": 0.0732,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "d8ce04d6a41fe41c82861b37e2efd838749d9f4bf7a1fd28414203213f7d06c0",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.0732,
        "probability": 0.000833,
        "confidence_lo": 0.000798,
        "confidence_hi": 0.000833,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7f6bd15867e64dc4cc099eabcb42ca9b89a6bf556727fbc1d3794010f65722f8",
        "signature": {
          "alg": "ed25519",
          "sig": "74ecf5342488d6b21a4e7444b0742f5db19bf3c4bb37bced03c42a92e11de94ba3df3db1e21bf628d103bbc2f9b824418731ad6be2b9af46c10911ac41e36d09"
        }
      },
      "receipt_sha256": "7f6bd15867e64dc4cc099eabcb42ca9b89a6bf556727fbc1d3794010f65722f8"
    },
    {
      "storm_id": "225350",
      "lat": 49.5111,
      "lon": -104.6967,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 443.0,
      "ebshear": 28.0,
      "srh01": 59.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 59.0
        },
        {
          "name": "hrrr_pwat",
          "value": 16.4554
        },
        {
          "name": "alignment",
          "value": 1.1706
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0695
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.13161753118038177,
        "torsion": 0.0,
        "alignment": 1.1705894470214844,
        "S_field": 0.11060819774866104,
        "Gamma_field": 0.2565637230873108,
        "S_over_Gamma": 0.43111392855644226,
        "Da": 15.164521217346191,
        "E_coh": 0.39368578791618347,
        "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": [
          [
            [
              -104.7,
              49.55
            ],
            [
              -104.66,
              49.54
            ],
            [
              -104.65,
              49.53
            ],
            [
              -104.65,
              49.49
            ],
            [
              -104.69,
              49.46
            ],
            [
              -104.73,
              49.46
            ],
            [
              -104.75,
              49.5
            ],
            [
              -104.74,
              49.52
            ],
            [
              -104.7,
              49.55
            ]
          ]
        ]
      },
      "raw_probability": 0.0695,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "7efbcf01c88f8d81fac20f31673120dab9511ddbd3258ecf9e023068f3f104fb",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.0695,
        "probability": 0.000833,
        "confidence_lo": 0.000798,
        "confidence_hi": 0.000833,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "729416ca2cea004d9a5d95b114e5cf7fffaf129f53038baa3a9dcecd7ad1d829",
        "signature": {
          "alg": "ed25519",
          "sig": "f4d72e8b4ee10e0a47ff956287ef73744468e33776e803698a6c4d8498e36c857c4822e885eb324786fb4a2c5128411dbf36f840047eec3f4de966ef8fe2a10a"
        }
      },
      "receipt_sha256": "729416ca2cea004d9a5d95b114e5cf7fffaf129f53038baa3a9dcecd7ad1d829"
    },
    {
      "storm_id": "225281",
      "lat": 29.2906,
      "lon": -83.6651,
      "motion_east": 6.7,
      "motion_south": 1.8,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3545.0,
      "ebshear": 19.0,
      "srh01": 7.0,
      "maxllaz": 0.002,
      "mesh": 0.26,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.5804
        },
        {
          "name": "alignment",
          "value": -1.9931
        },
        {
          "name": "tau",
          "value": 2.3468
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0645
      },
      "coherence_score": 2.3467979431152344,
      "coherence_diagnostics": {
        "tau": 2.3467979431152344,
        "grad_tau": 0.18569216132164001,
        "torsion": 0.0,
        "alignment": -1.9930884838104248,
        "S_field": 0.26724398136138916,
        "Gamma_field": 0.4240637421607971,
        "S_over_Gamma": 0.6301976442337036,
        "Da": 26.52204132080078,
        "E_coh": 0.7492507696151733,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.52,
              29.46
            ],
            [
              -83.48,
              29.46
            ],
            [
              -83.46,
              29.44
            ],
            [
              -83.46,
              29.41
            ],
            [
              -83.49,
              29.38
            ],
            [
              -83.51,
              29.38
            ],
            [
              -83.55,
              29.35
            ],
            [
              -83.56,
              29.35
            ],
            [
              -83.57,
              29.33
            ],
            [
              -83.59,
              29.32
            ],
            [
              -83.59,
              29.31
            ],
            [
              -83.64,
              29.3
            ],
            [
              -83.71,
              29.22
            ],
            [
              -83.73,
              29.17
            ],
            [
              -83.78,
              29.12
            ],
            [
              -83.8,
              29.12
            ],
            [
              -83.81,
              29.11
            ],
            [
              -83.85,
              29.11
            ],
            [
              -83.86,
              29.1
            ],
            [
              -83.88,
              29.11
            ],
            [
              -83.88,
              29.13
            ],
            [
              -83.86,
              29.15
            ],
            [
              -83.85,
              29.19
            ],
            [
              -83.78,
              29.28
            ],
            [
              -83.76,
              29.28
            ],
            [
              -83.74,
              29.3
            ],
            [
              -83.72,
              29.3
            ],
            [
              -83.71,
              29.31
            ],
            [
              -83.67,
              29.31
            ],
            [
              -83.63,
              29.35
            ],
            [
              -83.62,
              29.35
            ],
            [
              -83.58,
              29.39
            ],
            [
              -83.57,
              29.39
            ],
            [
              -83.55,
              29.43
            ],
            [
              -83.52,
              29.46
            ]
          ]
        ]
      },
      "raw_probability": 0.0645,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "b5030ef219b78370b6cdc64089f4a0464ded614deb2840f8f4375e2dbddc2da6",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.0645,
        "probability": 0.000833,
        "confidence_lo": 0.000798,
        "confidence_hi": 0.000833,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "04abdd918f2621a47ff08a0c7235d5f80ea17ae076c3742a0516c8ea8fcdcf89",
        "signature": {
          "alg": "ed25519",
          "sig": "87d3eeda441541ab85cf2f6a647e2ceeda5fa5e1cf1ef65e34cc72ba62ae5a207868b251b59080a33790b6d4fa010c2ff29bb4ded9fd7c34eff750a9f34fef0b"
        }
      },
      "receipt_sha256": "04abdd918f2621a47ff08a0c7235d5f80ea17ae076c3742a0516c8ea8fcdcf89"
    },
    {
      "storm_id": "225539",
      "lat": 49.4071,
      "lon": -104.5321,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 407.0,
      "ebshear": 24.0,
      "srh01": 49.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 16.4554
        },
        {
          "name": "alignment",
          "value": 1.1706
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0643
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.13161753118038177,
        "torsion": 0.0,
        "alignment": 1.1705894470214844,
        "S_field": 0.11060819774866104,
        "Gamma_field": 0.2565637230873108,
        "S_over_Gamma": 0.43111392855644226,
        "Da": 15.164521217346191,
        "E_coh": 0.39368578791618347,
        "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": [
          [
            [
              -104.57,
              49.44
            ],
            [
              -104.53,
              49.44
            ],
            [
              -104.53,
              49.43
            ],
            [
              -104.49,
              49.4
            ],
            [
              -104.49,
              49.37
            ],
            [
              -104.5,
              49.36
            ],
            [
              -104.51,
              49.37
            ],
            [
              -104.54,
              49.37
            ],
            [
              -104.55,
              49.39
            ],
            [
              -104.53,
              49.41
            ],
            [
              -104.53,
              49.42
            ],
            [
              -104.54,
              49.43
            ],
            [
              -104.57,
              49.43
            ],
            [
              -104.57,
              49.44
            ]
          ]
        ]
      },
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "8394d16d465269ba1e85453b01123334c591b73226651d29d40dc7231684426e",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.0643,
        "probability": 0.000833,
        "confidence_lo": 0.000798,
        "confidence_hi": 0.000833,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7b83e96b59a1a2ab47581ca1d76061bd41860316ecb69060bf461fac0ab02a59",
        "signature": {
          "alg": "ed25519",
          "sig": "7ccb4f5bdb5f94ad2ae89a8011b83aa9badf90d8149a6c68090c92f09f23d4219c0da72fdaa23cfd75f377ec2754e4c48458c3cac9090a6a7fc848c01c910602"
        }
      },
      "receipt_sha256": "7b83e96b59a1a2ab47581ca1d76061bd41860316ecb69060bf461fac0ab02a59"
    },
    {
      "storm_id": "225542",
      "lat": 44.6318,
      "lon": -93.1764,
      "motion_east": 3.4,
      "motion_south": -3.0,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 42.0,
      "ebshear": 21.0,
      "srh01": 58.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 58.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.8304
        },
        {
          "name": "alignment",
          "value": 1.1789
        },
        {
          "name": "tau",
          "value": 0.6045
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0638
      },
      "coherence_score": 0.604543924331665,
      "coherence_diagnostics": {
        "tau": 0.604543924331665,
        "grad_tau": 0.08672086894512177,
        "torsion": 0.0,
        "alignment": 1.1788792610168457,
        "S_field": 0.1359677016735077,
        "Gamma_field": 0.38323041796684265,
        "S_over_Gamma": 0.35479360818862915,
        "Da": 22.690683364868164,
        "E_coh": 0.06355342268943787,
        "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": [
          [
            [
              -93.17,
              44.69
            ],
            [
              -93.12,
              44.69
            ],
            [
              -93.12,
              44.66
            ],
            [
              -93.14,
              44.64
            ],
            [
              -93.15,
              44.58
            ],
            [
              -93.19,
              44.56
            ],
            [
              -93.21,
              44.56
            ],
            [
              -93.23,
              44.58
            ],
            [
              -93.23,
              44.63
            ],
            [
              -93.21,
              44.67
            ],
            [
              -93.17,
              44.69
            ]
          ]
        ]
      },
      "raw_probability": 0.0638,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "050a729023091a21b7d601c7bc654dded753b76ea99c0c6283388d1fc7460805",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.0638,
        "probability": 0.000833,
        "confidence_lo": 0.000798,
        "confidence_hi": 0.000833,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8e9bd2666067a50da4c0dad4ae7f47ff412a04c9bd7a6314d5a0ab9ca3079cd2",
        "signature": {
          "alg": "ed25519",
          "sig": "2e0e51036d8c7e99db9d6d2c6b8fa31d23d7d378cc4d069f0861e99ff546de68aac298960a433a1f671a91a3485a0f9f785751d437e7dc4f484d57ededc0da04"
        }
      },
      "receipt_sha256": "8e9bd2666067a50da4c0dad4ae7f47ff412a04c9bd7a6314d5a0ab9ca3079cd2"
    },
    {
      "storm_id": "225446",
      "lat": 34.1262,
      "lon": -98.8838,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 389.0,
      "ebshear": 18.0,
      "srh01": 89.0,
      "maxllaz": 0.012,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 89.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.8304
        },
        {
          "name": "alignment",
          "value": -4.3896
        },
        {
          "name": "tau",
          "value": 0.1756
        },
        {
          "name": "maxllaz",
          "value": 0.012
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0621
      },
      "coherence_score": 0.1755669265985489,
      "coherence_diagnostics": {
        "tau": 0.1755669265985489,
        "grad_tau": 0.04758142679929733,
        "torsion": 0.0,
        "alignment": -4.389589309692383,
        "S_field": 0.13534259796142578,
        "Gamma_field": 1.7557302713394165,
        "S_over_Gamma": 0.07708621025085449,
        "Da": 106.38428497314453,
        "E_coh": 0.2592276334762573,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.91,
              34.16
            ],
            [
              -98.87,
              34.16
            ],
            [
              -98.86,
              34.15
            ],
            [
              -98.86,
              34.1
            ],
            [
              -98.87,
              34.09
            ],
            [
              -98.89,
              34.09
            ],
            [
              -98.9,
              34.1
            ],
            [
              -98.91,
              34.16
            ]
          ]
        ]
      },
      "raw_probability": 0.0621,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "8f786d366bb17f8c4cf9b96024dffd4800056afd815471900e5df8a2db30e851",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.0621,
        "probability": 0.000833,
        "confidence_lo": 0.000798,
        "confidence_hi": 0.000833,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c1e5ab434e91e7ce39d789bf49d19e22ec606e3e715437f6850c062d8ba5ee0e",
        "signature": {
          "alg": "ed25519",
          "sig": "dc87a500b079e518764b1c7d7d73788a2b10e83b8383415ab0f0cd92ba1bf17908c953a2e3d6127b32d0870bfc026c35c45dd114eb101789d6543afe46f2ae02"
        }
      },
      "receipt_sha256": "c1e5ab434e91e7ce39d789bf49d19e22ec606e3e715437f6850c062d8ba5ee0e"
    },
    {
      "storm_id": "225543",
      "lat": 43.1383,
      "lon": -73.8207,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 982.0,
      "ebshear": 29.0,
      "srh01": 61.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 61.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.0804
        },
        {
          "name": "alignment",
          "value": 4.0504
        },
        {
          "name": "tau",
          "value": 0.6968
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.059
      },
      "coherence_score": 0.6967900395393372,
      "coherence_diagnostics": {
        "tau": 0.6967900395393372,
        "grad_tau": 0.0645618662238121,
        "torsion": 0.0,
        "alignment": 4.050442218780518,
        "S_field": 0.2634878158569336,
        "Gamma_field": 0.3032304048538208,
        "S_over_Gamma": 0.8689360022544861,
        "Da": 18.977632522583008,
        "E_coh": 0.3772316873073578,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -73.85,
              43.18
            ],
            [
              -73.84,
              43.18
            ],
            [
              -73.83,
              43.18
            ],
            [
              -73.84,
              43.17
            ],
            [
              -73.83,
              43.16
            ],
            [
              -73.82,
              43.16
            ],
            [
              -73.81,
              43.16
            ],
            [
              -73.8,
              43.16
            ],
            [
              -73.79,
              43.16
            ],
            [
              -73.78,
              43.16
            ],
            [
              -73.77,
              43.16
            ],
            [
              -73.77,
              43.15
            ],
            [
              -73.77,
              43.14
            ],
            [
              -73.77,
              43.13
            ],
            [
              -73.78,
              43.14
            ],
            [
              -73.79,
              43.14
            ],
            [
              -73.78,
              43.15
            ],
            [
              -73.79,
              43.16
            ],
            [
              -73.8,
              43.16
            ],
            [
              -73.81,
              43.16
            ],
            [
              -73.82,
              43.15
            ],
            [
              -73.82,
              43.14
            ],
            [
              -73.83,
              43.13
            ],
            [
              -73.83,
              43.12
            ],
            [
              -73.83,
              43.11
            ],
            [
              -73.83,
              43.1
            ],
            [
              -73.83,
              43.09
            ],
            [
              -73.82,
              43.08
            ],
            [
              -73.83,
              43.08
            ],
            [
              -73.84,
              43.08
            ],
            [
              -73.85,
              43.08
            ],
            [
              -73.85,
              43.09
            ],
            [
              -73.85,
              43.1
            ],
            [
              -73.85,
              43.11
            ],
            [
              -73.85,
              43.12
            ],
            [
              -73.85,
              43.13
            ],
            [
              -73.85,
              43.14
            ],
            [
              -73.85,
              43.15
            ],
            [
              -73.85,
              43.16
            ],
            [
              -73.85,
              43.17
            ],
            [
              -73.85,
              43.18
            ]
          ]
        ]
      },
      "raw_probability": 0.059,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "998db71b2e9ee165ceb1f2c24264e47a8b60d233f222d31e1c8bacb0eb0d2942",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.059,
        "probability": 0.000815,
        "confidence_lo": 0.000798,
        "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": "9a84dffb26a74c388b6a9580f0c481fa0563e6701a282878904ec611d515076e",
        "signature": {
          "alg": "ed25519",
          "sig": "3a660e3f9aa08b680dd03d22a8900fe76b684b739b95da321ce787559236e26f7d3d24f41ceae5c57c0ab2381942173f0db457009bd516a7dbc0d1e851b71c02"
        }
      },
      "receipt_sha256": "9a84dffb26a74c388b6a9580f0c481fa0563e6701a282878904ec611d515076e"
    },
    {
      "storm_id": "225351",
      "lat": 48.7678,
      "lon": -85.1211,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 322.0,
      "ebshear": 22.0,
      "srh01": 17.0,
      "maxllaz": 0.001,
      "mesh": 0.23,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.2054
        },
        {
          "name": "alignment",
          "value": 1.1706
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0581
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.12880583107471466,
        "torsion": 0.0,
        "alignment": 1.1705894470214844,
        "S_field": 0.1262589693069458,
        "Gamma_field": 0.29489707946777344,
        "S_over_Gamma": 0.4281458854675293,
        "Da": 16.7723388671875,
        "E_coh": 0.7014473676681519,
        "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": [
          [
            [
              -85.14,
              48.8
            ],
            [
              -85.1,
              48.8
            ],
            [
              -85.08,
              48.78
            ],
            [
              -85.08,
              48.74
            ],
            [
              -85.09,
              48.73
            ],
            [
              -85.14,
              48.73
            ],
            [
              -85.16,
              48.75
            ],
            [
              -85.16,
              48.78
            ],
            [
              -85.14,
              48.8
            ]
          ]
        ]
      },
      "raw_probability": 0.0581,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "13123cb4f2b3be56d66058b4472a76ceaf3796c449ffb635620a17395c16bcb6",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.0581,
        "probability": 0.000813,
        "confidence_lo": 0.000798,
        "confidence_hi": 0.000813,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5e3134e33f7f826d8ee72fc9619ee5d7c8db4ab8d65adb1a46d78e7038a3dbcf",
        "signature": {
          "alg": "ed25519",
          "sig": "c5546bd6bc643181972f526ac344fe8282edb17043270ba1351540ec41761fbac9020658f62ac750439f334c2ef58a5394264bcbbf2f2616a0073488ccb4570c"
        }
      },
      "receipt_sha256": "5e3134e33f7f826d8ee72fc9619ee5d7c8db4ab8d65adb1a46d78e7038a3dbcf"
    },
    {
      "storm_id": "225408",
      "lat": 48.35,
      "lon": -84.827,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 509.0,
      "ebshear": 16.0,
      "srh01": 5.0,
      "maxllaz": 0.001,
      "mesh": 0.2,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.3304
        },
        {
          "name": "alignment",
          "value": 0.8931
        },
        {
          "name": "tau",
          "value": 0.1288
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0578
      },
      "coherence_score": 0.12880583107471466,
      "coherence_diagnostics": {
        "tau": 0.12880583107471466,
        "grad_tau": 0.08899698406457901,
        "torsion": 0.0,
        "alignment": 0.8930788040161133,
        "S_field": 0.11391644179821014,
        "Gamma_field": 0.2640637159347534,
        "S_over_Gamma": 0.43139755725860596,
        "Da": 15.458646774291992,
        "E_coh": 0.30537667870521545,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.85,
              48.38
            ],
            [
              -84.8,
              48.38
            ],
            [
              -84.79,
              48.37
            ],
            [
              -84.8,
              48.36
            ],
            [
              -84.8,
              48.32
            ],
            [
              -84.81,
              48.31
            ],
            [
              -84.85,
              48.31
            ],
            [
              -84.86,
              48.32
            ],
            [
              -84.86,
              48.37
            ],
            [
              -84.85,
              48.38
            ]
          ]
        ]
      },
      "raw_probability": 0.0578,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "df5cbef70fd1b9fe8558c6efba177d84deb510da431bfc9b0b13694ec3772213",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.0578,
        "probability": 0.000813,
        "confidence_lo": 0.000798,
        "confidence_hi": 0.000813,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "11384353af2e9f071a9b6256bc4dafae3c2576c3034d6c113d09bb6e33acf919",
        "signature": {
          "alg": "ed25519",
          "sig": "a6bebbc9a811aa404ab689bae2f245112b868dcc6f9b72733aff28e949ea60514189e9e9fb0a425dc17d81f647d65571405a3acb4e0fbb3bf7fbc95df2a0880a"
        }
      },
      "receipt_sha256": "11384353af2e9f071a9b6256bc4dafae3c2576c3034d6c113d09bb6e33acf919"
    },
    {
      "storm_id": "225554",
      "lat": 27.748,
      "lon": -85.948,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1546.0,
      "ebshear": 16.0,
      "srh01": 15.0,
      "maxllaz": 0.0,
      "mesh": 0.58,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.0804
        },
        {
          "name": "alignment",
          "value": 0.2065
        },
        {
          "name": "tau",
          "value": 2.368
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0546
      },
      "coherence_score": 2.3680198192596436,
      "coherence_diagnostics": {
        "tau": 2.3680198192596436,
        "grad_tau": 0.21719340980052948,
        "torsion": 0.0,
        "alignment": 0.2065163254737854,
        "S_field": 0.6106138825416565,
        "Gamma_field": 0.2315637320280075,
        "S_over_Gamma": 2.6369149684906006,
        "Da": 13.96811294555664,
        "E_coh": 0.9253316521644592,
        "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": [
          [
            [
              -85.98,
              27.78
            ],
            [
              -85.9,
              27.78
            ],
            [
              -85.9,
              27.7
            ],
            [
              -85.98,
              27.7
            ],
            [
              -85.98,
              27.78
            ]
          ]
        ]
      },
      "raw_probability": 0.0546,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "5dcb291ac831a9b35d07beddaa30609f0986629176a3948ddeed1b3491ec04cf",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.0546,
        "probability": 0.000813,
        "confidence_lo": 0.000798,
        "confidence_hi": 0.000813,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "98cd1c0d6a5c4a7033d346ed22c4a0e419cfc01473fd20e8ca9fd2829cc2bac7",
        "signature": {
          "alg": "ed25519",
          "sig": "8f49df8d25efae612fe0672a280719ba9377d2fb2bcb1413919890743051b1230d4a699c5f7cd6d4530b576513f52f9b7f01417d7ac88bb324db394b50a0ac0d"
        }
      },
      "receipt_sha256": "98cd1c0d6a5c4a7033d346ed22c4a0e419cfc01473fd20e8ca9fd2829cc2bac7"
    },
    {
      "storm_id": "225010",
      "lat": 27.5307,
      "lon": -78.0107,
      "motion_east": 7.2,
      "motion_south": 4.4,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3493.0,
      "ebshear": 21.0,
      "srh01": 14.0,
      "maxllaz": 0.001,
      "mesh": 0.09,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.7054
        },
        {
          "name": "alignment",
          "value": -0.1441
        },
        {
          "name": "tau",
          "value": 2.5256
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0533
      },
      "coherence_score": 2.525578498840332,
      "coherence_diagnostics": {
        "tau": 2.525578498840332,
        "grad_tau": 0.5766498446464539,
        "torsion": 0.0,
        "alignment": -0.14405225217342377,
        "S_field": 0.6078973412513733,
        "Gamma_field": 0.2640637159347534,
        "S_over_Gamma": 2.3020858764648438,
        "Da": 17.512048721313477,
        "E_coh": 0.9720651507377625,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.01,
              27.62
            ],
            [
              -77.97,
              27.61
            ],
            [
              -77.97,
              27.6
            ],
            [
              -77.95,
              27.58
            ],
            [
              -77.95,
              27.56
            ],
            [
              -77.96,
              27.55
            ],
            [
              -77.96,
              27.45
            ],
            [
              -77.99,
              27.43
            ],
            [
              -78.05,
              27.43
            ],
            [
              -78.07,
              27.44
            ],
            [
              -78.08,
              27.46
            ],
            [
              -78.08,
              27.5
            ],
            [
              -78.06,
              27.53
            ],
            [
              -78.05,
              27.58
            ],
            [
              -78.01,
              27.62
            ]
          ]
        ]
      },
      "raw_probability": 0.0533,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "1d5d1ed824b9b8313b4edf60c8bbba2ea8780dd02094d0d656a9ca022811a774",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.0533,
        "probability": 0.000813,
        "confidence_lo": 0.000798,
        "confidence_hi": 0.000813,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "618f716223548eb8aaa67806ecadd14f05bf06c19e337fefc2d9ca5a558f8d18",
        "signature": {
          "alg": "ed25519",
          "sig": "811e8e6a88bdf7907bd025be9f3809f0ee0a98b77de9a1e82dbeb71c6f78c6396599339d6ace97682f67474c87f086bf855e2d6c5a483d78daa4db798f37c102"
        }
      },
      "receipt_sha256": "618f716223548eb8aaa67806ecadd14f05bf06c19e337fefc2d9ca5a558f8d18"
    },
    {
      "storm_id": "225364",
      "lat": 27.5737,
      "lon": -78.2153,
      "motion_east": 7.1,
      "motion_south": 3.0,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3736.0,
      "ebshear": 20.0,
      "srh01": 11.0,
      "maxllaz": 0.001,
      "mesh": 0.13,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.7054
        },
        {
          "name": "alignment",
          "value": -0.1441
        },
        {
          "name": "tau",
          "value": 2.5256
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0533
      },
      "coherence_score": 2.525578498840332,
      "coherence_diagnostics": {
        "tau": 2.525578498840332,
        "grad_tau": 0.5766498446464539,
        "torsion": 0.0,
        "alignment": -0.14405225217342377,
        "S_field": 0.6078973412513733,
        "Gamma_field": 0.2640637159347534,
        "S_over_Gamma": 2.3020858764648438,
        "Da": 17.512048721313477,
        "E_coh": 0.9720651507377625,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.3,
              27.67
            ],
            [
              -78.24,
              27.67
            ],
            [
              -78.21,
              27.64
            ],
            [
              -78.2,
              27.64
            ],
            [
              -78.17,
              27.61
            ],
            [
              -78.16,
              27.57
            ],
            [
              -78.15,
              27.56
            ],
            [
              -78.15,
              27.54
            ],
            [
              -78.13,
              27.53
            ],
            [
              -78.13,
              27.52
            ],
            [
              -78.15,
              27.5
            ],
            [
              -78.16,
              27.5
            ],
            [
              -78.18,
              27.52
            ],
            [
              -78.2,
              27.51
            ],
            [
              -78.23,
              27.53
            ],
            [
              -78.32,
              27.54
            ],
            [
              -78.35,
              27.57
            ],
            [
              -78.36,
              27.61
            ],
            [
              -78.3,
              27.67
            ]
          ]
        ]
      },
      "raw_probability": 0.0533,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "1d5d1ed824b9b8313b4edf60c8bbba2ea8780dd02094d0d656a9ca022811a774",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.0533,
        "probability": 0.000813,
        "confidence_lo": 0.000798,
        "confidence_hi": 0.000813,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "618f716223548eb8aaa67806ecadd14f05bf06c19e337fefc2d9ca5a558f8d18",
        "signature": {
          "alg": "ed25519",
          "sig": "811e8e6a88bdf7907bd025be9f3809f0ee0a98b77de9a1e82dbeb71c6f78c6396599339d6ace97682f67474c87f086bf855e2d6c5a483d78daa4db798f37c102"
        }
      },
      "receipt_sha256": "618f716223548eb8aaa67806ecadd14f05bf06c19e337fefc2d9ca5a558f8d18"
    },
    {
      "storm_id": "225502",
      "lat": 29.3379,
      "lon": -86.9079,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4133.0,
      "ebshear": 15.0,
      "srh01": 15.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.2054
        },
        {
          "name": "alignment",
          "value": -1.5507
        },
        {
          "name": "tau",
          "value": 2.4193
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.053
      },
      "coherence_score": 2.419297695159912,
      "coherence_diagnostics": {
        "tau": 2.419297695159912,
        "grad_tau": 0.08104847371578217,
        "torsion": 0.0,
        "alignment": -1.5506906509399414,
        "S_field": 0.6059615612030029,
        "Gamma_field": 0.2548970580101013,
        "S_over_Gamma": 2.37727952003479,
        "Da": 15.819491386413574,
        "E_coh": 0.9019865989685059,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.94,
              29.39
            ],
            [
              -86.91,
              29.39
            ],
            [
              -86.87,
              29.36
            ],
            [
              -86.86,
              29.36
            ],
            [
              -86.85,
              29.34
            ],
            [
              -86.85,
              29.31
            ],
            [
              -86.86,
              29.29
            ],
            [
              -86.9,
              29.27
            ],
            [
              -86.93,
              29.28
            ],
            [
              -86.94,
              29.31
            ],
            [
              -86.96,
              29.33
            ],
            [
              -86.96,
              29.35
            ],
            [
              -86.94,
              29.36
            ],
            [
              -86.94,
              29.39
            ]
          ]
        ]
      },
      "raw_probability": 0.053,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "c48334b32d898da5b29e13b38daff6715062495a5dfec3bae88676e8cefc2705",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.053,
        "probability": 0.000813,
        "confidence_lo": 0.000798,
        "confidence_hi": 0.000813,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7ad39c3e98c828abe3b82cd49135070ea485b1c050457f8e73c165d304b07326",
        "signature": {
          "alg": "ed25519",
          "sig": "ed8d295b5b29481b8a72722b3d8a5bf1c5e9d1fc5cc738aae93637ce90c6482753d5e62422e6c071c93b4651b1195085481b818d02276231636a409203e44408"
        }
      },
      "receipt_sha256": "7ad39c3e98c828abe3b82cd49135070ea485b1c050457f8e73c165d304b07326"
    },
    {
      "storm_id": "225552",
      "lat": 29.3263,
      "lon": -81.9225,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3208.0,
      "ebshear": 21.0,
      "srh01": 27.0,
      "maxllaz": 0.002,
      "mesh": 0.34,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.7054
        },
        {
          "name": "alignment",
          "value": -0.0123
        },
        {
          "name": "tau",
          "value": 3.0514
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0519
      },
      "coherence_score": 3.051417827606201,
      "coherence_diagnostics": {
        "tau": 3.051417827606201,
        "grad_tau": 0.3199036717414856,
        "torsion": 0.0,
        "alignment": -0.012255817651748657,
        "S_field": 1.0014986991882324,
        "Gamma_field": 0.196563720703125,
        "S_over_Gamma": 5.095033168792725,
        "Da": 13.0265474319458,
        "E_coh": 0.9699240922927856,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.93,
              29.37
            ],
            [
              -81.88,
              29.35
            ],
            [
              -81.88,
              29.3
            ],
            [
              -81.91,
              29.28
            ],
            [
              -81.93,
              29.28
            ],
            [
              -81.95,
              29.32
            ],
            [
              -81.97,
              29.34
            ],
            [
              -81.93,
              29.37
            ]
          ]
        ]
      },
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "7f7e49b657f99149a29bffc015d3ed7edbbefa66d34f1096eacb6f4c32c2a2df",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.0519,
        "probability": 0.000813,
        "confidence_lo": 0.000798,
        "confidence_hi": 0.000813,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "612a0731f96d0fb491ef5db12e2ca9993d9f273faef5f42fb724104a9e31aa4e",
        "signature": {
          "alg": "ed25519",
          "sig": "566d849d9a0416b13270ef93c519ff071761d1f3ffa2e5ac4362cdd8c1fb6afb64e57e5384416e76ea028170220c17ee4d60d59022ad69bc5b5be8126b995d03"
        }
      },
      "receipt_sha256": "612a0731f96d0fb491ef5db12e2ca9993d9f273faef5f42fb724104a9e31aa4e"
    },
    {
      "storm_id": "225549",
      "lat": 31.0769,
      "lon": -75.6969,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2787.0,
      "ebshear": 15.0,
      "srh01": 10.0,
      "maxllaz": 0.0,
      "mesh": 0.15,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.7054
        },
        {
          "name": "alignment",
          "value": 4.2347
        },
        {
          "name": "tau",
          "value": 3.2753
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0516
      },
      "coherence_score": 3.2752559185028076,
      "coherence_diagnostics": {
        "tau": 3.2752559185028076,
        "grad_tau": 0.1728304922580719,
        "torsion": 0.0,
        "alignment": 4.234688758850098,
        "S_field": 0.948408842086792,
        "Gamma_field": 0.2173970490694046,
        "S_over_Gamma": 4.362565517425537,
        "Da": 14.469563484191895,
        "E_coh": 0.9166284203529358,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.71,
              31.13
            ],
            [
              -75.66,
              31.12
            ],
            [
              -75.61,
              31.05
            ],
            [
              -75.61,
              31.04
            ],
            [
              -75.64,
              31.04
            ],
            [
              -75.65,
              31.03
            ],
            [
              -75.74,
              31.03
            ],
            [
              -75.76,
              31.04
            ],
            [
              -75.77,
              31.05
            ],
            [
              -75.74,
              31.1
            ],
            [
              -75.74,
              31.12
            ],
            [
              -75.72,
              31.12
            ],
            [
              -75.71,
              31.13
            ]
          ]
        ]
      },
      "raw_probability": 0.0516,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "8af5e3064b9e4ac1c64146c9e37cfe191d3f7b7bad95d0c19551ac5c91d6e90d",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.0516,
        "probability": 0.000813,
        "confidence_lo": 0.000798,
        "confidence_hi": 0.000813,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8bfb7431751a30500776525db018b4b4ec4ab66ddbd487c46716489c720c0c1b",
        "signature": {
          "alg": "ed25519",
          "sig": "52f964fea9dfa057c3196cebec81763080e4ef62a509d94cac49ceb23a9f210dd20f832a016848ee9347d6f942aec54114d6e609544e92b0865023401781b809"
        }
      },
      "receipt_sha256": "8bfb7431751a30500776525db018b4b4ec4ab66ddbd487c46716489c720c0c1b"
    },
    {
      "storm_id": "225538",
      "lat": 29.477,
      "lon": -87.999,
      "motion_east": 3.8,
      "motion_south": 0.1,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3691.0,
      "ebshear": 16.0,
      "srh01": 15.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.9554
        },
        {
          "name": "alignment",
          "value": 1.23
        },
        {
          "name": "tau",
          "value": 2.3953
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0495
      },
      "coherence_score": 2.3953020572662354,
      "coherence_diagnostics": {
        "tau": 2.3953020572662354,
        "grad_tau": 0.1588689088821411,
        "torsion": 0.0,
        "alignment": 1.229979395866394,
        "S_field": 0.4751840829849243,
        "Gamma_field": 0.24239705502986908,
        "S_over_Gamma": 1.960354208946228,
        "Da": 15.062199592590332,
        "E_coh": 0.8812749981880188,
        "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": [
          [
            [
              -88.02,
              29.51
            ],
            [
              -87.96,
              29.51
            ],
            [
              -87.96,
              29.49
            ],
            [
              -87.99,
              29.47
            ],
            [
              -87.99,
              29.43
            ],
            [
              -88.01,
              29.43
            ],
            [
              -88.0,
              29.44
            ],
            [
              -88.01,
              29.48
            ],
            [
              -88.03,
              29.5
            ],
            [
              -88.02,
              29.51
            ]
          ]
        ]
      },
      "raw_probability": 0.0495,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "bedb74815070dadc5b280be91396d6c103ac91f392edbd7e8ed9569ccbc30298",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.0495,
        "probability": 0.000813,
        "confidence_lo": 0.000798,
        "confidence_hi": 0.000813,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "856d480a7b22246c97c836a60ff0a66952643c02f28216bd593fdd3b9f9a91b6",
        "signature": {
          "alg": "ed25519",
          "sig": "932c204df11aeb4590f63860c9b657685ef97fb4a9355e10fcae2480d55e4efa20cf7519f8f954266161d24a506c65e00b8a8d9aa8a4fa47d7b297cfea40120c"
        }
      },
      "receipt_sha256": "856d480a7b22246c97c836a60ff0a66952643c02f28216bd593fdd3b9f9a91b6"
    },
    {
      "storm_id": "225479",
      "lat": 27.5652,
      "lon": -81.8859,
      "motion_east": 7.6,
      "motion_south": 3.0,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4535.0,
      "ebshear": 14.0,
      "srh01": 11.0,
      "maxllaz": 0.003,
      "mesh": 0.26,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.8304
        },
        {
          "name": "alignment",
          "value": -0.2537
        },
        {
          "name": "tau",
          "value": 2.0884
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0473
      },
      "coherence_score": 2.088379383087158,
      "coherence_diagnostics": {
        "tau": 2.088379383087158,
        "grad_tau": 0.37864190340042114,
        "torsion": 0.0,
        "alignment": -0.2537079155445099,
        "S_field": 0.483817994594574,
        "Gamma_field": 0.25823038816452026,
        "S_over_Gamma": 1.8735904693603516,
        "Da": 16.4754695892334,
        "E_coh": 0.9599816799163818,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.87,
              27.67
            ],
            [
              -81.86,
              27.67
            ],
            [
              -81.85,
              27.67
            ],
            [
              -81.84,
              27.66
            ],
            [
              -81.83,
              27.67
            ],
            [
              -81.82,
              27.67
            ],
            [
              -81.81,
              27.67
            ],
            [
              -81.8,
              27.67
            ],
            [
              -81.79,
              27.67
            ],
            [
              -81.79,
              27.66
            ],
            [
              -81.8,
              27.65
            ],
            [
              -81.79,
              27.64
            ],
            [
              -81.79,
              27.63
            ],
            [
              -81.8,
              27.62
            ],
            [
              -81.79,
              27.61
            ],
            [
              -81.79,
              27.6
            ],
            [
              -81.79,
              27.59
            ],
            [
              -81.8,
              27.58
            ],
            [
              -81.81,
              27.58
            ],
            [
              -81.82,
              27.59
            ],
            [
              -81.83,
              27.59
            ],
            [
              -81.84,
              27.58
            ],
            [
              -81.85,
              27.57
            ],
            [
              -81.85,
              27.56
            ],
            [
              -81.85,
              27.55
            ],
            [
              -81.85,
              27.54
            ],
            [
              -81.85,
              27.53
            ],
            [
              -81.85,
              27.52
            ],
            [
              -81.85,
              27.51
            ],
            [
              -81.86,
              27.5
            ],
            [
              -81.86,
              27.49
            ],
            [
              -81.85,
              27.48
            ],
            [
              -81.86,
              27.47
            ],
            [
              -81.87,
              27.47
            ],
            [
              -81.88,
              27.46
            ],
            [
              -81.89,
              27.47
            ],
            [
              -81.9,
              27.47
            ],
            [
              -81.91,
              27.47
            ],
            [
              -81.92,
              27.47
            ],
            [
              -81.93,
              27.47
            ],
            [
              -81.94,
              27.47
            ],
            [
              -81.95,
              27.48
            ],
            [
              -81.96,
              27.49
            ],
            [
              -81.96,
              27.5
            ],
            [
              -81.97,
              27.51
            ],
            [
              -81.98,
              27.51
            ],
            [
              -81.99,
              27.5
            ],
            [
              -82.0,
              27.5
            ],
            [
              -82.01,
              27.5
            ],
            [
              -82.01,
              27.51
            ],
            [
              -82.0,
              27.51
            ],
            [
              -81.99,
              27.51
            ],
            [
              -81.98,
              27.51
            ],
            [
              -81.97,
              27.51
            ],
            [
              -81.96,
              27.52
            ],
            [
              -81.96,
              27.53
            ],
            [
              -81.96,
              27.54
            ],
            [
              -81.96,
              27.55
            ],
            [
              -81.95,
              27.56
            ],
            [
              -81.94,
              27.57
            ],
            [
              -81.93,
              27.58
            ],
            [
              -81.93,
              27.59
            ],
            [
              -81.92,
              27.6
            ],
            [
              -81.91,
              27.6
            ],
            [
              -81.9,
              27.59
            ],
            [
              -81.89,
              27.6
            ],
            [
              -81.88,
              27.61
            ],
            [
              -81.89,
              27.62
            ],
            [
              -81.88,
              27.63
            ],
            [
              -81.88,
              27.64
            ],
            [
              -81.88,
              27.65
            ],
            [
              -81.88,
              27.66
            ],
            [
              -81.87,
              27.67
            ]
          ]
        ]
      },
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "86538dfe073952bac335c19e6cc9b56b596c0ec753a3295aec32a018b193af0b",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.0473,
        "probability": 0.000813,
        "confidence_lo": 0.000798,
        "confidence_hi": 0.000813,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "489d6260fdf71e40300c056df49156d5a6158b3bbc6334f24b938bb84aff74d4",
        "signature": {
          "alg": "ed25519",
          "sig": "41e96f480fc19cf56b60567f05bd824a390380633fe036d1c4d9439e7cb6f68eed2fe78437c954970f3a0ba7cc3a1a303b78326d11b4504b28428f2a5b490a08"
        }
      },
      "receipt_sha256": "489d6260fdf71e40300c056df49156d5a6158b3bbc6334f24b938bb84aff74d4"
    },
    {
      "storm_id": "225553",
      "lat": 28.1238,
      "lon": -82.2723,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3876.0,
      "ebshear": 20.0,
      "srh01": 14.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.4554
        },
        {
          "name": "alignment",
          "value": 0.8253
        },
        {
          "name": "tau",
          "value": 2.4368
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0471
      },
      "coherence_score": 2.4368438720703125,
      "coherence_diagnostics": {
        "tau": 2.4368438720703125,
        "grad_tau": 0.2806379199028015,
        "torsion": 0.0,
        "alignment": 0.8252691030502319,
        "S_field": 0.5985368490219116,
        "Gamma_field": 0.22573038935661316,
        "S_over_Gamma": 2.6515562534332275,
        "Da": 14.45551872253418,
        "E_coh": 0.9464855790138245,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.3,
              28.17
            ],
            [
              -82.28,
              28.16
            ],
            [
              -82.22,
              28.16
            ],
            [
              -82.22,
              28.15
            ],
            [
              -82.23,
              28.13
            ],
            [
              -82.25,
              28.13
            ],
            [
              -82.28,
              28.1
            ],
            [
              -82.26,
              28.08
            ],
            [
              -82.28,
              28.08
            ],
            [
              -82.3,
              28.06
            ],
            [
              -82.31,
              28.06
            ],
            [
              -82.31,
              28.16
            ],
            [
              -82.3,
              28.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0471,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "0b2282f1f13653deea1fd26bcc29bf6169128f4cc87b31a6af9dd4655a40adb1",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.0471,
        "probability": 0.000813,
        "confidence_lo": 0.000798,
        "confidence_hi": 0.000813,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4c34bb69c79f971b5017520d81e2d7c68400a7829049f746bfbb1cde7d906eb4",
        "signature": {
          "alg": "ed25519",
          "sig": "bf1b33bb92608d22d1f47d39be0b1fafbad7561c71da5850b9a9498aa7fb4706ecda7f8b8a4ed72e7727cb002aad3c44d3179b86e504a0e82d6497c03cfa640d"
        }
      },
      "receipt_sha256": "4c34bb69c79f971b5017520d81e2d7c68400a7829049f746bfbb1cde7d906eb4"
    },
    {
      "storm_id": "225527",
      "lat": 29.4379,
      "lon": -90.7507,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2912.0,
      "ebshear": 15.0,
      "srh01": 3.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.5804
        },
        {
          "name": "alignment",
          "value": 0.7469
        },
        {
          "name": "tau",
          "value": 2.2494
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0454
      },
      "coherence_score": 2.249448776245117,
      "coherence_diagnostics": {
        "tau": 2.249448776245117,
        "grad_tau": 0.39012032747268677,
        "torsion": 0.0,
        "alignment": 0.7469048500061035,
        "S_field": 0.8651498556137085,
        "Gamma_field": 0.2107303887605667,
        "S_over_Gamma": 4.10548210144043,
        "Da": 12.668371200561523,
        "E_coh": 0.9693623781204224,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.8,
              29.48
            ],
            [
              -90.79,
              29.48
            ],
            [
              -90.78,
              29.48
            ],
            [
              -90.77,
              29.48
            ],
            [
              -90.76,
              29.48
            ],
            [
              -90.77,
              29.48
            ],
            [
              -90.78,
              29.47
            ],
            [
              -90.78,
              29.46
            ],
            [
              -90.78,
              29.45
            ],
            [
              -90.78,
              29.44
            ],
            [
              -90.78,
              29.43
            ],
            [
              -90.78,
              29.42
            ],
            [
              -90.78,
              29.41
            ],
            [
              -90.77,
              29.4
            ],
            [
              -90.76,
              29.4
            ],
            [
              -90.75,
              29.4
            ],
            [
              -90.74,
              29.4
            ],
            [
              -90.73,
              29.4
            ],
            [
              -90.72,
              29.41
            ],
            [
              -90.72,
              29.42
            ],
            [
              -90.72,
              29.43
            ],
            [
              -90.72,
              29.44
            ],
            [
              -90.72,
              29.45
            ],
            [
              -90.72,
              29.46
            ],
            [
              -90.72,
              29.47
            ],
            [
              -90.73,
              29.48
            ],
            [
              -90.74,
              29.48
            ],
            [
              -90.73,
              29.48
            ],
            [
              -90.72,
              29.48
            ],
            [
              -90.71,
              29.48
            ],
            [
              -90.7,
              29.48
            ],
            [
              -90.7,
              29.47
            ],
            [
              -90.71,
              29.46
            ],
            [
              -90.71,
              29.45
            ],
            [
              -90.71,
              29.44
            ],
            [
              -90.71,
              29.43
            ],
            [
              -90.71,
              29.42
            ],
            [
              -90.71,
              29.41
            ],
            [
              -90.7,
              29.4
            ],
            [
              -90.71,
              29.4
            ],
            [
              -90.72,
              29.4
            ],
            [
              -90.73,
              29.4
            ],
            [
              -90.74,
              29.4
            ],
            [
              -90.75,
              29.4
            ],
            [
              -90.76,
              29.4
            ],
            [
              -90.77,
              29.4
            ],
            [
              -90.78,
              29.4
            ],
            [
              -90.79,
              29.4
            ],
            [
              -90.8,
              29.4
            ],
            [
              -90.79,
              29.41
            ],
            [
              -90.79,
              29.42
            ],
            [
              -90.79,
              29.43
            ],
            [
              -90.79,
              29.44
            ],
            [
              -90.79,
              29.45
            ],
            [
              -90.79,
              29.46
            ],
            [
              -90.79,
              29.47
            ],
            [
              -90.8,
              29.48
            ]
          ]
        ]
      },
      "raw_probability": 0.0454,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "ddf7215564d71678d1b759c8d9217c4ae0b1fbf8605e5109fa95507bfc767cec",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.0454,
        "probability": 0.000813,
        "confidence_lo": 0.000798,
        "confidence_hi": 0.000813,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0cd7bac47bdbd88c61b5309b0d4e446fd9d91d1c0a8bf5c9d48d2d4ba12eb84d",
        "signature": {
          "alg": "ed25519",
          "sig": "407d4114417f9f0e5b6d9c984480d93d3f66466107f0a28ea4b7a1ab7ed7d1ee458f3ebd0eb3db9f4bbd68206f38956e51e627efe213342986debc7495b1d807"
        }
      },
      "receipt_sha256": "0cd7bac47bdbd88c61b5309b0d4e446fd9d91d1c0a8bf5c9d48d2d4ba12eb84d"
    },
    {
      "storm_id": "224997",
      "lat": 27.1636,
      "lon": -81.8091,
      "motion_east": 5.9,
      "motion_south": 1.9,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4098.0,
      "ebshear": 14.0,
      "srh01": 12.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.8304
        },
        {
          "name": "alignment",
          "value": -0.2537
        },
        {
          "name": "tau",
          "value": 2.0884
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0438
      },
      "coherence_score": 2.088379383087158,
      "coherence_diagnostics": {
        "tau": 2.088379383087158,
        "grad_tau": 0.37864190340042114,
        "torsion": 0.0,
        "alignment": -0.2537079155445099,
        "S_field": 0.483817994594574,
        "Gamma_field": 0.25823038816452026,
        "S_over_Gamma": 1.8735904693603516,
        "Da": 16.4754695892334,
        "E_coh": 0.9599816799163818,
        "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": [
          [
            [
              -81.8,
              27.2
            ],
            [
              -81.77,
              27.2
            ],
            [
              -81.76,
              27.19
            ],
            [
              -81.77,
              27.13
            ],
            [
              -81.8,
              27.11
            ],
            [
              -81.84,
              27.11
            ],
            [
              -81.85,
              27.12
            ],
            [
              -81.86,
              27.16
            ],
            [
              -81.84,
              27.19
            ],
            [
              -81.81,
              27.19
            ],
            [
              -81.8,
              27.2
            ]
          ]
        ]
      },
      "raw_probability": 0.0438,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "f374a19b7e5558d73dd7cd803697f38571a41d044e4bd5b71dfb2c0d736dea4b",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.0438,
        "probability": 0.000813,
        "confidence_lo": 0.000798,
        "confidence_hi": 0.000813,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4e73e5c9fd16b037b374787d8d87a87f8453b964608eb6525b79bb055726aac5",
        "signature": {
          "alg": "ed25519",
          "sig": "c88911762d4177d5c259c2ddcecafb6de720a1877e4f5304225f4f2696cac2581d9d085baef913cb544850971661f50c17ad58d4540e726ba180c7d3bf5e1a04"
        }
      },
      "receipt_sha256": "4e73e5c9fd16b037b374787d8d87a87f8453b964608eb6525b79bb055726aac5"
    },
    {
      "storm_id": "225392",
      "lat": 46.54,
      "lon": -92.9233,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 371.0,
      "ebshear": 24.0,
      "srh01": 16.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.8304
        },
        {
          "name": "alignment",
          "value": 3.5194
        },
        {
          "name": "tau",
          "value": 0.4533
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0415
      },
      "coherence_score": 0.4532581567764282,
      "coherence_diagnostics": {
        "tau": 0.4532581567764282,
        "grad_tau": 0.06996642053127289,
        "torsion": 0.0,
        "alignment": 3.519446849822998,
        "S_field": 0.0672999769449234,
        "Gamma_field": 0.19489705562591553,
        "S_over_Gamma": 0.34531038999557495,
        "Da": 11.142683982849121,
        "E_coh": 0.2703489363193512,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.94,
              46.57
            ],
            [
              -92.89,
              46.57
            ],
            [
              -92.88,
              46.56
            ],
            [
              -92.88,
              46.52
            ],
            [
              -92.92,
              46.5
            ],
            [
              -92.94,
              46.5
            ],
            [
              -92.96,
              46.52
            ],
            [
              -92.96,
              46.55
            ],
            [
              -92.94,
              46.57
            ]
          ]
        ]
      },
      "raw_probability": 0.0415,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "eafd53a415be03cccac94d086db4bd64c30556723b39b7b32ad5c3bef1be1206",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.0415,
        "probability": 0.000813,
        "confidence_lo": 0.000798,
        "confidence_hi": 0.000813,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1f4307b728e1a90bb7795345370249be672a0bceb13c97bb28acb9950c6b01f4",
        "signature": {
          "alg": "ed25519",
          "sig": "2c47c4900d636b4b058fb7e6ceb9ff56abf68257cf05fbf4ebcd502214dd7e53cc33bf83da58904c2da174d4a61b4a405d992d37abad408e3307746eea7ff505"
        }
      },
      "receipt_sha256": "1f4307b728e1a90bb7795345370249be672a0bceb13c97bb28acb9950c6b01f4"
    },
    {
      "storm_id": "225293",
      "lat": 46.6309,
      "lon": -91.3845,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 683.0,
      "ebshear": 17.0,
      "srh01": 10.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.3304
        },
        {
          "name": "alignment",
          "value": 4.8269
        },
        {
          "name": "tau",
          "value": 0.3562
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0402
      },
      "coherence_score": 0.35621365904808044,
      "coherence_diagnostics": {
        "tau": 0.35621365904808044,
        "grad_tau": 0.07504356652498245,
        "torsion": 0.0,
        "alignment": 4.8268938064575195,
        "S_field": 0.07573296874761581,
        "Gamma_field": 0.2407303899526596,
        "S_over_Gamma": 0.31459662318229675,
        "Da": 13.951345443725586,
        "E_coh": 0.2826026678085327,
        "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": [
          [
            [
              -91.43,
              46.66
            ],
            [
              -91.37,
              46.66
            ],
            [
              -91.36,
              46.65
            ],
            [
              -91.33,
              46.65
            ],
            [
              -91.32,
              46.64
            ],
            [
              -91.32,
              46.6
            ],
            [
              -91.36,
              46.58
            ],
            [
              -91.43,
              46.59
            ],
            [
              -91.44,
              46.61
            ],
            [
              -91.44,
              46.64
            ],
            [
              -91.43,
              46.66
            ]
          ]
        ]
      },
      "raw_probability": 0.0402,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "c2fb7337a35d0d1306a2c06c1db6b046d37de2339c3b86c1a30bb5533064c26a",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.0402,
        "probability": 0.000813,
        "confidence_lo": 0.000798,
        "confidence_hi": 0.000813,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9d78498a3dbebaea9f6b74c16d026b9c7ad3091338392f6e365d772c10be9d0d",
        "signature": {
          "alg": "ed25519",
          "sig": "e5252990f8c6b2e6afdde90ba0f9eb9713d5439a992722e4be43bfc208c72c8f14f8dadab436eba261db49b799498696dfca0a1e9ca4ff69fc1d30caf8910107"
        }
      },
      "receipt_sha256": "9d78498a3dbebaea9f6b74c16d026b9c7ad3091338392f6e365d772c10be9d0d"
    },
    {
      "storm_id": "225541",
      "lat": 46.4937,
      "lon": -90.99,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_153040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 454.0,
      "ebshear": 23.0,
      "srh01": 15.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.0804
        },
        {
          "name": "alignment",
          "value": 2.5376
        },
        {
          "name": "tau",
          "value": 0.3488
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0384
      },
      "coherence_score": 0.3488438129425049,
      "coherence_diagnostics": {
        "tau": 0.3488438129425049,
        "grad_tau": 0.07731862366199493,
        "torsion": 0.0,
        "alignment": 2.5376486778259277,
        "S_field": 0.10220926254987717,
        "Gamma_field": 0.9357303977012634,
        "S_over_Gamma": 0.10922939330339432,
        "Da": 56.776790618896484,
        "E_coh": 0.362959623336792,
        "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": [
          [
            [
              -91.0,
              46.52
            ],
            [
              -90.97,
              46.52
            ],
            [
              -90.96,
              46.51
            ],
            [
              -90.96,
              46.47
            ],
            [
              -90.99,
              46.45
            ],
            [
              -91.02,
              46.47
            ],
            [
              -91.02,
              46.49
            ],
            [
              -91.0,
              46.52
            ]
          ]
        ]
      },
      "raw_probability": 0.0384,
      "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": "65e41fb6a888d4f47d7e22fe25b35dcf34535ab2ac30daa0d26d4482d481fd99",
        "input_sha256": "d88f57e6e7bc1cca2c82ed87f6e24ae53e116cb99e95070e742e91c70295192b",
        "issued_at": "2026-07-31T16:00:24Z",
        "raw_probability": 0.0384,
        "probability": 0.000813,
        "confidence_lo": 0.000798,
        "confidence_hi": 0.000813,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "df531b8d1f9f06bb7cf39a91273a879f9fde95077a86905f9cd423f2a8253110",
        "signature": {
          "alg": "ed25519",
          "sig": "1abf98169005070eae0f4eab310860c59da5b6bb5a38579df1da2ec74823489a7a6b64ac8dd1872ffdb72a2f8a9c75759e1815b6eb343fa0611bab110628af06"
        }
      },
      "receipt_sha256": "df531b8d1f9f06bb7cf39a91273a879f9fde95077a86905f9cd423f2a8253110"
    }
  ]
}