{
  "forecast_id": "to_fcst_20260728_0504",
  "hazard": "tornado",
  "issued_at": "2026-07-28T05:04:18Z",
  "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": 194,
  "top_probability": 0.023,
  "source_artifacts": [
    "/data/live-tornadoes.json",
    "/data/tornado-storms.geojson"
  ],
  "storms": [
    {
      "storm_id": "177809",
      "lat": 41.366,
      "lon": -84.733,
      "motion_east": 9.5,
      "motion_south": 8.8,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.023,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1406.0,
      "ebshear": 42.0,
      "srh01": 241.0,
      "maxllaz": 0.004,
      "mesh": 0.16,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 241.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.6939
        },
        {
          "name": "alignment",
          "value": -7.9622
        },
        {
          "name": "tau",
          "value": 1.9107
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7528
      },
      "coherence_score": 1.9106719493865967,
      "coherence_diagnostics": {
        "tau": 1.9106719493865967,
        "grad_tau": 0.43636971712112427,
        "torsion": 0.0,
        "alignment": -7.962211608886719,
        "S_field": 1.528246521949768,
        "Gamma_field": 0.34981080889701843,
        "S_over_Gamma": 4.368780136108398,
        "Da": 22.16842269897461,
        "E_coh": 0.666899561882019,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.76,
              41.41
            ],
            [
              -84.71,
              41.41
            ],
            [
              -84.7,
              41.4
            ],
            [
              -84.68,
              41.36
            ],
            [
              -84.69,
              41.32
            ],
            [
              -84.7,
              41.31
            ],
            [
              -84.75,
              41.31
            ],
            [
              -84.79,
              41.34
            ],
            [
              -84.79,
              41.39
            ],
            [
              -84.76,
              41.41
            ]
          ]
        ]
      },
      "raw_probability": 0.7528,
      "confidence_lo": 0.0223,
      "confidence_hi": 0.023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "837b1292b4e9fdae9b1d830626cbd31b160ee65eac1100bef0ba639bebdbcb7f",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.7528,
        "probability": 0.022979,
        "confidence_lo": 0.022269,
        "confidence_hi": 0.022996,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "daf89ea499e13db16abd3af44cce3bbd4e2bcea68824b01a6366ee38990e2e4b"
      },
      "receipt_sha256": "daf89ea499e13db16abd3af44cce3bbd4e2bcea68824b01a6366ee38990e2e4b"
    },
    {
      "storm_id": "177903",
      "lat": 41.266,
      "lon": -84.628,
      "motion_east": 9.9,
      "motion_south": 8.8,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.023,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1102.0,
      "ebshear": 41.0,
      "srh01": 257.0,
      "maxllaz": 0.003,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 257.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.6939
        },
        {
          "name": "alignment",
          "value": -7.9622
        },
        {
          "name": "tau",
          "value": 1.9107
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7528
      },
      "coherence_score": 1.9106719493865967,
      "coherence_diagnostics": {
        "tau": 1.9106719493865967,
        "grad_tau": 0.43636971712112427,
        "torsion": 0.0,
        "alignment": -7.962211608886719,
        "S_field": 1.528246521949768,
        "Gamma_field": 0.34981080889701843,
        "S_over_Gamma": 4.368780136108398,
        "Da": 22.16842269897461,
        "E_coh": 0.666899561882019,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.66,
              41.3
            ],
            [
              -84.62,
              41.3
            ],
            [
              -84.6,
              41.29
            ],
            [
              -84.58,
              41.27
            ],
            [
              -84.58,
              41.24
            ],
            [
              -84.6,
              41.22
            ],
            [
              -84.64,
              41.21
            ],
            [
              -84.67,
              41.25
            ],
            [
              -84.67,
              41.28
            ],
            [
              -84.66,
              41.3
            ]
          ]
        ]
      },
      "raw_probability": 0.7528,
      "confidence_lo": 0.0223,
      "confidence_hi": 0.023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "837b1292b4e9fdae9b1d830626cbd31b160ee65eac1100bef0ba639bebdbcb7f",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.7528,
        "probability": 0.022979,
        "confidence_lo": 0.022269,
        "confidence_hi": 0.022996,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "daf89ea499e13db16abd3af44cce3bbd4e2bcea68824b01a6366ee38990e2e4b"
      },
      "receipt_sha256": "daf89ea499e13db16abd3af44cce3bbd4e2bcea68824b01a6366ee38990e2e4b"
    },
    {
      "storm_id": "177142",
      "lat": 42.0668,
      "lon": -84.0532,
      "motion_east": 13.9,
      "motion_south": 10.3,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.023,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 478.0,
      "ebshear": 42.0,
      "srh01": 191.0,
      "maxllaz": 0.005,
      "mesh": 0.94,
      "flash_rate": 16.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 191.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.5689
        },
        {
          "name": "alignment",
          "value": -6.035
        },
        {
          "name": "tau",
          "value": 1.4581
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7466
      },
      "coherence_score": 1.4580745697021484,
      "coherence_diagnostics": {
        "tau": 1.4580745697021484,
        "grad_tau": 0.2875064015388489,
        "torsion": 0.0,
        "alignment": -6.03502082824707,
        "S_field": 1.1068168878555298,
        "Gamma_field": 0.39897745847702026,
        "S_over_Gamma": 2.7741339206695557,
        "Da": 24.705902099609375,
        "E_coh": 0.47450342774391174,
        "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": [
          [
            [
              -84.07,
              42.16
            ],
            [
              -84.02,
              42.16
            ],
            [
              -84.0,
              42.14
            ],
            [
              -83.98,
              42.1
            ],
            [
              -83.98,
              42.03
            ],
            [
              -83.99,
              42.02
            ],
            [
              -83.99,
              41.99
            ],
            [
              -84.01,
              41.96
            ],
            [
              -84.06,
              41.96
            ],
            [
              -84.08,
              41.98
            ],
            [
              -84.08,
              42.0
            ],
            [
              -84.09,
              42.01
            ],
            [
              -84.09,
              42.04
            ],
            [
              -84.1,
              42.05
            ],
            [
              -84.11,
              42.11
            ],
            [
              -84.1,
              42.12
            ],
            [
              -84.1,
              42.14
            ],
            [
              -84.09,
              42.14
            ],
            [
              -84.07,
              42.16
            ]
          ]
        ]
      },
      "raw_probability": 0.7466,
      "confidence_lo": 0.0223,
      "confidence_hi": 0.023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "09edd563440ba9ec7423ea60ee71888424e18b65bc3420b87d8881f2fc5e014b",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.7466,
        "probability": 0.022979,
        "confidence_lo": 0.022269,
        "confidence_hi": 0.022996,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "33d0245f49e6c8e25363db9e767403150dab2f99850f883440734f0cd6016a7d"
      },
      "receipt_sha256": "33d0245f49e6c8e25363db9e767403150dab2f99850f883440734f0cd6016a7d"
    },
    {
      "storm_id": "177907",
      "lat": 36.9678,
      "lon": -83.9611,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0133,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2322.0,
      "ebshear": 38.0,
      "srh01": 64.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 64.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.4439
        },
        {
          "name": "alignment",
          "value": -2.8349
        },
        {
          "name": "tau",
          "value": 2.8131
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6153
      },
      "coherence_score": 2.813112258911133,
      "coherence_diagnostics": {
        "tau": 2.813112258911133,
        "grad_tau": 0.612883448600769,
        "torsion": 0.0,
        "alignment": -2.8349428176879883,
        "S_field": 1.1648558378219604,
        "Gamma_field": 0.4206441342830658,
        "S_over_Gamma": 2.769219160079956,
        "Da": 27.866714477539062,
        "E_coh": 0.870663583278656,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.98,
              37.0
            ],
            [
              -83.93,
              37.0
            ],
            [
              -83.92,
              36.98
            ],
            [
              -83.92,
              36.94
            ],
            [
              -83.94,
              36.93
            ],
            [
              -83.98,
              36.93
            ],
            [
              -84.0,
              36.95
            ],
            [
              -84.0,
              36.98
            ],
            [
              -83.98,
              37.0
            ]
          ]
        ]
      },
      "raw_probability": 0.6153,
      "confidence_lo": 0.0127,
      "confidence_hi": 0.0133,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "34b90ee26e138de2bba78e2ce7dfe9292026ff5de4a5cd79855f59116e1cb706",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.6153,
        "probability": 0.013341,
        "confidence_lo": 0.012739,
        "confidence_hi": 0.013349,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5c76b129e3c42b9fc14fc617fce317391191a5bf560ca906d89f20caf1c03168"
      },
      "receipt_sha256": "5c76b129e3c42b9fc14fc617fce317391191a5bf560ca906d89f20caf1c03168"
    },
    {
      "storm_id": "177607",
      "lat": 42.22,
      "lon": -84.9289,
      "motion_east": 6.0,
      "motion_south": 6.8,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0133,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1456.0,
      "ebshear": 40.0,
      "srh01": 248.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 248.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.6939
        },
        {
          "name": "alignment",
          "value": 9.2181
        },
        {
          "name": "tau",
          "value": 1.6485
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6149
      },
      "coherence_score": 1.6485360860824585,
      "coherence_diagnostics": {
        "tau": 1.6485360860824585,
        "grad_tau": 0.3721494674682617,
        "torsion": 0.0,
        "alignment": 9.218080520629883,
        "S_field": 0.9390802979469299,
        "Gamma_field": 0.5289774537086487,
        "S_over_Gamma": 1.7752747535705566,
        "Da": 32.100040435791016,
        "E_coh": 0.5493922233581543,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.94,
              42.26
            ],
            [
              -84.91,
              42.26
            ],
            [
              -84.89,
              42.22
            ],
            [
              -84.89,
              42.2
            ],
            [
              -84.91,
              42.17
            ],
            [
              -84.94,
              42.17
            ],
            [
              -84.97,
              42.21
            ],
            [
              -84.97,
              42.23
            ],
            [
              -84.94,
              42.26
            ]
          ]
        ]
      },
      "raw_probability": 0.6149,
      "confidence_lo": 0.0127,
      "confidence_hi": 0.0133,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "d7dd3fda8519fb2bc2e7d19111db8e60ddfe9279c0e7c2da3e1357fa75cf57da",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.6149,
        "probability": 0.013341,
        "confidence_lo": 0.012739,
        "confidence_hi": 0.013349,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "adbec58964389ecfc8a561b42b1daad06890bb5875f875b1c9aa17387303199d"
      },
      "receipt_sha256": "adbec58964389ecfc8a561b42b1daad06890bb5875f875b1c9aa17387303199d"
    },
    {
      "storm_id": "177868",
      "lat": 42.197,
      "lon": -85.134,
      "motion_east": 6.2,
      "motion_south": 7.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0131,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1735.0,
      "ebshear": 37.0,
      "srh01": 266.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 266.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.6939
        },
        {
          "name": "alignment",
          "value": 9.2181
        },
        {
          "name": "tau",
          "value": 1.6485
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5915
      },
      "coherence_score": 1.6485360860824585,
      "coherence_diagnostics": {
        "tau": 1.6485360860824585,
        "grad_tau": 0.3721494674682617,
        "torsion": 0.0,
        "alignment": 9.218080520629883,
        "S_field": 0.9390802979469299,
        "Gamma_field": 0.5289774537086487,
        "S_over_Gamma": 1.7752747535705566,
        "Da": 32.100040435791016,
        "E_coh": 0.5493922233581543,
        "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": [
          [
            [
              -85.15,
              42.22
            ],
            [
              -85.11,
              42.22
            ],
            [
              -85.1,
              42.21
            ],
            [
              -85.11,
              42.2
            ],
            [
              -85.11,
              42.17
            ],
            [
              -85.12,
              42.16
            ],
            [
              -85.16,
              42.16
            ],
            [
              -85.16,
              42.2
            ],
            [
              -85.17,
              42.21
            ],
            [
              -85.15,
              42.22
            ]
          ]
        ]
      },
      "raw_probability": 0.5915,
      "confidence_lo": 0.0123,
      "confidence_hi": 0.0131,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "f8701a4876654b6da186ac6ede58f85343f552bb3081a618be2741e7fb79d819",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.5915,
        "probability": 0.013111,
        "confidence_lo": 0.012295,
        "confidence_hi": 0.013122,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f7005a2ea08d3b4b02f2eb6ef792a7ba327aaf88ca910d82eeb8d782fbef138d"
      },
      "receipt_sha256": "f7005a2ea08d3b4b02f2eb6ef792a7ba327aaf88ca910d82eeb8d782fbef138d"
    },
    {
      "storm_id": "177389",
      "lat": 41.5718,
      "lon": -85.2269,
      "motion_east": 6.7,
      "motion_south": 8.8,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0123,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1516.0,
      "ebshear": 38.0,
      "srh01": 244.0,
      "maxllaz": 0.01,
      "mesh": 0.49,
      "flash_rate": 32.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 244.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.6939
        },
        {
          "name": "alignment",
          "value": 9.2181
        },
        {
          "name": "tau",
          "value": 1.6485
        },
        {
          "name": "maxllaz",
          "value": 0.01
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5741
      },
      "coherence_score": 1.6485360860824585,
      "coherence_diagnostics": {
        "tau": 1.6485360860824585,
        "grad_tau": 0.3721494674682617,
        "torsion": 0.0,
        "alignment": 9.218080520629883,
        "S_field": 0.9390802979469299,
        "Gamma_field": 0.5289774537086487,
        "S_over_Gamma": 1.7752747535705566,
        "Da": 32.100040435791016,
        "E_coh": 0.5493922233581543,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.41,
              41.69
            ],
            [
              -85.38,
              41.69
            ],
            [
              -85.36,
              41.67
            ],
            [
              -85.35,
              41.67
            ],
            [
              -85.34,
              41.62
            ],
            [
              -85.32,
              41.59
            ],
            [
              -85.31,
              41.59
            ],
            [
              -85.27,
              41.63
            ],
            [
              -85.25,
              41.64
            ],
            [
              -85.22,
              41.64
            ],
            [
              -85.18,
              41.66
            ],
            [
              -85.11,
              41.66
            ],
            [
              -85.1,
              41.65
            ],
            [
              -85.1,
              41.62
            ],
            [
              -85.06,
              41.58
            ],
            [
              -85.02,
              41.56
            ],
            [
              -84.99,
              41.56
            ],
            [
              -84.94,
              41.51
            ],
            [
              -84.93,
              41.47
            ],
            [
              -84.95,
              41.45
            ],
            [
              -84.96,
              41.45
            ],
            [
              -85.03,
              41.37
            ],
            [
              -85.07,
              41.37
            ],
            [
              -85.13,
              41.42
            ],
            [
              -85.15,
              41.47
            ],
            [
              -85.19,
              41.52
            ],
            [
              -85.21,
              41.52
            ],
            [
              -85.22,
              41.53
            ],
            [
              -85.27,
              41.53
            ],
            [
              -85.31,
              41.56
            ],
            [
              -85.34,
              41.56
            ],
            [
              -85.36,
              41.54
            ],
            [
              -85.4,
              41.54
            ],
            [
              -85.44,
              41.58
            ],
            [
              -85.44,
              41.6
            ],
            [
              -85.45,
              41.61
            ],
            [
              -85.44,
              41.63
            ],
            [
              -85.44,
              41.66
            ],
            [
              -85.41,
              41.69
            ]
          ]
        ]
      },
      "raw_probability": 0.5741,
      "confidence_lo": 0.0068,
      "confidence_hi": 0.0123,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "7cc7230bf7f16cc978af3fa9c9e417bff3a898313512bd4f10823d6227f23f04",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.5741,
        "probability": 0.012265,
        "confidence_lo": 0.006798,
        "confidence_hi": 0.012333,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "15f9e6d2554070b71cce4417c6abb104a4adeee2e0e748a455e2e7351252ce61"
      },
      "receipt_sha256": "15f9e6d2554070b71cce4417c6abb104a4adeee2e0e748a455e2e7351252ce61"
    },
    {
      "storm_id": "177158",
      "lat": 29.9614,
      "lon": -85.6129,
      "motion_east": 8.3,
      "motion_south": 4.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0072,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2679.0,
      "ebshear": 21.0,
      "srh01": 66.0,
      "maxllaz": 0.003,
      "mesh": 0.07,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 66.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.3189
        },
        {
          "name": "alignment",
          "value": -1.7647
        },
        {
          "name": "tau",
          "value": 2.5754
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5601
      },
      "coherence_score": 2.5754494667053223,
      "coherence_diagnostics": {
        "tau": 2.5754494667053223,
        "grad_tau": 0.10074982047080994,
        "torsion": 0.0,
        "alignment": -1.764732837677002,
        "S_field": 1.2153502702713013,
        "Gamma_field": 0.2798107862472534,
        "S_over_Gamma": 4.343472003936768,
        "Da": 17.809829711914062,
        "E_coh": 0.8938107490539551,
        "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": [
          [
            [
              -85.63,
              29.98
            ],
            [
              -85.58,
              29.98
            ],
            [
              -85.55,
              29.96
            ],
            [
              -85.62,
              29.92
            ],
            [
              -85.64,
              29.94
            ],
            [
              -85.64,
              29.97
            ],
            [
              -85.63,
              29.98
            ]
          ]
        ]
      },
      "raw_probability": 0.5601,
      "confidence_lo": 0.0068,
      "confidence_hi": 0.0072,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "b173de061bef992168ff579e1b1fd9e0394d0e1dc2aaedaea3f4d4e150bd4c2c",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.5601,
        "probability": 0.007183,
        "confidence_lo": 0.006798,
        "confidence_hi": 0.007186,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "320886998b06f21976a59c5507697926c616bf454fbfb5fb2d8458ffd96a6e53"
      },
      "receipt_sha256": "320886998b06f21976a59c5507697926c616bf454fbfb5fb2d8458ffd96a6e53"
    },
    {
      "storm_id": "177869",
      "lat": 41.77,
      "lon": -85.57,
      "motion_east": 6.5,
      "motion_south": 8.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0069,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1828.0,
      "ebshear": 37.0,
      "srh01": 283.0,
      "maxllaz": 0.007,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 283.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.8189
        },
        {
          "name": "alignment",
          "value": 7.5814
        },
        {
          "name": "tau",
          "value": 1.8183
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5
      },
      "coherence_score": 1.818317174911499,
      "coherence_diagnostics": {
        "tau": 1.818317174911499,
        "grad_tau": 0.38097721338272095,
        "torsion": 0.0,
        "alignment": 7.5814032554626465,
        "S_field": 0.7647173404693604,
        "Gamma_field": 0.29814413189888,
        "S_over_Gamma": 2.564924955368042,
        "Da": 17.19223403930664,
        "E_coh": 0.7998900413513184,
        "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": [
          [
            [
              -85.63,
              41.81
            ],
            [
              -85.56,
              41.81
            ],
            [
              -85.55,
              41.8
            ],
            [
              -85.51,
              41.79
            ],
            [
              -85.5,
              41.77
            ],
            [
              -85.5,
              41.72
            ],
            [
              -85.52,
              41.71
            ],
            [
              -85.57,
              41.71
            ],
            [
              -85.6,
              41.74
            ],
            [
              -85.6,
              41.76
            ],
            [
              -85.62,
              41.78
            ],
            [
              -85.62,
              41.8
            ],
            [
              -85.63,
              41.81
            ]
          ]
        ]
      },
      "raw_probability": 0.5,
      "confidence_lo": 0.0068,
      "confidence_hi": 0.0069,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "4cfa5b42ca669328764e67cd9a34bb8f90b16ed7ca8d85e8443783d7ccce15ed",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.5,
        "probability": 0.006909,
        "confidence_lo": 0.006798,
        "confidence_hi": 0.00691,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "578a14df96853305cee940f954345e0dfa9f1207e1692fafe606043c185f9d88"
      },
      "receipt_sha256": "578a14df96853305cee940f954345e0dfa9f1207e1692fafe606043c185f9d88"
    },
    {
      "storm_id": "176644",
      "lat": 40.1547,
      "lon": -77.5718,
      "motion_east": 4.7,
      "motion_south": -2.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0069,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 962.0,
      "ebshear": 30.0,
      "srh01": 53.0,
      "maxllaz": 0.004,
      "mesh": 0.16,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.3189
        },
        {
          "name": "alignment",
          "value": -5.9705
        },
        {
          "name": "tau",
          "value": 1.8603
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4973
      },
      "coherence_score": 1.8602592945098877,
      "coherence_diagnostics": {
        "tau": 1.8602592945098877,
        "grad_tau": 0.06272657960653305,
        "torsion": 0.0,
        "alignment": -5.97050142288208,
        "S_field": 0.9094264507293701,
        "Gamma_field": 0.25981077551841736,
        "S_over_Gamma": 3.5003416538238525,
        "Da": 17.106231689453125,
        "E_coh": 0.7581039667129517,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.55,
              40.25
            ],
            [
              -77.53,
              40.24
            ],
            [
              -77.53,
              40.18
            ],
            [
              -77.54,
              40.17
            ],
            [
              -77.53,
              40.15
            ],
            [
              -77.53,
              40.12
            ],
            [
              -77.54,
              40.11
            ],
            [
              -77.54,
              40.08
            ],
            [
              -77.55,
              40.07
            ],
            [
              -77.57,
              40.07
            ],
            [
              -77.59,
              40.09
            ],
            [
              -77.64,
              40.11
            ],
            [
              -77.66,
              40.13
            ],
            [
              -77.66,
              40.19
            ],
            [
              -77.62,
              40.21
            ],
            [
              -77.59,
              40.21
            ],
            [
              -77.55,
              40.25
            ]
          ]
        ]
      },
      "raw_probability": 0.4973,
      "confidence_lo": 0.0068,
      "confidence_hi": 0.0069,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "42382f6a8f4f48297880fcb0ae2380acb3fbb0f5eb3191b2c4a625bb6e8c3cae",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.4973,
        "probability": 0.006909,
        "confidence_lo": 0.006798,
        "confidence_hi": 0.00691,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "995eaa791647cd9c93c624410f740001b9bd231fe9239c0e71e640e94dcbef0c"
      },
      "receipt_sha256": "995eaa791647cd9c93c624410f740001b9bd231fe9239c0e71e640e94dcbef0c"
    },
    {
      "storm_id": "177349",
      "lat": 41.148,
      "lon": -78.9827,
      "motion_east": 6.4,
      "motion_south": -4.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0069,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1600.0,
      "ebshear": 29.0,
      "srh01": 96.0,
      "maxllaz": 0.003,
      "mesh": 0.63,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 96.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.5689
        },
        {
          "name": "alignment",
          "value": 7.5443
        },
        {
          "name": "tau",
          "value": 1.6921
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4508
      },
      "coherence_score": 1.6920859813690186,
      "coherence_diagnostics": {
        "tau": 1.6920859813690186,
        "grad_tau": 0.07967329770326614,
        "torsion": 0.0,
        "alignment": 7.544262409210205,
        "S_field": 0.6351545453071594,
        "Gamma_field": 0.29814413189888,
        "S_over_Gamma": 2.1303606033325195,
        "Da": 19.64404296875,
        "E_coh": 0.6728671789169312,
        "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": [
          [
            [
              -79.03,
              41.24
            ],
            [
              -79.0,
              41.24
            ],
            [
              -78.94,
              41.19
            ],
            [
              -78.93,
              41.15
            ],
            [
              -78.92,
              41.14
            ],
            [
              -78.92,
              41.09
            ],
            [
              -78.91,
              41.08
            ],
            [
              -78.93,
              41.05
            ],
            [
              -78.96,
              41.05
            ],
            [
              -79.0,
              41.07
            ],
            [
              -79.04,
              41.12
            ],
            [
              -79.05,
              41.14
            ],
            [
              -79.05,
              41.2
            ],
            [
              -79.03,
              41.22
            ],
            [
              -79.03,
              41.24
            ]
          ]
        ]
      },
      "raw_probability": 0.4508,
      "confidence_lo": 0.0068,
      "confidence_hi": 0.0069,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "81ff881253dc6992423cee873e6c90af467b5cf69a0971f80fc3fd7fb077ef4f",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.4508,
        "probability": 0.006909,
        "confidence_lo": 0.006798,
        "confidence_hi": 0.00691,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "508496d0fd9312dd52076d1e897fc2f77251c9b9246bef1cce2c1b43a8e091e9"
      },
      "receipt_sha256": "508496d0fd9312dd52076d1e897fc2f77251c9b9246bef1cce2c1b43a8e091e9"
    },
    {
      "storm_id": "176479",
      "lat": 30.15,
      "lon": -85.605,
      "motion_east": 8.1,
      "motion_south": 4.4,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0069,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2152.0,
      "ebshear": 23.0,
      "srh01": 71.0,
      "maxllaz": 0.004,
      "mesh": 0.29,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 71.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.0689
        },
        {
          "name": "alignment",
          "value": -1.7418
        },
        {
          "name": "tau",
          "value": 2.5406
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4403
      },
      "coherence_score": 2.540633201599121,
      "coherence_diagnostics": {
        "tau": 2.540633201599121,
        "grad_tau": 0.014331042766571045,
        "torsion": 0.0,
        "alignment": -1.7418490648269653,
        "S_field": 0.8183881044387817,
        "Gamma_field": 0.3073108196258545,
        "S_over_Gamma": 2.6630630493164062,
        "Da": 19.365583419799805,
        "E_coh": 0.8568781614303589,
        "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": [
          [
            [
              -85.62,
              30.22
            ],
            [
              -85.57,
              30.22
            ],
            [
              -85.56,
              30.21
            ],
            [
              -85.48,
              30.21
            ],
            [
              -85.47,
              30.19
            ],
            [
              -85.48,
              30.18
            ],
            [
              -85.5,
              30.18
            ],
            [
              -85.53,
              30.15
            ],
            [
              -85.55,
              30.11
            ],
            [
              -85.59,
              30.08
            ],
            [
              -85.63,
              30.08
            ],
            [
              -85.64,
              30.07
            ],
            [
              -85.66,
              30.07
            ],
            [
              -85.67,
              30.08
            ],
            [
              -85.71,
              30.09
            ],
            [
              -85.73,
              30.11
            ],
            [
              -85.73,
              30.15
            ],
            [
              -85.69,
              30.19
            ],
            [
              -85.67,
              30.19
            ],
            [
              -85.62,
              30.22
            ]
          ]
        ]
      },
      "raw_probability": 0.4403,
      "confidence_lo": 0.0068,
      "confidence_hi": 0.0069,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "dcf33edd567c3de58c3e569f86b5cfc3e62a860653e2609c71ecfea41ee2bf24",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.4403,
        "probability": 0.006909,
        "confidence_lo": 0.006798,
        "confidence_hi": 0.00691,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "03a49629fc446aa19484ee733e02603654c1b6e3b157fdafcd0cf797da435390"
      },
      "receipt_sha256": "03a49629fc446aa19484ee733e02603654c1b6e3b157fdafcd0cf797da435390"
    },
    {
      "storm_id": "177543",
      "lat": 42.581,
      "lon": -84.061,
      "motion_east": 9.5,
      "motion_south": 6.7,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0069,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 974.0,
      "ebshear": 40.0,
      "srh01": 131.0,
      "maxllaz": 0.003,
      "mesh": 0.14,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 131.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.0689
        },
        {
          "name": "alignment",
          "value": 1.7257
        },
        {
          "name": "tau",
          "value": 1.1664
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.44
      },
      "coherence_score": 1.1663967370986938,
      "coherence_diagnostics": {
        "tau": 1.1663967370986938,
        "grad_tau": 0.27166005969047546,
        "torsion": 0.0,
        "alignment": 1.7257089614868164,
        "S_field": 0.5174899101257324,
        "Gamma_field": 0.6223108172416687,
        "S_over_Gamma": 0.831561803817749,
        "Da": 36.503353118896484,
        "E_coh": 0.42073002457618713,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.11,
              42.64
            ],
            [
              -84.03,
              42.63
            ],
            [
              -83.99,
              42.59
            ],
            [
              -83.99,
              42.55
            ],
            [
              -84.01,
              42.53
            ],
            [
              -84.05,
              42.53
            ],
            [
              -84.06,
              42.54
            ],
            [
              -84.1,
              42.55
            ],
            [
              -84.16,
              42.61
            ],
            [
              -84.11,
              42.64
            ]
          ]
        ]
      },
      "raw_probability": 0.44,
      "confidence_lo": 0.0068,
      "confidence_hi": 0.0069,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "6950a825d2c20e46d7cc0d4f2ff62bc3dbeca9dd2504094155b4eae0de0f6c81",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.44,
        "probability": 0.006909,
        "confidence_lo": 0.006798,
        "confidence_hi": 0.00691,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "409101012c94611000b9d619a804127d8d0f42878b5832794eaefa5517c465a8"
      },
      "receipt_sha256": "409101012c94611000b9d619a804127d8d0f42878b5832794eaefa5517c465a8"
    },
    {
      "storm_id": "177824",
      "lat": 42.73,
      "lon": -84.296,
      "motion_east": 9.2,
      "motion_south": 6.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0069,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1298.0,
      "ebshear": 40.0,
      "srh01": 136.0,
      "maxllaz": 0.003,
      "mesh": 0.18,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 136.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.0689
        },
        {
          "name": "alignment",
          "value": 1.7257
        },
        {
          "name": "tau",
          "value": 1.1664
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.44
      },
      "coherence_score": 1.1663967370986938,
      "coherence_diagnostics": {
        "tau": 1.1663967370986938,
        "grad_tau": 0.27166005969047546,
        "torsion": 0.0,
        "alignment": 1.7257089614868164,
        "S_field": 0.5174899101257324,
        "Gamma_field": 0.6223108172416687,
        "S_over_Gamma": 0.831561803817749,
        "Da": 36.503353118896484,
        "E_coh": 0.42073002457618713,
        "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": [
          [
            [
              -84.36,
              42.8
            ],
            [
              -84.32,
              42.8
            ],
            [
              -84.24,
              42.73
            ],
            [
              -84.21,
              42.73
            ],
            [
              -84.2,
              42.72
            ],
            [
              -84.2,
              42.68
            ],
            [
              -84.21,
              42.67
            ],
            [
              -84.25,
              42.67
            ],
            [
              -84.29,
              42.7
            ],
            [
              -84.33,
              42.7
            ],
            [
              -84.35,
              42.72
            ],
            [
              -84.36,
              42.72
            ],
            [
              -84.38,
              42.74
            ],
            [
              -84.38,
              42.77
            ],
            [
              -84.36,
              42.8
            ]
          ]
        ]
      },
      "raw_probability": 0.44,
      "confidence_lo": 0.0068,
      "confidence_hi": 0.0069,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "6950a825d2c20e46d7cc0d4f2ff62bc3dbeca9dd2504094155b4eae0de0f6c81",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.44,
        "probability": 0.006909,
        "confidence_lo": 0.006798,
        "confidence_hi": 0.00691,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "409101012c94611000b9d619a804127d8d0f42878b5832794eaefa5517c465a8"
      },
      "receipt_sha256": "409101012c94611000b9d619a804127d8d0f42878b5832794eaefa5517c465a8"
    },
    {
      "storm_id": "177900",
      "lat": 42.7662,
      "lon": -84.0254,
      "motion_east": 9.1,
      "motion_south": 6.4,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0069,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 918.0,
      "ebshear": 42.0,
      "srh01": 111.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 111.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.0689
        },
        {
          "name": "alignment",
          "value": 1.7257
        },
        {
          "name": "tau",
          "value": 1.1664
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.44
      },
      "coherence_score": 1.1663967370986938,
      "coherence_diagnostics": {
        "tau": 1.1663967370986938,
        "grad_tau": 0.27166005969047546,
        "torsion": 0.0,
        "alignment": 1.7257089614868164,
        "S_field": 0.5174899101257324,
        "Gamma_field": 0.6223108172416687,
        "S_over_Gamma": 0.831561803817749,
        "Da": 36.503353118896484,
        "E_coh": 0.42073002457618713,
        "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": [
          [
            [
              -84.03,
              42.81
            ],
            [
              -84.02,
              42.8
            ],
            [
              -84.0,
              42.8
            ],
            [
              -84.0,
              42.79
            ],
            [
              -83.97,
              42.75
            ],
            [
              -83.98,
              42.71
            ],
            [
              -84.01,
              42.69
            ],
            [
              -84.03,
              42.69
            ],
            [
              -84.08,
              42.73
            ],
            [
              -84.08,
              42.78
            ],
            [
              -84.06,
              42.8
            ],
            [
              -84.04,
              42.8
            ],
            [
              -84.03,
              42.81
            ]
          ]
        ]
      },
      "raw_probability": 0.44,
      "confidence_lo": 0.0068,
      "confidence_hi": 0.0069,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "6950a825d2c20e46d7cc0d4f2ff62bc3dbeca9dd2504094155b4eae0de0f6c81",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.44,
        "probability": 0.006909,
        "confidence_lo": 0.006798,
        "confidence_hi": 0.00691,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "409101012c94611000b9d619a804127d8d0f42878b5832794eaefa5517c465a8"
      },
      "receipt_sha256": "409101012c94611000b9d619a804127d8d0f42878b5832794eaefa5517c465a8"
    },
    {
      "storm_id": "177921",
      "lat": 42.915,
      "lon": -84.41,
      "motion_east": 9.1,
      "motion_south": 6.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0069,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1169.0,
      "ebshear": 37.0,
      "srh01": 124.0,
      "maxllaz": 0.002,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 124.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.0689
        },
        {
          "name": "alignment",
          "value": 1.7257
        },
        {
          "name": "tau",
          "value": 1.1664
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.44
      },
      "coherence_score": 1.1663967370986938,
      "coherence_diagnostics": {
        "tau": 1.1663967370986938,
        "grad_tau": 0.27166005969047546,
        "torsion": 0.0,
        "alignment": 1.7257089614868164,
        "S_field": 0.5174899101257324,
        "Gamma_field": 0.6223108172416687,
        "S_over_Gamma": 0.831561803817749,
        "Da": 36.503353118896484,
        "E_coh": 0.42073002457618713,
        "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": [
          [
            [
              -84.42,
              42.95
            ],
            [
              -84.38,
              42.95
            ],
            [
              -84.37,
              42.94
            ],
            [
              -84.37,
              42.89
            ],
            [
              -84.39,
              42.87
            ],
            [
              -84.42,
              42.87
            ],
            [
              -84.44,
              42.88
            ],
            [
              -84.44,
              42.92
            ],
            [
              -84.45,
              42.93
            ],
            [
              -84.42,
              42.95
            ]
          ]
        ]
      },
      "raw_probability": 0.44,
      "confidence_lo": 0.0068,
      "confidence_hi": 0.0069,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "6950a825d2c20e46d7cc0d4f2ff62bc3dbeca9dd2504094155b4eae0de0f6c81",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.44,
        "probability": 0.006909,
        "confidence_lo": 0.006798,
        "confidence_hi": 0.00691,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "409101012c94611000b9d619a804127d8d0f42878b5832794eaefa5517c465a8"
      },
      "receipt_sha256": "409101012c94611000b9d619a804127d8d0f42878b5832794eaefa5517c465a8"
    },
    {
      "storm_id": "177422",
      "lat": 41.6257,
      "lon": -86.1365,
      "motion_east": 10.5,
      "motion_south": 8.7,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0069,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2262.0,
      "ebshear": 54.0,
      "srh01": 334.0,
      "maxllaz": 0.005,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 334.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.8189
        },
        {
          "name": "alignment",
          "value": 7.5814
        },
        {
          "name": "tau",
          "value": 1.8183
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4384
      },
      "coherence_score": 1.818317174911499,
      "coherence_diagnostics": {
        "tau": 1.818317174911499,
        "grad_tau": 0.38097721338272095,
        "torsion": 0.0,
        "alignment": 7.5814032554626465,
        "S_field": 0.7647173404693604,
        "Gamma_field": 0.29814413189888,
        "S_over_Gamma": 2.564924955368042,
        "Da": 17.19223403930664,
        "E_coh": 0.7998900413513184,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.13,
              41.74
            ],
            [
              -86.1,
              41.74
            ],
            [
              -86.09,
              41.73
            ],
            [
              -86.09,
              41.71
            ],
            [
              -86.07,
              41.67
            ],
            [
              -86.08,
              41.66
            ],
            [
              -86.04,
              41.62
            ],
            [
              -86.03,
              41.62
            ],
            [
              -86.01,
              41.59
            ],
            [
              -86.01,
              41.56
            ],
            [
              -86.06,
              41.51
            ],
            [
              -86.1,
              41.49
            ],
            [
              -86.16,
              41.49
            ],
            [
              -86.2,
              41.52
            ],
            [
              -86.26,
              41.53
            ],
            [
              -86.28,
              41.55
            ],
            [
              -86.28,
              41.59
            ],
            [
              -86.29,
              41.6
            ],
            [
              -86.22,
              41.65
            ],
            [
              -86.2,
              41.65
            ],
            [
              -86.16,
              41.7
            ],
            [
              -86.15,
              41.73
            ],
            [
              -86.13,
              41.74
            ]
          ]
        ]
      },
      "raw_probability": 0.4384,
      "confidence_lo": 0.0068,
      "confidence_hi": 0.0069,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "fc2995a1e61a0a5c9df38773b1daa13a68f07abea142ffb6c59a1ccf01ca5913",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.4384,
        "probability": 0.006909,
        "confidence_lo": 0.006798,
        "confidence_hi": 0.00691,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7876404a311ba1b32514a49b777d6ba577e50312edbce8d342575a6395345228"
      },
      "receipt_sha256": "7876404a311ba1b32514a49b777d6ba577e50312edbce8d342575a6395345228"
    },
    {
      "storm_id": "177141",
      "lat": 42.3331,
      "lon": -84.0644,
      "motion_east": 13.0,
      "motion_south": 9.2,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0069,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 822.0,
      "ebshear": 35.0,
      "srh01": 183.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 183.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.0689
        },
        {
          "name": "alignment",
          "value": 1.7257
        },
        {
          "name": "tau",
          "value": 1.1664
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4355
      },
      "coherence_score": 1.1663967370986938,
      "coherence_diagnostics": {
        "tau": 1.1663967370986938,
        "grad_tau": 0.27166005969047546,
        "torsion": 0.0,
        "alignment": 1.7257089614868164,
        "S_field": 0.5174899101257324,
        "Gamma_field": 0.6223108172416687,
        "S_over_Gamma": 0.831561803817749,
        "Da": 36.503353118896484,
        "E_coh": 0.42073002457618713,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.08,
              42.41
            ],
            [
              -84.06,
              42.41
            ],
            [
              -84.04,
              42.39
            ],
            [
              -84.03,
              42.39
            ],
            [
              -84.01,
              42.36
            ],
            [
              -84.01,
              42.33
            ],
            [
              -84.0,
              42.32
            ],
            [
              -84.0,
              42.27
            ],
            [
              -84.02,
              42.25
            ],
            [
              -84.08,
              42.25
            ],
            [
              -84.09,
              42.26
            ],
            [
              -84.12,
              42.26
            ],
            [
              -84.15,
              42.3
            ],
            [
              -84.13,
              42.34
            ],
            [
              -84.13,
              42.38
            ],
            [
              -84.08,
              42.41
            ]
          ]
        ]
      },
      "raw_probability": 0.4355,
      "confidence_lo": 0.0068,
      "confidence_hi": 0.0069,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "35c8876379c46532e3d7ea4a3f3ed493de6648579312488b207d6d70973906fa",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.4355,
        "probability": 0.006909,
        "confidence_lo": 0.006798,
        "confidence_hi": 0.00691,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cf715fb1c85280557f47320d9fca4bfc1e0b97c044998aced5e0bc4d88579195"
      },
      "receipt_sha256": "cf715fb1c85280557f47320d9fca4bfc1e0b97c044998aced5e0bc4d88579195"
    },
    {
      "storm_id": "177826",
      "lat": 41.5844,
      "lon": -78.9567,
      "motion_east": 7.2,
      "motion_south": -1.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0069,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1664.0,
      "ebshear": 26.0,
      "srh01": 118.0,
      "maxllaz": 0.004,
      "mesh": 0.49,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 118.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.1939
        },
        {
          "name": "alignment",
          "value": 6.2939
        },
        {
          "name": "tau",
          "value": 1.6324
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4322
      },
      "coherence_score": 1.6323713064193726,
      "coherence_diagnostics": {
        "tau": 1.6323713064193726,
        "grad_tau": 0.22197876870632172,
        "torsion": 0.0,
        "alignment": 6.293865203857422,
        "S_field": 0.8362449407577515,
        "Gamma_field": 0.30647748708724976,
        "S_over_Gamma": 2.7285687923431396,
        "Da": 19.78230857849121,
        "E_coh": 0.7707780003547668,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.96,
              41.62
            ],
            [
              -78.92,
              41.6
            ],
            [
              -78.92,
              41.56
            ],
            [
              -78.94,
              41.54
            ],
            [
              -78.96,
              41.54
            ],
            [
              -78.99,
              41.56
            ],
            [
              -78.99,
              41.61
            ],
            [
              -78.97,
              41.61
            ],
            [
              -78.96,
              41.62
            ]
          ]
        ]
      },
      "raw_probability": 0.4322,
      "confidence_lo": 0.0068,
      "confidence_hi": 0.0069,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "1fd516d79f07f36bb702a28ebcfa0938942c4fb10f20342eec4b3cfbb09db300",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.4322,
        "probability": 0.006909,
        "confidence_lo": 0.006798,
        "confidence_hi": 0.00691,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4713a7bc7feca5df7e9648efffdbbcf6d3e2852b3f701ef3f5d0277ed97c7e98"
      },
      "receipt_sha256": "4713a7bc7feca5df7e9648efffdbbcf6d3e2852b3f701ef3f5d0277ed97c7e98"
    },
    {
      "storm_id": "177473",
      "lat": 30.4022,
      "lon": -85.6889,
      "motion_east": 5.1,
      "motion_south": 2.7,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0057,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1900.0,
      "ebshear": 23.0,
      "srh01": 70.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 70.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.0689
        },
        {
          "name": "alignment",
          "value": -1.7418
        },
        {
          "name": "tau",
          "value": 2.5406
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4023
      },
      "coherence_score": 2.540633201599121,
      "coherence_diagnostics": {
        "tau": 2.540633201599121,
        "grad_tau": 0.014331042766571045,
        "torsion": 0.0,
        "alignment": -1.7418490648269653,
        "S_field": 0.8183881044387817,
        "Gamma_field": 0.3073108196258545,
        "S_over_Gamma": 2.6630630493164062,
        "Da": 19.365583419799805,
        "E_coh": 0.8568781614303589,
        "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": [
          [
            [
              -85.72,
              30.43
            ],
            [
              -85.7,
              30.43
            ],
            [
              -85.67,
              30.41
            ],
            [
              -85.65,
              30.41
            ],
            [
              -85.65,
              30.37
            ],
            [
              -85.66,
              30.36
            ],
            [
              -85.7,
              30.37
            ],
            [
              -85.73,
              30.41
            ],
            [
              -85.72,
              30.43
            ]
          ]
        ]
      },
      "raw_probability": 0.4023,
      "confidence_lo": 0.0053,
      "confidence_hi": 0.0057,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "3c9f47926226186543ead36216309567621e8b41cc1c4c27f5b49dc57beffdef",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.4023,
        "probability": 0.005732,
        "confidence_lo": 0.005293,
        "confidence_hi": 0.005734,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "37200581ab0ead2cb1af0245fc8c3c4394ea2829893b3b88dd3706c08e795fae"
      },
      "receipt_sha256": "37200581ab0ead2cb1af0245fc8c3c4394ea2829893b3b88dd3706c08e795fae"
    },
    {
      "storm_id": "177908",
      "lat": 30.7364,
      "lon": -85.6891,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0034,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1506.0,
      "ebshear": 24.0,
      "srh01": 80.0,
      "maxllaz": 0.002,
      "mesh": 0.24,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 80.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.0689
        },
        {
          "name": "alignment",
          "value": -1.7418
        },
        {
          "name": "tau",
          "value": 2.5406
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3777
      },
      "coherence_score": 2.540633201599121,
      "coherence_diagnostics": {
        "tau": 2.540633201599121,
        "grad_tau": 0.014331042766571045,
        "torsion": 0.0,
        "alignment": -1.7418490648269653,
        "S_field": 0.8183881044387817,
        "Gamma_field": 0.3073108196258545,
        "S_over_Gamma": 2.6630630493164062,
        "Da": 19.365583419799805,
        "E_coh": 0.8568781614303589,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.71,
              30.78
            ],
            [
              -85.64,
              30.78
            ],
            [
              -85.65,
              30.77
            ],
            [
              -85.65,
              30.72
            ],
            [
              -85.66,
              30.7
            ],
            [
              -85.69,
              30.7
            ],
            [
              -85.7,
              30.69
            ],
            [
              -85.71,
              30.69
            ],
            [
              -85.73,
              30.72
            ],
            [
              -85.73,
              30.77
            ],
            [
              -85.71,
              30.78
            ]
          ]
        ]
      },
      "raw_probability": 0.3777,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0034,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "fdeeaa0333608ba345ef28e375d6c21c449e85785851a1f9006684a5fe0040d0",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.3777,
        "probability": 0.003407,
        "confidence_lo": 0.003093,
        "confidence_hi": 0.003408,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dffd9f103cdb232c6cb6e6470e4e9e35330886a84297fefccd76fb09ac07727b"
      },
      "receipt_sha256": "dffd9f103cdb232c6cb6e6470e4e9e35330886a84297fefccd76fb09ac07727b"
    },
    {
      "storm_id": "177927",
      "lat": 39.7583,
      "lon": -95.7608,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4487.0,
      "ebshear": 19.0,
      "srh01": 77.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 77.0
        },
        {
          "name": "hrrr_pwat",
          "value": 62.3189
        },
        {
          "name": "alignment",
          "value": -6.583
        },
        {
          "name": "tau",
          "value": 1.2763
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3726
      },
      "coherence_score": 1.2763035297393799,
      "coherence_diagnostics": {
        "tau": 1.2763035297393799,
        "grad_tau": 0.40595921874046326,
        "torsion": 0.0,
        "alignment": -6.5829548835754395,
        "S_field": 1.5297589302062988,
        "Gamma_field": 0.34064415097236633,
        "S_over_Gamma": 4.490782737731934,
        "Da": 20.950681686401367,
        "E_coh": 0.9039440751075745,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.77,
              39.81
            ],
            [
              -95.71,
              39.81
            ],
            [
              -95.71,
              39.76
            ],
            [
              -95.73,
              39.74
            ],
            [
              -95.73,
              39.73
            ],
            [
              -95.75,
              39.74
            ],
            [
              -95.76,
              39.73
            ],
            [
              -95.81,
              39.72
            ],
            [
              -95.81,
              39.73
            ],
            [
              -95.79,
              39.75
            ],
            [
              -95.79,
              39.77
            ],
            [
              -95.77,
              39.81
            ]
          ]
        ]
      },
      "raw_probability": 0.3726,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "dcf03503a87e75bd313560f05192d9abc2c2a6186c7899de3fc6e676fa1800f1",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.3726,
        "probability": 0.003183,
        "confidence_lo": 0.003093,
        "confidence_hi": 0.003184,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5d43f6911a64aee1a0e47c006d926bca2d914d5c08b64b41577041fa6892b29a"
      },
      "receipt_sha256": "5d43f6911a64aee1a0e47c006d926bca2d914d5c08b64b41577041fa6892b29a"
    },
    {
      "storm_id": "177687",
      "lat": 41.7444,
      "lon": -78.8467,
      "motion_east": 7.2,
      "motion_south": -1.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1536.0,
      "ebshear": 24.0,
      "srh01": 107.0,
      "maxllaz": 0.003,
      "mesh": 0.28,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 107.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.3189
        },
        {
          "name": "alignment",
          "value": 4.987
        },
        {
          "name": "tau",
          "value": 1.7104
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3614
      },
      "coherence_score": 1.7104156017303467,
      "coherence_diagnostics": {
        "tau": 1.7104156017303467,
        "grad_tau": 0.11999841034412384,
        "torsion": 0.0,
        "alignment": 4.9870123863220215,
        "S_field": 0.638389527797699,
        "Gamma_field": 0.3948107957839966,
        "S_over_Gamma": 1.616950511932373,
        "Da": 26.035451889038086,
        "E_coh": 0.7636999487876892,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.87,
              41.78
            ],
            [
              -78.84,
              41.78
            ],
            [
              -78.8,
              41.75
            ],
            [
              -78.8,
              41.72
            ],
            [
              -78.82,
              41.7
            ],
            [
              -78.86,
              41.7
            ],
            [
              -78.88,
              41.72
            ],
            [
              -78.88,
              41.77
            ],
            [
              -78.87,
              41.78
            ]
          ]
        ]
      },
      "raw_probability": 0.3614,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "dbbb465da2c05181c5f758b34c8b33d1fd7f4efb39605a5d615261a55c54b07c",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.3614,
        "probability": 0.003183,
        "confidence_lo": 0.003093,
        "confidence_hi": 0.003184,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7917e70bb1889c0febb19f13883fa6c06cfdfd89ab0793989e4f27e0083d1d49"
      },
      "receipt_sha256": "7917e70bb1889c0febb19f13883fa6c06cfdfd89ab0793989e4f27e0083d1d49"
    },
    {
      "storm_id": "177434",
      "lat": 43.2644,
      "lon": -79.3364,
      "motion_east": 9.6,
      "motion_south": 1.3,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1935.0,
      "ebshear": 22.0,
      "srh01": 107.0,
      "maxllaz": 0.004,
      "mesh": 0.29,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 107.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.6939
        },
        {
          "name": "alignment",
          "value": 9.1703
        },
        {
          "name": "tau",
          "value": 1.1996
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3456
      },
      "coherence_score": 1.1996430158615112,
      "coherence_diagnostics": {
        "tau": 1.1996430158615112,
        "grad_tau": 0.2528194785118103,
        "torsion": 0.0,
        "alignment": 9.170292854309082,
        "S_field": 0.4089488387107849,
        "Gamma_field": 0.18981078267097473,
        "S_over_Gamma": 2.154507875442505,
        "Da": 11.312037467956543,
        "E_coh": 0.5981931686401367,
        "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": [
          [
            [
              -79.2,
              43.34
            ],
            [
              -79.18,
              43.32
            ],
            [
              -79.2,
              43.31
            ],
            [
              -79.24,
              43.27
            ],
            [
              -79.26,
              43.23
            ],
            [
              -79.26,
              43.21
            ],
            [
              -79.3,
              43.17
            ],
            [
              -79.37,
              43.17
            ],
            [
              -79.39,
              43.19
            ],
            [
              -79.42,
              43.19
            ],
            [
              -79.43,
              43.2
            ],
            [
              -79.49,
              43.2
            ],
            [
              -79.5,
              43.21
            ],
            [
              -79.5,
              43.26
            ],
            [
              -79.49,
              43.27
            ],
            [
              -79.47,
              43.27
            ],
            [
              -79.43,
              43.29
            ],
            [
              -79.39,
              43.29
            ],
            [
              -79.36,
              43.31
            ],
            [
              -79.3,
              43.31
            ],
            [
              -79.29,
              43.3
            ],
            [
              -79.27,
              43.3
            ],
            [
              -79.25,
              43.33
            ],
            [
              -79.22,
              43.33
            ],
            [
              -79.2,
              43.34
            ]
          ]
        ]
      },
      "raw_probability": 0.3456,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "41ab3bb06ee7675124999363a6c0df97a14220e6b82d7a0041b664faa2afa2ac",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.3456,
        "probability": 0.003183,
        "confidence_lo": 0.003093,
        "confidence_hi": 0.003184,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "047a229bd3745121250dc149180f2eb828d23a0fcf9877b01c517cb53ded25af"
      },
      "receipt_sha256": "047a229bd3745121250dc149180f2eb828d23a0fcf9877b01c517cb53ded25af"
    },
    {
      "storm_id": "177314",
      "lat": 39.9836,
      "lon": -77.6157,
      "motion_east": 4.8,
      "motion_south": -2.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1057.0,
      "ebshear": 33.0,
      "srh01": 53.0,
      "maxllaz": 0.006,
      "mesh": 0.72,
      "flash_rate": 20.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.3189
        },
        {
          "name": "alignment",
          "value": -2.7676
        },
        {
          "name": "tau",
          "value": 1.8245
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3362
      },
      "coherence_score": 1.8244762420654297,
      "coherence_diagnostics": {
        "tau": 1.8244762420654297,
        "grad_tau": 0.07207883149385452,
        "torsion": 0.0,
        "alignment": -2.7676491737365723,
        "S_field": 0.7635740041732788,
        "Gamma_field": 0.20814412832260132,
        "S_over_Gamma": 3.6684868335723877,
        "Da": 13.826562881469727,
        "E_coh": 0.692918062210083,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.57,
              40.04
            ],
            [
              -77.53,
              40.02
            ],
            [
              -77.53,
              39.95
            ],
            [
              -77.56,
              39.91
            ],
            [
              -77.61,
              39.9
            ],
            [
              -77.65,
              39.93
            ],
            [
              -77.66,
              39.93
            ],
            [
              -77.69,
              39.96
            ],
            [
              -77.7,
              39.98
            ],
            [
              -77.7,
              40.03
            ],
            [
              -77.64,
              40.02
            ],
            [
              -77.63,
              40.03
            ],
            [
              -77.58,
              40.03
            ],
            [
              -77.57,
              40.04
            ]
          ]
        ]
      },
      "raw_probability": 0.3362,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "177564c9ab79e2b50599dca143bf0b4f868e09a016b5dca2baaabd359c24df27",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.3362,
        "probability": 0.003183,
        "confidence_lo": 0.003093,
        "confidence_hi": 0.003184,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fa31cb770874570f89fa4b76ac8cadb40b7442ef94e28ce8ebe9631417dc19d5"
      },
      "receipt_sha256": "fa31cb770874570f89fa4b76ac8cadb40b7442ef94e28ce8ebe9631417dc19d5"
    },
    {
      "storm_id": "177523",
      "lat": 43.2289,
      "lon": -79.0267,
      "motion_east": 9.9,
      "motion_south": 1.3,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2165.0,
      "ebshear": 27.0,
      "srh01": 156.0,
      "maxllaz": 0.007,
      "mesh": 0.66,
      "flash_rate": 20.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 156.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.6939
        },
        {
          "name": "alignment",
          "value": 9.1703
        },
        {
          "name": "tau",
          "value": 1.1996
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3311
      },
      "coherence_score": 1.1996430158615112,
      "coherence_diagnostics": {
        "tau": 1.1996430158615112,
        "grad_tau": 0.2528194785118103,
        "torsion": 0.0,
        "alignment": 9.170292854309082,
        "S_field": 0.4089488387107849,
        "Gamma_field": 0.18981078267097473,
        "S_over_Gamma": 2.154507875442505,
        "Da": 11.312037467956543,
        "E_coh": 0.5981931686401367,
        "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": [
          [
            [
              -79.02,
              43.33
            ],
            [
              -79.0,
              43.33
            ],
            [
              -78.95,
              43.28
            ],
            [
              -78.95,
              43.26
            ],
            [
              -78.96,
              43.25
            ],
            [
              -78.96,
              43.2
            ],
            [
              -78.97,
              43.19
            ],
            [
              -78.98,
              43.13
            ],
            [
              -79.01,
              43.1
            ],
            [
              -79.05,
              43.1
            ],
            [
              -79.09,
              43.14
            ],
            [
              -79.1,
              43.16
            ],
            [
              -79.1,
              43.22
            ],
            [
              -79.09,
              43.23
            ],
            [
              -79.09,
              43.27
            ],
            [
              -79.08,
              43.29
            ],
            [
              -79.06,
              43.31
            ],
            [
              -79.02,
              43.33
            ]
          ]
        ]
      },
      "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": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "7168d61d6258bf476f921646d1751d9b1f8e4ae383540ad75e0aaa26229c9c97",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.3311,
        "probability": 0.003183,
        "confidence_lo": 0.003093,
        "confidence_hi": 0.003184,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5c67a41c7d08f80191ef04df6a8e087ef3c7b5f6ab34024c81e891cdac9a40c1"
      },
      "receipt_sha256": "5c67a41c7d08f80191ef04df6a8e087ef3c7b5f6ab34024c81e891cdac9a40c1"
    },
    {
      "storm_id": "177775",
      "lat": 38.9782,
      "lon": -101.8127,
      "motion_east": 7.2,
      "motion_south": 1.4,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 890.0,
      "ebshear": 41.0,
      "srh01": 20.0,
      "maxllaz": 0.008,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.9439
        },
        {
          "name": "alignment",
          "value": -7.2869
        },
        {
          "name": "tau",
          "value": 0.4478
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3269
      },
      "coherence_score": 0.4478089213371277,
      "coherence_diagnostics": {
        "tau": 0.4478089213371277,
        "grad_tau": 0.07111391425132751,
        "torsion": 0.0,
        "alignment": -7.286888122558594,
        "S_field": 0.25540268421173096,
        "Gamma_field": 0.4923107922077179,
        "S_over_Gamma": 0.518783450126648,
        "Da": 29.03821563720703,
        "E_coh": 0.2377878874540329,
        "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": [
          [
            [
              -101.74,
              39.1
            ],
            [
              -101.7,
              39.1
            ],
            [
              -101.68,
              39.07
            ],
            [
              -101.68,
              39.03
            ],
            [
              -101.69,
              39.02
            ],
            [
              -101.69,
              39.0
            ],
            [
              -101.71,
              38.96
            ],
            [
              -101.74,
              38.94
            ],
            [
              -101.77,
              38.94
            ],
            [
              -101.78,
              38.93
            ],
            [
              -101.81,
              38.93
            ],
            [
              -101.83,
              38.92
            ],
            [
              -101.86,
              38.89
            ],
            [
              -101.86,
              38.88
            ],
            [
              -101.88,
              38.87
            ],
            [
              -101.91,
              38.88
            ],
            [
              -101.91,
              38.89
            ],
            [
              -101.93,
              38.91
            ],
            [
              -101.94,
              38.91
            ],
            [
              -101.95,
              38.93
            ],
            [
              -101.94,
              38.95
            ],
            [
              -101.94,
              38.98
            ],
            [
              -101.89,
              38.98
            ],
            [
              -101.88,
              38.96
            ],
            [
              -101.86,
              38.96
            ],
            [
              -101.85,
              38.95
            ],
            [
              -101.79,
              39.0
            ],
            [
              -101.79,
              39.02
            ],
            [
              -101.78,
              39.03
            ],
            [
              -101.78,
              39.07
            ],
            [
              -101.77,
              39.09
            ],
            [
              -101.75,
              39.09
            ],
            [
              -101.74,
              39.1
            ]
          ]
        ]
      },
      "raw_probability": 0.3269,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "3b3fa8dc177b1d5673f1f8c8691ab5c5c25563a12052a40684c88724fd265bd1",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.3269,
        "probability": 0.003183,
        "confidence_lo": 0.003093,
        "confidence_hi": 0.003184,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "72f71f39ae07493d4ba2e0b8f23237bb9a3df154352e58273a4ef8bc4e548037"
      },
      "receipt_sha256": "72f71f39ae07493d4ba2e0b8f23237bb9a3df154352e58273a4ef8bc4e548037"
    },
    {
      "storm_id": "177686",
      "lat": 42.0273,
      "lon": -79.3473,
      "motion_east": 4.8,
      "motion_south": 2.2,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1547.0,
      "ebshear": 30.0,
      "srh01": 148.0,
      "maxllaz": 0.001,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 148.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.1939
        },
        {
          "name": "alignment",
          "value": 6.2939
        },
        {
          "name": "tau",
          "value": 1.6324
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3187
      },
      "coherence_score": 1.6323713064193726,
      "coherence_diagnostics": {
        "tau": 1.6323713064193726,
        "grad_tau": 0.22197876870632172,
        "torsion": 0.0,
        "alignment": 6.293865203857422,
        "S_field": 0.8362449407577515,
        "Gamma_field": 0.30647748708724976,
        "S_over_Gamma": 2.7285687923431396,
        "Da": 19.78230857849121,
        "E_coh": 0.7707780003547668,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.33,
              42.07
            ],
            [
              -79.31,
              42.07
            ],
            [
              -79.3,
              42.06
            ],
            [
              -79.32,
              41.98
            ],
            [
              -79.33,
              41.97
            ],
            [
              -79.38,
              41.97
            ],
            [
              -79.39,
              41.98
            ],
            [
              -79.4,
              42.03
            ],
            [
              -79.38,
              42.05
            ],
            [
              -79.35,
              42.05
            ],
            [
              -79.33,
              42.07
            ]
          ]
        ]
      },
      "raw_probability": 0.3187,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "b40b7030e42381985bfcecb8e70a2a01a7f13183ec900d3b61e8ea2ca1978178",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.3187,
        "probability": 0.003183,
        "confidence_lo": 0.003093,
        "confidence_hi": 0.003184,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c202f45e91aef51c0fefcf43560d09315e9f207d6282fa039d12bd117c7a6b8f"
      },
      "receipt_sha256": "c202f45e91aef51c0fefcf43560d09315e9f207d6282fa039d12bd117c7a6b8f"
    },
    {
      "storm_id": "176395",
      "lat": 42.214,
      "lon": -78.1112,
      "motion_east": 7.5,
      "motion_south": -4.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1454.0,
      "ebshear": 25.0,
      "srh01": 89.0,
      "maxllaz": 0.004,
      "mesh": 0.58,
      "flash_rate": 17.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 89.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.3189
        },
        {
          "name": "alignment",
          "value": 4.987
        },
        {
          "name": "tau",
          "value": 1.7104
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3134
      },
      "coherence_score": 1.7104156017303467,
      "coherence_diagnostics": {
        "tau": 1.7104156017303467,
        "grad_tau": 0.11999841034412384,
        "torsion": 0.0,
        "alignment": 4.9870123863220215,
        "S_field": 0.638389527797699,
        "Gamma_field": 0.3948107957839966,
        "S_over_Gamma": 1.616950511932373,
        "Da": 26.035451889038086,
        "E_coh": 0.7636999487876892,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.07,
              42.3
            ],
            [
              -78.03,
              42.3
            ],
            [
              -78.01,
              42.29
            ],
            [
              -78.0,
              42.28
            ],
            [
              -78.0,
              42.25
            ],
            [
              -78.01,
              42.24
            ],
            [
              -78.07,
              42.24
            ],
            [
              -78.09,
              42.22
            ],
            [
              -78.09,
              42.2
            ],
            [
              -78.08,
              42.19
            ],
            [
              -78.08,
              42.15
            ],
            [
              -78.12,
              42.11
            ],
            [
              -78.14,
              42.1
            ],
            [
              -78.2,
              42.11
            ],
            [
              -78.22,
              42.13
            ],
            [
              -78.22,
              42.15
            ],
            [
              -78.23,
              42.16
            ],
            [
              -78.22,
              42.17
            ],
            [
              -78.22,
              42.19
            ],
            [
              -78.18,
              42.23
            ],
            [
              -78.16,
              42.24
            ],
            [
              -78.11,
              42.24
            ],
            [
              -78.08,
              42.27
            ],
            [
              -78.08,
              42.29
            ],
            [
              -78.07,
              42.3
            ]
          ]
        ]
      },
      "raw_probability": 0.3134,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "4e3af6ae5fbd3eec9e30d54c6277c72ab3333e9ef5445ee19093cc399e472ff1",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.3134,
        "probability": 0.003183,
        "confidence_lo": 0.003093,
        "confidence_hi": 0.003184,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e8b7a6d7b13cd74394340f33b02c4dafe05bd668b984c75709d676f203614c21"
      },
      "receipt_sha256": "e8b7a6d7b13cd74394340f33b02c4dafe05bd668b984c75709d676f203614c21"
    },
    {
      "storm_id": "177887",
      "lat": 30.0044,
      "lon": -85.8211,
      "motion_east": 7.8,
      "motion_south": 4.2,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3341.0,
      "ebshear": 17.0,
      "srh01": 51.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 51.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.3189
        },
        {
          "name": "alignment",
          "value": -1.7647
        },
        {
          "name": "tau",
          "value": 2.5754
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3133
      },
      "coherence_score": 2.5754494667053223,
      "coherence_diagnostics": {
        "tau": 2.5754494667053223,
        "grad_tau": 0.10074982047080994,
        "torsion": 0.0,
        "alignment": -1.764732837677002,
        "S_field": 1.2153502702713013,
        "Gamma_field": 0.2798107862472534,
        "S_over_Gamma": 4.343472003936768,
        "Da": 17.809829711914062,
        "E_coh": 0.8938107490539551,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.83,
              30.04
            ],
            [
              -85.81,
              30.04
            ],
            [
              -85.79,
              30.02
            ],
            [
              -85.79,
              29.98
            ],
            [
              -85.8,
              29.97
            ],
            [
              -85.84,
              29.97
            ],
            [
              -85.85,
              29.98
            ],
            [
              -85.85,
              30.0
            ],
            [
              -85.83,
              30.04
            ]
          ]
        ]
      },
      "raw_probability": 0.3133,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "3a7280aee8b09183ab1d652226ee4a2f834e981090921d101ed3cfcd3ac555ad",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.3133,
        "probability": 0.003183,
        "confidence_lo": 0.003093,
        "confidence_hi": 0.003184,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1d1ee768c25cc07e6740785e793f693152d8ce6804653aae4b842722ee618dd7"
      },
      "receipt_sha256": "1d1ee768c25cc07e6740785e793f693152d8ce6804653aae4b842722ee618dd7"
    },
    {
      "storm_id": "176005",
      "lat": 43.6615,
      "lon": -78.8545,
      "motion_east": 8.9,
      "motion_south": 0.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1797.0,
      "ebshear": 19.0,
      "srh01": 88.0,
      "maxllaz": 0.004,
      "mesh": 0.42,
      "flash_rate": 15.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 88.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.0689
        },
        {
          "name": "alignment",
          "value": 1.115
        },
        {
          "name": "tau",
          "value": 1.2309
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3113
      },
      "coherence_score": 1.2308706045150757,
      "coherence_diagnostics": {
        "tau": 1.2308706045150757,
        "grad_tau": 0.24466601014137268,
        "torsion": 0.0,
        "alignment": 1.115020751953125,
        "S_field": 0.3248538374900818,
        "Gamma_field": 0.8006441593170166,
        "S_over_Gamma": 0.4057405889034271,
        "Da": 51.04639434814453,
        "E_coh": 0.3728204667568207,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 7,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.67,
              43.8
            ],
            [
              -78.63,
              43.8
            ],
            [
              -78.63,
              43.73
            ],
            [
              -78.64,
              43.72
            ],
            [
              -78.63,
              43.66
            ],
            [
              -78.65,
              43.64
            ],
            [
              -78.74,
              43.64
            ],
            [
              -78.79,
              43.59
            ],
            [
              -78.81,
              43.58
            ],
            [
              -78.86,
              43.58
            ],
            [
              -78.87,
              43.57
            ],
            [
              -78.9,
              43.58
            ],
            [
              -78.93,
              43.61
            ],
            [
              -78.97,
              43.6
            ],
            [
              -78.99,
              43.58
            ],
            [
              -79.03,
              43.58
            ],
            [
              -79.04,
              43.57
            ],
            [
              -79.08,
              43.58
            ],
            [
              -79.09,
              43.59
            ],
            [
              -79.09,
              43.64
            ],
            [
              -79.06,
              43.67
            ],
            [
              -79.0,
              43.67
            ],
            [
              -78.99,
              43.68
            ],
            [
              -78.94,
              43.63
            ],
            [
              -78.92,
              43.63
            ],
            [
              -78.86,
              43.69
            ],
            [
              -78.85,
              43.69
            ],
            [
              -78.84,
              43.71
            ],
            [
              -78.83,
              43.71
            ],
            [
              -78.78,
              43.75
            ],
            [
              -78.72,
              43.78
            ],
            [
              -78.7,
              43.78
            ],
            [
              -78.67,
              43.8
            ]
          ]
        ]
      },
      "raw_probability": 0.3113,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "59bf039ce6a724788133616865ce59b53af38ef7a5bb968ea1f1eccd5b191dc5",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.3113,
        "probability": 0.003183,
        "confidence_lo": 0.003093,
        "confidence_hi": 0.003184,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5267c556e2e3605a5969ce06a21e4dc254ae48255f5e757b16d8000396ebc0ef"
      },
      "receipt_sha256": "5267c556e2e3605a5969ce06a21e4dc254ae48255f5e757b16d8000396ebc0ef"
    },
    {
      "storm_id": "177390",
      "lat": 41.1333,
      "lon": -88.2387,
      "motion_east": 8.4,
      "motion_south": 3.7,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3535.0,
      "ebshear": 40.0,
      "srh01": 267.0,
      "maxllaz": 0.007,
      "mesh": 0.23,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 267.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.9439
        },
        {
          "name": "alignment",
          "value": 4.2511
        },
        {
          "name": "tau",
          "value": 1.4186
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3038
      },
      "coherence_score": 1.418599247932434,
      "coherence_diagnostics": {
        "tau": 1.418599247932434,
        "grad_tau": 0.42139357328414917,
        "torsion": 0.0,
        "alignment": 4.251120567321777,
        "S_field": 0.4552554488182068,
        "Gamma_field": 1.0456441640853882,
        "S_over_Gamma": 0.43538275361061096,
        "Da": 57.136962890625,
        "E_coh": 0.6607475280761719,
        "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": [
          [
            [
              -88.28,
              41.22
            ],
            [
              -88.19,
              41.22
            ],
            [
              -88.2,
              41.18
            ],
            [
              -88.17,
              41.15
            ],
            [
              -88.18,
              41.14
            ],
            [
              -88.18,
              41.08
            ],
            [
              -88.21,
              41.05
            ],
            [
              -88.21,
              41.03
            ],
            [
              -88.25,
              41.03
            ],
            [
              -88.25,
              41.05
            ],
            [
              -88.28,
              41.11
            ],
            [
              -88.3,
              41.13
            ],
            [
              -88.31,
              41.19
            ],
            [
              -88.29,
              41.2
            ],
            [
              -88.28,
              41.22
            ]
          ]
        ]
      },
      "raw_probability": 0.3038,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "69c0e121a384d414e3eda8c6c5e28eee372593f6126527ec2987e83458994a5c",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.3038,
        "probability": 0.003183,
        "confidence_lo": 0.003093,
        "confidence_hi": 0.003184,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "777cba6774f3b1e1bcfe9178a71a4912904e1bfcf8ceb4d46d68c8a1b6745c4a"
      },
      "receipt_sha256": "777cba6774f3b1e1bcfe9178a71a4912904e1bfcf8ceb4d46d68c8a1b6745c4a"
    },
    {
      "storm_id": "177931",
      "lat": 38.9218,
      "lon": -97.1264,
      "motion_east": 5.0,
      "motion_south": 2.6,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1133.0,
      "ebshear": 30.0,
      "srh01": 121.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 121.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.5689
        },
        {
          "name": "alignment",
          "value": 7.827
        },
        {
          "name": "tau",
          "value": 0.4849
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3019
      },
      "coherence_score": 0.4849127531051636,
      "coherence_diagnostics": {
        "tau": 0.4849127531051636,
        "grad_tau": 0.22514618933200836,
        "torsion": 0.0,
        "alignment": 7.826964855194092,
        "S_field": 0.3801320493221283,
        "Gamma_field": 1.6089774370193481,
        "S_over_Gamma": 0.2362569123506546,
        "Da": 98.31319427490234,
        "E_coh": 0.66927170753479,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.17,
              38.96
            ],
            [
              -97.13,
              38.96
            ],
            [
              -97.09,
              38.94
            ],
            [
              -97.08,
              38.93
            ],
            [
              -97.08,
              38.89
            ],
            [
              -97.09,
              38.88
            ],
            [
              -97.13,
              38.88
            ],
            [
              -97.14,
              38.89
            ],
            [
              -97.14,
              38.91
            ],
            [
              -97.17,
              38.94
            ],
            [
              -97.17,
              38.96
            ]
          ]
        ]
      },
      "raw_probability": 0.3019,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "04dac14e935197775c9c50c302ee58ec904a6d0ec6e5aa779fcf7071fc3c8a35",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.3019,
        "probability": 0.003183,
        "confidence_lo": 0.003093,
        "confidence_hi": 0.003184,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e10049490fe459bf164412a9ea7813bc496d5f311f6e55646960dbc0f36b1fc0"
      },
      "receipt_sha256": "e10049490fe459bf164412a9ea7813bc496d5f311f6e55646960dbc0f36b1fc0"
    },
    {
      "storm_id": "177713",
      "lat": 42.35,
      "lon": -78.4115,
      "motion_east": 6.3,
      "motion_south": -4.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1356.0,
      "ebshear": 25.0,
      "srh01": 123.0,
      "maxllaz": 0.005,
      "mesh": 0.1,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 123.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.4439
        },
        {
          "name": "alignment",
          "value": 4.9778
        },
        {
          "name": "tau",
          "value": 1.6277
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3014
      },
      "coherence_score": 1.627695918083191,
      "coherence_diagnostics": {
        "tau": 1.627695918083191,
        "grad_tau": 0.253768652677536,
        "torsion": 0.0,
        "alignment": 4.977815628051758,
        "S_field": 0.9307452440261841,
        "Gamma_field": 0.23731079697608948,
        "S_over_Gamma": 3.9220519065856934,
        "Da": 15.42226505279541,
        "E_coh": 0.7633150815963745,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.45,
              42.44
            ],
            [
              -78.39,
              42.44
            ],
            [
              -78.36,
              42.4
            ],
            [
              -78.36,
              42.35
            ],
            [
              -78.37,
              42.34
            ],
            [
              -78.36,
              42.32
            ],
            [
              -78.36,
              42.24
            ],
            [
              -78.41,
              42.24
            ],
            [
              -78.43,
              42.26
            ],
            [
              -78.44,
              42.3
            ],
            [
              -78.49,
              42.36
            ],
            [
              -78.48,
              42.42
            ],
            [
              -78.45,
              42.44
            ]
          ]
        ]
      },
      "raw_probability": 0.3014,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "53c8b5b9832562d2512869fa400e244a95d0da65f4d2ea0419863f8bd5fd485a",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.3014,
        "probability": 0.003183,
        "confidence_lo": 0.003093,
        "confidence_hi": 0.003184,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "624509caedeea0a059e763ed0e72102418ec97b0227a81f71049e1350e127907"
      },
      "receipt_sha256": "624509caedeea0a059e763ed0e72102418ec97b0227a81f71049e1350e127907"
    },
    {
      "storm_id": "176813",
      "lat": 43.7525,
      "lon": -83.541,
      "motion_east": 8.2,
      "motion_south": 5.2,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1433.0,
      "ebshear": 45.0,
      "srh01": 110.0,
      "maxllaz": 0.004,
      "mesh": 0.13,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 110.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.4439
        },
        {
          "name": "alignment",
          "value": -5.7327
        },
        {
          "name": "tau",
          "value": 0.8838
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2952
      },
      "coherence_score": 0.8837625980377197,
      "coherence_diagnostics": {
        "tau": 0.8837625980377197,
        "grad_tau": 0.0030442846473306417,
        "torsion": 0.0,
        "alignment": -5.73270320892334,
        "S_field": 0.18064966797828674,
        "Gamma_field": 0.17231079936027527,
        "S_over_Gamma": 1.0483943223953247,
        "Da": 9.983420372009277,
        "E_coh": 0.36479437351226807,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.51,
              43.86
            ],
            [
              -83.46,
              43.86
            ],
            [
              -83.42,
              43.84
            ],
            [
              -83.4,
              43.82
            ],
            [
              -83.4,
              43.76
            ],
            [
              -83.42,
              43.75
            ],
            [
              -83.49,
              43.68
            ],
            [
              -83.57,
              43.64
            ],
            [
              -83.59,
              43.62
            ],
            [
              -83.63,
              43.62
            ],
            [
              -83.65,
              43.63
            ],
            [
              -83.67,
              43.66
            ],
            [
              -83.67,
              43.69
            ],
            [
              -83.63,
              43.74
            ],
            [
              -83.6,
              43.75
            ],
            [
              -83.56,
              43.79
            ],
            [
              -83.56,
              43.81
            ],
            [
              -83.54,
              43.83
            ],
            [
              -83.54,
              43.84
            ],
            [
              -83.51,
              43.86
            ]
          ]
        ]
      },
      "raw_probability": 0.2952,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "bb3c4ba40880d26bc7da8d3855d1dcfcd29762ea02666ee77fbf0cce0c5980f5",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.2952,
        "probability": 0.003183,
        "confidence_lo": 0.003093,
        "confidence_hi": 0.003184,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4a96b0b50ac516d6cd2b25de6456f3a3056020347249c62c329a8240eca074c8"
      },
      "receipt_sha256": "4a96b0b50ac516d6cd2b25de6456f3a3056020347249c62c329a8240eca074c8"
    },
    {
      "storm_id": "177553",
      "lat": 39.1411,
      "lon": -97.19,
      "motion_east": 5.3,
      "motion_south": 2.7,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2237.0,
      "ebshear": 24.0,
      "srh01": 119.0,
      "maxllaz": 0.003,
      "mesh": 0.18,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 119.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.5689
        },
        {
          "name": "alignment",
          "value": 7.827
        },
        {
          "name": "tau",
          "value": 0.4849
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2948
      },
      "coherence_score": 0.4849127531051636,
      "coherence_diagnostics": {
        "tau": 0.4849127531051636,
        "grad_tau": 0.22514618933200836,
        "torsion": 0.0,
        "alignment": 7.826964855194092,
        "S_field": 0.3801320493221283,
        "Gamma_field": 1.6089774370193481,
        "S_over_Gamma": 0.2362569123506546,
        "Da": 98.31319427490234,
        "E_coh": 0.66927170753479,
        "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": [
          [
            [
              -97.21,
              39.18
            ],
            [
              -97.17,
              39.18
            ],
            [
              -97.15,
              39.16
            ],
            [
              -97.15,
              39.12
            ],
            [
              -97.16,
              39.1
            ],
            [
              -97.2,
              39.09
            ],
            [
              -97.23,
              39.11
            ],
            [
              -97.23,
              39.15
            ],
            [
              -97.21,
              39.18
            ]
          ]
        ]
      },
      "raw_probability": 0.2948,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "8ea9ff5b39662cde325f817ee2369f7a25031ecae2df72d14bd2b8bf7004a475",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.2948,
        "probability": 0.003183,
        "confidence_lo": 0.003093,
        "confidence_hi": 0.003184,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "982293650e4495d8c1441cef7e31701e34249575617d80af98c522f60de79eb9"
      },
      "receipt_sha256": "982293650e4495d8c1441cef7e31701e34249575617d80af98c522f60de79eb9"
    },
    {
      "storm_id": "177593",
      "lat": 39.3321,
      "lon": -97.11,
      "motion_east": 5.3,
      "motion_south": 2.7,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2732.0,
      "ebshear": 21.0,
      "srh01": 124.0,
      "maxllaz": 0.003,
      "mesh": 0.67,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 124.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.5689
        },
        {
          "name": "alignment",
          "value": 7.827
        },
        {
          "name": "tau",
          "value": 0.4849
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2948
      },
      "coherence_score": 0.4849127531051636,
      "coherence_diagnostics": {
        "tau": 0.4849127531051636,
        "grad_tau": 0.22514618933200836,
        "torsion": 0.0,
        "alignment": 7.826964855194092,
        "S_field": 0.3801320493221283,
        "Gamma_field": 1.6089774370193481,
        "S_over_Gamma": 0.2362569123506546,
        "Da": 98.31319427490234,
        "E_coh": 0.66927170753479,
        "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": [
          [
            [
              -97.16,
              39.43
            ],
            [
              -97.11,
              39.43
            ],
            [
              -97.03,
              39.34
            ],
            [
              -97.02,
              39.32
            ],
            [
              -97.02,
              39.27
            ],
            [
              -97.04,
              39.24
            ],
            [
              -97.08,
              39.23
            ],
            [
              -97.1,
              39.24
            ],
            [
              -97.14,
              39.28
            ],
            [
              -97.16,
              39.32
            ],
            [
              -97.16,
              39.34
            ],
            [
              -97.18,
              39.37
            ],
            [
              -97.18,
              39.41
            ],
            [
              -97.16,
              39.43
            ]
          ]
        ]
      },
      "raw_probability": 0.2948,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "8ea9ff5b39662cde325f817ee2369f7a25031ecae2df72d14bd2b8bf7004a475",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.2948,
        "probability": 0.003183,
        "confidence_lo": 0.003093,
        "confidence_hi": 0.003184,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "982293650e4495d8c1441cef7e31701e34249575617d80af98c522f60de79eb9"
      },
      "receipt_sha256": "982293650e4495d8c1441cef7e31701e34249575617d80af98c522f60de79eb9"
    },
    {
      "storm_id": "177905",
      "lat": 39.368,
      "lon": -102.2605,
      "motion_east": 6.8,
      "motion_south": 1.3,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0025,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 881.0,
      "ebshear": 26.0,
      "srh01": 35.0,
      "maxllaz": 0.007,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.9439
        },
        {
          "name": "alignment",
          "value": -7.2869
        },
        {
          "name": "tau",
          "value": 0.4478
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2877
      },
      "coherence_score": 0.4478089213371277,
      "coherence_diagnostics": {
        "tau": 0.4478089213371277,
        "grad_tau": 0.07111391425132751,
        "torsion": 0.0,
        "alignment": -7.286888122558594,
        "S_field": 0.25540268421173096,
        "Gamma_field": 0.4923107922077179,
        "S_over_Gamma": 0.518783450126648,
        "Da": 29.03821563720703,
        "E_coh": 0.2377878874540329,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.3,
              39.45
            ],
            [
              -102.28,
              39.44
            ],
            [
              -102.28,
              39.41
            ],
            [
              -102.27,
              39.4
            ],
            [
              -102.23,
              39.39
            ],
            [
              -102.17,
              39.34
            ],
            [
              -102.17,
              39.3
            ],
            [
              -102.18,
              39.29
            ],
            [
              -102.23,
              39.29
            ],
            [
              -102.24,
              39.3
            ],
            [
              -102.26,
              39.3
            ],
            [
              -102.26,
              39.31
            ],
            [
              -102.28,
              39.33
            ],
            [
              -102.28,
              39.36
            ],
            [
              -102.29,
              39.37
            ],
            [
              -102.28,
              39.38
            ],
            [
              -102.3,
              39.4
            ],
            [
              -102.3,
              39.42
            ],
            [
              -102.31,
              39.43
            ],
            [
              -102.3,
              39.45
            ]
          ]
        ]
      },
      "raw_probability": 0.2877,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0025,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "7b608e31200e9a0ce41f9fbd53ad27730cb8e0827e5cd894f2d79b072460f5ef",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.2877,
        "probability": 0.002502,
        "confidence_lo": 0.002237,
        "confidence_hi": 0.002503,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9e241c810929c9e9a48b8665bfdfd7b848cb23898cceba41295cbc2a61d3390b"
      },
      "receipt_sha256": "9e241c810929c9e9a48b8665bfdfd7b848cb23898cceba41295cbc2a61d3390b"
    },
    {
      "storm_id": "177930",
      "lat": 39.0622,
      "lon": -97.5767,
      "motion_east": 4.7,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0024,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1173.0,
      "ebshear": 20.0,
      "srh01": 95.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 95.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.5689
        },
        {
          "name": "alignment",
          "value": 7.827
        },
        {
          "name": "tau",
          "value": 0.4849
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2869
      },
      "coherence_score": 0.4849127531051636,
      "coherence_diagnostics": {
        "tau": 0.4849127531051636,
        "grad_tau": 0.22514618933200836,
        "torsion": 0.0,
        "alignment": 7.826964855194092,
        "S_field": 0.3801320493221283,
        "Gamma_field": 1.6089774370193481,
        "S_over_Gamma": 0.2362569123506546,
        "Da": 98.31319427490234,
        "E_coh": 0.66927170753479,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.58,
              39.1
            ],
            [
              -97.56,
              39.08
            ],
            [
              -97.56,
              39.06
            ],
            [
              -97.54,
              39.02
            ],
            [
              -97.55,
              39.02
            ],
            [
              -97.59,
              39.05
            ],
            [
              -97.61,
              39.05
            ],
            [
              -97.62,
              39.08
            ],
            [
              -97.58,
              39.1
            ]
          ]
        ]
      },
      "raw_probability": 0.2869,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0024,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "09a1b19f2b0e9bfc546677bda9f30557c3d84a92984044b00c67ff9154bcd793",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.2869,
        "probability": 0.002425,
        "confidence_lo": 0.002237,
        "confidence_hi": 0.002426,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ea19ec294daef00e31a006c8bb49d258f23d97d6c48cfbf95e63b0e8afc01588"
      },
      "receipt_sha256": "ea19ec294daef00e31a006c8bb49d258f23d97d6c48cfbf95e63b0e8afc01588"
    },
    {
      "storm_id": "177579",
      "lat": 38.823,
      "lon": -97.258,
      "motion_east": 4.7,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0024,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1005.0,
      "ebshear": 30.0,
      "srh01": 122.0,
      "maxllaz": 0.003,
      "mesh": 0.32,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 122.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.5689
        },
        {
          "name": "alignment",
          "value": 7.827
        },
        {
          "name": "tau",
          "value": 0.4849
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.28
      },
      "coherence_score": 0.4849127531051636,
      "coherence_diagnostics": {
        "tau": 0.4849127531051636,
        "grad_tau": 0.22514618933200836,
        "torsion": 0.0,
        "alignment": 7.826964855194092,
        "S_field": 0.3801320493221283,
        "Gamma_field": 1.6089774370193481,
        "S_over_Gamma": 0.2362569123506546,
        "Da": 98.31319427490234,
        "E_coh": 0.66927170753479,
        "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": [
          [
            [
              -97.28,
              38.86
            ],
            [
              -97.24,
              38.86
            ],
            [
              -97.23,
              38.85
            ],
            [
              -97.22,
              38.83
            ],
            [
              -97.22,
              38.79
            ],
            [
              -97.23,
              38.78
            ],
            [
              -97.28,
              38.78
            ],
            [
              -97.3,
              38.8
            ],
            [
              -97.3,
              38.82
            ],
            [
              -97.28,
              38.86
            ]
          ]
        ]
      },
      "raw_probability": 0.28,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0024,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "2987464bdeb45bc36701ea7433e6571b62cedbe3af4fa8f0b2c488c46a05e4aa",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.28,
        "probability": 0.002425,
        "confidence_lo": 0.002237,
        "confidence_hi": 0.002426,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6b2a9b3bdb35e0b1a7f64bfaf0718cf7957423927de37f3918ddc1cba73ccf73"
      },
      "receipt_sha256": "6b2a9b3bdb35e0b1a7f64bfaf0718cf7957423927de37f3918ddc1cba73ccf73"
    },
    {
      "storm_id": "177695",
      "lat": 38.8889,
      "lon": -97.4422,
      "motion_east": 4.7,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0024,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1134.0,
      "ebshear": 26.0,
      "srh01": 116.0,
      "maxllaz": 0.002,
      "mesh": 0.23,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 116.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.5689
        },
        {
          "name": "alignment",
          "value": 7.827
        },
        {
          "name": "tau",
          "value": 0.4849
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.28
      },
      "coherence_score": 0.4849127531051636,
      "coherence_diagnostics": {
        "tau": 0.4849127531051636,
        "grad_tau": 0.22514618933200836,
        "torsion": 0.0,
        "alignment": 7.826964855194092,
        "S_field": 0.3801320493221283,
        "Gamma_field": 1.6089774370193481,
        "S_over_Gamma": 0.2362569123506546,
        "Da": 98.31319427490234,
        "E_coh": 0.66927170753479,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.45,
              38.92
            ],
            [
              -97.42,
              38.92
            ],
            [
              -97.41,
              38.91
            ],
            [
              -97.41,
              38.87
            ],
            [
              -97.42,
              38.86
            ],
            [
              -97.46,
              38.85
            ],
            [
              -97.48,
              38.87
            ],
            [
              -97.48,
              38.88
            ],
            [
              -97.45,
              38.92
            ]
          ]
        ]
      },
      "raw_probability": 0.28,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0024,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "2987464bdeb45bc36701ea7433e6571b62cedbe3af4fa8f0b2c488c46a05e4aa",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.28,
        "probability": 0.002425,
        "confidence_lo": 0.002237,
        "confidence_hi": 0.002426,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6b2a9b3bdb35e0b1a7f64bfaf0718cf7957423927de37f3918ddc1cba73ccf73"
      },
      "receipt_sha256": "6b2a9b3bdb35e0b1a7f64bfaf0718cf7957423927de37f3918ddc1cba73ccf73"
    },
    {
      "storm_id": "177541",
      "lat": 44.13,
      "lon": -78.3921,
      "motion_east": 5.7,
      "motion_south": 5.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0024,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1541.0,
      "ebshear": 27.0,
      "srh01": 61.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 61.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.3189
        },
        {
          "name": "alignment",
          "value": 0.5082
        },
        {
          "name": "tau",
          "value": 1.2035
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2795
      },
      "coherence_score": 1.2034926414489746,
      "coherence_diagnostics": {
        "tau": 1.2034926414489746,
        "grad_tau": 0.11614573746919632,
        "torsion": 0.0,
        "alignment": 0.5082359313964844,
        "S_field": 0.4771993160247803,
        "Gamma_field": 0.15314412117004395,
        "S_over_Gamma": 3.1160144805908203,
        "Da": 9.11558723449707,
        "E_coh": 0.9036911129951477,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.48,
              44.26
            ],
            [
              -78.44,
              44.26
            ],
            [
              -78.38,
              44.23
            ],
            [
              -78.34,
              44.23
            ],
            [
              -78.33,
              44.24
            ],
            [
              -78.28,
              44.25
            ],
            [
              -78.24,
              44.22
            ],
            [
              -78.23,
              44.2
            ],
            [
              -78.23,
              44.11
            ],
            [
              -78.24,
              44.09
            ],
            [
              -78.31,
              44.03
            ],
            [
              -78.31,
              44.01
            ],
            [
              -78.34,
              43.98
            ],
            [
              -78.36,
              43.98
            ],
            [
              -78.37,
              43.97
            ],
            [
              -78.4,
              43.97
            ],
            [
              -78.42,
              43.98
            ],
            [
              -78.44,
              44.01
            ],
            [
              -78.44,
              44.04
            ],
            [
              -78.42,
              44.07
            ],
            [
              -78.42,
              44.11
            ],
            [
              -78.45,
              44.13
            ],
            [
              -78.53,
              44.14
            ],
            [
              -78.55,
              44.16
            ],
            [
              -78.55,
              44.21
            ],
            [
              -78.51,
              44.25
            ],
            [
              -78.49,
              44.25
            ],
            [
              -78.48,
              44.26
            ]
          ]
        ]
      },
      "raw_probability": 0.2795,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0024,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "1bf25cbbed3b27412a75683d625557dd1040087a3ae25bcc633310a9de11d803",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.2795,
        "probability": 0.002425,
        "confidence_lo": 0.002237,
        "confidence_hi": 0.002426,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d25b4968d6358bf6ded99824eae8524ea01edd3a3d3ac4719a728b6305f07c79"
      },
      "receipt_sha256": "d25b4968d6358bf6ded99824eae8524ea01edd3a3d3ac4719a728b6305f07c79"
    },
    {
      "storm_id": "177718",
      "lat": 40.3075,
      "lon": -96.7292,
      "motion_east": 5.4,
      "motion_south": 2.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4014.0,
      "ebshear": 26.0,
      "srh01": 63.0,
      "maxllaz": 0.004,
      "mesh": 0.33,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 63.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.6939
        },
        {
          "name": "alignment",
          "value": -9.0684
        },
        {
          "name": "tau",
          "value": 0.7056
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2517
      },
      "coherence_score": 0.7056428790092468,
      "coherence_diagnostics": {
        "tau": 0.7056428790092468,
        "grad_tau": 0.1491149663925171,
        "torsion": 0.0,
        "alignment": -9.068443298339844,
        "S_field": 0.3059546649456024,
        "Gamma_field": 0.20147745311260223,
        "S_over_Gamma": 1.5185554027557373,
        "Da": 12.77505874633789,
        "E_coh": 0.4757903516292572,
        "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": [
          [
            [
              -96.77,
              40.34
            ],
            [
              -96.75,
              40.34
            ],
            [
              -96.74,
              40.33
            ],
            [
              -96.7,
              40.33
            ],
            [
              -96.68,
              40.31
            ],
            [
              -96.68,
              40.29
            ],
            [
              -96.67,
              40.28
            ],
            [
              -96.7,
              40.25
            ],
            [
              -96.73,
              40.25
            ],
            [
              -96.78,
              40.3
            ],
            [
              -96.78,
              40.33
            ],
            [
              -96.77,
              40.34
            ]
          ]
        ]
      },
      "raw_probability": 0.2517,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "4a1c5627cdd45a6d9f1067b38df6a38a57edff5c34d82ac756dadf9109258af5",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.2517,
        "probability": 0.002343,
        "confidence_lo": 0.002237,
        "confidence_hi": 0.002343,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "76b6379434580079c5a28b77c7b1e2274b2e00dd64f6add9009aa478986dcc95"
      },
      "receipt_sha256": "76b6379434580079c5a28b77c7b1e2274b2e00dd64f6add9009aa478986dcc95"
    },
    {
      "storm_id": "177527",
      "lat": 40.2292,
      "lon": -98.39,
      "motion_east": 3.5,
      "motion_south": -1.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3395.0,
      "ebshear": 44.0,
      "srh01": 63.0,
      "maxllaz": 0.006,
      "mesh": 0.33,
      "flash_rate": 14.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 63.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.0689
        },
        {
          "name": "alignment",
          "value": 4.1049
        },
        {
          "name": "tau",
          "value": 0.5617
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2469
      },
      "coherence_score": 0.5616523027420044,
      "coherence_diagnostics": {
        "tau": 0.5616523027420044,
        "grad_tau": 0.03571978583931923,
        "torsion": 0.0,
        "alignment": 4.1049299240112305,
        "S_field": 0.6316148042678833,
        "Gamma_field": 0.8756441473960876,
        "S_over_Gamma": 0.7213144898414612,
        "Da": 51.39741516113281,
        "E_coh": 0.5455408692359924,
        "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": [
          [
            [
              -98.4,
              40.3
            ],
            [
              -98.32,
              40.3
            ],
            [
              -98.3,
              40.28
            ],
            [
              -98.3,
              40.23
            ],
            [
              -98.37,
              40.15
            ],
            [
              -98.39,
              40.14
            ],
            [
              -98.44,
              40.14
            ],
            [
              -98.46,
              40.16
            ],
            [
              -98.46,
              40.21
            ],
            [
              -98.42,
              40.26
            ],
            [
              -98.42,
              40.28
            ],
            [
              -98.4,
              40.3
            ]
          ]
        ]
      },
      "raw_probability": 0.2469,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "56f3422c02420c934c7a2414d6c24833c4ec1e433088cf3a7edd2ead622c4309",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.2469,
        "probability": 0.002343,
        "confidence_lo": 0.002237,
        "confidence_hi": 0.002343,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ec39560e889cd9939012d62aade0a3e83e7dfe3f8cbda2b25c08ca701d082b77"
      },
      "receipt_sha256": "ec39560e889cd9939012d62aade0a3e83e7dfe3f8cbda2b25c08ca701d082b77"
    },
    {
      "storm_id": "176661",
      "lat": 45.8413,
      "lon": -77.7739,
      "motion_east": 6.1,
      "motion_south": -1.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 896.0,
      "ebshear": 25.0,
      "srh01": 40.0,
      "maxllaz": 0.011,
      "mesh": 0.17,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.3189
        },
        {
          "name": "alignment",
          "value": -6.8218
        },
        {
          "name": "tau",
          "value": 0.762
        },
        {
          "name": "maxllaz",
          "value": 0.011
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2375
      },
      "coherence_score": 0.7619892358779907,
      "coherence_diagnostics": {
        "tau": 0.7619892358779907,
        "grad_tau": 0.22127515077590942,
        "torsion": 0.0,
        "alignment": -6.821780681610107,
        "S_field": 0.3615970015525818,
        "Gamma_field": 0.7473108172416687,
        "S_over_Gamma": 0.48386427760124207,
        "Da": 48.71437072753906,
        "E_coh": 0.7108808159828186,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.74,
              46.04
            ],
            [
              -77.7,
              46.03
            ],
            [
              -77.63,
              45.97
            ],
            [
              -77.6,
              45.97
            ],
            [
              -77.59,
              45.96
            ],
            [
              -77.59,
              45.92
            ],
            [
              -77.63,
              45.9
            ],
            [
              -77.67,
              45.86
            ],
            [
              -77.69,
              45.82
            ],
            [
              -77.69,
              45.8
            ],
            [
              -77.71,
              45.78
            ],
            [
              -77.74,
              45.78
            ],
            [
              -77.75,
              45.77
            ],
            [
              -77.81,
              45.77
            ],
            [
              -77.84,
              45.74
            ],
            [
              -77.84,
              45.71
            ],
            [
              -77.87,
              45.68
            ],
            [
              -77.88,
              45.68
            ],
            [
              -77.92,
              45.63
            ],
            [
              -77.97,
              45.63
            ],
            [
              -77.99,
              45.68
            ],
            [
              -77.93,
              45.74
            ],
            [
              -77.92,
              45.74
            ],
            [
              -77.84,
              45.8
            ],
            [
              -77.84,
              45.84
            ],
            [
              -77.78,
              45.9
            ],
            [
              -77.77,
              45.92
            ],
            [
              -77.78,
              45.98
            ],
            [
              -77.77,
              45.99
            ],
            [
              -77.77,
              46.01
            ],
            [
              -77.74,
              46.04
            ]
          ]
        ]
      },
      "raw_probability": 0.2375,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "80c9a6bc1a3630af7db16a050229f0956ed559fac22575a3432cf496af346179",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.2375,
        "probability": 0.002343,
        "confidence_lo": 0.002237,
        "confidence_hi": 0.002343,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5655882318bfc34c58d7b2e9abd6896b5c54fd1455f24a3e6d0c6964d617430c"
      },
      "receipt_sha256": "5655882318bfc34c58d7b2e9abd6896b5c54fd1455f24a3e6d0c6964d617430c"
    },
    {
      "storm_id": "177929",
      "lat": 39.384,
      "lon": -101.82,
      "motion_east": 6.7,
      "motion_south": 1.1,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 686.0,
      "ebshear": 31.0,
      "srh01": 63.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 63.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.9439
        },
        {
          "name": "alignment",
          "value": -7.2869
        },
        {
          "name": "tau",
          "value": 0.4478
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2353
      },
      "coherence_score": 0.4478089213371277,
      "coherence_diagnostics": {
        "tau": 0.4478089213371277,
        "grad_tau": 0.07111391425132751,
        "torsion": 0.0,
        "alignment": -7.286888122558594,
        "S_field": 0.25540268421173096,
        "Gamma_field": 0.4923107922077179,
        "S_over_Gamma": 0.518783450126648,
        "Da": 29.03821563720703,
        "E_coh": 0.2377878874540329,
        "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": [
          [
            [
              -101.84,
              39.41
            ],
            [
              -101.81,
              39.41
            ],
            [
              -101.8,
              39.4
            ],
            [
              -101.79,
              39.38
            ],
            [
              -101.79,
              39.36
            ],
            [
              -101.8,
              39.35
            ],
            [
              -101.83,
              39.35
            ],
            [
              -101.85,
              39.37
            ],
            [
              -101.85,
              39.4
            ],
            [
              -101.84,
              39.41
            ]
          ]
        ]
      },
      "raw_probability": 0.2353,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "99787a37463c3fc614baebb680abe19df297583c2e1cb9b0d3cfafc29c91db0d",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.2353,
        "probability": 0.002343,
        "confidence_lo": 0.002237,
        "confidence_hi": 0.002343,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e1f7968104d11928fc67fa8fa2b8ae508f89466f340fa50cb9379af7fb2fab2f"
      },
      "receipt_sha256": "e1f7968104d11928fc67fa8fa2b8ae508f89466f340fa50cb9379af7fb2fab2f"
    },
    {
      "storm_id": "177906",
      "lat": 39.1682,
      "lon": -102.4236,
      "motion_east": 4.7,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1255.0,
      "ebshear": 23.0,
      "srh01": 26.0,
      "maxllaz": 0.003,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.9439
        },
        {
          "name": "alignment",
          "value": -7.2869
        },
        {
          "name": "tau",
          "value": 0.4478
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2349
      },
      "coherence_score": 0.4478089213371277,
      "coherence_diagnostics": {
        "tau": 0.4478089213371277,
        "grad_tau": 0.07111391425132751,
        "torsion": 0.0,
        "alignment": -7.286888122558594,
        "S_field": 0.25540268421173096,
        "Gamma_field": 0.4923107922077179,
        "S_over_Gamma": 0.518783450126648,
        "Da": 29.03821563720703,
        "E_coh": 0.2377878874540329,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.44,
              39.2
            ],
            [
              -102.39,
              39.2
            ],
            [
              -102.37,
              39.17
            ],
            [
              -102.37,
              39.14
            ],
            [
              -102.39,
              39.13
            ],
            [
              -102.44,
              39.13
            ],
            [
              -102.45,
              39.14
            ],
            [
              -102.45,
              39.17
            ],
            [
              -102.46,
              39.18
            ],
            [
              -102.46,
              39.19
            ],
            [
              -102.44,
              39.2
            ]
          ]
        ]
      },
      "raw_probability": 0.2349,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "d4b87c4efc7e12e88d1196d7a2c34f4e86e0b12a91d9e1021a8e50da4b620a92",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.2349,
        "probability": 0.002343,
        "confidence_lo": 0.002237,
        "confidence_hi": 0.002343,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "992b230b57d26e253fddd78d3c8113d7645ad55358cd332ee38e9ba45a4862e4"
      },
      "receipt_sha256": "992b230b57d26e253fddd78d3c8113d7645ad55358cd332ee38e9ba45a4862e4"
    },
    {
      "storm_id": "177924",
      "lat": 40.738,
      "lon": -78.328,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1180.0,
      "ebshear": 30.0,
      "srh01": 69.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 69.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.0689
        },
        {
          "name": "alignment",
          "value": 6.6779
        },
        {
          "name": "tau",
          "value": 1.7594
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2268
      },
      "coherence_score": 1.7593655586242676,
      "coherence_diagnostics": {
        "tau": 1.7593655586242676,
        "grad_tau": 0.11892787367105484,
        "torsion": 0.0,
        "alignment": 6.677901744842529,
        "S_field": 0.5795365571975708,
        "Gamma_field": 0.2856441140174866,
        "S_over_Gamma": 2.028876304626465,
        "Da": 19.02635383605957,
        "E_coh": 0.7228440046310425,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.36,
              40.77
            ],
            [
              -78.28,
              40.77
            ],
            [
              -78.28,
              40.69
            ],
            [
              -78.36,
              40.69
            ],
            [
              -78.36,
              40.77
            ]
          ]
        ]
      },
      "raw_probability": 0.2268,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "c936daa6ddb9bd0f53b7f5b0d36fea25e15be595b20bf27db601054b06e64d81",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.2268,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "56312e3f919ab03f9811439c0e1b5f4d6ae4686f97c1bada1d29fa09054741f5"
      },
      "receipt_sha256": "56312e3f919ab03f9811439c0e1b5f4d6ae4686f97c1bada1d29fa09054741f5"
    },
    {
      "storm_id": "177545",
      "lat": 42.0444,
      "lon": -78.55,
      "motion_east": 6.2,
      "motion_south": 0.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1591.0,
      "ebshear": 23.0,
      "srh01": 106.0,
      "maxllaz": 0.004,
      "mesh": 0.74,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 106.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.3189
        },
        {
          "name": "alignment",
          "value": 4.987
        },
        {
          "name": "tau",
          "value": 1.7104
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.226
      },
      "coherence_score": 1.7104156017303467,
      "coherence_diagnostics": {
        "tau": 1.7104156017303467,
        "grad_tau": 0.11999841034412384,
        "torsion": 0.0,
        "alignment": 4.9870123863220215,
        "S_field": 0.638389527797699,
        "Gamma_field": 0.3948107957839966,
        "S_over_Gamma": 1.616950511932373,
        "Da": 26.035451889038086,
        "E_coh": 0.7636999487876892,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.61,
              42.13
            ],
            [
              -78.56,
              42.13
            ],
            [
              -78.53,
              42.09
            ],
            [
              -78.45,
              42.07
            ],
            [
              -78.42,
              42.04
            ],
            [
              -78.42,
              42.0
            ],
            [
              -78.46,
              41.96
            ],
            [
              -78.48,
              41.96
            ],
            [
              -78.49,
              41.95
            ],
            [
              -78.55,
              41.95
            ],
            [
              -78.57,
              41.96
            ],
            [
              -78.61,
              42.0
            ],
            [
              -78.62,
              42.04
            ],
            [
              -78.64,
              42.07
            ],
            [
              -78.64,
              42.09
            ],
            [
              -78.63,
              42.11
            ],
            [
              -78.61,
              42.12
            ],
            [
              -78.61,
              42.13
            ]
          ]
        ]
      },
      "raw_probability": 0.226,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "b26b87d4acb940b8b72f50c7a4dc92a108bb17c60155f61a145828158a23112a",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.226,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "68fd7d445464ae49d55a00c7862bcd110c298584bba3bc4e673c1079ca193baf"
      },
      "receipt_sha256": "68fd7d445464ae49d55a00c7862bcd110c298584bba3bc4e673c1079ca193baf"
    },
    {
      "storm_id": "177415",
      "lat": 46.7909,
      "lon": -76.7941,
      "motion_east": 2.6,
      "motion_south": -4.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 683.0,
      "ebshear": 34.0,
      "srh01": 51.0,
      "maxllaz": 0.005,
      "mesh": 0.41,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 51.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.1939
        },
        {
          "name": "alignment",
          "value": -5.1919
        },
        {
          "name": "tau",
          "value": 0.6984
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2235
      },
      "coherence_score": 0.6984482407569885,
      "coherence_diagnostics": {
        "tau": 0.6984482407569885,
        "grad_tau": 0.15496040880680084,
        "torsion": 0.0,
        "alignment": -5.191888809204102,
        "S_field": 0.270509272813797,
        "Gamma_field": 0.2823107838630676,
        "S_over_Gamma": 0.958196759223938,
        "Da": 18.031835556030273,
        "E_coh": 0.2814770042896271,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.86,
              46.9
            ],
            [
              -76.84,
              46.9
            ],
            [
              -76.83,
              46.89
            ],
            [
              -76.83,
              46.87
            ],
            [
              -76.8,
              46.83
            ],
            [
              -76.78,
              46.82
            ],
            [
              -76.74,
              46.82
            ],
            [
              -76.69,
              46.78
            ],
            [
              -76.69,
              46.74
            ],
            [
              -76.68,
              46.73
            ],
            [
              -76.68,
              46.67
            ],
            [
              -76.7,
              46.65
            ],
            [
              -76.75,
              46.65
            ],
            [
              -76.79,
              46.69
            ],
            [
              -76.8,
              46.73
            ],
            [
              -76.83,
              46.76
            ],
            [
              -76.85,
              46.76
            ],
            [
              -76.86,
              46.77
            ],
            [
              -76.85,
              46.81
            ],
            [
              -76.88,
              46.85
            ],
            [
              -76.88,
              46.88
            ],
            [
              -76.86,
              46.9
            ]
          ]
        ]
      },
      "raw_probability": 0.2235,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "b7f8f053512fdc45ffe123005480ed2b570238af69f52e2fb746def190f6b56a",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.2235,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "33e6668bb7a9b753a7495866feebe894558c401f734739b71f2fb510cac82726"
      },
      "receipt_sha256": "33e6668bb7a9b753a7495866feebe894558c401f734739b71f2fb510cac82726"
    },
    {
      "storm_id": "177804",
      "lat": 36.5868,
      "lon": -83.1504,
      "motion_east": 7.7,
      "motion_south": 7.9,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2380.0,
      "ebshear": 39.0,
      "srh01": 32.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.8189
        },
        {
          "name": "alignment",
          "value": -0.407
        },
        {
          "name": "tau",
          "value": 2.3486
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2232
      },
      "coherence_score": 2.3485612869262695,
      "coherence_diagnostics": {
        "tau": 2.3485612869262695,
        "grad_tau": 0.5270218253135681,
        "torsion": 0.0,
        "alignment": -0.4070342779159546,
        "S_field": 0.6637527942657471,
        "Gamma_field": 0.5048108100891113,
        "S_over_Gamma": 1.3148545026779175,
        "Da": 30.8912296295166,
        "E_coh": 0.7463869452476501,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.24,
              36.74
            ],
            [
              -83.2,
              36.74
            ],
            [
              -83.16,
              36.71
            ],
            [
              -83.13,
              36.7
            ],
            [
              -83.05,
              36.63
            ],
            [
              -83.04,
              36.63
            ],
            [
              -83.04,
              36.62
            ],
            [
              -83.02,
              36.6
            ],
            [
              -83.02,
              36.56
            ],
            [
              -83.04,
              36.53
            ],
            [
              -83.06,
              36.53
            ],
            [
              -83.07,
              36.52
            ],
            [
              -83.11,
              36.52
            ],
            [
              -83.12,
              36.51
            ],
            [
              -83.12,
              36.43
            ],
            [
              -83.13,
              36.41
            ],
            [
              -83.15,
              36.43
            ],
            [
              -83.18,
              36.43
            ],
            [
              -83.21,
              36.47
            ],
            [
              -83.21,
              36.54
            ],
            [
              -83.23,
              36.56
            ],
            [
              -83.23,
              36.58
            ],
            [
              -83.24,
              36.59
            ],
            [
              -83.24,
              36.64
            ],
            [
              -83.23,
              36.65
            ],
            [
              -83.25,
              36.69
            ],
            [
              -83.25,
              36.73
            ],
            [
              -83.24,
              36.74
            ]
          ]
        ]
      },
      "raw_probability": 0.2232,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "acce868199f0a4f977ea2986d6cf5a152a9ef75671b54f466a0ebd04ee5f5027",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.2232,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cc327b3f816b74ef69434e71442119a07ce32e301320580114401dbd4d9f3f83"
      },
      "receipt_sha256": "cc327b3f816b74ef69434e71442119a07ce32e301320580114401dbd4d9f3f83"
    },
    {
      "storm_id": "177933",
      "lat": 38.3636,
      "lon": -97.91,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 493.0,
      "ebshear": 26.0,
      "srh01": 81.0,
      "maxllaz": 0.003,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 81.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.4439
        },
        {
          "name": "alignment",
          "value": -9.958
        },
        {
          "name": "tau",
          "value": 0.3324
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.222
      },
      "coherence_score": 0.33237266540527344,
      "coherence_diagnostics": {
        "tau": 0.33237266540527344,
        "grad_tau": 0.10778684914112091,
        "torsion": 0.0,
        "alignment": -9.95799732208252,
        "S_field": 0.22746911644935608,
        "Gamma_field": 2.132310628890991,
        "S_over_Gamma": 0.10667728632688522,
        "Da": 133.68988037109375,
        "E_coh": 0.1094164028763771,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.93,
              38.4
            ],
            [
              -97.9,
              38.4
            ],
            [
              -97.88,
              38.38
            ],
            [
              -97.88,
              38.36
            ],
            [
              -97.86,
              38.34
            ],
            [
              -97.87,
              38.33
            ],
            [
              -97.93,
              38.33
            ],
            [
              -97.95,
              38.34
            ],
            [
              -97.95,
              38.35
            ],
            [
              -97.93,
              38.37
            ],
            [
              -97.93,
              38.4
            ]
          ]
        ]
      },
      "raw_probability": 0.222,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "4b94f8c946df750bf28864f8c68a70b323fdd9553b1f696343a71ac02a34f3ff",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.222,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6a7d1b7fa09044f96773deb2031a7e94689a5febc5435727619041c4b85646e7"
      },
      "receipt_sha256": "6a7d1b7fa09044f96773deb2031a7e94689a5febc5435727619041c4b85646e7"
    },
    {
      "storm_id": "177925",
      "lat": 40.2355,
      "lon": -96.59,
      "motion_east": 5.4,
      "motion_south": 2.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4014.0,
      "ebshear": 26.0,
      "srh01": 82.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 82.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.6939
        },
        {
          "name": "alignment",
          "value": -9.0684
        },
        {
          "name": "tau",
          "value": 0.7056
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2208
      },
      "coherence_score": 0.7056428790092468,
      "coherence_diagnostics": {
        "tau": 0.7056428790092468,
        "grad_tau": 0.1491149663925171,
        "torsion": 0.0,
        "alignment": -9.068443298339844,
        "S_field": 0.3059546649456024,
        "Gamma_field": 0.20147745311260223,
        "S_over_Gamma": 1.5185554027557373,
        "Da": 12.77505874633789,
        "E_coh": 0.4757903516292572,
        "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": [
          [
            [
              -96.6,
              40.27
            ],
            [
              -96.58,
              40.27
            ],
            [
              -96.57,
              40.26
            ],
            [
              -96.57,
              40.24
            ],
            [
              -96.56,
              40.23
            ],
            [
              -96.56,
              40.21
            ],
            [
              -96.57,
              40.2
            ],
            [
              -96.62,
              40.2
            ],
            [
              -96.63,
              40.21
            ],
            [
              -96.63,
              40.23
            ],
            [
              -96.6,
              40.27
            ]
          ]
        ]
      },
      "raw_probability": 0.2208,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "f1d624293c8db4779ed79d6054a61f659df1f5a9840d4ccc638e63f885eb6ddc",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.2208,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "49c7bb947b305fcf68627af3ce74ee8d0f7d908a666fb22696eea7b6b8670d62"
      },
      "receipt_sha256": "49c7bb947b305fcf68627af3ce74ee8d0f7d908a666fb22696eea7b6b8670d62"
    },
    {
      "storm_id": "176928",
      "lat": 43.34,
      "lon": -83.3808,
      "motion_east": 9.1,
      "motion_south": 5.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2073.0,
      "ebshear": 51.0,
      "srh01": 73.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 73.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.8189
        },
        {
          "name": "alignment",
          "value": -2.9664
        },
        {
          "name": "tau",
          "value": 0.8856
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2176
      },
      "coherence_score": 0.8856335878372192,
      "coherence_diagnostics": {
        "tau": 0.8856335878372192,
        "grad_tau": 0.1219792291522026,
        "torsion": 0.0,
        "alignment": -2.9663825035095215,
        "S_field": 0.2959723472595215,
        "Gamma_field": 0.7498108148574829,
        "S_over_Gamma": 0.3947293758392334,
        "Da": 41.91175842285156,
        "E_coh": 0.5416821837425232,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.37,
              43.4
            ],
            [
              -83.34,
              43.4
            ],
            [
              -83.33,
              43.38
            ],
            [
              -83.33,
              43.34
            ],
            [
              -83.36,
              43.29
            ],
            [
              -83.37,
              43.29
            ],
            [
              -83.39,
              43.27
            ],
            [
              -83.43,
              43.27
            ],
            [
              -83.44,
              43.28
            ],
            [
              -83.44,
              43.33
            ],
            [
              -83.39,
              43.38
            ],
            [
              -83.39,
              43.39
            ],
            [
              -83.37,
              43.4
            ]
          ]
        ]
      },
      "raw_probability": 0.2176,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "d09b2057b6f2ae41d898d7c41a0c0961c6251225bbae72748013f38033e726b9",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.2176,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e2d8ddbac8166963dad4af72882e1f439b9627b6958c64ad12c011a9ea90cf9b"
      },
      "receipt_sha256": "e2d8ddbac8166963dad4af72882e1f439b9627b6958c64ad12c011a9ea90cf9b"
    },
    {
      "storm_id": "177936",
      "lat": 29.989,
      "lon": -85.453,
      "motion_east": 8.3,
      "motion_south": 4.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2549.0,
      "ebshear": 24.0,
      "srh01": 53.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.8189
        },
        {
          "name": "alignment",
          "value": 1.6942
        },
        {
          "name": "tau",
          "value": 2.4058
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2151
      },
      "coherence_score": 2.405803680419922,
      "coherence_diagnostics": {
        "tau": 2.405803680419922,
        "grad_tau": 0.17417998611927032,
        "torsion": 0.0,
        "alignment": 1.6942100524902344,
        "S_field": 0.8426888585090637,
        "Gamma_field": 0.35064414143562317,
        "S_over_Gamma": 2.403259515762329,
        "Da": 22.44615936279297,
        "E_coh": 0.8637014031410217,
        "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": [
          [
            [
              -85.45,
              30.02
            ],
            [
              -85.43,
              30.02
            ],
            [
              -85.41,
              30.0
            ],
            [
              -85.41,
              29.97
            ],
            [
              -85.43,
              29.95
            ],
            [
              -85.49,
              29.95
            ],
            [
              -85.5,
              29.97
            ],
            [
              -85.48,
              29.99
            ],
            [
              -85.48,
              30.0
            ],
            [
              -85.45,
              30.02
            ]
          ]
        ]
      },
      "raw_probability": 0.2151,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "9222be84f9644ec78022edb1627ab111e39a9494f5da9e4c96c4d1137711486d",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.2151,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c81f779ddef8a52f54387d81c38f42e65481f3ae0dd727524d43ba8c839e0ed4"
      },
      "receipt_sha256": "c81f779ddef8a52f54387d81c38f42e65481f3ae0dd727524d43ba8c839e0ed4"
    },
    {
      "storm_id": "177876",
      "lat": 39.6578,
      "lon": -100.9478,
      "motion_east": 8.6,
      "motion_south": 0.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1536.0,
      "ebshear": 34.0,
      "srh01": 135.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 135.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.0689
        },
        {
          "name": "alignment",
          "value": 0.6693
        },
        {
          "name": "tau",
          "value": 0.4411
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2091
      },
      "coherence_score": 0.44109705090522766,
      "coherence_diagnostics": {
        "tau": 0.44109705090522766,
        "grad_tau": 0.03473372012376785,
        "torsion": 0.0,
        "alignment": 0.6693115830421448,
        "S_field": 0.3230794668197632,
        "Gamma_field": 0.6073107719421387,
        "S_over_Gamma": 0.5319837331771851,
        "Da": 37.83627700805664,
        "E_coh": 0.5552852153778076,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.94,
              39.71
            ],
            [
              -100.92,
              39.7
            ],
            [
              -100.92,
              39.64
            ],
            [
              -100.93,
              39.64
            ],
            [
              -100.96,
              39.61
            ],
            [
              -100.96,
              39.6
            ],
            [
              -101.0,
              39.64
            ],
            [
              -100.96,
              39.67
            ],
            [
              -100.94,
              39.71
            ]
          ]
        ]
      },
      "raw_probability": 0.2091,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "92ec16da5e26d78b67e0300c8aa628acd16bfa035374ce197011f622cacf5764",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.2091,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b7d4271ceaa06432cd317fe0afa4445162bfd08361eda89de7cd9dc8c83c1123"
      },
      "receipt_sha256": "b7d4271ceaa06432cd317fe0afa4445162bfd08361eda89de7cd9dc8c83c1123"
    },
    {
      "storm_id": "177565",
      "lat": 47.3817,
      "lon": -76.5767,
      "motion_east": 3.1,
      "motion_south": -1.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 569.0,
      "ebshear": 34.0,
      "srh01": 61.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 61.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.5689
        },
        {
          "name": "alignment",
          "value": -7.0273
        },
        {
          "name": "tau",
          "value": 0.5473
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2062
      },
      "coherence_score": 0.5473232865333557,
      "coherence_diagnostics": {
        "tau": 0.5473232865333557,
        "grad_tau": 0.19676573574543,
        "torsion": 0.0,
        "alignment": -7.027270317077637,
        "S_field": 0.2281056046485901,
        "Gamma_field": 0.1681441217660904,
        "S_over_Gamma": 1.3566076755523682,
        "Da": 10.616193771362305,
        "E_coh": 0.6888492107391357,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.6,
              47.41
            ],
            [
              -76.55,
              47.41
            ],
            [
              -76.55,
              47.36
            ],
            [
              -76.56,
              47.35
            ],
            [
              -76.6,
              47.35
            ],
            [
              -76.6,
              47.41
            ]
          ]
        ]
      },
      "raw_probability": 0.2062,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "3539c235241761247d2ac89d9af236af19fcb2ff26d6849a8ea5a3f555546a85",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.2062,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d6819a9969ef6f759513185a688615836150b067ea3042ddefbd8f08b872048d"
      },
      "receipt_sha256": "d6819a9969ef6f759513185a688615836150b067ea3042ddefbd8f08b872048d"
    },
    {
      "storm_id": "177841",
      "lat": 29.383,
      "lon": -82.09,
      "motion_east": 3.4,
      "motion_south": -1.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1843.0,
      "ebshear": 12.0,
      "srh01": 87.0,
      "maxllaz": 0.002,
      "mesh": 0.2,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 87.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.0689
        },
        {
          "name": "alignment",
          "value": -3.53
        },
        {
          "name": "tau",
          "value": 1.9345
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2039
      },
      "coherence_score": 1.9344818592071533,
      "coherence_diagnostics": {
        "tau": 1.9344818592071533,
        "grad_tau": 0.16353142261505127,
        "torsion": 0.0,
        "alignment": -3.530005931854248,
        "S_field": 0.5049191117286682,
        "Gamma_field": 0.4806441068649292,
        "S_over_Gamma": 1.0505051612854004,
        "Da": 31.629159927368164,
        "E_coh": 0.7333210110664368,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.11,
              29.41
            ],
            [
              -82.07,
              29.41
            ],
            [
              -82.07,
              29.38
            ],
            [
              -82.05,
              29.36
            ],
            [
              -82.07,
              29.34
            ],
            [
              -82.13,
              29.35
            ],
            [
              -82.09,
              29.38
            ],
            [
              -82.09,
              29.39
            ],
            [
              -82.11,
              29.4
            ],
            [
              -82.11,
              29.41
            ]
          ]
        ]
      },
      "raw_probability": 0.2039,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "d35ebb0ca5dfed3248179ed70e82eed8b3f77cc776be7f292b9fa9be03f16f34",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.2039,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "146bd508526b40b5624d7c79d592dc24926c643efd38bf0b949fc7ccf25ea1c2"
      },
      "receipt_sha256": "146bd508526b40b5624d7c79d592dc24926c643efd38bf0b949fc7ccf25ea1c2"
    },
    {
      "storm_id": "177911",
      "lat": 28.7544,
      "lon": -84.1044,
      "motion_east": 5.9,
      "motion_south": 6.8,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4725.0,
      "ebshear": 13.0,
      "srh01": 63.0,
      "maxllaz": 0.001,
      "mesh": 0.19,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 63.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.5689
        },
        {
          "name": "alignment",
          "value": 0.5344
        },
        {
          "name": "tau",
          "value": 2.0941
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2012
      },
      "coherence_score": 2.0940680503845215,
      "coherence_diagnostics": {
        "tau": 2.0940680503845215,
        "grad_tau": 0.3587428331375122,
        "torsion": 0.0,
        "alignment": 0.5343664884567261,
        "S_field": 0.8850327134132385,
        "Gamma_field": 0.29897746443748474,
        "S_over_Gamma": 2.9601986408233643,
        "Da": 19.33429527282715,
        "E_coh": 0.8996511697769165,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.12,
              28.8
            ],
            [
              -84.08,
              28.78
            ],
            [
              -84.08,
              28.75
            ],
            [
              -84.07,
              28.73
            ],
            [
              -84.09,
              28.71
            ],
            [
              -84.12,
              28.71
            ],
            [
              -84.13,
              28.72
            ],
            [
              -84.13,
              28.79
            ],
            [
              -84.12,
              28.8
            ]
          ]
        ]
      },
      "raw_probability": 0.2012,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "064aab26791aece8116bf6b5632b9f3ba06e4e1581a6c98c16ddc81f9617fdd8",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.2012,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5c303e3f240dfbabda72ffc4f9470f5bb0f46bc8c2ac7e7e169a91d4710801fa"
      },
      "receipt_sha256": "5c303e3f240dfbabda72ffc4f9470f5bb0f46bc8c2ac7e7e169a91d4710801fa"
    },
    {
      "storm_id": "177922",
      "lat": 41.29,
      "lon": -100.0957,
      "motion_east": 2.7,
      "motion_south": 1.7,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2933.0,
      "ebshear": 52.0,
      "srh01": 124.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 124.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.5689
        },
        {
          "name": "alignment",
          "value": 4.1421
        },
        {
          "name": "tau",
          "value": 0.5227
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1992
      },
      "coherence_score": 0.5227319598197937,
      "coherence_diagnostics": {
        "tau": 0.5227319598197937,
        "grad_tau": 0.06127838045358658,
        "torsion": 0.0,
        "alignment": 4.1420512199401855,
        "S_field": 0.394540011882782,
        "Gamma_field": 0.7181441187858582,
        "S_over_Gamma": 0.5493883490562439,
        "Da": 43.61782455444336,
        "E_coh": 0.26105955243110657,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.12,
              41.34
            ],
            [
              -100.04,
              41.34
            ],
            [
              -100.01,
              41.3
            ],
            [
              -100.01,
              41.29
            ],
            [
              -100.02,
              41.29
            ],
            [
              -100.03,
              41.27
            ],
            [
              -100.07,
              41.26
            ],
            [
              -100.12,
              41.22
            ],
            [
              -100.16,
              41.21
            ],
            [
              -100.18,
              41.25
            ],
            [
              -100.18,
              41.29
            ],
            [
              -100.15,
              41.33
            ],
            [
              -100.13,
              41.33
            ],
            [
              -100.12,
              41.34
            ]
          ]
        ]
      },
      "raw_probability": 0.1992,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "cf7a024c55ea64dc8defdd75fc8ca2c77e16e900bcc6634d35a3ffbe8ff0e640",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1992,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "479820af932ba7e6097f1f6d9a0a990db131599894d6c4a746201c48d4fd912a"
      },
      "receipt_sha256": "479820af932ba7e6097f1f6d9a0a990db131599894d6c4a746201c48d4fd912a"
    },
    {
      "storm_id": "177871",
      "lat": 41.3867,
      "lon": -99.6242,
      "motion_east": 2.6,
      "motion_south": 1.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2098.0,
      "ebshear": 50.0,
      "srh01": 185.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 185.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.5689
        },
        {
          "name": "alignment",
          "value": 4.1421
        },
        {
          "name": "tau",
          "value": 0.5227
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1953
      },
      "coherence_score": 0.5227319598197937,
      "coherence_diagnostics": {
        "tau": 0.5227319598197937,
        "grad_tau": 0.06127838045358658,
        "torsion": 0.0,
        "alignment": 4.1420512199401855,
        "S_field": 0.394540011882782,
        "Gamma_field": 0.7181441187858582,
        "S_over_Gamma": 0.5493883490562439,
        "Da": 43.61782455444336,
        "E_coh": 0.26105955243110657,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.65,
              41.43
            ],
            [
              -99.6,
              41.43
            ],
            [
              -99.59,
              41.42
            ],
            [
              -99.58,
              41.4
            ],
            [
              -99.58,
              41.37
            ],
            [
              -99.59,
              41.35
            ],
            [
              -99.61,
              41.34
            ],
            [
              -99.64,
              41.34
            ],
            [
              -99.66,
              41.35
            ],
            [
              -99.67,
              41.37
            ],
            [
              -99.67,
              41.41
            ],
            [
              -99.65,
              41.43
            ]
          ]
        ]
      },
      "raw_probability": 0.1953,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "3bbf5a2a59101b41e8600f2b0c714347b05f3650e34e80853bd9d0fd4472162c",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1953,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1c67434d30df954623b945c299131ae58da9a226958c6abfac72cd8ea2687a02"
      },
      "receipt_sha256": "1c67434d30df954623b945c299131ae58da9a226958c6abfac72cd8ea2687a02"
    },
    {
      "storm_id": "177706",
      "lat": 44.4433,
      "lon": -79.6711,
      "motion_east": 6.9,
      "motion_south": 2.7,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 837.0,
      "ebshear": 16.0,
      "srh01": 108.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 108.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.8189
        },
        {
          "name": "alignment",
          "value": 1.6732
        },
        {
          "name": "tau",
          "value": 0.9474
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1885
      },
      "coherence_score": 0.9473791122436523,
      "coherence_diagnostics": {
        "tau": 0.9473791122436523,
        "grad_tau": 0.20977197587490082,
        "torsion": 0.0,
        "alignment": 1.6732155084609985,
        "S_field": 0.27536264061927795,
        "Gamma_field": 0.18064412474632263,
        "S_over_Gamma": 1.524337649345398,
        "Da": 11.341358184814453,
        "E_coh": 0.5209265351295471,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.68,
              44.48
            ],
            [
              -79.65,
              44.48
            ],
            [
              -79.63,
              44.46
            ],
            [
              -79.63,
              44.43
            ],
            [
              -79.66,
              44.4
            ],
            [
              -79.69,
              44.39
            ],
            [
              -79.71,
              44.41
            ],
            [
              -79.71,
              44.46
            ],
            [
              -79.68,
              44.48
            ]
          ]
        ]
      },
      "raw_probability": 0.1885,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "83bfc7f948b79b190ca0cbc4de5a03aa918c9727b36b3b76991ff02723f8af75",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1885,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "27ff72232df3906514d71c432f43822aabd34d0bbcd2952756bbbe83f69e60ee"
      },
      "receipt_sha256": "27ff72232df3906514d71c432f43822aabd34d0bbcd2952756bbbe83f69e60ee"
    },
    {
      "storm_id": "177484",
      "lat": 44.5055,
      "lon": -79.4282,
      "motion_east": 6.9,
      "motion_south": 2.7,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1492.0,
      "ebshear": 22.0,
      "srh01": 76.0,
      "maxllaz": 0.004,
      "mesh": 0.29,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 76.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.8189
        },
        {
          "name": "alignment",
          "value": 1.6732
        },
        {
          "name": "tau",
          "value": 0.9474
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.187
      },
      "coherence_score": 0.9473791122436523,
      "coherence_diagnostics": {
        "tau": 0.9473791122436523,
        "grad_tau": 0.20977197587490082,
        "torsion": 0.0,
        "alignment": 1.6732155084609985,
        "S_field": 0.27536264061927795,
        "Gamma_field": 0.18064412474632263,
        "S_over_Gamma": 1.524337649345398,
        "Da": 11.341358184814453,
        "E_coh": 0.5209265351295471,
        "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": [
          [
            [
              -79.48,
              44.56
            ],
            [
              -79.43,
              44.56
            ],
            [
              -79.41,
              44.55
            ],
            [
              -79.37,
              44.51
            ],
            [
              -79.36,
              44.47
            ],
            [
              -79.39,
              44.45
            ],
            [
              -79.41,
              44.45
            ],
            [
              -79.42,
              44.46
            ],
            [
              -79.46,
              44.47
            ],
            [
              -79.5,
              44.52
            ],
            [
              -79.48,
              44.56
            ]
          ]
        ]
      },
      "raw_probability": 0.187,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "2a0f52cb1475f86e5d0c8037c5be59fb96bbb49965391d54e0bd10d40f93add3",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.187,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "76ec69cdc112c56a8f1268bbb11d3afacb8b94ac542d1fb53f62210beed133c9"
      },
      "receipt_sha256": "76ec69cdc112c56a8f1268bbb11d3afacb8b94ac542d1fb53f62210beed133c9"
    },
    {
      "storm_id": "177734",
      "lat": 41.4081,
      "lon": -99.8342,
      "motion_east": 2.4,
      "motion_south": 1.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2676.0,
      "ebshear": 43.0,
      "srh01": 181.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 181.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.5689
        },
        {
          "name": "alignment",
          "value": 4.1421
        },
        {
          "name": "tau",
          "value": 0.5227
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1869
      },
      "coherence_score": 0.5227319598197937,
      "coherence_diagnostics": {
        "tau": 0.5227319598197937,
        "grad_tau": 0.06127838045358658,
        "torsion": 0.0,
        "alignment": 4.1420512199401855,
        "S_field": 0.394540011882782,
        "Gamma_field": 0.7181441187858582,
        "S_over_Gamma": 0.5493883490562439,
        "Da": 43.61782455444336,
        "E_coh": 0.26105955243110657,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.76,
              41.53
            ],
            [
              -99.72,
              41.53
            ],
            [
              -99.71,
              41.51
            ],
            [
              -99.71,
              41.48
            ],
            [
              -99.73,
              41.45
            ],
            [
              -99.74,
              41.45
            ],
            [
              -99.83,
              41.37
            ],
            [
              -99.83,
              41.36
            ],
            [
              -99.81,
              41.34
            ],
            [
              -99.81,
              41.31
            ],
            [
              -99.92,
              41.24
            ],
            [
              -99.95,
              41.24
            ],
            [
              -99.97,
              41.25
            ],
            [
              -99.99,
              41.28
            ],
            [
              -99.99,
              41.3
            ],
            [
              -99.93,
              41.35
            ],
            [
              -99.89,
              41.37
            ],
            [
              -99.88,
              41.38
            ],
            [
              -99.88,
              41.42
            ],
            [
              -99.87,
              41.44
            ],
            [
              -99.84,
              41.47
            ],
            [
              -99.82,
              41.47
            ],
            [
              -99.79,
              41.5
            ],
            [
              -99.79,
              41.52
            ],
            [
              -99.77,
              41.52
            ],
            [
              -99.76,
              41.53
            ]
          ]
        ]
      },
      "raw_probability": 0.1869,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "0b76ed0b3a76aebe08c63a8537f411c09ec287bb74df61c6fb7cd9424ed53554",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1869,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d60620d135cb3db8d69a0153d7650d6a7673be822cce4e0801b95fde629d842a"
      },
      "receipt_sha256": "d60620d135cb3db8d69a0153d7650d6a7673be822cce4e0801b95fde629d842a"
    },
    {
      "storm_id": "176859",
      "lat": 43.3591,
      "lon": -77.1209,
      "motion_east": 1.5,
      "motion_south": 0.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1736.0,
      "ebshear": 23.0,
      "srh01": 96.0,
      "maxllaz": 0.004,
      "mesh": 0.51,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 96.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.9439
        },
        {
          "name": "alignment",
          "value": -4.428
        },
        {
          "name": "tau",
          "value": 1.4436
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1821
      },
      "coherence_score": 1.4435639381408691,
      "coherence_diagnostics": {
        "tau": 1.4435639381408691,
        "grad_tau": 0.23748280107975006,
        "torsion": 0.0,
        "alignment": -4.4280171394348145,
        "S_field": 0.676129937171936,
        "Gamma_field": 0.3048107922077179,
        "S_over_Gamma": 2.2181954383850098,
        "Da": 18.288759231567383,
        "E_coh": 0.8563818335533142,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.13,
              43.41
            ],
            [
              -77.08,
              43.4
            ],
            [
              -77.06,
              43.38
            ],
            [
              -77.06,
              43.35
            ],
            [
              -77.11,
              43.31
            ],
            [
              -77.12,
              43.32
            ],
            [
              -77.15,
              43.32
            ],
            [
              -77.15,
              43.33
            ],
            [
              -77.17,
              43.34
            ],
            [
              -77.17,
              43.38
            ],
            [
              -77.13,
              43.41
            ]
          ]
        ]
      },
      "raw_probability": 0.1821,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "95b433c49eeffe0c0312132ad31b5cf2762badb11e537525498208a8dd52529f",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1821,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ca0300680b4dc6cf30aea7b6921161046708145a59b352c6def5b3e3c25e49c0"
      },
      "receipt_sha256": "ca0300680b4dc6cf30aea7b6921161046708145a59b352c6def5b3e3c25e49c0"
    },
    {
      "storm_id": "177795",
      "lat": 39.8909,
      "lon": -100.8744,
      "motion_east": 8.9,
      "motion_south": 0.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1711.0,
      "ebshear": 37.0,
      "srh01": 105.0,
      "maxllaz": 0.008,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 105.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.0689
        },
        {
          "name": "alignment",
          "value": 0.6693
        },
        {
          "name": "tau",
          "value": 0.4411
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1815
      },
      "coherence_score": 0.44109705090522766,
      "coherence_diagnostics": {
        "tau": 0.44109705090522766,
        "grad_tau": 0.03473372012376785,
        "torsion": 0.0,
        "alignment": 0.6693115830421448,
        "S_field": 0.3230794668197632,
        "Gamma_field": 0.6073107719421387,
        "S_over_Gamma": 0.5319837331771851,
        "Da": 37.83627700805664,
        "E_coh": 0.5552852153778076,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.89,
              39.98
            ],
            [
              -100.83,
              39.98
            ],
            [
              -100.8,
              39.95
            ],
            [
              -100.75,
              39.95
            ],
            [
              -100.72,
              39.93
            ],
            [
              -100.73,
              39.92
            ],
            [
              -100.73,
              39.89
            ],
            [
              -100.76,
              39.86
            ],
            [
              -100.78,
              39.86
            ],
            [
              -100.81,
              39.84
            ],
            [
              -100.81,
              39.83
            ],
            [
              -100.77,
              39.81
            ],
            [
              -100.77,
              39.8
            ],
            [
              -100.78,
              39.8
            ],
            [
              -100.82,
              39.77
            ],
            [
              -100.9,
              39.77
            ],
            [
              -100.91,
              39.78
            ],
            [
              -100.91,
              39.8
            ],
            [
              -100.92,
              39.81
            ],
            [
              -100.92,
              39.85
            ],
            [
              -100.91,
              39.86
            ],
            [
              -100.91,
              39.88
            ],
            [
              -100.94,
              39.91
            ],
            [
              -100.98,
              39.91
            ],
            [
              -100.99,
              39.9
            ],
            [
              -101.03,
              39.91
            ],
            [
              -101.03,
              39.96
            ],
            [
              -101.01,
              39.96
            ],
            [
              -101.0,
              39.97
            ],
            [
              -100.96,
              39.97
            ],
            [
              -100.94,
              39.96
            ],
            [
              -100.93,
              39.97
            ],
            [
              -100.9,
              39.97
            ],
            [
              -100.89,
              39.98
            ]
          ]
        ]
      },
      "raw_probability": 0.1815,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "97f851836725da0aed67d8f8bffc2119106a8391a9ffe1d3de06467d10fb92ef",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1815,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5ddec2a765cc67e10cb75033449dbab3ef58cf6190307d7d3adf392edead8fa4"
      },
      "receipt_sha256": "5ddec2a765cc67e10cb75033449dbab3ef58cf6190307d7d3adf392edead8fa4"
    },
    {
      "storm_id": "177904",
      "lat": 40.1464,
      "lon": -97.75,
      "motion_east": 4.9,
      "motion_south": 0.9,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4214.0,
      "ebshear": 27.0,
      "srh01": 55.0,
      "maxllaz": 0.003,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.0689
        },
        {
          "name": "alignment",
          "value": 4.1049
        },
        {
          "name": "tau",
          "value": 0.5617
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1806
      },
      "coherence_score": 0.5616523027420044,
      "coherence_diagnostics": {
        "tau": 0.5616523027420044,
        "grad_tau": 0.03571978583931923,
        "torsion": 0.0,
        "alignment": 4.1049299240112305,
        "S_field": 0.6316148042678833,
        "Gamma_field": 0.8756441473960876,
        "S_over_Gamma": 0.7213144898414612,
        "Da": 51.39741516113281,
        "E_coh": 0.5455408692359924,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.8,
              40.18
            ],
            [
              -97.78,
              40.16
            ],
            [
              -97.68,
              40.17
            ],
            [
              -97.67,
              40.16
            ],
            [
              -97.67,
              40.12
            ],
            [
              -97.7,
              40.1
            ],
            [
              -97.74,
              40.1
            ],
            [
              -97.77,
              40.13
            ],
            [
              -97.82,
              40.14
            ],
            [
              -97.82,
              40.17
            ],
            [
              -97.8,
              40.18
            ]
          ]
        ]
      },
      "raw_probability": 0.1806,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "f6c25c063d64cc8863f27cd6b002baa8e62d0c66bf1840ebe019ee2112ae106a",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1806,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "094396d09633e1b4fda7a5e3e24b7c0960c9d6e39c083d200b76b90bc3ec542c"
      },
      "receipt_sha256": "094396d09633e1b4fda7a5e3e24b7c0960c9d6e39c083d200b76b90bc3ec542c"
    },
    {
      "storm_id": "177709",
      "lat": 44.0878,
      "lon": -79.13,
      "motion_east": 7.8,
      "motion_south": 1.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 775.0,
      "ebshear": 28.0,
      "srh01": 112.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 112.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.4439
        },
        {
          "name": "alignment",
          "value": 1.4896
        },
        {
          "name": "tau",
          "value": 1.0634
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1797
      },
      "coherence_score": 1.0634230375289917,
      "coherence_diagnostics": {
        "tau": 1.0634230375289917,
        "grad_tau": 0.23049704730510712,
        "torsion": 0.0,
        "alignment": 1.4895509481430054,
        "S_field": 0.32553011178970337,
        "Gamma_field": 0.2381441295146942,
        "S_over_Gamma": 1.366945743560791,
        "Da": 14.965974807739258,
        "E_coh": 0.871741533279419,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.14,
              44.12
            ],
            [
              -79.11,
              44.12
            ],
            [
              -79.1,
              44.11
            ],
            [
              -79.1,
              44.06
            ],
            [
              -79.11,
              44.05
            ],
            [
              -79.15,
              44.05
            ],
            [
              -79.16,
              44.06
            ],
            [
              -79.16,
              44.1
            ],
            [
              -79.14,
              44.12
            ]
          ]
        ]
      },
      "raw_probability": 0.1797,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "20ae98770f41a4791c5ced862d0c20888b349488aafad9440d7a25923dcde4f6",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1797,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3779859f7fedcebcd302296feada26aa6e81241db9716b0fbeb246702f31d58e"
      },
      "receipt_sha256": "3779859f7fedcebcd302296feada26aa6e81241db9716b0fbeb246702f31d58e"
    },
    {
      "storm_id": "177893",
      "lat": 46.0725,
      "lon": -77.8875,
      "motion_east": 6.1,
      "motion_south": -1.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 798.0,
      "ebshear": 33.0,
      "srh01": 60.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 60.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.3189
        },
        {
          "name": "alignment",
          "value": -5.2137
        },
        {
          "name": "tau",
          "value": 0.6186
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1791
      },
      "coherence_score": 0.6186422109603882,
      "coherence_diagnostics": {
        "tau": 0.6186422109603882,
        "grad_tau": 0.17379236221313477,
        "torsion": 0.0,
        "alignment": -5.213700771331787,
        "S_field": 0.26214906573295593,
        "Gamma_field": 1.0614774227142334,
        "S_over_Gamma": 0.24696621298789978,
        "Da": 67.03707885742188,
        "E_coh": 0.39600181579589844,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.9,
              46.1
            ],
            [
              -77.85,
              46.1
            ],
            [
              -77.85,
              46.06
            ],
            [
              -77.88,
              46.04
            ],
            [
              -77.9,
              46.04
            ],
            [
              -77.91,
              46.05
            ],
            [
              -77.91,
              46.09
            ],
            [
              -77.9,
              46.1
            ]
          ]
        ]
      },
      "raw_probability": 0.1791,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "4d3a7712fa2f0f7d25602d3593305428cd9576118272923118741bec6dff3da8",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1791,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7d081aa0960118d89be979a738e37fe9e5c85b7405172ef275f0d48c1f92ef14"
      },
      "receipt_sha256": "7d081aa0960118d89be979a738e37fe9e5c85b7405172ef275f0d48c1f92ef14"
    },
    {
      "storm_id": "177001",
      "lat": 29.6078,
      "lon": -82.0378,
      "motion_east": 4.1,
      "motion_south": 0.6,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2381.0,
      "ebshear": 10.0,
      "srh01": 84.0,
      "maxllaz": 0.002,
      "mesh": 0.22,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 84.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.0689
        },
        {
          "name": "alignment",
          "value": -3.53
        },
        {
          "name": "tau",
          "value": 1.9345
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1771
      },
      "coherence_score": 1.9344818592071533,
      "coherence_diagnostics": {
        "tau": 1.9344818592071533,
        "grad_tau": 0.16353142261505127,
        "torsion": 0.0,
        "alignment": -3.530005931854248,
        "S_field": 0.5049191117286682,
        "Gamma_field": 0.4806441068649292,
        "S_over_Gamma": 1.0505051612854004,
        "Da": 31.629159927368164,
        "E_coh": 0.7333210110664368,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.05,
              29.64
            ],
            [
              -82.03,
              29.64
            ],
            [
              -82.01,
              29.62
            ],
            [
              -82.01,
              29.58
            ],
            [
              -82.02,
              29.57
            ],
            [
              -82.05,
              29.57
            ],
            [
              -82.06,
              29.58
            ],
            [
              -82.06,
              29.63
            ],
            [
              -82.05,
              29.64
            ]
          ]
        ]
      },
      "raw_probability": 0.1771,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "a29e3aa3e270192fcc57ad9eea7f902264ce94e022a42619d84c5bcda4a0d885",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1771,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "14222df798d481c06216c0691317dd425a64aa1b35e951f751f93596ade38095"
      },
      "receipt_sha256": "14222df798d481c06216c0691317dd425a64aa1b35e951f751f93596ade38095"
    },
    {
      "storm_id": "177739",
      "lat": 39.9218,
      "lon": -96.1429,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4502.0,
      "ebshear": 24.0,
      "srh01": 76.0,
      "maxllaz": 0.004,
      "mesh": 0.22,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 76.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.5689
        },
        {
          "name": "alignment",
          "value": -7.4167
        },
        {
          "name": "tau",
          "value": 0.7232
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.176
      },
      "coherence_score": 0.7231733798980713,
      "coherence_diagnostics": {
        "tau": 0.7231733798980713,
        "grad_tau": 0.36439210176467896,
        "torsion": 0.0,
        "alignment": -7.4167399406433105,
        "S_field": 0.2013513445854187,
        "Gamma_field": 0.9139775037765503,
        "S_over_Gamma": 0.2203022986650467,
        "Da": 60.524051666259766,
        "E_coh": 0.12666089832782745,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.18,
              39.97
            ],
            [
              -96.16,
              39.97
            ],
            [
              -96.14,
              39.95
            ],
            [
              -96.08,
              39.94
            ],
            [
              -96.07,
              39.93
            ],
            [
              -96.09,
              39.91
            ],
            [
              -96.09,
              39.87
            ],
            [
              -96.11,
              39.86
            ],
            [
              -96.14,
              39.87
            ],
            [
              -96.13,
              39.89
            ],
            [
              -96.14,
              39.9
            ],
            [
              -96.16,
              39.9
            ],
            [
              -96.18,
              39.92
            ],
            [
              -96.18,
              39.93
            ],
            [
              -96.2,
              39.94
            ],
            [
              -96.2,
              39.95
            ],
            [
              -96.18,
              39.97
            ]
          ]
        ]
      },
      "raw_probability": 0.176,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "fd27f0a1f3b3684d0e9adf85ccff30d8630f05e27b5dbf7a681f50ea874878c6",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.176,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "25646af64d9803f4b617ac7a371abdbc6dd5ba9e578da543fcf6b5bcfa5fde80"
      },
      "receipt_sha256": "25646af64d9803f4b617ac7a371abdbc6dd5ba9e578da543fcf6b5bcfa5fde80"
    },
    {
      "storm_id": "177926",
      "lat": 39.9164,
      "lon": -100.5771,
      "motion_east": 7.5,
      "motion_south": 0.6,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1800.0,
      "ebshear": 40.0,
      "srh01": 119.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 119.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.0689
        },
        {
          "name": "alignment",
          "value": 0.6693
        },
        {
          "name": "tau",
          "value": 0.4411
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1758
      },
      "coherence_score": 0.44109705090522766,
      "coherence_diagnostics": {
        "tau": 0.44109705090522766,
        "grad_tau": 0.03473372012376785,
        "torsion": 0.0,
        "alignment": 0.6693115830421448,
        "S_field": 0.3230794668197632,
        "Gamma_field": 0.6073107719421387,
        "S_over_Gamma": 0.5319837331771851,
        "Da": 37.83627700805664,
        "E_coh": 0.5552852153778076,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.58,
              39.99
            ],
            [
              -100.55,
              39.99
            ],
            [
              -100.51,
              39.95
            ],
            [
              -100.51,
              39.93
            ],
            [
              -100.53,
              39.9
            ],
            [
              -100.53,
              39.88
            ],
            [
              -100.54,
              39.87
            ],
            [
              -100.58,
              39.87
            ],
            [
              -100.59,
              39.86
            ],
            [
              -100.66,
              39.87
            ],
            [
              -100.66,
              39.88
            ],
            [
              -100.63,
              39.91
            ],
            [
              -100.63,
              39.94
            ],
            [
              -100.58,
              39.99
            ]
          ]
        ]
      },
      "raw_probability": 0.1758,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "f822529dddde96ccdb53f7b49cbf563e6442d0a5e077dc0062828187fc1add14",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1758,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a6477c0cb414995dcdd9c869befd1f3dce0cee0693b7f3d966da64afe15982c7"
      },
      "receipt_sha256": "a6477c0cb414995dcdd9c869befd1f3dce0cee0693b7f3d966da64afe15982c7"
    },
    {
      "storm_id": "177400",
      "lat": 29.2616,
      "lon": -82.9984,
      "motion_east": 5.2,
      "motion_south": -1.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3395.0,
      "ebshear": 13.0,
      "srh01": 86.0,
      "maxllaz": 0.001,
      "mesh": 0.35,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 86.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.1939
        },
        {
          "name": "alignment",
          "value": 0.8781
        },
        {
          "name": "tau",
          "value": 1.775
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1757
      },
      "coherence_score": 1.7749648094177246,
      "coherence_diagnostics": {
        "tau": 1.7749648094177246,
        "grad_tau": 0.20101632177829742,
        "torsion": 0.0,
        "alignment": 0.8781236410140991,
        "S_field": 0.31506916880607605,
        "Gamma_field": 0.5198107957839966,
        "S_over_Gamma": 0.6061227917671204,
        "Da": 34.215675354003906,
        "E_coh": 0.7193555235862732,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.11,
              29.32
            ],
            [
              -82.97,
              29.31
            ],
            [
              -82.96,
              29.3
            ],
            [
              -82.94,
              29.31
            ],
            [
              -82.91,
              29.31
            ],
            [
              -82.91,
              29.28
            ],
            [
              -82.89,
              29.26
            ],
            [
              -82.89,
              29.25
            ],
            [
              -82.92,
              29.24
            ],
            [
              -82.94,
              29.22
            ],
            [
              -82.94,
              29.21
            ],
            [
              -82.96,
              29.2
            ],
            [
              -83.03,
              29.2
            ],
            [
              -83.05,
              29.22
            ],
            [
              -83.07,
              29.22
            ],
            [
              -83.11,
              29.24
            ],
            [
              -83.13,
              29.26
            ],
            [
              -83.13,
              29.3
            ],
            [
              -83.11,
              29.32
            ]
          ]
        ]
      },
      "raw_probability": 0.1757,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "60000aaebaee8e8fa07c86906bcdbb0881885ba97db293cd68578dfef5112188",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1757,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f69c0f4cda8ec6c361e5d6d611f53205ba8198600898fcec9cadb43035e5fb88"
      },
      "receipt_sha256": "f69c0f4cda8ec6c361e5d6d611f53205ba8198600898fcec9cadb43035e5fb88"
    },
    {
      "storm_id": "177041",
      "lat": 43.06,
      "lon": -83.4228,
      "motion_east": 11.6,
      "motion_south": 6.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 939.0,
      "ebshear": 50.0,
      "srh01": 63.0,
      "maxllaz": 0.003,
      "mesh": 0.1,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 63.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.8189
        },
        {
          "name": "alignment",
          "value": -2.9664
        },
        {
          "name": "tau",
          "value": 0.8856
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.166
      },
      "coherence_score": 0.8856335878372192,
      "coherence_diagnostics": {
        "tau": 0.8856335878372192,
        "grad_tau": 0.1219792291522026,
        "torsion": 0.0,
        "alignment": -2.9663825035095215,
        "S_field": 0.2959723472595215,
        "Gamma_field": 0.7498108148574829,
        "S_over_Gamma": 0.3947293758392334,
        "Da": 41.91175842285156,
        "E_coh": 0.5416821837425232,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.51,
              43.11
            ],
            [
              -83.44,
              43.11
            ],
            [
              -83.43,
              43.1
            ],
            [
              -83.41,
              43.1
            ],
            [
              -83.35,
              43.07
            ],
            [
              -83.25,
              43.07
            ],
            [
              -83.24,
              43.05
            ],
            [
              -83.24,
              43.02
            ],
            [
              -83.26,
              43.0
            ],
            [
              -83.43,
              43.0
            ],
            [
              -83.44,
              43.01
            ],
            [
              -83.46,
              43.01
            ],
            [
              -83.48,
              43.03
            ],
            [
              -83.54,
              43.04
            ],
            [
              -83.55,
              43.05
            ],
            [
              -83.55,
              43.1
            ],
            [
              -83.52,
              43.1
            ],
            [
              -83.51,
              43.11
            ]
          ]
        ]
      },
      "raw_probability": 0.166,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "5d7e5e3cb2dbb2539cab930c0fb90b27346a8d691de60370d8d0ffa54ecbacdb",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.166,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c1cc8909fcf1519c6d1b1ae0c3699d16d23a0290cfeae666a142aaa394fa5b80"
      },
      "receipt_sha256": "c1cc8909fcf1519c6d1b1ae0c3699d16d23a0290cfeae666a142aaa394fa5b80"
    },
    {
      "storm_id": "176427",
      "lat": 47.3089,
      "lon": -76.4389,
      "motion_east": 2.1,
      "motion_south": -2.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 598.0,
      "ebshear": 34.0,
      "srh01": 67.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 67.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.1939
        },
        {
          "name": "alignment",
          "value": -5.1919
        },
        {
          "name": "tau",
          "value": 0.6984
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1657
      },
      "coherence_score": 0.6984482407569885,
      "coherence_diagnostics": {
        "tau": 0.6984482407569885,
        "grad_tau": 0.15496040880680084,
        "torsion": 0.0,
        "alignment": -5.191888809204102,
        "S_field": 0.270509272813797,
        "Gamma_field": 0.2823107838630676,
        "S_over_Gamma": 0.958196759223938,
        "Da": 18.031835556030273,
        "E_coh": 0.2814770042896271,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.46,
              47.34
            ],
            [
              -76.41,
              47.34
            ],
            [
              -76.4,
              47.33
            ],
            [
              -76.4,
              47.28
            ],
            [
              -76.42,
              47.27
            ],
            [
              -76.46,
              47.27
            ],
            [
              -76.47,
              47.28
            ],
            [
              -76.47,
              47.33
            ],
            [
              -76.46,
              47.34
            ]
          ]
        ]
      },
      "raw_probability": 0.1657,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "fa1ee98a190ea4334b174a8125f5dfe6bfcd9252c4a0c8122a190d737648db9f",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1657,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d5fd7b7dd901e8b6b8e61d1a35614e1529ec9f9c5a86522c75e58b236ed20fd5"
      },
      "receipt_sha256": "d5fd7b7dd901e8b6b8e61d1a35614e1529ec9f9c5a86522c75e58b236ed20fd5"
    },
    {
      "storm_id": "177923",
      "lat": 41.2782,
      "lon": -98.9408,
      "motion_east": 3.0,
      "motion_south": -2.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2114.0,
      "ebshear": 35.0,
      "srh01": 163.0,
      "maxllaz": 0.003,
      "mesh": 0.21,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 163.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.5689
        },
        {
          "name": "alignment",
          "value": -4.0783
        },
        {
          "name": "tau",
          "value": 0.5672
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1647
      },
      "coherence_score": 0.5672329664230347,
      "coherence_diagnostics": {
        "tau": 0.5672329664230347,
        "grad_tau": 0.019343851134181023,
        "torsion": 0.0,
        "alignment": -4.078303337097168,
        "S_field": 0.5298003554344177,
        "Gamma_field": 0.6481441259384155,
        "S_over_Gamma": 0.8174113631248474,
        "Da": 39.116783142089844,
        "E_coh": 0.7318369746208191,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.19,
              41.42
            ],
            [
              -99.17,
              41.41
            ],
            [
              -99.07,
              41.4
            ],
            [
              -99.06,
              41.39
            ],
            [
              -99.02,
              41.39
            ],
            [
              -98.94,
              41.34
            ],
            [
              -98.92,
              41.34
            ],
            [
              -98.9,
              41.36
            ],
            [
              -98.86,
              41.36
            ],
            [
              -98.83,
              41.38
            ],
            [
              -98.81,
              41.38
            ],
            [
              -98.8,
              41.37
            ],
            [
              -98.8,
              41.35
            ],
            [
              -98.82,
              41.33
            ],
            [
              -98.82,
              41.3
            ],
            [
              -98.71,
              41.19
            ],
            [
              -98.71,
              41.18
            ],
            [
              -98.69,
              41.16
            ],
            [
              -98.69,
              41.1
            ],
            [
              -98.7,
              41.09
            ],
            [
              -98.76,
              41.09
            ],
            [
              -98.77,
              41.1
            ],
            [
              -98.8,
              41.1
            ],
            [
              -98.88,
              41.14
            ],
            [
              -98.93,
              41.14
            ],
            [
              -98.95,
              41.15
            ],
            [
              -98.97,
              41.17
            ],
            [
              -98.97,
              41.22
            ],
            [
              -98.95,
              41.25
            ],
            [
              -98.98,
              41.28
            ],
            [
              -99.03,
              41.28
            ],
            [
              -99.04,
              41.29
            ],
            [
              -99.06,
              41.29
            ],
            [
              -99.08,
              41.31
            ],
            [
              -99.11,
              41.31
            ],
            [
              -99.12,
              41.32
            ],
            [
              -99.15,
              41.32
            ],
            [
              -99.17,
              41.33
            ],
            [
              -99.21,
              41.38
            ],
            [
              -99.19,
              41.42
            ]
          ]
        ]
      },
      "raw_probability": 0.1647,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "f0cbb3ebf6d7151166703c157aa29dccf873da9dd946bb2627e3833557cb134e",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1647,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "91a75521f42445c36a3865c826a9f12372807ffada4572145006ce98dc4fe9bc"
      },
      "receipt_sha256": "91a75521f42445c36a3865c826a9f12372807ffada4572145006ce98dc4fe9bc"
    },
    {
      "storm_id": "177935",
      "lat": 31.4464,
      "lon": -107.4964,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1894.0,
      "ebshear": 41.0,
      "srh01": 104.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 104.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.5689
        },
        {
          "name": "alignment",
          "value": -1.3104
        },
        {
          "name": "tau",
          "value": 0.661
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.164
      },
      "coherence_score": 0.6610391736030579,
      "coherence_diagnostics": {
        "tau": 0.6610391736030579,
        "grad_tau": 0.03887643292546272,
        "torsion": 0.0,
        "alignment": -1.3103511333465576,
        "S_field": 0.39642852544784546,
        "Gamma_field": 1.2873108386993408,
        "S_over_Gamma": 0.307950884103775,
        "Da": 78.38728332519531,
        "E_coh": 0.8026434183120728,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.52,
              31.48
            ],
            [
              -107.46,
              31.47
            ],
            [
              -107.45,
              31.46
            ],
            [
              -107.45,
              31.42
            ],
            [
              -107.46,
              31.41
            ],
            [
              -107.5,
              31.41
            ],
            [
              -107.52,
              31.42
            ],
            [
              -107.52,
              31.44
            ],
            [
              -107.53,
              31.45
            ],
            [
              -107.53,
              31.47
            ],
            [
              -107.52,
              31.48
            ]
          ]
        ]
      },
      "raw_probability": 0.164,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "a252bd49d4777e9dbe0d8f8b7dc6736e39bafbbf030faee213ef2434c56dc915",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.164,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3c0ba04878299c50a3e05f6ded0cd57979ba4337b28564a6c48c6c857940cbc5"
      },
      "receipt_sha256": "3c0ba04878299c50a3e05f6ded0cd57979ba4337b28564a6c48c6c857940cbc5"
    },
    {
      "storm_id": "177913",
      "lat": 48.2889,
      "lon": -76.0911,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 202.0,
      "ebshear": 20.0,
      "srh01": 98.0,
      "maxllaz": 0.001,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 98.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.1939
        },
        {
          "name": "alignment",
          "value": -5.9919
        },
        {
          "name": "tau",
          "value": 0.3023
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.161
      },
      "coherence_score": 0.30233949422836304,
      "coherence_diagnostics": {
        "tau": 0.30233949422836304,
        "grad_tau": 0.265338659286499,
        "torsion": 0.0,
        "alignment": -5.991940975189209,
        "S_field": 0.1673474758863449,
        "Gamma_field": 0.15814413130283356,
        "S_over_Gamma": 1.058195948600769,
        "Da": 9.597923278808594,
        "E_coh": 0.5531049966812134,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.12,
              48.33
            ],
            [
              -76.05,
              48.32
            ],
            [
              -76.05,
              48.3
            ],
            [
              -76.08,
              48.27
            ],
            [
              -76.07,
              48.26
            ],
            [
              -76.07,
              48.24
            ],
            [
              -76.13,
              48.24
            ],
            [
              -76.13,
              48.31
            ],
            [
              -76.12,
              48.33
            ]
          ]
        ]
      },
      "raw_probability": 0.161,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "88dff159fe98fe5adda50d71cb0b86a6f0ab75b5d5c0cb6aaa84f0b4794ca8a0",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.161,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "105163cd0698f1b163c6cfb7cb0bbb44a951395bec61ecffc0b38979ba725ae1"
      },
      "receipt_sha256": "105163cd0698f1b163c6cfb7cb0bbb44a951395bec61ecffc0b38979ba725ae1"
    },
    {
      "storm_id": "177918",
      "lat": 46.9929,
      "lon": -76.6971,
      "motion_east": 2.6,
      "motion_south": -4.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 542.0,
      "ebshear": 34.0,
      "srh01": 38.0,
      "maxllaz": 0.0,
      "mesh": 0.23,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.1939
        },
        {
          "name": "alignment",
          "value": -5.1919
        },
        {
          "name": "tau",
          "value": 0.6984
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1594
      },
      "coherence_score": 0.6984482407569885,
      "coherence_diagnostics": {
        "tau": 0.6984482407569885,
        "grad_tau": 0.15496040880680084,
        "torsion": 0.0,
        "alignment": -5.191888809204102,
        "S_field": 0.270509272813797,
        "Gamma_field": 0.2823107838630676,
        "S_over_Gamma": 0.958196759223938,
        "Da": 18.031835556030273,
        "E_coh": 0.2814770042896271,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.74,
              47.03
            ],
            [
              -76.69,
              47.03
            ],
            [
              -76.68,
              47.02
            ],
            [
              -76.65,
              47.02
            ],
            [
              -76.63,
              47.0
            ],
            [
              -76.63,
              46.97
            ],
            [
              -76.64,
              46.96
            ],
            [
              -76.66,
              46.97
            ],
            [
              -76.68,
              46.97
            ],
            [
              -76.69,
              46.96
            ],
            [
              -76.77,
              46.96
            ],
            [
              -76.78,
              46.97
            ],
            [
              -76.78,
              47.01
            ],
            [
              -76.74,
              47.03
            ]
          ]
        ]
      },
      "raw_probability": 0.1594,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "c871f9c9cd8b4402f9576ce4a638eb5292d207fee9fdead9fb322c6a4ba331f9",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1594,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "37d9cc7a422802312f1a427004a2a2b2293c0b7963bb44dd37658f13b3ae0602"
      },
      "receipt_sha256": "37d9cc7a422802312f1a427004a2a2b2293c0b7963bb44dd37658f13b3ae0602"
    },
    {
      "storm_id": "177427",
      "lat": 36.575,
      "lon": -83.4143,
      "motion_east": 7.5,
      "motion_south": 7.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2007.0,
      "ebshear": 45.0,
      "srh01": 27.0,
      "maxllaz": 0.004,
      "mesh": 0.1,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.8189
        },
        {
          "name": "alignment",
          "value": -0.407
        },
        {
          "name": "tau",
          "value": 2.3486
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1579
      },
      "coherence_score": 2.3485612869262695,
      "coherence_diagnostics": {
        "tau": 2.3485612869262695,
        "grad_tau": 0.5270218253135681,
        "torsion": 0.0,
        "alignment": -0.4070342779159546,
        "S_field": 0.6637527942657471,
        "Gamma_field": 0.5048108100891113,
        "S_over_Gamma": 1.3148545026779175,
        "Da": 30.8912296295166,
        "E_coh": 0.7463869452476501,
        "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": [
          [
            [
              -83.43,
              36.63
            ],
            [
              -83.39,
              36.63
            ],
            [
              -83.37,
              36.61
            ],
            [
              -83.37,
              36.59
            ],
            [
              -83.36,
              36.58
            ],
            [
              -83.37,
              36.57
            ],
            [
              -83.37,
              36.54
            ],
            [
              -83.41,
              36.5
            ],
            [
              -83.44,
              36.5
            ],
            [
              -83.47,
              36.52
            ],
            [
              -83.47,
              36.57
            ],
            [
              -83.46,
              36.58
            ],
            [
              -83.46,
              36.6
            ],
            [
              -83.43,
              36.63
            ]
          ]
        ]
      },
      "raw_probability": 0.1579,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "31bec25a69dcb8671892cfc2f5ec53728716c1a50002bde1d6a46c2fff51a0d1",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1579,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fca1cd2fef02f96a7a26e2eda353c4e1e8fbf7aa8565e21db559c1074f68128f"
      },
      "receipt_sha256": "fca1cd2fef02f96a7a26e2eda353c4e1e8fbf7aa8565e21db559c1074f68128f"
    },
    {
      "storm_id": "177843",
      "lat": 47.4188,
      "lon": -76.9013,
      "motion_east": 1.9,
      "motion_south": -5.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 576.0,
      "ebshear": 33.0,
      "srh01": 31.0,
      "maxllaz": 0.001,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.5689
        },
        {
          "name": "alignment",
          "value": -7.0273
        },
        {
          "name": "tau",
          "value": 0.5473
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1577
      },
      "coherence_score": 0.5473232865333557,
      "coherence_diagnostics": {
        "tau": 0.5473232865333557,
        "grad_tau": 0.19676573574543,
        "torsion": 0.0,
        "alignment": -7.027270317077637,
        "S_field": 0.2281056046485901,
        "Gamma_field": 0.1681441217660904,
        "S_over_Gamma": 1.3566076755523682,
        "Da": 10.616193771362305,
        "E_coh": 0.6888492107391357,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.91,
              47.45
            ],
            [
              -76.88,
              47.45
            ],
            [
              -76.86,
              47.44
            ],
            [
              -76.86,
              47.41
            ],
            [
              -76.91,
              47.37
            ],
            [
              -76.93,
              47.37
            ],
            [
              -76.95,
              47.41
            ],
            [
              -76.91,
              47.45
            ]
          ]
        ]
      },
      "raw_probability": 0.1577,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "87e15c985487e7a2439218b7ea4d75877711e6fba4b0e1158bb877023e58ec01",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1577,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bd036d7b47ca036143ce050c8971bbf25432b333e2cba59f79f3ff28c7eb2eee"
      },
      "receipt_sha256": "bd036d7b47ca036143ce050c8971bbf25432b333e2cba59f79f3ff28c7eb2eee"
    },
    {
      "storm_id": "177326",
      "lat": 44.2936,
      "lon": -83.2417,
      "motion_east": 8.0,
      "motion_south": 4.4,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 510.0,
      "ebshear": 30.0,
      "srh01": 45.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.4439
        },
        {
          "name": "alignment",
          "value": -5.7327
        },
        {
          "name": "tau",
          "value": 0.8838
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1575
      },
      "coherence_score": 0.8837625980377197,
      "coherence_diagnostics": {
        "tau": 0.8837625980377197,
        "grad_tau": 0.0030442846473306417,
        "torsion": 0.0,
        "alignment": -5.73270320892334,
        "S_field": 0.18064966797828674,
        "Gamma_field": 0.17231079936027527,
        "S_over_Gamma": 1.0483943223953247,
        "Da": 9.983420372009277,
        "E_coh": 0.36479437351226807,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.18,
              44.49
            ],
            [
              -83.13,
              44.49
            ],
            [
              -83.11,
              44.48
            ],
            [
              -83.09,
              44.45
            ],
            [
              -83.09,
              44.41
            ],
            [
              -83.13,
              44.33
            ],
            [
              -83.13,
              44.28
            ],
            [
              -83.11,
              44.24
            ],
            [
              -83.11,
              44.22
            ],
            [
              -83.12,
              44.21
            ],
            [
              -83.11,
              44.17
            ],
            [
              -83.12,
              44.16
            ],
            [
              -83.1,
              44.14
            ],
            [
              -83.11,
              44.1
            ],
            [
              -83.16,
              44.1
            ],
            [
              -83.24,
              44.17
            ],
            [
              -83.29,
              44.17
            ],
            [
              -83.31,
              44.19
            ],
            [
              -83.33,
              44.19
            ],
            [
              -83.34,
              44.2
            ],
            [
              -83.41,
              44.2
            ],
            [
              -83.42,
              44.19
            ],
            [
              -83.44,
              44.21
            ],
            [
              -83.44,
              44.23
            ],
            [
              -83.42,
              44.27
            ],
            [
              -83.39,
              44.3
            ],
            [
              -83.39,
              44.31
            ],
            [
              -83.35,
              44.34
            ],
            [
              -83.33,
              44.34
            ],
            [
              -83.3,
              44.37
            ],
            [
              -83.3,
              44.38
            ],
            [
              -83.28,
              44.4
            ],
            [
              -83.28,
              44.42
            ],
            [
              -83.25,
              44.46
            ],
            [
              -83.21,
              44.47
            ],
            [
              -83.18,
              44.49
            ]
          ]
        ]
      },
      "raw_probability": 0.1575,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "bc56b68cdf6a1d4477ca299f2d6167a795146dcf904b6b1c24caaeb5a48d0f89",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1575,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "efec5c9267fd32e5ea54f96f2cedcf631ba944e0b5749e8b1c2b4a85f3ba0fc0"
      },
      "receipt_sha256": "efec5c9267fd32e5ea54f96f2cedcf631ba944e0b5749e8b1c2b4a85f3ba0fc0"
    },
    {
      "storm_id": "177892",
      "lat": 46.1295,
      "lon": -77.6048,
      "motion_east": 6.1,
      "motion_south": -1.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 998.0,
      "ebshear": 36.0,
      "srh01": 91.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 91.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.3189
        },
        {
          "name": "alignment",
          "value": -5.2137
        },
        {
          "name": "tau",
          "value": 0.6186
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1565
      },
      "coherence_score": 0.6186422109603882,
      "coherence_diagnostics": {
        "tau": 0.6186422109603882,
        "grad_tau": 0.17379236221313477,
        "torsion": 0.0,
        "alignment": -5.213700771331787,
        "S_field": 0.26214906573295593,
        "Gamma_field": 1.0614774227142334,
        "S_over_Gamma": 0.24696621298789978,
        "Da": 67.03707885742188,
        "E_coh": 0.39600181579589844,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.68,
              46.26
            ],
            [
              -77.65,
              46.26
            ],
            [
              -77.63,
              46.25
            ],
            [
              -77.59,
              46.21
            ],
            [
              -77.56,
              46.15
            ],
            [
              -77.53,
              46.12
            ],
            [
              -77.53,
              46.09
            ],
            [
              -77.5,
              46.03
            ],
            [
              -77.53,
              46.01
            ],
            [
              -77.53,
              45.98
            ],
            [
              -77.54,
              45.97
            ],
            [
              -77.56,
              45.98
            ],
            [
              -77.55,
              46.01
            ],
            [
              -77.63,
              46.08
            ],
            [
              -77.64,
              46.12
            ],
            [
              -77.67,
              46.16
            ],
            [
              -77.67,
              46.18
            ],
            [
              -77.68,
              46.19
            ],
            [
              -77.67,
              46.2
            ],
            [
              -77.68,
              46.21
            ],
            [
              -77.68,
              46.26
            ]
          ]
        ]
      },
      "raw_probability": 0.1565,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "661270d037ed2dbb79fb719b713d3d0ecac41b8480feb592bca46bd7bcbe82f7",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1565,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a6fc757c7109fa81b059b639f117482160824ea5519ac234993331ec9c5ccdc6"
      },
      "receipt_sha256": "a6fc757c7109fa81b059b639f117482160824ea5519ac234993331ec9c5ccdc6"
    },
    {
      "storm_id": "177916",
      "lat": 47.0127,
      "lon": -76.9209,
      "motion_east": 2.5,
      "motion_south": -4.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 504.0,
      "ebshear": 37.0,
      "srh01": 42.0,
      "maxllaz": 0.0,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.1939
        },
        {
          "name": "alignment",
          "value": -5.1919
        },
        {
          "name": "tau",
          "value": 0.6984
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1537
      },
      "coherence_score": 0.6984482407569885,
      "coherence_diagnostics": {
        "tau": 0.6984482407569885,
        "grad_tau": 0.15496040880680084,
        "torsion": 0.0,
        "alignment": -5.191888809204102,
        "S_field": 0.270509272813797,
        "Gamma_field": 0.2823107838630676,
        "S_over_Gamma": 0.958196759223938,
        "Da": 18.031835556030273,
        "E_coh": 0.2814770042896271,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.93,
              47.05
            ],
            [
              -76.92,
              47.05
            ],
            [
              -76.9,
              47.03
            ],
            [
              -76.9,
              47.01
            ],
            [
              -76.89,
              47.0
            ],
            [
              -76.89,
              46.99
            ],
            [
              -76.92,
              46.97
            ],
            [
              -76.94,
              46.97
            ],
            [
              -76.96,
              46.99
            ],
            [
              -76.95,
              47.03
            ],
            [
              -76.93,
              47.05
            ]
          ]
        ]
      },
      "raw_probability": 0.1537,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "f2d3b83e5788f71a0dbb74bdcfb42014ca4afdb86e657d423f8fe7bda370f185",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1537,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8879e9f843d574ff1eb2ec6fae216f4f5d2f89ebaa6b9c0db28305809aa9add1"
      },
      "receipt_sha256": "8879e9f843d574ff1eb2ec6fae216f4f5d2f89ebaa6b9c0db28305809aa9add1"
    },
    {
      "storm_id": "177882",
      "lat": 38.7078,
      "lon": -97.7944,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 653.0,
      "ebshear": 24.0,
      "srh01": 101.0,
      "maxllaz": 0.001,
      "mesh": 0.23,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 101.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.4439
        },
        {
          "name": "alignment",
          "value": -1.0953
        },
        {
          "name": "tau",
          "value": 0.3317
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1525
      },
      "coherence_score": 0.3316623866558075,
      "coherence_diagnostics": {
        "tau": 0.3316623866558075,
        "grad_tau": 0.11177010089159012,
        "torsion": 0.0,
        "alignment": -1.095291018486023,
        "S_field": 0.2556580603122711,
        "Gamma_field": 2.085644006729126,
        "S_over_Gamma": 0.1225799098610878,
        "Da": 124.65168762207031,
        "E_coh": 0.375082790851593,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.81,
              38.74
            ],
            [
              -97.77,
              38.74
            ],
            [
              -97.77,
              38.7
            ],
            [
              -97.76,
              38.69
            ],
            [
              -97.77,
              38.68
            ],
            [
              -97.82,
              38.68
            ],
            [
              -97.83,
              38.69
            ],
            [
              -97.81,
              38.71
            ],
            [
              -97.81,
              38.74
            ]
          ]
        ]
      },
      "raw_probability": 0.1525,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "911f8f9d88958e922460e4eda3dffef8eef8e75e18f869b79d3bacfaab5d463e",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1525,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fcd177b7674a201dfba68df6a22cba0ca84d24436f3721cac383f45bc33ed43c"
      },
      "receipt_sha256": "fcd177b7674a201dfba68df6a22cba0ca84d24436f3721cac383f45bc33ed43c"
    },
    {
      "storm_id": "177810",
      "lat": 40.773,
      "lon": -97.989,
      "motion_east": 4.9,
      "motion_south": 0.9,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4523.0,
      "ebshear": 37.0,
      "srh01": 47.0,
      "maxllaz": 0.003,
      "mesh": 0.33,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 47.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.0689
        },
        {
          "name": "alignment",
          "value": 4.1049
        },
        {
          "name": "tau",
          "value": 0.5617
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1495
      },
      "coherence_score": 0.5616523027420044,
      "coherence_diagnostics": {
        "tau": 0.5616523027420044,
        "grad_tau": 0.03571978583931923,
        "torsion": 0.0,
        "alignment": 4.1049299240112305,
        "S_field": 0.6316148042678833,
        "Gamma_field": 0.8756441473960876,
        "S_over_Gamma": 0.7213144898414612,
        "Da": 51.39741516113281,
        "E_coh": 0.5455408692359924,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.03,
              40.81
            ],
            [
              -97.94,
              40.81
            ],
            [
              -97.92,
              40.8
            ],
            [
              -97.92,
              40.76
            ],
            [
              -97.95,
              40.73
            ],
            [
              -97.99,
              40.72
            ],
            [
              -98.01,
              40.73
            ],
            [
              -98.05,
              40.77
            ],
            [
              -98.05,
              40.79
            ],
            [
              -98.03,
              40.81
            ]
          ]
        ]
      },
      "raw_probability": 0.1495,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "f35e1652f94fd19a281d97ec952eccf263cde0f1e29d2c2bd02a9b7864ddd93f",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1495,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f9b1e3ca76a2c1584eb2db2dc715dac6b4c4240cc5fbe53ef213a146ff542c1a"
      },
      "receipt_sha256": "f9b1e3ca76a2c1584eb2db2dc715dac6b4c4240cc5fbe53ef213a146ff542c1a"
    },
    {
      "storm_id": "177884",
      "lat": 33.608,
      "lon": -76.787,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1795.0,
      "ebshear": 27.0,
      "srh01": 44.0,
      "maxllaz": 0.001,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.0689
        },
        {
          "name": "alignment",
          "value": 1.2554
        },
        {
          "name": "tau",
          "value": 2.5851
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1492
      },
      "coherence_score": 2.5850725173950195,
      "coherence_diagnostics": {
        "tau": 2.5850725173950195,
        "grad_tau": 0.3778405487537384,
        "torsion": 0.0,
        "alignment": 1.255373477935791,
        "S_field": 1.1158989667892456,
        "Gamma_field": 0.33147746324539185,
        "S_over_Gamma": 3.3664398193359375,
        "Da": 21.100555419921875,
        "E_coh": 0.8740339875221252,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.79,
              33.65
            ],
            [
              -76.77,
              33.65
            ],
            [
              -76.74,
              33.63
            ],
            [
              -76.77,
              33.6
            ],
            [
              -76.77,
              33.56
            ],
            [
              -76.79,
              33.54
            ],
            [
              -76.82,
              33.54
            ],
            [
              -76.82,
              33.63
            ],
            [
              -76.81,
              33.63
            ],
            [
              -76.79,
              33.65
            ]
          ]
        ]
      },
      "raw_probability": 0.1492,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "537008dcf478bfe294138666a659f1a94ab33570632693cfecb2b6ddf928551f",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1492,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "32e780cd4bfcfe4a17d176bf616a68f5458aa26a58793207220afd9539883a63"
      },
      "receipt_sha256": "32e780cd4bfcfe4a17d176bf616a68f5458aa26a58793207220afd9539883a63"
    },
    {
      "storm_id": "177915",
      "lat": 47.4683,
      "lon": -76.1483,
      "motion_east": 1.0,
      "motion_south": -4.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 357.0,
      "ebshear": 26.0,
      "srh01": 36.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.5689
        },
        {
          "name": "alignment",
          "value": -7.0273
        },
        {
          "name": "tau",
          "value": 0.5473
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1481
      },
      "coherence_score": 0.5473232865333557,
      "coherence_diagnostics": {
        "tau": 0.5473232865333557,
        "grad_tau": 0.19676573574543,
        "torsion": 0.0,
        "alignment": -7.027270317077637,
        "S_field": 0.2281056046485901,
        "Gamma_field": 0.1681441217660904,
        "S_over_Gamma": 1.3566076755523682,
        "Da": 10.616193771362305,
        "E_coh": 0.6888492107391357,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.1,
              47.53
            ],
            [
              -76.08,
              47.53
            ],
            [
              -76.07,
              47.52
            ],
            [
              -76.03,
              47.52
            ],
            [
              -76.01,
              47.51
            ],
            [
              -75.99,
              47.49
            ],
            [
              -75.99,
              47.45
            ],
            [
              -76.02,
              47.43
            ],
            [
              -76.07,
              47.43
            ],
            [
              -76.08,
              47.42
            ],
            [
              -76.09,
              47.43
            ],
            [
              -76.17,
              47.44
            ],
            [
              -76.21,
              47.41
            ],
            [
              -76.24,
              47.41
            ],
            [
              -76.25,
              47.4
            ],
            [
              -76.31,
              47.41
            ],
            [
              -76.33,
              47.43
            ],
            [
              -76.33,
              47.46
            ],
            [
              -76.32,
              47.48
            ],
            [
              -76.28,
              47.5
            ],
            [
              -76.19,
              47.49
            ],
            [
              -76.16,
              47.51
            ],
            [
              -76.14,
              47.51
            ],
            [
              -76.1,
              47.53
            ]
          ]
        ]
      },
      "raw_probability": 0.1481,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "78de56b01d34aebd38f73e02d07b1ddb88156e768be293bfe66c1e7929ac5c7e",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1481,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "03cf4fd7810773b5f16048ab75da9ef738a9acdc6bdf84ff7e128ccc3323b8e4"
      },
      "receipt_sha256": "03cf4fd7810773b5f16048ab75da9ef738a9acdc6bdf84ff7e128ccc3323b8e4"
    },
    {
      "storm_id": "177218",
      "lat": 40.5383,
      "lon": -97.9607,
      "motion_east": 4.9,
      "motion_south": 0.8,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4301.0,
      "ebshear": 32.0,
      "srh01": 51.0,
      "maxllaz": 0.005,
      "mesh": 0.29,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 51.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.0689
        },
        {
          "name": "alignment",
          "value": 4.1049
        },
        {
          "name": "tau",
          "value": 0.5617
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1461
      },
      "coherence_score": 0.5616523027420044,
      "coherence_diagnostics": {
        "tau": 0.5616523027420044,
        "grad_tau": 0.03571978583931923,
        "torsion": 0.0,
        "alignment": 4.1049299240112305,
        "S_field": 0.6316148042678833,
        "Gamma_field": 0.8756441473960876,
        "S_over_Gamma": 0.7213144898414612,
        "Da": 51.39741516113281,
        "E_coh": 0.5455408692359924,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.98,
              40.69
            ],
            [
              -97.94,
              40.69
            ],
            [
              -97.93,
              40.68
            ],
            [
              -97.88,
              40.68
            ],
            [
              -97.87,
              40.67
            ],
            [
              -97.85,
              40.67
            ],
            [
              -97.83,
              40.63
            ],
            [
              -97.83,
              40.6
            ],
            [
              -97.86,
              40.58
            ],
            [
              -97.86,
              40.55
            ],
            [
              -97.83,
              40.52
            ],
            [
              -97.8,
              40.51
            ],
            [
              -97.76,
              40.47
            ],
            [
              -97.75,
              40.47
            ],
            [
              -97.73,
              40.45
            ],
            [
              -97.74,
              40.43
            ],
            [
              -97.8,
              40.43
            ],
            [
              -97.81,
              40.44
            ],
            [
              -97.85,
              40.42
            ],
            [
              -97.92,
              40.42
            ],
            [
              -97.94,
              40.44
            ],
            [
              -97.96,
              40.44
            ],
            [
              -97.97,
              40.45
            ],
            [
              -98.0,
              40.44
            ],
            [
              -98.03,
              40.41
            ],
            [
              -98.07,
              40.42
            ],
            [
              -98.08,
              40.43
            ],
            [
              -98.1,
              40.42
            ],
            [
              -98.16,
              40.42
            ],
            [
              -98.17,
              40.43
            ],
            [
              -98.17,
              40.47
            ],
            [
              -98.16,
              40.48
            ],
            [
              -98.16,
              40.5
            ],
            [
              -98.11,
              40.57
            ],
            [
              -98.11,
              40.62
            ],
            [
              -98.1,
              40.63
            ],
            [
              -98.1,
              40.65
            ],
            [
              -98.08,
              40.67
            ],
            [
              -98.05,
              40.67
            ],
            [
              -98.04,
              40.68
            ],
            [
              -97.99,
              40.68
            ],
            [
              -97.98,
              40.69
            ]
          ]
        ]
      },
      "raw_probability": 0.1461,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "63ae73a3a557dafb1d8ca792222d21f36ad6aa45fdbc825a2778f201dd1754b6",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1461,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b8ec9e98ba48e502b70621933d78e91e5b53386dc815a578a9d37c1574bdebbf"
      },
      "receipt_sha256": "b8ec9e98ba48e502b70621933d78e91e5b53386dc815a578a9d37c1574bdebbf"
    },
    {
      "storm_id": "177842",
      "lat": 47.8992,
      "lon": -78.3808,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 292.0,
      "ebshear": 30.0,
      "srh01": 63.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 63.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.9439
        },
        {
          "name": "alignment",
          "value": -1.8524
        },
        {
          "name": "tau",
          "value": 0.4708
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1459
      },
      "coherence_score": 0.47075140476226807,
      "coherence_diagnostics": {
        "tau": 0.47075140476226807,
        "grad_tau": 0.14226478338241577,
        "torsion": 0.0,
        "alignment": -1.8523638248443604,
        "S_field": 0.15588343143463135,
        "Gamma_field": 0.15481078624725342,
        "S_over_Gamma": 1.00692880153656,
        "Da": 9.299433708190918,
        "E_coh": 0.27938660979270935,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.36,
              47.94
            ],
            [
              -78.29,
              47.94
            ],
            [
              -78.29,
              47.87
            ],
            [
              -78.34,
              47.87
            ],
            [
              -78.38,
              47.85
            ],
            [
              -78.41,
              47.85
            ],
            [
              -78.45,
              47.87
            ],
            [
              -78.45,
              47.91
            ],
            [
              -78.44,
              47.92
            ],
            [
              -78.41,
              47.92
            ],
            [
              -78.39,
              47.91
            ],
            [
              -78.36,
              47.94
            ]
          ]
        ]
      },
      "raw_probability": 0.1459,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "6be00c2c05e94df185eff19dd0c1c42afa2259ab34c5332318ec4af8277ffe78",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1459,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0d168ec61c90886ed28ac52c22c28da103c8af1e395ba08a5874c61054a90892"
      },
      "receipt_sha256": "0d168ec61c90886ed28ac52c22c28da103c8af1e395ba08a5874c61054a90892"
    },
    {
      "storm_id": "177303",
      "lat": 43.0053,
      "lon": -83.74,
      "motion_east": 11.3,
      "motion_south": 6.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 680.0,
      "ebshear": 42.0,
      "srh01": 58.0,
      "maxllaz": 0.004,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 58.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.8189
        },
        {
          "name": "alignment",
          "value": 4.705
        },
        {
          "name": "tau",
          "value": 0.9394
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1455
      },
      "coherence_score": 0.9393553733825684,
      "coherence_diagnostics": {
        "tau": 0.9393553733825684,
        "grad_tau": 0.16722364723682404,
        "torsion": 0.0,
        "alignment": 4.705022811889648,
        "S_field": 0.3482310473918915,
        "Gamma_field": 0.7073108553886414,
        "S_over_Gamma": 0.49233096837997437,
        "Da": 39.67423629760742,
        "E_coh": 0.6336421966552734,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.79,
              43.09
            ],
            [
              -83.73,
              43.09
            ],
            [
              -83.71,
              43.08
            ],
            [
              -83.71,
              43.05
            ],
            [
              -83.67,
              43.01
            ],
            [
              -83.65,
              43.0
            ],
            [
              -83.65,
              42.95
            ],
            [
              -83.67,
              42.93
            ],
            [
              -83.71,
              42.92
            ],
            [
              -83.74,
              42.9
            ],
            [
              -83.77,
              42.9
            ],
            [
              -83.79,
              42.91
            ],
            [
              -83.79,
              43.0
            ],
            [
              -83.81,
              43.03
            ],
            [
              -83.81,
              43.06
            ],
            [
              -83.79,
              43.08
            ],
            [
              -83.79,
              43.09
            ]
          ]
        ]
      },
      "raw_probability": 0.1455,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "fe916854c55e6bfeb6e723022b0f6fc6199f0998c9824a8d4a7a473067698b12",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1455,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ad8efc0d8c4f8e4e922aadb1554e7b6f7006a903babfa6fe687c84a3049c7073"
      },
      "receipt_sha256": "ad8efc0d8c4f8e4e922aadb1554e7b6f7006a903babfa6fe687c84a3049c7073"
    },
    {
      "storm_id": "177726",
      "lat": 29.2577,
      "lon": -82.2792,
      "motion_east": 3.4,
      "motion_south": -2.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1449.0,
      "ebshear": 14.0,
      "srh01": 99.0,
      "maxllaz": 0.002,
      "mesh": 0.32,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 99.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.0689
        },
        {
          "name": "alignment",
          "value": -3.5661
        },
        {
          "name": "tau",
          "value": 1.8354
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1455
      },
      "coherence_score": 1.8353567123413086,
      "coherence_diagnostics": {
        "tau": 1.8353567123413086,
        "grad_tau": 0.30476000905036926,
        "torsion": 0.0,
        "alignment": -3.56606125831604,
        "S_field": 0.32548582553863525,
        "Gamma_field": 0.5664774775505066,
        "S_over_Gamma": 0.574578583240509,
        "Da": 37.319679260253906,
        "E_coh": 0.8115636706352234,
        "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": [
          [
            [
              -82.26,
              29.34
            ],
            [
              -82.21,
              29.34
            ],
            [
              -82.19,
              29.33
            ],
            [
              -82.19,
              29.27
            ],
            [
              -82.24,
              29.22
            ],
            [
              -82.28,
              29.2
            ],
            [
              -82.31,
              29.16
            ],
            [
              -82.34,
              29.16
            ],
            [
              -82.36,
              29.19
            ],
            [
              -82.36,
              29.22
            ],
            [
              -82.32,
              29.29
            ],
            [
              -82.31,
              29.29
            ],
            [
              -82.26,
              29.34
            ]
          ]
        ]
      },
      "raw_probability": 0.1455,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "fe916854c55e6bfeb6e723022b0f6fc6199f0998c9824a8d4a7a473067698b12",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1455,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ad8efc0d8c4f8e4e922aadb1554e7b6f7006a903babfa6fe687c84a3049c7073"
      },
      "receipt_sha256": "ad8efc0d8c4f8e4e922aadb1554e7b6f7006a903babfa6fe687c84a3049c7073"
    },
    {
      "storm_id": "176744",
      "lat": 44.5862,
      "lon": -76.3088,
      "motion_east": 4.6,
      "motion_south": 2.3,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1282.0,
      "ebshear": 19.0,
      "srh01": 51.0,
      "maxllaz": 0.002,
      "mesh": 0.16,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 51.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.9439
        },
        {
          "name": "alignment",
          "value": -5.1529
        },
        {
          "name": "tau",
          "value": 1.0974
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1411
      },
      "coherence_score": 1.097373366355896,
      "coherence_diagnostics": {
        "tau": 1.097373366355896,
        "grad_tau": 0.12854306399822235,
        "torsion": 0.0,
        "alignment": -5.1529035568237305,
        "S_field": 0.5125686526298523,
        "Gamma_field": 0.3048107922077179,
        "S_over_Gamma": 1.6815961599349976,
        "Da": 19.51504135131836,
        "E_coh": 0.7518863081932068,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.35,
              44.62
            ],
            [
              -76.28,
              44.62
            ],
            [
              -76.27,
              44.61
            ],
            [
              -76.27,
              44.56
            ],
            [
              -76.28,
              44.55
            ],
            [
              -76.33,
              44.55
            ],
            [
              -76.34,
              44.56
            ],
            [
              -76.35,
              44.62
            ]
          ]
        ]
      },
      "raw_probability": 0.1411,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "f494b086ab52ef56afdaa408227247a9b6abf2cc16fa2229ac4f5a5f1e8fc238",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1411,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1ffd4926388c3440dabd71c52b6aba99567f8c2817d23d1eed35902f52b17f90"
      },
      "receipt_sha256": "1ffd4926388c3440dabd71c52b6aba99567f8c2817d23d1eed35902f52b17f90"
    },
    {
      "storm_id": "177759",
      "lat": 46.1256,
      "lon": -77.2333,
      "motion_east": 5.5,
      "motion_south": 0.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1197.0,
      "ebshear": 32.0,
      "srh01": 90.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 90.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.3189
        },
        {
          "name": "alignment",
          "value": -5.2137
        },
        {
          "name": "tau",
          "value": 0.6186
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1406
      },
      "coherence_score": 0.6186422109603882,
      "coherence_diagnostics": {
        "tau": 0.6186422109603882,
        "grad_tau": 0.17379236221313477,
        "torsion": 0.0,
        "alignment": -5.213700771331787,
        "S_field": 0.26214906573295593,
        "Gamma_field": 1.0614774227142334,
        "S_over_Gamma": 0.24696621298789978,
        "Da": 67.03707885742188,
        "E_coh": 0.39600181579589844,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.25,
              46.16
            ],
            [
              -77.22,
              46.16
            ],
            [
              -77.2,
              46.14
            ],
            [
              -77.2,
              46.09
            ],
            [
              -77.21,
              46.08
            ],
            [
              -77.23,
              46.08
            ],
            [
              -77.27,
              46.12
            ],
            [
              -77.27,
              46.14
            ],
            [
              -77.25,
              46.16
            ]
          ]
        ]
      },
      "raw_probability": 0.1406,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "43c6e59eb28705db137ebc0161f3f2a7b301d36444f1e24b6056f2770875709f",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1406,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e49f43abc61d147f7a80ff11e637f76ae8b7f96d265c5c145bcb2c229ef653c6"
      },
      "receipt_sha256": "e49f43abc61d147f7a80ff11e637f76ae8b7f96d265c5c145bcb2c229ef653c6"
    },
    {
      "storm_id": "176972",
      "lat": 44.8457,
      "lon": -79.5607,
      "motion_east": 6.8,
      "motion_south": 3.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1161.0,
      "ebshear": 22.0,
      "srh01": 60.0,
      "maxllaz": 0.002,
      "mesh": 0.17,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 60.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.8189
        },
        {
          "name": "alignment",
          "value": 1.6732
        },
        {
          "name": "tau",
          "value": 0.9474
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1391
      },
      "coherence_score": 0.9473791122436523,
      "coherence_diagnostics": {
        "tau": 0.9473791122436523,
        "grad_tau": 0.20977197587490082,
        "torsion": 0.0,
        "alignment": 1.6732155084609985,
        "S_field": 0.27536264061927795,
        "Gamma_field": 0.18064412474632263,
        "S_over_Gamma": 1.524337649345398,
        "Da": 11.341358184814453,
        "E_coh": 0.5209265351295471,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.54,
              44.9
            ],
            [
              -79.5,
              44.9
            ],
            [
              -79.49,
              44.89
            ],
            [
              -79.49,
              44.84
            ],
            [
              -79.51,
              44.82
            ],
            [
              -79.55,
              44.82
            ],
            [
              -79.56,
              44.81
            ],
            [
              -79.6,
              44.81
            ],
            [
              -79.61,
              44.8
            ],
            [
              -79.63,
              44.8
            ],
            [
              -79.63,
              44.84
            ],
            [
              -79.62,
              44.85
            ],
            [
              -79.58,
              44.86
            ],
            [
              -79.54,
              44.9
            ]
          ]
        ]
      },
      "raw_probability": 0.1391,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "b03790e0ddb6bd29922e361cadbbb5fa25eaa94296a794b62ac433b9edb31fa2",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1391,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "511150acf3c2406059432090ac6d0712a8ac7ce0094113056dddfbe1a90c238f"
      },
      "receipt_sha256": "511150acf3c2406059432090ac6d0712a8ac7ce0094113056dddfbe1a90c238f"
    },
    {
      "storm_id": "177086",
      "lat": 45.0767,
      "lon": -79.1267,
      "motion_east": 5.7,
      "motion_south": 5.1,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 994.0,
      "ebshear": 22.0,
      "srh01": 63.0,
      "maxllaz": 0.003,
      "mesh": 0.24,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 63.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.8189
        },
        {
          "name": "alignment",
          "value": 1.6732
        },
        {
          "name": "tau",
          "value": 0.9474
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1391
      },
      "coherence_score": 0.9473791122436523,
      "coherence_diagnostics": {
        "tau": 0.9473791122436523,
        "grad_tau": 0.20977197587490082,
        "torsion": 0.0,
        "alignment": 1.6732155084609985,
        "S_field": 0.27536264061927795,
        "Gamma_field": 0.18064412474632263,
        "S_over_Gamma": 1.524337649345398,
        "Da": 11.341358184814453,
        "E_coh": 0.5209265351295471,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.0,
              45.18
            ],
            [
              -78.96,
              45.18
            ],
            [
              -78.93,
              45.14
            ],
            [
              -78.95,
              45.09
            ],
            [
              -78.97,
              45.07
            ],
            [
              -79.03,
              45.07
            ],
            [
              -79.08,
              45.01
            ],
            [
              -79.14,
              45.01
            ],
            [
              -79.21,
              44.95
            ],
            [
              -79.3,
              44.95
            ],
            [
              -79.32,
              44.97
            ],
            [
              -79.32,
              45.02
            ],
            [
              -79.29,
              45.04
            ],
            [
              -79.27,
              45.04
            ],
            [
              -79.21,
              45.1
            ],
            [
              -79.17,
              45.11
            ],
            [
              -79.16,
              45.12
            ],
            [
              -79.14,
              45.12
            ],
            [
              -79.13,
              45.13
            ],
            [
              -79.08,
              45.13
            ],
            [
              -79.0,
              45.18
            ]
          ]
        ]
      },
      "raw_probability": 0.1391,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "b03790e0ddb6bd29922e361cadbbb5fa25eaa94296a794b62ac433b9edb31fa2",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1391,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "511150acf3c2406059432090ac6d0712a8ac7ce0094113056dddfbe1a90c238f"
      },
      "receipt_sha256": "511150acf3c2406059432090ac6d0712a8ac7ce0094113056dddfbe1a90c238f"
    },
    {
      "storm_id": "177891",
      "lat": 46.3127,
      "lon": -77.93,
      "motion_east": 6.1,
      "motion_south": -1.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1275.0,
      "ebshear": 37.0,
      "srh01": 77.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 77.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.3189
        },
        {
          "name": "alignment",
          "value": -5.2137
        },
        {
          "name": "tau",
          "value": 0.6186
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.138
      },
      "coherence_score": 0.6186422109603882,
      "coherence_diagnostics": {
        "tau": 0.6186422109603882,
        "grad_tau": 0.17379236221313477,
        "torsion": 0.0,
        "alignment": -5.213700771331787,
        "S_field": 0.26214906573295593,
        "Gamma_field": 1.0614774227142334,
        "S_over_Gamma": 0.24696621298789978,
        "Da": 67.03707885742188,
        "E_coh": 0.39600181579589844,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.89,
              46.36
            ],
            [
              -77.83,
              46.36
            ],
            [
              -77.83,
              46.31
            ],
            [
              -77.87,
              46.29
            ],
            [
              -77.91,
              46.29
            ],
            [
              -77.92,
              46.28
            ],
            [
              -77.95,
              46.28
            ],
            [
              -77.96,
              46.27
            ],
            [
              -78.0,
              46.27
            ],
            [
              -78.01,
              46.28
            ],
            [
              -78.01,
              46.32
            ],
            [
              -78.0,
              46.33
            ],
            [
              -77.98,
              46.34
            ],
            [
              -77.9,
              46.35
            ],
            [
              -77.89,
              46.36
            ]
          ]
        ]
      },
      "raw_probability": 0.138,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "e888c15a1857ece8e55e72c78f4f1c971824c658efd43897e7e43f1d2cd97e7f",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.138,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5695ab90b7036a2230a990796d111d8750fbe19cb625e6d05277d67ba0757a14"
      },
      "receipt_sha256": "5695ab90b7036a2230a990796d111d8750fbe19cb625e6d05277d67ba0757a14"
    },
    {
      "storm_id": "177777",
      "lat": 33.7779,
      "lon": -76.6621,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1690.0,
      "ebshear": 29.0,
      "srh01": 45.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.5689
        },
        {
          "name": "alignment",
          "value": 5.3963
        },
        {
          "name": "tau",
          "value": 2.6778
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1375
      },
      "coherence_score": 2.677762031555176,
      "coherence_diagnostics": {
        "tau": 2.677762031555176,
        "grad_tau": 0.28749513626098633,
        "torsion": 0.0,
        "alignment": 5.396334171295166,
        "S_field": 1.4455933570861816,
        "Gamma_field": 0.2239774465560913,
        "S_over_Gamma": 6.4541916847229,
        "Da": 13.902115821838379,
        "E_coh": 0.894481897354126,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.64,
              33.84
            ],
            [
              -76.62,
              33.84
            ],
            [
              -76.62,
              33.8
            ],
            [
              -76.63,
              33.79
            ],
            [
              -76.62,
              33.77
            ],
            [
              -76.63,
              33.75
            ],
            [
              -76.62,
              33.74
            ],
            [
              -76.62,
              33.72
            ],
            [
              -76.66,
              33.72
            ],
            [
              -76.67,
              33.73
            ],
            [
              -76.68,
              33.72
            ],
            [
              -76.72,
              33.72
            ],
            [
              -76.73,
              33.74
            ],
            [
              -76.73,
              33.79
            ],
            [
              -76.74,
              33.8
            ],
            [
              -76.74,
              33.82
            ],
            [
              -76.64,
              33.82
            ],
            [
              -76.63,
              33.83
            ],
            [
              -76.64,
              33.84
            ]
          ]
        ]
      },
      "raw_probability": 0.1375,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "9a8a32ada02ca6b65390bcc10cb0c0d779b6985cc4839ad0aadbd8869623c83d",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1375,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "37f02cad5a0b3215d7432f57a876b41f2aef80124bca33cef62614d9357689a8"
      },
      "receipt_sha256": "37f02cad5a0b3215d7432f57a876b41f2aef80124bca33cef62614d9357689a8"
    },
    {
      "storm_id": "177799",
      "lat": 38.7378,
      "lon": -102.7944,
      "motion_east": 5.6,
      "motion_south": 0.6,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1854.0,
      "ebshear": 25.0,
      "srh01": 61.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 61.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.1939
        },
        {
          "name": "alignment",
          "value": -3.6554
        },
        {
          "name": "tau",
          "value": 0.489
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1365
      },
      "coherence_score": 0.489024817943573,
      "coherence_diagnostics": {
        "tau": 0.489024817943573,
        "grad_tau": 0.015276054851710796,
        "torsion": 0.0,
        "alignment": -3.6554183959960938,
        "S_field": 0.31862837076187134,
        "Gamma_field": 0.2939774692058563,
        "S_over_Gamma": 1.083853006362915,
        "Da": 17.350284576416016,
        "E_coh": 0.7458549737930298,
        "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": [
          [
            [
              -102.82,
              38.77
            ],
            [
              -102.77,
              38.77
            ],
            [
              -102.77,
              38.75
            ],
            [
              -102.74,
              38.71
            ],
            [
              -102.76,
              38.69
            ],
            [
              -102.81,
              38.7
            ],
            [
              -102.83,
              38.72
            ],
            [
              -102.83,
              38.76
            ],
            [
              -102.82,
              38.77
            ]
          ]
        ]
      },
      "raw_probability": 0.1365,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "82dfe9424f644e811328e99d6f2ee04a1c63e19cdf9a2d5b71b2c85912ee68b6",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1365,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "39296efd766ec31b8cba80a0cfde0dda4a728b64628f0bdd0bd809ddfce3f275"
      },
      "receipt_sha256": "39296efd766ec31b8cba80a0cfde0dda4a728b64628f0bdd0bd809ddfce3f275"
    },
    {
      "storm_id": "177636",
      "lat": 46.4246,
      "lon": -77.5307,
      "motion_east": 6.1,
      "motion_south": -1.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 667.0,
      "ebshear": 30.0,
      "srh01": 70.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 70.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.3189
        },
        {
          "name": "alignment",
          "value": -5.2137
        },
        {
          "name": "tau",
          "value": 0.6186
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1352
      },
      "coherence_score": 0.6186422109603882,
      "coherence_diagnostics": {
        "tau": 0.6186422109603882,
        "grad_tau": 0.17379236221313477,
        "torsion": 0.0,
        "alignment": -5.213700771331787,
        "S_field": 0.26214906573295593,
        "Gamma_field": 1.0614774227142334,
        "S_over_Gamma": 0.24696621298789978,
        "Da": 67.03707885742188,
        "E_coh": 0.39600181579589844,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.61,
              46.57
            ],
            [
              -77.59,
              46.56
            ],
            [
              -77.55,
              46.56
            ],
            [
              -77.54,
              46.55
            ],
            [
              -77.5,
              46.55
            ],
            [
              -77.49,
              46.54
            ],
            [
              -77.48,
              46.52
            ],
            [
              -77.49,
              46.51
            ],
            [
              -77.49,
              46.48
            ],
            [
              -77.51,
              46.44
            ],
            [
              -77.51,
              46.39
            ],
            [
              -77.52,
              46.38
            ],
            [
              -77.52,
              46.36
            ],
            [
              -77.5,
              46.34
            ],
            [
              -77.45,
              46.34
            ],
            [
              -77.43,
              46.32
            ],
            [
              -77.43,
              46.28
            ],
            [
              -77.44,
              46.27
            ],
            [
              -77.52,
              46.26
            ],
            [
              -77.53,
              46.27
            ],
            [
              -77.54,
              46.32
            ],
            [
              -77.57,
              46.35
            ],
            [
              -77.58,
              46.35
            ],
            [
              -77.6,
              46.39
            ],
            [
              -77.6,
              46.42
            ],
            [
              -77.63,
              46.46
            ],
            [
              -77.63,
              46.54
            ],
            [
              -77.61,
              46.57
            ]
          ]
        ]
      },
      "raw_probability": 0.1352,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "fcae74de470af8fbdf1c49ea2ec64850d76e94d29b5a2ec567ab3a9c0b2489c4",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1352,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "33e5c7da24db421998720d561d9a3675dbfc5bcd1815e58136c0eea6ea9c1929"
      },
      "receipt_sha256": "33e5c7da24db421998720d561d9a3675dbfc5bcd1815e58136c0eea6ea9c1929"
    },
    {
      "storm_id": "177617",
      "lat": 39.5122,
      "lon": -101.5022,
      "motion_east": 6.5,
      "motion_south": 1.1,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 815.0,
      "ebshear": 28.0,
      "srh01": 93.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 93.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.3189
        },
        {
          "name": "alignment",
          "value": -0.7341
        },
        {
          "name": "tau",
          "value": 0.4628
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1341
      },
      "coherence_score": 0.4628180265426636,
      "coherence_diagnostics": {
        "tau": 0.4628180265426636,
        "grad_tau": 0.012067100033164024,
        "torsion": 0.0,
        "alignment": -0.734112024307251,
        "S_field": 0.19441285729408264,
        "Gamma_field": 0.36647748947143555,
        "S_over_Gamma": 0.5304905772209167,
        "Da": 21.832618713378906,
        "E_coh": 0.40343448519706726,
        "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": [
          [
            [
              -101.52,
              39.54
            ],
            [
              -101.48,
              39.54
            ],
            [
              -101.47,
              39.53
            ],
            [
              -101.47,
              39.49
            ],
            [
              -101.48,
              39.48
            ],
            [
              -101.52,
              39.48
            ],
            [
              -101.53,
              39.49
            ],
            [
              -101.53,
              39.52
            ],
            [
              -101.52,
              39.54
            ]
          ]
        ]
      },
      "raw_probability": 0.1341,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "03ba300201040214ddd31e866558cd114889e4c4f3f8bfb17e25ea0486383d18",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1341,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "528eae3041923fbd7d7c77c7e18f54212af57cc0dc769e05c5e6c58c3beb5f39"
      },
      "receipt_sha256": "528eae3041923fbd7d7c77c7e18f54212af57cc0dc769e05c5e6c58c3beb5f39"
    },
    {
      "storm_id": "177651",
      "lat": 43.4291,
      "lon": -84.6282,
      "motion_east": 4.7,
      "motion_south": 2.6,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 861.0,
      "ebshear": 40.0,
      "srh01": 127.0,
      "maxllaz": 0.007,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 127.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.0689
        },
        {
          "name": "alignment",
          "value": 6.6965
        },
        {
          "name": "tau",
          "value": 1.0097
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1327
      },
      "coherence_score": 1.0097326040267944,
      "coherence_diagnostics": {
        "tau": 1.0097326040267944,
        "grad_tau": 0.18587030470371246,
        "torsion": 0.0,
        "alignment": 6.696473598480225,
        "S_field": 0.34445619583129883,
        "Gamma_field": 0.8100000619888306,
        "S_over_Gamma": 0.4252545237541199,
        "Da": 43.511322021484375,
        "E_coh": 0.18341587483882904,
        "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": [
          [
            [
              -84.64,
              43.47
            ],
            [
              -84.63,
              43.46
            ],
            [
              -84.61,
              43.46
            ],
            [
              -84.59,
              43.44
            ],
            [
              -84.6,
              43.43
            ],
            [
              -84.6,
              43.39
            ],
            [
              -84.61,
              43.38
            ],
            [
              -84.65,
              43.38
            ],
            [
              -84.67,
              43.39
            ],
            [
              -84.67,
              43.45
            ],
            [
              -84.64,
              43.47
            ]
          ]
        ]
      },
      "raw_probability": 0.1327,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "bdb64467fb11a9fb6dcd42512f262ad7fce0a595212c29a792e7b016db83a17e",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1327,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "36fab1d531058376eef89ea2d7379b793d95daf91b801e7ad18b0fd67d699a19"
      },
      "receipt_sha256": "36fab1d531058376eef89ea2d7379b793d95daf91b801e7ad18b0fd67d699a19"
    },
    {
      "storm_id": "177230",
      "lat": 48.106,
      "lon": -77.987,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 375.0,
      "ebshear": 27.0,
      "srh01": 88.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 88.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.4439
        },
        {
          "name": "alignment",
          "value": 1.2955
        },
        {
          "name": "tau",
          "value": 0.2935
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.132
      },
      "coherence_score": 0.2934749126434326,
      "coherence_diagnostics": {
        "tau": 0.2934749126434326,
        "grad_tau": 0.26268887519836426,
        "torsion": 0.0,
        "alignment": 1.295536756515503,
        "S_field": 0.1158609539270401,
        "Gamma_field": 0.16064412891864777,
        "S_over_Gamma": 0.7212274670600891,
        "Da": 9.725478172302246,
        "E_coh": 0.31384703516960144,
        "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": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.03,
              48.16
            ],
            [
              -77.99,
              48.16
            ],
            [
              -77.93,
              48.1
            ],
            [
              -77.93,
              48.07
            ],
            [
              -77.94,
              48.06
            ],
            [
              -77.97,
              48.08
            ],
            [
              -78.0,
              48.08
            ],
            [
              -78.02,
              48.09
            ],
            [
              -78.03,
              48.1
            ],
            [
              -78.03,
              48.16
            ]
          ]
        ]
      },
      "raw_probability": 0.132,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "7d8b9e2d2fd22bf7226f18df078dc40348c4658e09b8d382d6b8fed13fed0ea0",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.132,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3c563a69285ad7a6ba6394b4f33c5e16beca56cab071ad206b81c2401a3af5cc"
      },
      "receipt_sha256": "3c563a69285ad7a6ba6394b4f33c5e16beca56cab071ad206b81c2401a3af5cc"
    },
    {
      "storm_id": "177934",
      "lat": 36.59,
      "lon": -102.9483,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1419.0,
      "ebshear": 22.0,
      "srh01": 77.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 77.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.0689
        },
        {
          "name": "alignment",
          "value": 3.3729
        },
        {
          "name": "tau",
          "value": 0.4116
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1319
      },
      "coherence_score": 0.41160643100738525,
      "coherence_diagnostics": {
        "tau": 0.41160643100738525,
        "grad_tau": 0.009791809134185314,
        "torsion": 0.0,
        "alignment": 3.372880220413208,
        "S_field": 0.3053266108036041,
        "Gamma_field": 0.7164774537086487,
        "S_over_Gamma": 0.4261496365070343,
        "Da": 42.81077575683594,
        "E_coh": 0.4717406630516052,
        "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": [
          [
            [
              -102.97,
              36.62
            ],
            [
              -102.91,
              36.61
            ],
            [
              -102.91,
              36.56
            ],
            [
              -102.96,
              36.56
            ],
            [
              -102.97,
              36.57
            ],
            [
              -102.97,
              36.62
            ]
          ]
        ]
      },
      "raw_probability": 0.1319,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "e0d8635456dcc46da624bb0c5792c994b8ca17f76e5ea2395a09334dfcdec4db",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1319,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b64d198ea08931ad111a9d49da104a35d0d1995d222a84e6d4cfb44d87146da0"
      },
      "receipt_sha256": "b64d198ea08931ad111a9d49da104a35d0d1995d222a84e6d4cfb44d87146da0"
    },
    {
      "storm_id": "177785",
      "lat": 45.0679,
      "lon": -76.5021,
      "motion_east": 4.3,
      "motion_south": -1.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1582.0,
      "ebshear": 17.0,
      "srh01": 20.0,
      "maxllaz": 0.003,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.9439
        },
        {
          "name": "alignment",
          "value": -5.1529
        },
        {
          "name": "tau",
          "value": 1.0974
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1318
      },
      "coherence_score": 1.097373366355896,
      "coherence_diagnostics": {
        "tau": 1.097373366355896,
        "grad_tau": 0.12854306399822235,
        "torsion": 0.0,
        "alignment": -5.1529035568237305,
        "S_field": 0.5125686526298523,
        "Gamma_field": 0.3048107922077179,
        "S_over_Gamma": 1.6815961599349976,
        "Da": 19.51504135131836,
        "E_coh": 0.7518863081932068,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.52,
              45.12
            ],
            [
              -76.47,
              45.12
            ],
            [
              -76.47,
              45.11
            ],
            [
              -76.45,
              45.09
            ],
            [
              -76.45,
              45.07
            ],
            [
              -76.47,
              45.04
            ],
            [
              -76.47,
              45.02
            ],
            [
              -76.49,
              45.01
            ],
            [
              -76.54,
              45.01
            ],
            [
              -76.54,
              45.02
            ],
            [
              -76.56,
              45.04
            ],
            [
              -76.56,
              45.07
            ],
            [
              -76.52,
              45.11
            ],
            [
              -76.52,
              45.12
            ]
          ]
        ]
      },
      "raw_probability": 0.1318,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "7a9834c6bb1a3d8e92a28486a9096880659257b339f75156a2ef5240120a573c",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1318,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "220a8e9d1b7ae760b93903d5f311a26705f0e47f8370fc3de50bf1db0869f22e"
      },
      "receipt_sha256": "220a8e9d1b7ae760b93903d5f311a26705f0e47f8370fc3de50bf1db0869f22e"
    },
    {
      "storm_id": "177861",
      "lat": 36.7022,
      "lon": -102.7378,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1743.0,
      "ebshear": 28.0,
      "srh01": 76.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 76.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.0689
        },
        {
          "name": "alignment",
          "value": 3.3729
        },
        {
          "name": "tau",
          "value": 0.4116
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1307
      },
      "coherence_score": 0.41160643100738525,
      "coherence_diagnostics": {
        "tau": 0.41160643100738525,
        "grad_tau": 0.009791809134185314,
        "torsion": 0.0,
        "alignment": 3.372880220413208,
        "S_field": 0.3053266108036041,
        "Gamma_field": 0.7164774537086487,
        "S_over_Gamma": 0.4261496365070343,
        "Da": 42.81077575683594,
        "E_coh": 0.4717406630516052,
        "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": [
          [
            [
              -102.77,
              36.73
            ],
            [
              -102.7,
              36.73
            ],
            [
              -102.68,
              36.72
            ],
            [
              -102.68,
              36.68
            ],
            [
              -102.71,
              36.66
            ],
            [
              -102.77,
              36.67
            ],
            [
              -102.78,
              36.68
            ],
            [
              -102.78,
              36.72
            ],
            [
              -102.77,
              36.73
            ]
          ]
        ]
      },
      "raw_probability": 0.1307,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "901d0396e6213e5d4bf91ef670611be168b1dffff25f2dfae82738f754f16ede",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1307,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "69fd2bc40402b70aec373f3b905be5e7b2fdf65979d03d158ef5c1d2d79d4881"
      },
      "receipt_sha256": "69fd2bc40402b70aec373f3b905be5e7b2fdf65979d03d158ef5c1d2d79d4881"
    },
    {
      "storm_id": "176173",
      "lat": 48.1111,
      "lon": -78.52,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 266.0,
      "ebshear": 28.0,
      "srh01": 79.0,
      "maxllaz": 0.008,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 79.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.5689
        },
        {
          "name": "alignment",
          "value": 2.4591
        },
        {
          "name": "tau",
          "value": 0.2787
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1301
      },
      "coherence_score": 0.27867603302001953,
      "coherence_diagnostics": {
        "tau": 0.27867603302001953,
        "grad_tau": 0.23587049543857574,
        "torsion": 0.0,
        "alignment": 2.4591405391693115,
        "S_field": 0.13934750854969025,
        "Gamma_field": 0.1614774614572525,
        "S_over_Gamma": 0.8629533052444458,
        "Da": 9.694487571716309,
        "E_coh": 0.5032561421394348,
        "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": 6,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.54,
              48.15
            ],
            [
              -78.5,
              48.15
            ],
            [
              -78.48,
              48.13
            ],
            [
              -78.48,
              48.1
            ],
            [
              -78.5,
              48.06
            ],
            [
              -78.53,
              48.06
            ],
            [
              -78.55,
              48.08
            ],
            [
              -78.56,
              48.12
            ],
            [
              -78.54,
              48.15
            ]
          ]
        ]
      },
      "raw_probability": 0.1301,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "67db2b50b5d37922101771f049a099b703b3669e1fc2b9b7833c9a5b51014319",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1301,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c48d93b73423a5cfe798ffb8c87595001ae1525e24e54e8762c54ced241ce892"
      },
      "receipt_sha256": "c48d93b73423a5cfe798ffb8c87595001ae1525e24e54e8762c54ced241ce892"
    },
    {
      "storm_id": "177920",
      "lat": 43.3444,
      "lon": -76.9744,
      "motion_east": 1.5,
      "motion_south": 0.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1817.0,
      "ebshear": 23.0,
      "srh01": 87.0,
      "maxllaz": 0.001,
      "mesh": 0.28,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 87.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.9439
        },
        {
          "name": "alignment",
          "value": -2.4364
        },
        {
          "name": "tau",
          "value": 1.4878
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1279
      },
      "coherence_score": 1.4877715110778809,
      "coherence_diagnostics": {
        "tau": 1.4877715110778809,
        "grad_tau": 0.2446446269750595,
        "torsion": 0.0,
        "alignment": -2.436368227005005,
        "S_field": 0.893009603023529,
        "Gamma_field": 0.29481080174446106,
        "S_over_Gamma": 3.0290939807891846,
        "Da": 18.442956924438477,
        "E_coh": 0.9317365288734436,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.98,
              43.38
            ],
            [
              -76.96,
              43.38
            ],
            [
              -76.94,
              43.35
            ],
            [
              -76.94,
              43.32
            ],
            [
              -76.95,
              43.31
            ],
            [
              -77.0,
              43.31
            ],
            [
              -77.01,
              43.32
            ],
            [
              -77.01,
              43.35
            ],
            [
              -76.98,
              43.38
            ]
          ]
        ]
      },
      "raw_probability": 0.1279,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "24e498010c1a905332950710ef55430f2f881fcf5d1756cd331adaf46710c6f3",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1279,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0edb19cc6b8c5ba13e8900fd89ffc3487c7f8c0f694e5e07cd2b62c7a7ac7b28"
      },
      "receipt_sha256": "0edb19cc6b8c5ba13e8900fd89ffc3487c7f8c0f694e5e07cd2b62c7a7ac7b28"
    },
    {
      "storm_id": "177703",
      "lat": 46.4012,
      "lon": -78.1672,
      "motion_east": 6.1,
      "motion_south": -1.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1439.0,
      "ebshear": 30.0,
      "srh01": 43.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.0689
        },
        {
          "name": "alignment",
          "value": -1.2889
        },
        {
          "name": "tau",
          "value": 0.5299
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1271
      },
      "coherence_score": 0.5298609733581543,
      "coherence_diagnostics": {
        "tau": 0.5298609733581543,
        "grad_tau": 0.06376263499259949,
        "torsion": 0.0,
        "alignment": -1.2889233827590942,
        "S_field": 0.132053405046463,
        "Gamma_field": 1.1081440448760986,
        "S_over_Gamma": 0.1191662847995758,
        "Da": 66.24662017822266,
        "E_coh": 0.4061318039894104,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.12,
              46.5
            ],
            [
              -78.1,
              46.5
            ],
            [
              -78.09,
              46.49
            ],
            [
              -78.05,
              46.48
            ],
            [
              -78.03,
              46.46
            ],
            [
              -78.03,
              46.43
            ],
            [
              -78.02,
              46.42
            ],
            [
              -78.04,
              46.38
            ],
            [
              -78.06,
              46.36
            ],
            [
              -78.06,
              46.34
            ],
            [
              -78.08,
              46.32
            ],
            [
              -78.08,
              46.29
            ],
            [
              -78.12,
              46.27
            ],
            [
              -78.15,
              46.29
            ],
            [
              -78.18,
              46.29
            ],
            [
              -78.21,
              46.31
            ],
            [
              -78.22,
              46.3
            ],
            [
              -78.23,
              46.31
            ],
            [
              -78.26,
              46.31
            ],
            [
              -78.28,
              46.32
            ],
            [
              -78.31,
              46.38
            ],
            [
              -78.31,
              46.41
            ],
            [
              -78.3,
              46.42
            ],
            [
              -78.31,
              46.43
            ],
            [
              -78.3,
              46.45
            ],
            [
              -78.28,
              46.47
            ],
            [
              -78.26,
              46.47
            ],
            [
              -78.25,
              46.48
            ],
            [
              -78.19,
              46.48
            ],
            [
              -78.18,
              46.49
            ],
            [
              -78.13,
              46.49
            ],
            [
              -78.12,
              46.5
            ]
          ]
        ]
      },
      "raw_probability": 0.1271,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "ec51fe86e7ebf3eef5c6f9a884d9bc36fb3c05604c009093031e7a11c5d17f1a",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1271,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1dfd7dddd2594078d337ff06e0f97d639cd607a77364c2b58c3e2b6478b08333"
      },
      "receipt_sha256": "1dfd7dddd2594078d337ff06e0f97d639cd607a77364c2b58c3e2b6478b08333"
    },
    {
      "storm_id": "177914",
      "lat": 48.0606,
      "lon": -77.8581,
      "motion_east": 4.6,
      "motion_south": 2.4,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 366.0,
      "ebshear": 28.0,
      "srh01": 78.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 78.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.4439
        },
        {
          "name": "alignment",
          "value": 1.2955
        },
        {
          "name": "tau",
          "value": 0.2935
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1263
      },
      "coherence_score": 0.2934749126434326,
      "coherence_diagnostics": {
        "tau": 0.2934749126434326,
        "grad_tau": 0.26268887519836426,
        "torsion": 0.0,
        "alignment": 1.295536756515503,
        "S_field": 0.1158609539270401,
        "Gamma_field": 0.16064412891864777,
        "S_over_Gamma": 0.7212274670600891,
        "Da": 9.725478172302246,
        "E_coh": 0.31384703516960144,
        "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": [
          [
            [
              -77.89,
              48.1
            ],
            [
              -77.86,
              48.1
            ],
            [
              -77.86,
              48.08
            ],
            [
              -77.85,
              48.07
            ],
            [
              -77.82,
              48.07
            ],
            [
              -77.8,
              48.06
            ],
            [
              -77.8,
              48.05
            ],
            [
              -77.82,
              48.03
            ],
            [
              -77.84,
              48.03
            ],
            [
              -77.85,
              48.04
            ],
            [
              -77.87,
              48.04
            ],
            [
              -77.88,
              48.03
            ],
            [
              -77.9,
              48.04
            ],
            [
              -77.91,
              48.05
            ],
            [
              -77.89,
              48.08
            ],
            [
              -77.89,
              48.1
            ]
          ]
        ]
      },
      "raw_probability": 0.1263,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "6e87ab1264b8d255fba894de9e2b3a9314fcd2bfa5ecc32734ef8b61321852e3",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1263,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "41ab33208080efb7948f25bffb5b6b9d1aa802a8a52a68695bee723f17369989"
      },
      "receipt_sha256": "41ab33208080efb7948f25bffb5b6b9d1aa802a8a52a68695bee723f17369989"
    },
    {
      "storm_id": "177705",
      "lat": 45.4224,
      "lon": -78.3576,
      "motion_east": 4.8,
      "motion_south": 0.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1011.0,
      "ebshear": 24.0,
      "srh01": 90.0,
      "maxllaz": 0.001,
      "mesh": 0.24,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 90.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.8189
        },
        {
          "name": "alignment",
          "value": -3.4858
        },
        {
          "name": "tau",
          "value": 0.6787
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1247
      },
      "coherence_score": 0.6786672472953796,
      "coherence_diagnostics": {
        "tau": 0.6786672472953796,
        "grad_tau": 0.26121535897254944,
        "torsion": 0.0,
        "alignment": -3.4858152866363525,
        "S_field": 0.3596378266811371,
        "Gamma_field": 1.0523107051849365,
        "S_over_Gamma": 0.34176012873649597,
        "Da": 67.35857391357422,
        "E_coh": 0.7974082827568054,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.41,
              45.54
            ],
            [
              -78.37,
              45.53
            ],
            [
              -78.37,
              45.5
            ],
            [
              -78.35,
              45.48
            ],
            [
              -78.33,
              45.47
            ],
            [
              -78.3,
              45.47
            ],
            [
              -78.25,
              45.43
            ],
            [
              -78.25,
              45.4
            ],
            [
              -78.24,
              45.39
            ],
            [
              -78.25,
              45.35
            ],
            [
              -78.27,
              45.31
            ],
            [
              -78.32,
              45.27
            ],
            [
              -78.39,
              45.27
            ],
            [
              -78.41,
              45.29
            ],
            [
              -78.41,
              45.33
            ],
            [
              -78.34,
              45.38
            ],
            [
              -78.35,
              45.4
            ],
            [
              -78.35,
              45.43
            ],
            [
              -78.37,
              45.46
            ],
            [
              -78.4,
              45.46
            ],
            [
              -78.43,
              45.44
            ],
            [
              -78.45,
              45.45
            ],
            [
              -78.46,
              45.47
            ],
            [
              -78.46,
              45.5
            ],
            [
              -78.41,
              45.54
            ]
          ]
        ]
      },
      "raw_probability": 0.1247,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "fa81b533d63f4b6df9bf770977ef2e376dafd4b5ed8d2f869bd3437115c6003b",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1247,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ef5ac26e67b5fc668ac0b7413015e88dc123ebf62730d70b0150b8c087e18286"
      },
      "receipt_sha256": "ef5ac26e67b5fc668ac0b7413015e88dc123ebf62730d70b0150b8c087e18286"
    },
    {
      "storm_id": "177720",
      "lat": 39.0482,
      "lon": -101.1255,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1284.0,
      "ebshear": 32.0,
      "srh01": 76.0,
      "maxllaz": 0.004,
      "mesh": 0.06,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 76.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.5689
        },
        {
          "name": "alignment",
          "value": 9.3796
        },
        {
          "name": "tau",
          "value": 0.35
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1247
      },
      "coherence_score": 0.34997427463531494,
      "coherence_diagnostics": {
        "tau": 0.34997427463531494,
        "grad_tau": 0.0356009416282177,
        "torsion": 0.0,
        "alignment": 9.37961196899414,
        "S_field": 0.09053656458854675,
        "Gamma_field": 1.4548107385635376,
        "S_over_Gamma": 0.06223253905773163,
        "Da": 85.89205932617188,
        "E_coh": 0.2058095932006836,
        "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": [
          [
            [
              -101.12,
              39.08
            ],
            [
              -101.1,
              39.08
            ],
            [
              -101.08,
              39.06
            ],
            [
              -101.08,
              39.02
            ],
            [
              -101.11,
              39.0
            ],
            [
              -101.15,
              39.0
            ],
            [
              -101.16,
              39.01
            ],
            [
              -101.17,
              39.06
            ],
            [
              -101.16,
              39.07
            ],
            [
              -101.13,
              39.07
            ],
            [
              -101.12,
              39.08
            ]
          ]
        ]
      },
      "raw_probability": 0.1247,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "fa81b533d63f4b6df9bf770977ef2e376dafd4b5ed8d2f869bd3437115c6003b",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1247,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ef5ac26e67b5fc668ac0b7413015e88dc123ebf62730d70b0150b8c087e18286"
      },
      "receipt_sha256": "ef5ac26e67b5fc668ac0b7413015e88dc123ebf62730d70b0150b8c087e18286"
    },
    {
      "storm_id": "177011",
      "lat": 44.6389,
      "lon": -77.5467,
      "motion_east": 0.0,
      "motion_south": 1.9,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1189.0,
      "ebshear": 26.0,
      "srh01": 118.0,
      "maxllaz": 0.003,
      "mesh": 0.37,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 118.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.5689
        },
        {
          "name": "alignment",
          "value": -6.9386
        },
        {
          "name": "tau",
          "value": 0.9119
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.124
      },
      "coherence_score": 0.9118585586547852,
      "coherence_diagnostics": {
        "tau": 0.9118585586547852,
        "grad_tau": 0.22101739048957825,
        "torsion": 0.0,
        "alignment": -6.938603401184082,
        "S_field": 0.20774230360984802,
        "Gamma_field": 0.7798108458518982,
        "S_over_Gamma": 0.26640090346336365,
        "Da": 51.309410095214844,
        "E_coh": 0.2602691352367401,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.58,
              44.71
            ],
            [
              -77.52,
              44.71
            ],
            [
              -77.51,
              44.7
            ],
            [
              -77.45,
              44.69
            ],
            [
              -77.43,
              44.67
            ],
            [
              -77.43,
              44.63
            ],
            [
              -77.45,
              44.61
            ],
            [
              -77.46,
              44.61
            ],
            [
              -77.48,
              44.59
            ],
            [
              -77.55,
              44.55
            ],
            [
              -77.6,
              44.56
            ],
            [
              -77.62,
              44.58
            ],
            [
              -77.63,
              44.58
            ],
            [
              -77.65,
              44.63
            ],
            [
              -77.64,
              44.64
            ],
            [
              -77.64,
              44.66
            ],
            [
              -77.62,
              44.67
            ],
            [
              -77.58,
              44.71
            ]
          ]
        ]
      },
      "raw_probability": 0.124,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "194440c707967a8e97213ed3ec31769139bc0207e8e181f790826b400a82f31e",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.124,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5317cc5b2df1c4f3ebe44e31a9ed6a59ab45c6ccd82786ea146cef1ef47e4248"
      },
      "receipt_sha256": "5317cc5b2df1c4f3ebe44e31a9ed6a59ab45c6ccd82786ea146cef1ef47e4248"
    },
    {
      "storm_id": "177757",
      "lat": 46.3888,
      "lon": -77.1737,
      "motion_east": 5.1,
      "motion_south": 0.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 745.0,
      "ebshear": 32.0,
      "srh01": 92.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 92.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.3189
        },
        {
          "name": "alignment",
          "value": -5.2137
        },
        {
          "name": "tau",
          "value": 0.6186
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1222
      },
      "coherence_score": 0.6186422109603882,
      "coherence_diagnostics": {
        "tau": 0.6186422109603882,
        "grad_tau": 0.17379236221313477,
        "torsion": 0.0,
        "alignment": -5.213700771331787,
        "S_field": 0.26214906573295593,
        "Gamma_field": 1.0614774227142334,
        "S_over_Gamma": 0.24696621298789978,
        "Da": 67.03707885742188,
        "E_coh": 0.39600181579589844,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.21,
              46.46
            ],
            [
              -77.18,
              46.46
            ],
            [
              -77.17,
              46.45
            ],
            [
              -77.17,
              46.43
            ],
            [
              -77.14,
              46.4
            ],
            [
              -77.09,
              46.38
            ],
            [
              -77.06,
              46.35
            ],
            [
              -77.06,
              46.31
            ],
            [
              -77.07,
              46.3
            ],
            [
              -77.21,
              46.3
            ],
            [
              -77.24,
              46.33
            ],
            [
              -77.24,
              46.37
            ],
            [
              -77.25,
              46.38
            ],
            [
              -77.25,
              46.4
            ],
            [
              -77.23,
              46.44
            ],
            [
              -77.21,
              46.46
            ]
          ]
        ]
      },
      "raw_probability": 0.1222,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "dcf0bcdf481df542c5bff7e7b0d79ce25244236e35319abaf01b1781de5af37c",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1222,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fcea9a9a6313c199784791736d65a0adfdfea78c5fd39b0b330f2b7654d2da15"
      },
      "receipt_sha256": "fcea9a9a6313c199784791736d65a0adfdfea78c5fd39b0b330f2b7654d2da15"
    },
    {
      "storm_id": "177637",
      "lat": 45.909,
      "lon": -78.1847,
      "motion_east": 6.0,
      "motion_south": -1.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 706.0,
      "ebshear": 28.0,
      "srh01": 59.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 59.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.0689
        },
        {
          "name": "alignment",
          "value": -1.2889
        },
        {
          "name": "tau",
          "value": 0.5299
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1192
      },
      "coherence_score": 0.5298609733581543,
      "coherence_diagnostics": {
        "tau": 0.5298609733581543,
        "grad_tau": 0.06376263499259949,
        "torsion": 0.0,
        "alignment": -1.2889233827590942,
        "S_field": 0.132053405046463,
        "Gamma_field": 1.1081440448760986,
        "S_over_Gamma": 0.1191662847995758,
        "Da": 66.24662017822266,
        "E_coh": 0.4061318039894104,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.2,
              46.05
            ],
            [
              -78.19,
              46.04
            ],
            [
              -78.14,
              46.03
            ],
            [
              -78.11,
              46.01
            ],
            [
              -78.08,
              46.01
            ],
            [
              -78.07,
              46.02
            ],
            [
              -78.04,
              46.01
            ],
            [
              -78.01,
              45.98
            ],
            [
              -78.01,
              45.94
            ],
            [
              -78.03,
              45.9
            ],
            [
              -78.06,
              45.87
            ],
            [
              -78.06,
              45.85
            ],
            [
              -78.09,
              45.81
            ],
            [
              -78.09,
              45.79
            ],
            [
              -78.1,
              45.78
            ],
            [
              -78.17,
              45.74
            ],
            [
              -78.19,
              45.75
            ],
            [
              -78.26,
              45.75
            ],
            [
              -78.27,
              45.74
            ],
            [
              -78.3,
              45.74
            ],
            [
              -78.32,
              45.75
            ],
            [
              -78.38,
              45.81
            ],
            [
              -78.39,
              45.83
            ],
            [
              -78.39,
              45.88
            ],
            [
              -78.33,
              46.0
            ],
            [
              -78.3,
              46.03
            ],
            [
              -78.28,
              46.03
            ],
            [
              -78.27,
              46.04
            ],
            [
              -78.21,
              46.04
            ],
            [
              -78.2,
              46.05
            ]
          ]
        ]
      },
      "raw_probability": 0.1192,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "74a84911399584cf8c71a0c70653932e16b6718466c6f2a30570158fa44266eb",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1192,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d70f701f9b37bee4ead754c12cfe829731e57198641ca41c23f0d42e725d0b9a"
      },
      "receipt_sha256": "d70f701f9b37bee4ead754c12cfe829731e57198641ca41c23f0d42e725d0b9a"
    },
    {
      "storm_id": "177909",
      "lat": 29.3962,
      "lon": -84.2446,
      "motion_east": 7.1,
      "motion_south": 8.1,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4365.0,
      "ebshear": 18.0,
      "srh01": 41.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.1939
        },
        {
          "name": "alignment",
          "value": 1.2807
        },
        {
          "name": "tau",
          "value": 2.2568
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1179
      },
      "coherence_score": 2.2568414211273193,
      "coherence_diagnostics": {
        "tau": 2.2568414211273193,
        "grad_tau": 0.22239674627780914,
        "torsion": 0.0,
        "alignment": 1.2807217836380005,
        "S_field": 0.8782683610916138,
        "Gamma_field": 0.30814415216445923,
        "S_over_Gamma": 2.850186586380005,
        "Da": 19.87872886657715,
        "E_coh": 0.8724268674850464,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.27,
              29.44
            ],
            [
              -84.25,
              29.44
            ],
            [
              -84.21,
              29.42
            ],
            [
              -84.22,
              29.41
            ],
            [
              -84.21,
              29.4
            ],
            [
              -84.22,
              29.39
            ],
            [
              -84.22,
              29.37
            ],
            [
              -84.21,
              29.36
            ],
            [
              -84.23,
              29.35
            ],
            [
              -84.28,
              29.35
            ],
            [
              -84.29,
              29.36
            ],
            [
              -84.3,
              29.42
            ],
            [
              -84.27,
              29.44
            ]
          ]
        ]
      },
      "raw_probability": 0.1179,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "4c5a47bdfd94a18643a24967f0b7980568f18f699a198fafdb36580ea6c55f7a",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1179,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c435d87b20c92726aa7a6424509adf0b2f0eb2754c8d2ae3c526cc99ba933c0e"
      },
      "receipt_sha256": "c435d87b20c92726aa7a6424509adf0b2f0eb2754c8d2ae3c526cc99ba933c0e"
    },
    {
      "storm_id": "177817",
      "lat": 30.5624,
      "lon": -110.6616,
      "motion_east": 3.6,
      "motion_south": -1.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1509.0,
      "ebshear": 33.0,
      "srh01": 72.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 72.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.5689
        },
        {
          "name": "alignment",
          "value": 0.4446
        },
        {
          "name": "tau",
          "value": 0.8569
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1178
      },
      "coherence_score": 0.8568534851074219,
      "coherence_diagnostics": {
        "tau": 0.8568534851074219,
        "grad_tau": 0.26644793152809143,
        "torsion": 0.0,
        "alignment": 0.44463634490966797,
        "S_field": 1.008813738822937,
        "Gamma_field": 0.873977541923523,
        "S_over_Gamma": 1.1542787551879883,
        "Da": 51.595943450927734,
        "E_coh": 0.9486325979232788,
        "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": [
          [
            [
              -110.79,
              30.69
            ],
            [
              -110.72,
              30.69
            ],
            [
              -110.73,
              30.64
            ],
            [
              -110.74,
              30.64
            ],
            [
              -110.75,
              30.62
            ],
            [
              -110.71,
              30.57
            ],
            [
              -110.69,
              30.57
            ],
            [
              -110.67,
              30.55
            ],
            [
              -110.61,
              30.55
            ],
            [
              -110.6,
              30.56
            ],
            [
              -110.56,
              30.56
            ],
            [
              -110.54,
              30.58
            ],
            [
              -110.52,
              30.58
            ],
            [
              -110.49,
              30.6
            ],
            [
              -110.45,
              30.6
            ],
            [
              -110.42,
              30.57
            ],
            [
              -110.41,
              30.57
            ],
            [
              -110.43,
              30.53
            ],
            [
              -110.47,
              30.52
            ],
            [
              -110.53,
              30.47
            ],
            [
              -110.56,
              30.47
            ],
            [
              -110.57,
              30.46
            ],
            [
              -110.62,
              30.46
            ],
            [
              -110.67,
              30.43
            ],
            [
              -110.71,
              30.43
            ],
            [
              -110.72,
              30.44
            ],
            [
              -110.72,
              30.5
            ],
            [
              -110.76,
              30.53
            ],
            [
              -110.79,
              30.54
            ],
            [
              -110.79,
              30.56
            ],
            [
              -110.8,
              30.57
            ],
            [
              -110.82,
              30.57
            ],
            [
              -110.82,
              30.58
            ],
            [
              -110.85,
              30.6
            ],
            [
              -110.85,
              30.64
            ],
            [
              -110.81,
              30.68
            ],
            [
              -110.79,
              30.69
            ]
          ]
        ]
      },
      "raw_probability": 0.1178,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "3aa711f1684f6d43b8730a0418447485d1d940c85758fd0ce68a3d43ac6681d4",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1178,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "28250af7a420da2291f38a545d38ca0c8dabf5e50fd9624bb7e8ce5a7ab8a597"
      },
      "receipt_sha256": "28250af7a420da2291f38a545d38ca0c8dabf5e50fd9624bb7e8ce5a7ab8a597"
    },
    {
      "storm_id": "177584",
      "lat": 29.0295,
      "lon": -83.984,
      "motion_east": 6.4,
      "motion_south": 8.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4823.0,
      "ebshear": 11.0,
      "srh01": 36.0,
      "maxllaz": 0.002,
      "mesh": 0.16,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.5689
        },
        {
          "name": "alignment",
          "value": 0.5344
        },
        {
          "name": "tau",
          "value": 2.0941
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1175
      },
      "coherence_score": 2.0940680503845215,
      "coherence_diagnostics": {
        "tau": 2.0940680503845215,
        "grad_tau": 0.3587428331375122,
        "torsion": 0.0,
        "alignment": 0.5343664884567261,
        "S_field": 0.8850327134132385,
        "Gamma_field": 0.29897746443748474,
        "S_over_Gamma": 2.9601986408233643,
        "Da": 19.33429527282715,
        "E_coh": 0.8996511697769165,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.1,
              29.11
            ],
            [
              -84.02,
              29.11
            ],
            [
              -83.99,
              29.08
            ],
            [
              -83.95,
              29.06
            ],
            [
              -83.89,
              29.05
            ],
            [
              -83.88,
              29.04
            ],
            [
              -83.85,
              29.04
            ],
            [
              -83.86,
              29.02
            ],
            [
              -83.86,
              28.99
            ],
            [
              -83.88,
              28.97
            ],
            [
              -83.9,
              28.97
            ],
            [
              -83.95,
              28.94
            ],
            [
              -83.97,
              28.94
            ],
            [
              -84.01,
              28.99
            ],
            [
              -84.04,
              28.99
            ],
            [
              -84.08,
              29.01
            ],
            [
              -84.11,
              29.04
            ],
            [
              -84.12,
              29.04
            ],
            [
              -84.12,
              29.09
            ],
            [
              -84.1,
              29.11
            ]
          ]
        ]
      },
      "raw_probability": 0.1175,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "019d3f05e075a1eb22f07478a296551f79434158d9a921dc4b8267005299a92f",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1175,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c5da3433d9a38deead0b133e83c7c90abd4f8504be371f5ec5ab1478d2969e75"
      },
      "receipt_sha256": "c5da3433d9a38deead0b133e83c7c90abd4f8504be371f5ec5ab1478d2969e75"
    },
    {
      "storm_id": "177612",
      "lat": 39.8905,
      "lon": -101.2868,
      "motion_east": 6.6,
      "motion_south": 1.1,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1539.0,
      "ebshear": 36.0,
      "srh01": 73.0,
      "maxllaz": 0.006,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 73.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.0689
        },
        {
          "name": "alignment",
          "value": 0.6693
        },
        {
          "name": "tau",
          "value": 0.4411
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1171
      },
      "coherence_score": 0.44109705090522766,
      "coherence_diagnostics": {
        "tau": 0.44109705090522766,
        "grad_tau": 0.03473372012376785,
        "torsion": 0.0,
        "alignment": 0.6693115830421448,
        "S_field": 0.3230794668197632,
        "Gamma_field": 0.6073107719421387,
        "S_over_Gamma": 0.5319837331771851,
        "Da": 37.83627700805664,
        "E_coh": 0.5552852153778076,
        "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": [
          [
            [
              -101.31,
              39.95
            ],
            [
              -101.27,
              39.95
            ],
            [
              -101.24,
              39.93
            ],
            [
              -101.2,
              39.93
            ],
            [
              -101.2,
              39.91
            ],
            [
              -101.17,
              39.89
            ],
            [
              -101.17,
              39.87
            ],
            [
              -101.19,
              39.86
            ],
            [
              -101.25,
              39.87
            ],
            [
              -101.28,
              39.84
            ],
            [
              -101.28,
              39.83
            ],
            [
              -101.34,
              39.83
            ],
            [
              -101.37,
              39.86
            ],
            [
              -101.39,
              39.86
            ],
            [
              -101.4,
              39.88
            ],
            [
              -101.38,
              39.88
            ],
            [
              -101.35,
              39.91
            ],
            [
              -101.35,
              39.92
            ],
            [
              -101.31,
              39.95
            ]
          ]
        ]
      },
      "raw_probability": 0.1171,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "8bdce2257701932363682072fbc98e5d17045dcc4241a69f6752fb5f9b006035",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1171,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d447d5b8e8818dd596c1158f66092d85448a749aac12707003fb43907a5285f0"
      },
      "receipt_sha256": "d447d5b8e8818dd596c1158f66092d85448a749aac12707003fb43907a5285f0"
    },
    {
      "storm_id": "177912",
      "lat": 28.2045,
      "lon": -78.9545,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3285.0,
      "ebshear": 15.0,
      "srh01": 6.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.5689
        },
        {
          "name": "alignment",
          "value": -3.0802
        },
        {
          "name": "tau",
          "value": 2.0212
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.117
      },
      "coherence_score": 2.0212433338165283,
      "coherence_diagnostics": {
        "tau": 2.0212433338165283,
        "grad_tau": 0.24402296543121338,
        "torsion": 0.0,
        "alignment": -3.0801608562469482,
        "S_field": 0.42577657103538513,
        "Gamma_field": 0.4398108124732971,
        "S_over_Gamma": 0.968090295791626,
        "Da": 28.36267852783203,
        "E_coh": 0.833716094493866,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.99,
              28.26
            ],
            [
              -78.98,
              28.22
            ],
            [
              -78.97,
              28.21
            ],
            [
              -78.95,
              28.21
            ],
            [
              -78.94,
              28.19
            ],
            [
              -78.93,
              28.19
            ],
            [
              -78.92,
              28.21
            ],
            [
              -78.92,
              28.18
            ],
            [
              -78.91,
              28.16
            ],
            [
              -79.0,
              28.16
            ],
            [
              -78.99,
              28.26
            ]
          ]
        ]
      },
      "raw_probability": 0.117,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "254250e7f33e5522fb138a8b834a17ba4ffd77c4d018672c7b7cda315888f31c",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.117,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2990f77e52088659d59a8421fe2d836c5dffc60e577cdb022aef409f51bec675"
      },
      "receipt_sha256": "2990f77e52088659d59a8421fe2d836c5dffc60e577cdb022aef409f51bec675"
    },
    {
      "storm_id": "177888",
      "lat": 48.7713,
      "lon": -121.8238,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 32.0,
      "ebshear": 11.0,
      "srh01": 93.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 93.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.1939
        },
        {
          "name": "alignment",
          "value": -1.2424
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1151
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3115480840206146,
        "torsion": 0.0,
        "alignment": -1.2423896789550781,
        "S_field": 0.19142839312553406,
        "Gamma_field": 0.16564412415027618,
        "S_over_Gamma": 1.155660629272461,
        "Da": 9.01815128326416,
        "E_coh": 0.33273079991340637,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -121.87,
              48.79
            ],
            [
              -121.86,
              48.78
            ],
            [
              -121.79,
              48.78
            ],
            [
              -121.77,
              48.8
            ],
            [
              -121.77,
              48.75
            ],
            [
              -121.79,
              48.74
            ],
            [
              -121.87,
              48.74
            ],
            [
              -121.87,
              48.79
            ]
          ]
        ]
      },
      "raw_probability": 0.1151,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "a66e088b81182da04b5bc55a3c78a92ac96dc4c730b6f70b1d9ca88c3d60ceea",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1151,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "77d58f047ff832def2b51b8be030e6f225000953a11cc279f1525cc2a313204f"
      },
      "receipt_sha256": "77d58f047ff832def2b51b8be030e6f225000953a11cc279f1525cc2a313204f"
    },
    {
      "storm_id": "177885",
      "lat": 33.5908,
      "lon": -76.4417,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1817.0,
      "ebshear": 30.0,
      "srh01": 30.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.0689
        },
        {
          "name": "alignment",
          "value": 1.2554
        },
        {
          "name": "tau",
          "value": 2.5851
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1144
      },
      "coherence_score": 2.5850725173950195,
      "coherence_diagnostics": {
        "tau": 2.5850725173950195,
        "grad_tau": 0.3778405487537384,
        "torsion": 0.0,
        "alignment": 1.255373477935791,
        "S_field": 1.1158989667892456,
        "Gamma_field": 0.33147746324539185,
        "S_over_Gamma": 3.3664398193359375,
        "Da": 21.100555419921875,
        "E_coh": 0.8740339875221252,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.45,
              33.64
            ],
            [
              -76.42,
              33.64
            ],
            [
              -76.43,
              33.63
            ],
            [
              -76.42,
              33.61
            ],
            [
              -76.43,
              33.59
            ],
            [
              -76.42,
              33.53
            ],
            [
              -76.43,
              33.52
            ],
            [
              -76.46,
              33.52
            ],
            [
              -76.47,
              33.53
            ],
            [
              -76.47,
              33.61
            ],
            [
              -76.45,
              33.63
            ],
            [
              -76.45,
              33.64
            ]
          ]
        ]
      },
      "raw_probability": 0.1144,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "f179c3dc4d5a7db2393c07b0d03b413117fc6254ef5caa807ba861b830439261",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1144,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "45ce302cb1e727d15f0be8a1fd32487428429dffe0df8b727cc67de198f9af27"
      },
      "receipt_sha256": "45ce302cb1e727d15f0be8a1fd32487428429dffe0df8b727cc67de198f9af27"
    },
    {
      "storm_id": "177838",
      "lat": 38.7291,
      "lon": -98.0618,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 853.0,
      "ebshear": 17.0,
      "srh01": 75.0,
      "maxllaz": 0.002,
      "mesh": 0.32,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 75.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.4439
        },
        {
          "name": "alignment",
          "value": -1.0953
        },
        {
          "name": "tau",
          "value": 0.3317
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1143
      },
      "coherence_score": 0.3316623866558075,
      "coherence_diagnostics": {
        "tau": 0.3316623866558075,
        "grad_tau": 0.11177010089159012,
        "torsion": 0.0,
        "alignment": -1.095291018486023,
        "S_field": 0.2556580603122711,
        "Gamma_field": 2.085644006729126,
        "S_over_Gamma": 0.1225799098610878,
        "Da": 124.65168762207031,
        "E_coh": 0.375082790851593,
        "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": [
          [
            [
              -98.08,
              38.77
            ],
            [
              -98.02,
              38.76
            ],
            [
              -98.01,
              38.74
            ],
            [
              -98.01,
              38.7
            ],
            [
              -98.02,
              38.69
            ],
            [
              -98.07,
              38.69
            ],
            [
              -98.08,
              38.68
            ],
            [
              -98.11,
              38.7
            ],
            [
              -98.11,
              38.76
            ],
            [
              -98.09,
              38.76
            ],
            [
              -98.08,
              38.77
            ]
          ]
        ]
      },
      "raw_probability": 0.1143,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "e62eef618b32b038b61e39202e925330c4b34fca0d2e1dfc91a5302298bf6834",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1143,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "953f3c8577f29ea3bb226a18acccad5c5c99208eb12ebcca2e203fada5842321"
      },
      "receipt_sha256": "953f3c8577f29ea3bb226a18acccad5c5c99208eb12ebcca2e203fada5842321"
    },
    {
      "storm_id": "177895",
      "lat": 44.4444,
      "lon": -77.7944,
      "motion_east": 0.3,
      "motion_south": 2.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1324.0,
      "ebshear": 22.0,
      "srh01": 62.0,
      "maxllaz": 0.001,
      "mesh": 0.26,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 62.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.5689
        },
        {
          "name": "alignment",
          "value": -6.9386
        },
        {
          "name": "tau",
          "value": 0.9119
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.11
      },
      "coherence_score": 0.9118585586547852,
      "coherence_diagnostics": {
        "tau": 0.9118585586547852,
        "grad_tau": 0.22101739048957825,
        "torsion": 0.0,
        "alignment": -6.938603401184082,
        "S_field": 0.20774230360984802,
        "Gamma_field": 0.7798108458518982,
        "S_over_Gamma": 0.26640090346336365,
        "Da": 51.309410095214844,
        "E_coh": 0.2602691352367401,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.81,
              44.48
            ],
            [
              -77.77,
              44.48
            ],
            [
              -77.75,
              44.46
            ],
            [
              -77.75,
              44.42
            ],
            [
              -77.77,
              44.4
            ],
            [
              -77.82,
              44.4
            ],
            [
              -77.84,
              44.42
            ],
            [
              -77.83,
              44.46
            ],
            [
              -77.81,
              44.48
            ]
          ]
        ]
      },
      "raw_probability": 0.11,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "79aa74ac51684cf24d8ae695d5afa5eb56747647ee64ab8731a51fecfe11755b",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.11,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0706fb97a57884186a1dfae20fe2120638c40edb534a6b410f776cd67304372c"
      },
      "receipt_sha256": "0706fb97a57884186a1dfae20fe2120638c40edb534a6b410f776cd67304372c"
    },
    {
      "storm_id": "177774",
      "lat": 39.525,
      "lon": -98.2613,
      "motion_east": 4.6,
      "motion_south": 2.4,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3559.0,
      "ebshear": 33.0,
      "srh01": 90.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 90.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.1939
        },
        {
          "name": "alignment",
          "value": 0.6182
        },
        {
          "name": "tau",
          "value": 0.4881
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1094
      },
      "coherence_score": 0.48808640241622925,
      "coherence_diagnostics": {
        "tau": 0.48808640241622925,
        "grad_tau": 0.11976412683725357,
        "torsion": 0.0,
        "alignment": 0.6182223558425903,
        "S_field": 0.13525500893592834,
        "Gamma_field": 0.25981080532073975,
        "S_over_Gamma": 0.5205903649330139,
        "Da": 15.229494094848633,
        "E_coh": 0.3884304463863373,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.27,
              39.56
            ],
            [
              -98.23,
              39.56
            ],
            [
              -98.23,
              39.5
            ],
            [
              -98.24,
              39.49
            ],
            [
              -98.27,
              39.49
            ],
            [
              -98.29,
              39.5
            ],
            [
              -98.29,
              39.54
            ],
            [
              -98.27,
              39.56
            ]
          ]
        ]
      },
      "raw_probability": 0.1094,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "ca5dd81eee0dfb3ec02c46454215b5a72411d83f4c03f5880fc7bcba02df1a36",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1094,
        "probability": 0.00194,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e4f69a3c20d51020bdf342120a1f33016d30052c63aefacc8c3fcb5777a2bdc0"
      },
      "receipt_sha256": "e4f69a3c20d51020bdf342120a1f33016d30052c63aefacc8c3fcb5777a2bdc0"
    },
    {
      "storm_id": "177674",
      "lat": 39.1844,
      "lon": -100.7378,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1679.0,
      "ebshear": 39.0,
      "srh01": 99.0,
      "maxllaz": 0.003,
      "mesh": 0.15,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 99.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.5689
        },
        {
          "name": "alignment",
          "value": 9.3796
        },
        {
          "name": "tau",
          "value": 0.35
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1093
      },
      "coherence_score": 0.34997427463531494,
      "coherence_diagnostics": {
        "tau": 0.34997427463531494,
        "grad_tau": 0.0356009416282177,
        "torsion": 0.0,
        "alignment": 9.37961196899414,
        "S_field": 0.09053656458854675,
        "Gamma_field": 1.4548107385635376,
        "S_over_Gamma": 0.06223253905773163,
        "Da": 85.89205932617188,
        "E_coh": 0.2058095932006836,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.75,
              39.22
            ],
            [
              -100.7,
              39.22
            ],
            [
              -100.69,
              39.21
            ],
            [
              -100.69,
              39.17
            ],
            [
              -100.73,
              39.14
            ],
            [
              -100.77,
              39.14
            ],
            [
              -100.78,
              39.15
            ],
            [
              -100.78,
              39.19
            ],
            [
              -100.75,
              39.22
            ]
          ]
        ]
      },
      "raw_probability": 0.1093,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "32178e011fb61be6638fc93281252b7ab8ee558f2e55dc9b1f89c568427edac8",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1093,
        "probability": 0.00194,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "70b723ee71e70091e8dbc300f851d92593366e0f7419979f8ed1ccd6bdadaf1d"
      },
      "receipt_sha256": "70b723ee71e70091e8dbc300f851d92593366e0f7419979f8ed1ccd6bdadaf1d"
    },
    {
      "storm_id": "177368",
      "lat": 47.4097,
      "lon": -77.2659,
      "motion_east": 1.8,
      "motion_south": -5.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 402.0,
      "ebshear": 30.0,
      "srh01": 12.0,
      "maxllaz": 0.003,
      "mesh": 0.2,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.3189
        },
        {
          "name": "alignment",
          "value": -5.2987
        },
        {
          "name": "tau",
          "value": 0.5247
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1089
      },
      "coherence_score": 0.5247207880020142,
      "coherence_diagnostics": {
        "tau": 0.5247207880020142,
        "grad_tau": 0.17872139811515808,
        "torsion": 0.0,
        "alignment": -5.298745632171631,
        "S_field": 0.238406702876091,
        "Gamma_field": 0.16564412415027618,
        "S_over_Gamma": 1.4392704963684082,
        "Da": 10.292705535888672,
        "E_coh": 0.48907652497291565,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.2,
              47.51
            ],
            [
              -77.12,
              47.51
            ],
            [
              -77.1,
              47.5
            ],
            [
              -77.08,
              47.44
            ],
            [
              -77.05,
              47.41
            ],
            [
              -77.04,
              47.41
            ],
            [
              -77.04,
              47.37
            ],
            [
              -77.08,
              47.34
            ],
            [
              -77.19,
              47.34
            ],
            [
              -77.2,
              47.35
            ],
            [
              -77.27,
              47.35
            ],
            [
              -77.3,
              47.37
            ],
            [
              -77.34,
              47.37
            ],
            [
              -77.4,
              47.31
            ],
            [
              -77.41,
              47.31
            ],
            [
              -77.46,
              47.36
            ],
            [
              -77.46,
              47.38
            ],
            [
              -77.44,
              47.42
            ],
            [
              -77.41,
              47.42
            ],
            [
              -77.4,
              47.43
            ],
            [
              -77.39,
              47.42
            ],
            [
              -77.38,
              47.43
            ],
            [
              -77.36,
              47.43
            ],
            [
              -77.34,
              47.41
            ],
            [
              -77.32,
              47.42
            ],
            [
              -77.27,
              47.42
            ],
            [
              -77.23,
              47.46
            ],
            [
              -77.23,
              47.48
            ],
            [
              -77.2,
              47.51
            ]
          ]
        ]
      },
      "raw_probability": 0.1089,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "aa6d1e2980aea44108c921ab3c5a7e077b3181fd63f61feaf8547c213be1b4a5",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1089,
        "probability": 0.00194,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1eb88c470393cb26338b213a6af9bd8f2b946b9d72f2718cfe2157a16e14604f"
      },
      "receipt_sha256": "1eb88c470393cb26338b213a6af9bd8f2b946b9d72f2718cfe2157a16e14604f"
    },
    {
      "storm_id": "177373",
      "lat": 46.5622,
      "lon": -77.1311,
      "motion_east": 3.4,
      "motion_south": -2.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 550.0,
      "ebshear": 37.0,
      "srh01": 78.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 78.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.3189
        },
        {
          "name": "alignment",
          "value": -5.2137
        },
        {
          "name": "tau",
          "value": 0.6186
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.107
      },
      "coherence_score": 0.6186422109603882,
      "coherence_diagnostics": {
        "tau": 0.6186422109603882,
        "grad_tau": 0.17379236221313477,
        "torsion": 0.0,
        "alignment": -5.213700771331787,
        "S_field": 0.26214906573295593,
        "Gamma_field": 1.0614774227142334,
        "S_over_Gamma": 0.24696621298789978,
        "Da": 67.03707885742188,
        "E_coh": 0.39600181579589844,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.15,
              46.6
            ],
            [
              -77.13,
              46.6
            ],
            [
              -77.09,
              46.58
            ],
            [
              -77.08,
              46.54
            ],
            [
              -77.1,
              46.51
            ],
            [
              -77.14,
              46.51
            ],
            [
              -77.17,
              46.54
            ],
            [
              -77.17,
              46.58
            ],
            [
              -77.15,
              46.6
            ]
          ]
        ]
      },
      "raw_probability": 0.107,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "6679694e2707bd2c520adac664f7f2528e2b717bd1720c346ef6221b2878a79b",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.107,
        "probability": 0.001428,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001429,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e291d0655628ee0701ec592e750b4cf829b30855ef5e6d4bdd554a8a3deb4bb0"
      },
      "receipt_sha256": "e291d0655628ee0701ec592e750b4cf829b30855ef5e6d4bdd554a8a3deb4bb0"
    },
    {
      "storm_id": "177580",
      "lat": 38.5665,
      "lon": -103.0553,
      "motion_east": 5.8,
      "motion_south": 0.3,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2652.0,
      "ebshear": 23.0,
      "srh01": 90.0,
      "maxllaz": 0.004,
      "mesh": 0.52,
      "flash_rate": 10.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 90.0
        },
        {
          "name": "hrrr_pwat",
          "value": 12.1939
        },
        {
          "name": "alignment",
          "value": 0.211
        },
        {
          "name": "tau",
          "value": 0.4319
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1059
      },
      "coherence_score": 0.43189430236816406,
      "coherence_diagnostics": {
        "tau": 0.43189430236816406,
        "grad_tau": 0.03364665061235428,
        "torsion": 0.0,
        "alignment": 0.21097099781036377,
        "S_field": 0.08745056390762329,
        "Gamma_field": 0.3714774549007416,
        "S_over_Gamma": 0.2354128360748291,
        "Da": 21.043996810913086,
        "E_coh": 0.14917290210723877,
        "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": [
          [
            [
              -103.04,
              38.68
            ],
            [
              -103.0,
              38.68
            ],
            [
              -102.98,
              38.66
            ],
            [
              -102.98,
              38.62
            ],
            [
              -103.0,
              38.6
            ],
            [
              -103.01,
              38.54
            ],
            [
              -103.03,
              38.52
            ],
            [
              -103.05,
              38.48
            ],
            [
              -103.06,
              38.48
            ],
            [
              -103.08,
              38.46
            ],
            [
              -103.12,
              38.46
            ],
            [
              -103.13,
              38.47
            ],
            [
              -103.13,
              38.5
            ],
            [
              -103.1,
              38.56
            ],
            [
              -103.1,
              38.61
            ],
            [
              -103.09,
              38.63
            ],
            [
              -103.04,
              38.68
            ]
          ]
        ]
      },
      "raw_probability": 0.1059,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "e6de74fb27bb0cf24a304c9e78193aeab5944e49a55d3d2f5535fed341f200b8",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1059,
        "probability": 0.001368,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001369,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a932baf0949023c2ce883d937672b578ddc1988ab3602203ea8a9ac8674838f9"
      },
      "receipt_sha256": "a932baf0949023c2ce883d937672b578ddc1988ab3602203ea8a9ac8674838f9"
    },
    {
      "storm_id": "177538",
      "lat": 29.21,
      "lon": -84.3247,
      "motion_east": 7.2,
      "motion_south": 8.3,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4731.0,
      "ebshear": 12.0,
      "srh01": 32.0,
      "maxllaz": 0.004,
      "mesh": 0.69,
      "flash_rate": 28.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.5689
        },
        {
          "name": "alignment",
          "value": 0.5344
        },
        {
          "name": "tau",
          "value": 2.0941
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1055
      },
      "coherence_score": 2.0940680503845215,
      "coherence_diagnostics": {
        "tau": 2.0940680503845215,
        "grad_tau": 0.3587428331375122,
        "torsion": 0.0,
        "alignment": 0.5343664884567261,
        "S_field": 0.8850327134132385,
        "Gamma_field": 0.29897746443748474,
        "S_over_Gamma": 2.9601986408233643,
        "Da": 19.33429527282715,
        "E_coh": 0.8996511697769165,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.4,
              29.26
            ],
            [
              -84.3,
              29.26
            ],
            [
              -84.29,
              29.25
            ],
            [
              -84.26,
              29.25
            ],
            [
              -84.22,
              29.21
            ],
            [
              -84.22,
              29.19
            ],
            [
              -84.23,
              29.17
            ],
            [
              -84.27,
              29.15
            ],
            [
              -84.32,
              29.15
            ],
            [
              -84.33,
              29.16
            ],
            [
              -84.35,
              29.16
            ],
            [
              -84.43,
              29.2
            ],
            [
              -84.43,
              29.23
            ],
            [
              -84.42,
              29.25
            ],
            [
              -84.4,
              29.26
            ]
          ]
        ]
      },
      "raw_probability": 0.1055,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "21c947ffcf70095993f73f63a2d21cd550babc4664b21c8c2b89704fed5fd5bb",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1055,
        "probability": 0.001368,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001369,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e2e8234eed59c0bad7e1571b1d9646d8738877bad922100c7508ed42aa153367"
      },
      "receipt_sha256": "e2e8234eed59c0bad7e1571b1d9646d8738877bad922100c7508ed42aa153367"
    },
    {
      "storm_id": "177815",
      "lat": 37.2633,
      "lon": -104.1548,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1186.0,
      "ebshear": 30.0,
      "srh01": 81.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 81.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.6939
        },
        {
          "name": "alignment",
          "value": -1.2762
        },
        {
          "name": "tau",
          "value": 0.3996
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1053
      },
      "coherence_score": 0.39964309334754944,
      "coherence_diagnostics": {
        "tau": 0.39964309334754944,
        "grad_tau": 0.024739183485507965,
        "torsion": 0.0,
        "alignment": -1.276205062866211,
        "S_field": 0.10829205811023712,
        "Gamma_field": 0.6606441736221313,
        "S_over_Gamma": 0.1639188826084137,
        "Da": 38.86009216308594,
        "E_coh": 0.3298059403896332,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -104.23,
              37.35
            ],
            [
              -104.18,
              37.35
            ],
            [
              -104.18,
              37.32
            ],
            [
              -104.17,
              37.31
            ],
            [
              -104.16,
              37.31
            ],
            [
              -104.13,
              37.28
            ],
            [
              -104.1,
              37.28
            ],
            [
              -104.08,
              37.24
            ],
            [
              -104.08,
              37.21
            ],
            [
              -104.1,
              37.19
            ],
            [
              -104.1,
              37.18
            ],
            [
              -104.12,
              37.18
            ],
            [
              -104.13,
              37.17
            ],
            [
              -104.15,
              37.18
            ],
            [
              -104.16,
              37.2
            ],
            [
              -104.16,
              37.25
            ],
            [
              -104.15,
              37.27
            ],
            [
              -104.19,
              37.3
            ],
            [
              -104.22,
              37.3
            ],
            [
              -104.23,
              37.31
            ],
            [
              -104.23,
              37.35
            ]
          ]
        ]
      },
      "raw_probability": 0.1053,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "cfcd063d294a640d88c67c4ae92e276e5d27cbcd092e543be985bafc8f509bb4",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1053,
        "probability": 0.001368,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001369,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ef1448c91549d6f5d8d71edf7772142afc062c8b4a59484dc944cd663de2c906"
      },
      "receipt_sha256": "ef1448c91549d6f5d8d71edf7772142afc062c8b4a59484dc944cd663de2c906"
    },
    {
      "storm_id": "177857",
      "lat": 38.3583,
      "lon": -103.0908,
      "motion_east": 5.7,
      "motion_south": 0.4,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2838.0,
      "ebshear": 33.0,
      "srh01": 74.0,
      "maxllaz": 0.007,
      "mesh": 0.24,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 74.0
        },
        {
          "name": "hrrr_pwat",
          "value": 12.1939
        },
        {
          "name": "alignment",
          "value": 0.211
        },
        {
          "name": "tau",
          "value": 0.4319
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1044
      },
      "coherence_score": 0.43189430236816406,
      "coherence_diagnostics": {
        "tau": 0.43189430236816406,
        "grad_tau": 0.03364665061235428,
        "torsion": 0.0,
        "alignment": 0.21097099781036377,
        "S_field": 0.08745056390762329,
        "Gamma_field": 0.3714774549007416,
        "S_over_Gamma": 0.2354128360748291,
        "Da": 21.043996810913086,
        "E_coh": 0.14917290210723877,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.11,
              38.41
            ],
            [
              -103.07,
              38.4
            ],
            [
              -103.06,
              38.39
            ],
            [
              -103.06,
              38.37
            ],
            [
              -103.05,
              38.36
            ],
            [
              -103.06,
              38.35
            ],
            [
              -103.07,
              38.3
            ],
            [
              -103.1,
              38.3
            ],
            [
              -103.12,
              38.32
            ],
            [
              -103.14,
              38.32
            ],
            [
              -103.14,
              38.37
            ],
            [
              -103.11,
              38.41
            ]
          ]
        ]
      },
      "raw_probability": 0.1044,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "bfb30463e1fcef5b4565ebcd5c36e7e0c1b10233ca3f91df8edbdd193a8e937f",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1044,
        "probability": 0.001368,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001369,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7ecc214cd672ae844cba13dcc425cff7b9e9c559a148f064166f2bd6ae4d06d5"
      },
      "receipt_sha256": "7ecc214cd672ae844cba13dcc425cff7b9e9c559a148f064166f2bd6ae4d06d5"
    },
    {
      "storm_id": "177465",
      "lat": 39.4278,
      "lon": -100.4144,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2089.0,
      "ebshear": 49.0,
      "srh01": 173.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 173.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.9439
        },
        {
          "name": "alignment",
          "value": 1.5407
        },
        {
          "name": "tau",
          "value": 0.4599
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1036
      },
      "coherence_score": 0.459916353225708,
      "coherence_diagnostics": {
        "tau": 0.459916353225708,
        "grad_tau": 0.055521734058856964,
        "torsion": 0.0,
        "alignment": 1.5406715869903564,
        "S_field": 0.3871697187423706,
        "Gamma_field": 0.790644109249115,
        "S_over_Gamma": 0.4896889925003052,
        "Da": 47.93924331665039,
        "E_coh": 0.7760282158851624,
        "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": [
          [
            [
              -100.43,
              39.48
            ],
            [
              -100.39,
              39.48
            ],
            [
              -100.36,
              39.45
            ],
            [
              -100.36,
              39.41
            ],
            [
              -100.4,
              39.36
            ],
            [
              -100.44,
              39.36
            ],
            [
              -100.46,
              39.38
            ],
            [
              -100.46,
              39.45
            ],
            [
              -100.43,
              39.48
            ]
          ]
        ]
      },
      "raw_probability": 0.1036,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "6d0b49b7462a02d9c04a717148ac93a508b623eeaf47f1a6356dbc6a0b12c805",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1036,
        "probability": 0.001335,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001335,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3ce30a0c04d82444d2141425ceff5668c2f3d96e21b9e2c17b85a79b33452412"
      },
      "receipt_sha256": "3ce30a0c04d82444d2141425ceff5668c2f3d96e21b9e2c17b85a79b33452412"
    },
    {
      "storm_id": "177304",
      "lat": 42.6868,
      "lon": -102.5627,
      "motion_east": 7.8,
      "motion_south": 7.9,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1284.0,
      "ebshear": 42.0,
      "srh01": 45.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.8189
        },
        {
          "name": "alignment",
          "value": 0.4473
        },
        {
          "name": "tau",
          "value": 0.4946
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1033
      },
      "coherence_score": 0.49462321400642395,
      "coherence_diagnostics": {
        "tau": 0.49462321400642395,
        "grad_tau": 0.028707250952720642,
        "torsion": 0.0,
        "alignment": 0.4472811222076416,
        "S_field": 0.09286756813526154,
        "Gamma_field": 0.2564774751663208,
        "S_over_Gamma": 0.3620885908603668,
        "Da": 14.519173622131348,
        "E_coh": 0.4064415693283081,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.51,
              42.76
            ],
            [
              -102.47,
              42.76
            ],
            [
              -102.45,
              42.75
            ],
            [
              -102.43,
              42.71
            ],
            [
              -102.48,
              42.65
            ],
            [
              -102.5,
              42.64
            ],
            [
              -102.54,
              42.64
            ],
            [
              -102.56,
              42.63
            ],
            [
              -102.57,
              42.61
            ],
            [
              -102.64,
              42.61
            ],
            [
              -102.64,
              42.62
            ],
            [
              -102.66,
              42.64
            ],
            [
              -102.67,
              42.64
            ],
            [
              -102.67,
              42.67
            ],
            [
              -102.64,
              42.67
            ],
            [
              -102.6,
              42.69
            ],
            [
              -102.59,
              42.7
            ],
            [
              -102.59,
              42.73
            ],
            [
              -102.58,
              42.73
            ],
            [
              -102.56,
              42.75
            ],
            [
              -102.52,
              42.75
            ],
            [
              -102.51,
              42.76
            ]
          ]
        ]
      },
      "raw_probability": 0.1033,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "f5c211fea5236c20959772d8c060cc76b0f93cea36d04e18d2f21d25ea6d741a",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1033,
        "probability": 0.001335,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001335,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e9bff671790a4eba018a90fe021b7e5aef0c8a51d00cc52a2213981dd2d74ef0"
      },
      "receipt_sha256": "e9bff671790a4eba018a90fe021b7e5aef0c8a51d00cc52a2213981dd2d74ef0"
    },
    {
      "storm_id": "177808",
      "lat": 42.658,
      "lon": -102.871,
      "motion_east": 5.8,
      "motion_south": 4.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2110.0,
      "ebshear": 41.0,
      "srh01": 40.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.8189
        },
        {
          "name": "alignment",
          "value": 0.4473
        },
        {
          "name": "tau",
          "value": 0.4946
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1032
      },
      "coherence_score": 0.49462321400642395,
      "coherence_diagnostics": {
        "tau": 0.49462321400642395,
        "grad_tau": 0.028707250952720642,
        "torsion": 0.0,
        "alignment": 0.4472811222076416,
        "S_field": 0.09286756813526154,
        "Gamma_field": 0.2564774751663208,
        "S_over_Gamma": 0.3620885908603668,
        "Da": 14.519173622131348,
        "E_coh": 0.4064415693283081,
        "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": [
          [
            [
              -102.83,
              42.7
            ],
            [
              -102.82,
              42.65
            ],
            [
              -102.85,
              42.64
            ],
            [
              -102.88,
              42.61
            ],
            [
              -102.92,
              42.61
            ],
            [
              -102.93,
              42.62
            ],
            [
              -102.92,
              42.67
            ],
            [
              -102.88,
              42.69
            ],
            [
              -102.85,
              42.69
            ],
            [
              -102.83,
              42.7
            ]
          ]
        ]
      },
      "raw_probability": 0.1032,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "2568ffc3a1e2fd2f000c3727171718fa63eb1cc5b78f2494681d8308bf2edf4d",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1032,
        "probability": 0.001335,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001335,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "23c35f90caed5d335db95ce7394a1bacda3cbdc51c6cfbad3051a614109d11d8"
      },
      "receipt_sha256": "23c35f90caed5d335db95ce7394a1bacda3cbdc51c6cfbad3051a614109d11d8"
    },
    {
      "storm_id": "177798",
      "lat": 39.3012,
      "lon": -100.5613,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1937.0,
      "ebshear": 43.0,
      "srh01": 140.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 140.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.5689
        },
        {
          "name": "alignment",
          "value": 9.3796
        },
        {
          "name": "tau",
          "value": 0.35
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1015
      },
      "coherence_score": 0.34997427463531494,
      "coherence_diagnostics": {
        "tau": 0.34997427463531494,
        "grad_tau": 0.0356009416282177,
        "torsion": 0.0,
        "alignment": 9.37961196899414,
        "S_field": 0.09053656458854675,
        "Gamma_field": 1.4548107385635376,
        "S_over_Gamma": 0.06223253905773163,
        "Da": 85.89205932617188,
        "E_coh": 0.2058095932006836,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.57,
              39.33
            ],
            [
              -100.53,
              39.33
            ],
            [
              -100.52,
              39.32
            ],
            [
              -100.52,
              39.3
            ],
            [
              -100.56,
              39.25
            ],
            [
              -100.61,
              39.25
            ],
            [
              -100.61,
              39.3
            ],
            [
              -100.57,
              39.33
            ]
          ]
        ]
      },
      "raw_probability": 0.1015,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "aab59c8095d7ad0ac24c2552ea76822f56570bed69b15c64b4e8bd95bb06f7c5",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1015,
        "probability": 0.001293,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001293,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0fe1268c1934e0c1ca148fa53b446edc146183c464990758843d8f50f04bd7f8"
      },
      "receipt_sha256": "0fe1268c1934e0c1ca148fa53b446edc146183c464990758843d8f50f04bd7f8"
    },
    {
      "storm_id": "177357",
      "lat": 37.6763,
      "lon": -103.8326,
      "motion_east": 3.6,
      "motion_south": -1.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2205.0,
      "ebshear": 29.0,
      "srh01": 48.0,
      "maxllaz": 0.004,
      "mesh": 0.26,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 48.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.6939
        },
        {
          "name": "alignment",
          "value": -1.2762
        },
        {
          "name": "tau",
          "value": 0.3996
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1
      },
      "coherence_score": 0.39964309334754944,
      "coherence_diagnostics": {
        "tau": 0.39964309334754944,
        "grad_tau": 0.024739183485507965,
        "torsion": 0.0,
        "alignment": -1.276205062866211,
        "S_field": 0.10829205811023712,
        "Gamma_field": 0.6606441736221313,
        "S_over_Gamma": 0.1639188826084137,
        "Da": 38.86009216308594,
        "E_coh": 0.3298059403896332,
        "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": [
          [
            [
              -103.77,
              37.79
            ],
            [
              -103.71,
              37.79
            ],
            [
              -103.7,
              37.78
            ],
            [
              -103.7,
              37.73
            ],
            [
              -103.76,
              37.68
            ],
            [
              -103.75,
              37.65
            ],
            [
              -103.76,
              37.64
            ],
            [
              -103.76,
              37.61
            ],
            [
              -103.78,
              37.59
            ],
            [
              -103.81,
              37.6
            ],
            [
              -103.81,
              37.62
            ],
            [
              -103.79,
              37.63
            ],
            [
              -103.82,
              37.65
            ],
            [
              -103.89,
              37.65
            ],
            [
              -103.91,
              37.64
            ],
            [
              -103.94,
              37.61
            ],
            [
              -103.94,
              37.6
            ],
            [
              -103.98,
              37.61
            ],
            [
              -103.98,
              37.63
            ],
            [
              -103.95,
              37.65
            ],
            [
              -103.93,
              37.65
            ],
            [
              -103.92,
              37.66
            ],
            [
              -103.91,
              37.7
            ],
            [
              -103.86,
              37.75
            ],
            [
              -103.8,
              37.78
            ],
            [
              -103.78,
              37.78
            ],
            [
              -103.77,
              37.79
            ]
          ]
        ]
      },
      "raw_probability": 0.1,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "45d2b662d9d490ae9b932759c910b26b9a874065de620f4ac0a3a23a65e40b8c",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.1,
        "probability": 0.001293,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001293,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a52a7617bd278ac7c9ea9fe1332a87ae3312df91dc8c461d1a09e4f1bfe65239"
      },
      "receipt_sha256": "a52a7617bd278ac7c9ea9fe1332a87ae3312df91dc8c461d1a09e4f1bfe65239"
    },
    {
      "storm_id": "177007",
      "lat": 45.3029,
      "lon": -76.7325,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1510.0,
      "ebshear": 21.0,
      "srh01": 4.0,
      "maxllaz": 0.005,
      "mesh": 0.45,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.1939
        },
        {
          "name": "alignment",
          "value": -2.5255
        },
        {
          "name": "tau",
          "value": 1.0101
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0991
      },
      "coherence_score": 1.010141134262085,
      "coherence_diagnostics": {
        "tau": 1.010141134262085,
        "grad_tau": 0.17736321687698364,
        "torsion": 0.0,
        "alignment": -2.525510311126709,
        "S_field": 0.611667275428772,
        "Gamma_field": 0.30564412474632263,
        "S_over_Gamma": 2.0012400150299072,
        "Da": 20.133638381958008,
        "E_coh": 0.6476938128471375,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.81,
              45.47
            ],
            [
              -76.77,
              45.47
            ],
            [
              -76.76,
              45.46
            ],
            [
              -76.74,
              45.46
            ],
            [
              -76.67,
              45.4
            ],
            [
              -76.67,
              45.32
            ],
            [
              -76.65,
              45.28
            ],
            [
              -76.6,
              45.23
            ],
            [
              -76.6,
              45.18
            ],
            [
              -76.61,
              45.17
            ],
            [
              -76.63,
              45.17
            ],
            [
              -76.64,
              45.16
            ],
            [
              -76.7,
              45.16
            ],
            [
              -76.73,
              45.18
            ],
            [
              -76.74,
              45.2
            ],
            [
              -76.74,
              45.26
            ],
            [
              -76.76,
              45.28
            ],
            [
              -76.8,
              45.28
            ],
            [
              -76.81,
              45.27
            ],
            [
              -76.83,
              45.28
            ],
            [
              -76.83,
              45.33
            ],
            [
              -76.84,
              45.34
            ],
            [
              -76.84,
              45.45
            ],
            [
              -76.81,
              45.47
            ]
          ]
        ]
      },
      "raw_probability": 0.0991,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "98bdb1c255b8ae6afc1bb3d12854dd6a05ba3f6882a47e82472c104c698b5ca1",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0991,
        "probability": 0.001293,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001293,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dda565e4aa0ac705aa297afa06611e8a4bd640265b7e463983c013f43dca25ac"
      },
      "receipt_sha256": "dda565e4aa0ac705aa297afa06611e8a4bd640265b7e463983c013f43dca25ac"
    },
    {
      "storm_id": "177762",
      "lat": 44.7987,
      "lon": -80.1527,
      "motion_east": 6.8,
      "motion_south": 2.7,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1119.0,
      "ebshear": 17.0,
      "srh01": 53.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.8189
        },
        {
          "name": "alignment",
          "value": 5.0457
        },
        {
          "name": "tau",
          "value": 0.9074
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0987
      },
      "coherence_score": 0.9074001312255859,
      "coherence_diagnostics": {
        "tau": 0.9074001312255859,
        "grad_tau": 0.016766509041190147,
        "torsion": 0.0,
        "alignment": 5.045716762542725,
        "S_field": 0.3326736092567444,
        "Gamma_field": 0.2199999988079071,
        "S_over_Gamma": 1.5121527910232544,
        "Da": 12.639655113220215,
        "E_coh": 0.876861035823822,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.17,
              44.87
            ],
            [
              -80.13,
              44.87
            ],
            [
              -80.1,
              44.83
            ],
            [
              -80.1,
              44.78
            ],
            [
              -80.11,
              44.77
            ],
            [
              -80.11,
              44.75
            ],
            [
              -80.12,
              44.74
            ],
            [
              -80.15,
              44.74
            ],
            [
              -80.16,
              44.73
            ],
            [
              -80.19,
              44.76
            ],
            [
              -80.19,
              44.78
            ],
            [
              -80.2,
              44.79
            ],
            [
              -80.2,
              44.84
            ],
            [
              -80.19,
              44.86
            ],
            [
              -80.17,
              44.87
            ]
          ]
        ]
      },
      "raw_probability": 0.0987,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "5842969ff04fa83161f2b12605afe5384131923f7bb88d58e6f7238917041751",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0987,
        "probability": 0.001293,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001293,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d8ffc7ba938da314763afaf679f667a374f1ac2d0350024dab590fabee07c3e3"
      },
      "receipt_sha256": "d8ffc7ba938da314763afaf679f667a374f1ac2d0350024dab590fabee07c3e3"
    },
    {
      "storm_id": "177362",
      "lat": 48.6994,
      "lon": -76.8322,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 200.0,
      "ebshear": 13.0,
      "srh01": 91.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 91.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.3189
        },
        {
          "name": "alignment",
          "value": -2.6465
        },
        {
          "name": "tau",
          "value": 0.3049
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0982
      },
      "coherence_score": 0.3049415946006775,
      "coherence_diagnostics": {
        "tau": 0.3049415946006775,
        "grad_tau": 0.27369752526283264,
        "torsion": 0.0,
        "alignment": -2.6464781761169434,
        "S_field": 0.12945476174354553,
        "Gamma_field": 0.16064412891864777,
        "S_over_Gamma": 0.8058480620384216,
        "Da": 9.854158401489258,
        "E_coh": 0.44717997312545776,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.9,
              48.78
            ],
            [
              -76.88,
              48.78
            ],
            [
              -76.86,
              48.76
            ],
            [
              -76.83,
              48.75
            ],
            [
              -76.8,
              48.71
            ],
            [
              -76.79,
              48.71
            ],
            [
              -76.75,
              48.68
            ],
            [
              -76.75,
              48.64
            ],
            [
              -76.74,
              48.63
            ],
            [
              -76.76,
              48.61
            ],
            [
              -76.8,
              48.61
            ],
            [
              -76.8,
              48.62
            ],
            [
              -76.85,
              48.67
            ],
            [
              -76.86,
              48.67
            ],
            [
              -76.89,
              48.71
            ],
            [
              -76.91,
              48.72
            ],
            [
              -76.91,
              48.76
            ],
            [
              -76.9,
              48.78
            ]
          ]
        ]
      },
      "raw_probability": 0.0982,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "b1b6776a0dc63bd38056e56a88c19b27a594c65da6217ac3718197424b76b415",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0982,
        "probability": 0.001293,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001293,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3dd0070a66da718365c1620a1c41751cc6fa44d77db0d7cf0fdd3e7babc17977"
      },
      "receipt_sha256": "3dd0070a66da718365c1620a1c41751cc6fa44d77db0d7cf0fdd3e7babc17977"
    },
    {
      "storm_id": "177760",
      "lat": 45.5965,
      "lon": -77.0506,
      "motion_east": 2.9,
      "motion_south": 0.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1528.0,
      "ebshear": 20.0,
      "srh01": 10.0,
      "maxllaz": 0.004,
      "mesh": 0.33,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.1939
        },
        {
          "name": "alignment",
          "value": -2.5255
        },
        {
          "name": "tau",
          "value": 1.0101
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0973
      },
      "coherence_score": 1.010141134262085,
      "coherence_diagnostics": {
        "tau": 1.010141134262085,
        "grad_tau": 0.17736321687698364,
        "torsion": 0.0,
        "alignment": -2.525510311126709,
        "S_field": 0.611667275428772,
        "Gamma_field": 0.30564412474632263,
        "S_over_Gamma": 2.0012400150299072,
        "Da": 20.133638381958008,
        "E_coh": 0.6476938128471375,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.12,
              45.69
            ],
            [
              -77.07,
              45.69
            ],
            [
              -77.03,
              45.66
            ],
            [
              -77.02,
              45.66
            ],
            [
              -76.99,
              45.63
            ],
            [
              -76.99,
              45.62
            ],
            [
              -76.96,
              45.58
            ],
            [
              -76.96,
              45.53
            ],
            [
              -76.99,
              45.5
            ],
            [
              -77.01,
              45.46
            ],
            [
              -77.04,
              45.47
            ],
            [
              -77.09,
              45.51
            ],
            [
              -77.09,
              45.57
            ],
            [
              -77.1,
              45.59
            ],
            [
              -77.14,
              45.62
            ],
            [
              -77.14,
              45.67
            ],
            [
              -77.12,
              45.69
            ]
          ]
        ]
      },
      "raw_probability": 0.0973,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "80fa817cc6042e0b38cd2d8b1f684c48e3b236e22c0091bfed374b24313425f1",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0973,
        "probability": 0.001291,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001291,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0dd9658c98520ff2a4142cced148e782418cce4fc024ea97def0ee1fc412f9de"
      },
      "receipt_sha256": "0dd9658c98520ff2a4142cced148e782418cce4fc024ea97def0ee1fc412f9de"
    },
    {
      "storm_id": "176482",
      "lat": 28.65,
      "lon": -82.7113,
      "motion_east": 3.8,
      "motion_south": -1.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3462.0,
      "ebshear": 14.0,
      "srh01": 69.0,
      "maxllaz": 0.004,
      "mesh": 0.41,
      "flash_rate": 25.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 69.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.1939
        },
        {
          "name": "alignment",
          "value": 0.8781
        },
        {
          "name": "tau",
          "value": 1.775
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.097
      },
      "coherence_score": 1.7749648094177246,
      "coherence_diagnostics": {
        "tau": 1.7749648094177246,
        "grad_tau": 0.20101632177829742,
        "torsion": 0.0,
        "alignment": 0.8781236410140991,
        "S_field": 0.31506916880607605,
        "Gamma_field": 0.5198107957839966,
        "S_over_Gamma": 0.6061227917671204,
        "Da": 34.215675354003906,
        "E_coh": 0.7193555235862732,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.7,
              28.73
            ],
            [
              -82.69,
              28.71
            ],
            [
              -82.65,
              28.68
            ],
            [
              -82.63,
              28.64
            ],
            [
              -82.63,
              28.62
            ],
            [
              -82.69,
              28.55
            ],
            [
              -82.74,
              28.55
            ],
            [
              -82.76,
              28.57
            ],
            [
              -82.76,
              28.61
            ],
            [
              -82.74,
              28.63
            ],
            [
              -82.75,
              28.65
            ],
            [
              -82.75,
              28.68
            ],
            [
              -82.74,
              28.69
            ],
            [
              -82.74,
              28.71
            ],
            [
              -82.7,
              28.73
            ]
          ]
        ]
      },
      "raw_probability": 0.097,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "4f5c53ad6fbd65a01724d0626d167bf31f7cde792ff746ce6b81c155976332ee",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.097,
        "probability": 0.001291,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001291,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a56b8fbd16dbf98bc9e4d895fe0630182cac215ea3a4538f8be01c88812e9f00"
      },
      "receipt_sha256": "a56b8fbd16dbf98bc9e4d895fe0630182cac215ea3a4538f8be01c88812e9f00"
    },
    {
      "storm_id": "177853",
      "lat": 39.9389,
      "lon": -100.3433,
      "motion_east": 4.0,
      "motion_south": 2.9,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1939.0,
      "ebshear": 47.0,
      "srh01": 100.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 100.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.9439
        },
        {
          "name": "alignment",
          "value": 1.5407
        },
        {
          "name": "tau",
          "value": 0.4599
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0967
      },
      "coherence_score": 0.459916353225708,
      "coherence_diagnostics": {
        "tau": 0.459916353225708,
        "grad_tau": 0.055521734058856964,
        "torsion": 0.0,
        "alignment": 1.5406715869903564,
        "S_field": 0.3871697187423706,
        "Gamma_field": 0.790644109249115,
        "S_over_Gamma": 0.4896889925003052,
        "Da": 47.93924331665039,
        "E_coh": 0.7760282158851624,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.36,
              39.97
            ],
            [
              -100.33,
              39.97
            ],
            [
              -100.31,
              39.96
            ],
            [
              -100.31,
              39.91
            ],
            [
              -100.32,
              39.9
            ],
            [
              -100.36,
              39.9
            ],
            [
              -100.37,
              39.91
            ],
            [
              -100.37,
              39.96
            ],
            [
              -100.36,
              39.97
            ]
          ]
        ]
      },
      "raw_probability": 0.0967,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "a86ea96a14c0cf26c4aa570ad2e2a7596669f20d9c73313607a478786e02e850",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0967,
        "probability": 0.001291,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001291,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0c7f6aa6ff5eede21d2ea793ab7efd413f87d1c7ec5d92f4099e00e2abf6d19a"
      },
      "receipt_sha256": "0c7f6aa6ff5eede21d2ea793ab7efd413f87d1c7ec5d92f4099e00e2abf6d19a"
    },
    {
      "storm_id": "177928",
      "lat": 39.5917,
      "lon": -100.3608,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2286.0,
      "ebshear": 48.0,
      "srh01": 101.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 101.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.9439
        },
        {
          "name": "alignment",
          "value": 1.5407
        },
        {
          "name": "tau",
          "value": 0.4599
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0967
      },
      "coherence_score": 0.459916353225708,
      "coherence_diagnostics": {
        "tau": 0.459916353225708,
        "grad_tau": 0.055521734058856964,
        "torsion": 0.0,
        "alignment": 1.5406715869903564,
        "S_field": 0.3871697187423706,
        "Gamma_field": 0.790644109249115,
        "S_over_Gamma": 0.4896889925003052,
        "Da": 47.93924331665039,
        "E_coh": 0.7760282158851624,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.35,
              39.63
            ],
            [
              -100.33,
              39.63
            ],
            [
              -100.33,
              39.58
            ],
            [
              -100.34,
              39.56
            ],
            [
              -100.36,
              39.55
            ],
            [
              -100.37,
              39.57
            ],
            [
              -100.4,
              39.57
            ],
            [
              -100.4,
              39.58
            ],
            [
              -100.38,
              39.58
            ],
            [
              -100.36,
              39.6
            ],
            [
              -100.36,
              39.62
            ],
            [
              -100.35,
              39.63
            ]
          ]
        ]
      },
      "raw_probability": 0.0967,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "a86ea96a14c0cf26c4aa570ad2e2a7596669f20d9c73313607a478786e02e850",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0967,
        "probability": 0.001291,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001291,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0c7f6aa6ff5eede21d2ea793ab7efd413f87d1c7ec5d92f4099e00e2abf6d19a"
      },
      "receipt_sha256": "0c7f6aa6ff5eede21d2ea793ab7efd413f87d1c7ec5d92f4099e00e2abf6d19a"
    },
    {
      "storm_id": "177902",
      "lat": 41.9081,
      "lon": -98.3012,
      "motion_east": 4.2,
      "motion_south": 1.2,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1864.0,
      "ebshear": 47.0,
      "srh01": 68.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 68.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.9439
        },
        {
          "name": "alignment",
          "value": -4.6083
        },
        {
          "name": "tau",
          "value": 0.4621
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0946
      },
      "coherence_score": 0.46210068464279175,
      "coherence_diagnostics": {
        "tau": 0.46210068464279175,
        "grad_tau": 0.06728873401880264,
        "torsion": 0.0,
        "alignment": -4.608316898345947,
        "S_field": 0.30939677357673645,
        "Gamma_field": 1.862310767173767,
        "S_over_Gamma": 0.16613595187664032,
        "Da": 117.09613037109375,
        "E_coh": 0.24425095319747925,
        "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": [
          [
            [
              -98.32,
              41.96
            ],
            [
              -98.28,
              41.96
            ],
            [
              -98.27,
              41.95
            ],
            [
              -98.25,
              41.95
            ],
            [
              -98.23,
              41.93
            ],
            [
              -98.23,
              41.83
            ],
            [
              -98.26,
              41.83
            ],
            [
              -98.28,
              41.85
            ],
            [
              -98.3,
              41.85
            ],
            [
              -98.3,
              41.86
            ],
            [
              -98.33,
              41.88
            ],
            [
              -98.38,
              41.88
            ],
            [
              -98.38,
              41.94
            ],
            [
              -98.36,
              41.95
            ],
            [
              -98.33,
              41.95
            ],
            [
              -98.32,
              41.96
            ]
          ]
        ]
      },
      "raw_probability": 0.0946,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "499f2807cee72b11959f1e96e16b414bba110d2470482edf0e5663b91e9952c2",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0946,
        "probability": 0.001291,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001291,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "24855054054fbfe91c44f5c4260ee540fa4cbe8db6313d99b73c01fe7c63c545"
      },
      "receipt_sha256": "24855054054fbfe91c44f5c4260ee540fa4cbe8db6313d99b73c01fe7c63c545"
    },
    {
      "storm_id": "177859",
      "lat": 38.0995,
      "lon": -104.0365,
      "motion_east": 3.2,
      "motion_south": -2.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2475.0,
      "ebshear": 33.0,
      "srh01": 91.0,
      "maxllaz": 0.011,
      "mesh": 0.5,
      "flash_rate": 15.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 91.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.8189
        },
        {
          "name": "alignment",
          "value": -1.6014
        },
        {
          "name": "tau",
          "value": 0.42
        },
        {
          "name": "maxllaz",
          "value": 0.011
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0936
      },
      "coherence_score": 0.42000460624694824,
      "coherence_diagnostics": {
        "tau": 0.42000460624694824,
        "grad_tau": 0.026117000728845596,
        "torsion": 0.0,
        "alignment": -1.6014363765716553,
        "S_field": 0.08586648106575012,
        "Gamma_field": 0.3931441605091095,
        "S_over_Gamma": 0.21840965747833252,
        "Da": 23.835250854492188,
        "E_coh": 0.3078414797782898,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -104.12,
              38.17
            ],
            [
              -104.05,
              38.16
            ],
            [
              -104.01,
              38.14
            ],
            [
              -103.94,
              38.14
            ],
            [
              -103.92,
              38.15
            ],
            [
              -103.88,
              38.13
            ],
            [
              -103.85,
              38.1
            ],
            [
              -103.87,
              38.06
            ],
            [
              -103.9,
              38.04
            ],
            [
              -103.96,
              38.04
            ],
            [
              -104.01,
              38.08
            ],
            [
              -104.09,
              38.08
            ],
            [
              -104.11,
              38.07
            ],
            [
              -104.14,
              38.03
            ],
            [
              -104.16,
              38.03
            ],
            [
              -104.17,
              38.04
            ],
            [
              -104.17,
              38.08
            ],
            [
              -104.13,
              38.12
            ],
            [
              -104.13,
              38.16
            ],
            [
              -104.12,
              38.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0936,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "ddfc855f269df37340e17dffb53c8147fc01d4a54bc46f7f597f04a94d27e0aa",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0936,
        "probability": 0.001291,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001291,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8023605892971d1facd2316573ef821df87d44b2480e04a7d53ea77b9f3e149b"
      },
      "receipt_sha256": "8023605892971d1facd2316573ef821df87d44b2480e04a7d53ea77b9f3e149b"
    },
    {
      "storm_id": "177614",
      "lat": 39.713,
      "lon": -100.303,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2107.0,
      "ebshear": 49.0,
      "srh01": 66.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 66.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.9439
        },
        {
          "name": "alignment",
          "value": 1.5407
        },
        {
          "name": "tau",
          "value": 0.4599
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0917
      },
      "coherence_score": 0.459916353225708,
      "coherence_diagnostics": {
        "tau": 0.459916353225708,
        "grad_tau": 0.055521734058856964,
        "torsion": 0.0,
        "alignment": 1.5406715869903564,
        "S_field": 0.3871697187423706,
        "Gamma_field": 0.790644109249115,
        "S_over_Gamma": 0.4896889925003052,
        "Da": 47.93924331665039,
        "E_coh": 0.7760282158851624,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.29,
              39.76
            ],
            [
              -100.25,
              39.75
            ],
            [
              -100.25,
              39.7
            ],
            [
              -100.28,
              39.66
            ],
            [
              -100.33,
              39.66
            ],
            [
              -100.34,
              39.67
            ],
            [
              -100.34,
              39.71
            ],
            [
              -100.33,
              39.72
            ],
            [
              -100.33,
              39.74
            ],
            [
              -100.29,
              39.76
            ]
          ]
        ]
      },
      "raw_probability": 0.0917,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "2d5ca5a9910da08fa54560f38b011534e1bcdc2aac6c90ad9efd0e2551132651",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0917,
        "probability": 0.001291,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001291,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4743ab499dfbd519cb950167961da8e8325ffbfab2d5afe148f7d7ccfe7a48d3"
      },
      "receipt_sha256": "4743ab499dfbd519cb950167961da8e8325ffbfab2d5afe148f7d7ccfe7a48d3"
    },
    {
      "storm_id": "177773",
      "lat": 39.5076,
      "lon": -102.0324,
      "motion_east": 7.1,
      "motion_south": 1.1,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1022.0,
      "ebshear": 27.0,
      "srh01": 38.0,
      "maxllaz": 0.004,
      "mesh": 0.07,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.3189
        },
        {
          "name": "alignment",
          "value": -0.7341
        },
        {
          "name": "tau",
          "value": 0.4628
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.089
      },
      "coherence_score": 0.4628180265426636,
      "coherence_diagnostics": {
        "tau": 0.4628180265426636,
        "grad_tau": 0.012067100033164024,
        "torsion": 0.0,
        "alignment": -0.734112024307251,
        "S_field": 0.19441285729408264,
        "Gamma_field": 0.36647748947143555,
        "S_over_Gamma": 0.5304905772209167,
        "Da": 21.832618713378906,
        "E_coh": 0.40343448519706726,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.05,
              39.65
            ],
            [
              -102.0,
              39.65
            ],
            [
              -101.97,
              39.63
            ],
            [
              -101.97,
              39.61
            ],
            [
              -101.95,
              39.57
            ],
            [
              -101.95,
              39.51
            ],
            [
              -101.94,
              39.5
            ],
            [
              -101.98,
              39.46
            ],
            [
              -102.0,
              39.45
            ],
            [
              -102.0,
              39.43
            ],
            [
              -102.04,
              39.4
            ],
            [
              -102.05,
              39.37
            ],
            [
              -102.1,
              39.37
            ],
            [
              -102.11,
              39.38
            ],
            [
              -102.11,
              39.41
            ],
            [
              -102.08,
              39.45
            ],
            [
              -102.09,
              39.46
            ],
            [
              -102.09,
              39.53
            ],
            [
              -102.07,
              39.55
            ],
            [
              -102.08,
              39.63
            ],
            [
              -102.05,
              39.65
            ]
          ]
        ]
      },
      "raw_probability": 0.089,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "3bdab7bd181522d57059592f797a68e049a938cf92d328119e711149eba2be29",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.089,
        "probability": 0.001291,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001291,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "486253b19c90849f644494d4591af63db8cf4d8cee4894c481066d2e3156d5c4"
      },
      "receipt_sha256": "486253b19c90849f644494d4591af63db8cf4d8cee4894c481066d2e3156d5c4"
    },
    {
      "storm_id": "177778",
      "lat": 31.2377,
      "lon": -109.7062,
      "motion_east": 2.2,
      "motion_south": -1.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1204.0,
      "ebshear": 52.0,
      "srh01": 124.0,
      "maxllaz": 0.004,
      "mesh": 0.21,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 124.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.0689
        },
        {
          "name": "alignment",
          "value": 4.1593
        },
        {
          "name": "tau",
          "value": 0.7718
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0877
      },
      "coherence_score": 0.7718381285667419,
      "coherence_diagnostics": {
        "tau": 0.7718381285667419,
        "grad_tau": 0.10494644939899445,
        "torsion": 0.0,
        "alignment": 4.1592936515808105,
        "S_field": 0.29632678627967834,
        "Gamma_field": 0.7773107886314392,
        "S_over_Gamma": 0.3812204599380493,
        "Da": 45.991493225097656,
        "E_coh": 0.9063456058502197,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.71,
              31.29
            ],
            [
              -109.66,
              31.29
            ],
            [
              -109.65,
              31.28
            ],
            [
              -109.65,
              31.25
            ],
            [
              -109.68,
              31.21
            ],
            [
              -109.68,
              31.2
            ],
            [
              -109.7,
              31.19
            ],
            [
              -109.73,
              31.19
            ],
            [
              -109.75,
              31.2
            ],
            [
              -109.76,
              31.22
            ],
            [
              -109.75,
              31.23
            ],
            [
              -109.75,
              31.25
            ],
            [
              -109.71,
              31.29
            ]
          ]
        ]
      },
      "raw_probability": 0.0877,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "08eb283d3139259edf6c8869c774006b7cb80d5df45e928f69379a3fbeef751d",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0877,
        "probability": 0.001291,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001291,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "54c17f8cbdae0f63b74fe36bab0136687578c16fdeb51b6a47ad8273e088f669"
      },
      "receipt_sha256": "54c17f8cbdae0f63b74fe36bab0136687578c16fdeb51b6a47ad8273e088f669"
    },
    {
      "storm_id": "177858",
      "lat": 38.2633,
      "lon": -104.2447,
      "motion_east": 3.8,
      "motion_south": -1.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2222.0,
      "ebshear": 32.0,
      "srh01": 37.0,
      "maxllaz": 0.008,
      "mesh": 0.45,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.8189
        },
        {
          "name": "alignment",
          "value": -1.6014
        },
        {
          "name": "tau",
          "value": 0.42
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0868
      },
      "coherence_score": 0.42000460624694824,
      "coherence_diagnostics": {
        "tau": 0.42000460624694824,
        "grad_tau": 0.026117000728845596,
        "torsion": 0.0,
        "alignment": -1.6014363765716553,
        "S_field": 0.08586648106575012,
        "Gamma_field": 0.3931441605091095,
        "S_over_Gamma": 0.21840965747833252,
        "Da": 23.835250854492188,
        "E_coh": 0.3078414797782898,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -104.25,
              38.37
            ],
            [
              -104.21,
              38.37
            ],
            [
              -104.19,
              38.35
            ],
            [
              -104.19,
              38.29
            ],
            [
              -104.2,
              38.28
            ],
            [
              -104.19,
              38.2
            ],
            [
              -104.22,
              38.16
            ],
            [
              -104.27,
              38.16
            ],
            [
              -104.28,
              38.17
            ],
            [
              -104.28,
              38.2
            ],
            [
              -104.29,
              38.21
            ],
            [
              -104.29,
              38.24
            ],
            [
              -104.28,
              38.25
            ],
            [
              -104.28,
              38.33
            ],
            [
              -104.25,
              38.37
            ]
          ]
        ]
      },
      "raw_probability": 0.0868,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "34de7923328bbd9ad9a0da74d400379dce02e40fd327bc97a47ed7626ef54392",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0868,
        "probability": 0.001291,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001291,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f57abdca641ab0b29401afd2009ee2bda80b733751a0abc28938efc73cba4604"
      },
      "receipt_sha256": "f57abdca641ab0b29401afd2009ee2bda80b733751a0abc28938efc73cba4604"
    },
    {
      "storm_id": "177681",
      "lat": 36.5688,
      "lon": -102.3162,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 276.0,
      "ebshear": 15.0,
      "srh01": 83.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 83.0
        },
        {
          "name": "hrrr_pwat",
          "value": 16.4439
        },
        {
          "name": "alignment",
          "value": -3.6535
        },
        {
          "name": "tau",
          "value": 0.3818
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.086
      },
      "coherence_score": 0.3817681074142456,
      "coherence_diagnostics": {
        "tau": 0.3817681074142456,
        "grad_tau": 0.0606427825987339,
        "torsion": 0.0,
        "alignment": -3.653510808944702,
        "S_field": 0.06134529039263725,
        "Gamma_field": 0.4156441390514374,
        "S_over_Gamma": 0.14759089052677155,
        "Da": 25.625118255615234,
        "E_coh": 0.4652773439884186,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.33,
              36.6
            ],
            [
              -102.31,
              36.6
            ],
            [
              -102.28,
              36.56
            ],
            [
              -102.28,
              36.55
            ],
            [
              -102.3,
              36.53
            ],
            [
              -102.35,
              36.53
            ],
            [
              -102.35,
              36.58
            ],
            [
              -102.33,
              36.6
            ]
          ]
        ]
      },
      "raw_probability": 0.086,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "3d77a162610d00c9193bb42b029ca8cf4147242f67a49bca4918445b708f895f",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.086,
        "probability": 0.00129,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.001291,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0c8e4bd183c7ed3f0538fa250aa8888b3d06864e1157bd85036d7a81e79202f6"
      },
      "receipt_sha256": "0c8e4bd183c7ed3f0538fa250aa8888b3d06864e1157bd85036d7a81e79202f6"
    },
    {
      "storm_id": "177937",
      "lat": 29.0987,
      "lon": -84.4788,
      "motion_east": 7.1,
      "motion_south": 8.1,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4621.0,
      "ebshear": 8.0,
      "srh01": 28.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.5689
        },
        {
          "name": "alignment",
          "value": 0.5344
        },
        {
          "name": "tau",
          "value": 2.0941
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0858
      },
      "coherence_score": 2.0940680503845215,
      "coherence_diagnostics": {
        "tau": 2.0940680503845215,
        "grad_tau": 0.3587428331375122,
        "torsion": 0.0,
        "alignment": 0.5343664884567261,
        "S_field": 0.8850327134132385,
        "Gamma_field": 0.29897746443748474,
        "S_over_Gamma": 2.9601986408233643,
        "Da": 19.33429527282715,
        "E_coh": 0.8996511697769165,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.48,
              29.13
            ],
            [
              -84.45,
              29.12
            ],
            [
              -84.43,
              29.1
            ],
            [
              -84.44,
              29.1
            ],
            [
              -84.49,
              29.05
            ],
            [
              -84.53,
              29.06
            ],
            [
              -84.53,
              29.1
            ],
            [
              -84.48,
              29.13
            ]
          ]
        ]
      },
      "raw_probability": 0.0858,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "d8b611d1893267e07f99319d65a48da9cfd0bbcad44ba4d8cd8f7968194e731b",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0858,
        "probability": 0.00129,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.001291,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b77b348d9f2eec2e01aa5eea1f2fa381038275cc3dabe984ecc8ba44f8452aa1"
      },
      "receipt_sha256": "b77b348d9f2eec2e01aa5eea1f2fa381038275cc3dabe984ecc8ba44f8452aa1"
    },
    {
      "storm_id": "177897",
      "lat": 44.1367,
      "lon": -100.0017,
      "motion_east": 11.0,
      "motion_south": 5.1,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 109.0,
      "ebshear": 30.0,
      "srh01": 3.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.0689
        },
        {
          "name": "alignment",
          "value": 6.6527
        },
        {
          "name": "tau",
          "value": 0.5652
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0843
      },
      "coherence_score": 0.5652363300323486,
      "coherence_diagnostics": {
        "tau": 0.5652363300323486,
        "grad_tau": 0.09674274176359177,
        "torsion": 0.0,
        "alignment": 6.652688026428223,
        "S_field": 0.3775383234024048,
        "Gamma_field": 0.3531441390514374,
        "S_over_Gamma": 1.0690771341323853,
        "Da": 22.46877670288086,
        "E_coh": 0.6122292876243591,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.02,
              44.21
            ],
            [
              -99.98,
              44.21
            ],
            [
              -99.94,
              44.17
            ],
            [
              -99.89,
              44.15
            ],
            [
              -99.87,
              44.13
            ],
            [
              -99.88,
              44.11
            ],
            [
              -99.88,
              44.08
            ],
            [
              -99.9,
              44.06
            ],
            [
              -99.97,
              44.06
            ],
            [
              -99.98,
              44.07
            ],
            [
              -100.06,
              44.09
            ],
            [
              -100.09,
              44.11
            ],
            [
              -100.11,
              44.11
            ],
            [
              -100.13,
              44.13
            ],
            [
              -100.13,
              44.18
            ],
            [
              -100.12,
              44.19
            ],
            [
              -100.06,
              44.19
            ],
            [
              -100.02,
              44.21
            ]
          ]
        ]
      },
      "raw_probability": 0.0843,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "05534e22c62452c6489d61c87230825229d767b633aaa7fedd46fe79804e8dbf",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0843,
        "probability": 0.00109,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1fccc01637d186a448fbf45ea50439b83e874770e038f3de07c8b2b3ae13b077"
      },
      "receipt_sha256": "1fccc01637d186a448fbf45ea50439b83e874770e038f3de07c8b2b3ae13b077"
    },
    {
      "storm_id": "177770",
      "lat": 39.7983,
      "lon": -101.7517,
      "motion_east": 6.5,
      "motion_south": 1.2,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1692.0,
      "ebshear": 35.0,
      "srh01": 53.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.3189
        },
        {
          "name": "alignment",
          "value": -0.7341
        },
        {
          "name": "tau",
          "value": 0.4628
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0838
      },
      "coherence_score": 0.4628180265426636,
      "coherence_diagnostics": {
        "tau": 0.4628180265426636,
        "grad_tau": 0.012067100033164024,
        "torsion": 0.0,
        "alignment": -0.734112024307251,
        "S_field": 0.19441285729408264,
        "Gamma_field": 0.36647748947143555,
        "S_over_Gamma": 0.5304905772209167,
        "Da": 21.832618713378906,
        "E_coh": 0.40343448519706726,
        "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": [
          [
            [
              -101.79,
              39.83
            ],
            [
              -101.78,
              39.82
            ],
            [
              -101.74,
              39.82
            ],
            [
              -101.73,
              39.81
            ],
            [
              -101.72,
              39.82
            ],
            [
              -101.7,
              39.8
            ],
            [
              -101.68,
              39.8
            ],
            [
              -101.68,
              39.79
            ],
            [
              -101.73,
              39.79
            ],
            [
              -101.74,
              39.77
            ],
            [
              -101.72,
              39.76
            ],
            [
              -101.74,
              39.76
            ],
            [
              -101.75,
              39.77
            ],
            [
              -101.8,
              39.77
            ],
            [
              -101.82,
              39.79
            ],
            [
              -101.82,
              39.82
            ],
            [
              -101.8,
              39.82
            ],
            [
              -101.79,
              39.83
            ]
          ]
        ]
      },
      "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": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "336114713d10e3480819a5887bafe28916a710a409c6c03fc9c02dcd6d91a6f0",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0838,
        "probability": 0.00109,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "df3d07fd5f24fd1e5248c443f024fab33bbe922b95475c9133a542de8aa0fa48"
      },
      "receipt_sha256": "df3d07fd5f24fd1e5248c443f024fab33bbe922b95475c9133a542de8aa0fa48"
    },
    {
      "storm_id": "177552",
      "lat": 39.51,
      "lon": -101.8212,
      "motion_east": 6.7,
      "motion_south": 1.1,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 927.0,
      "ebshear": 30.0,
      "srh01": 55.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.3189
        },
        {
          "name": "alignment",
          "value": -0.7341
        },
        {
          "name": "tau",
          "value": 0.4628
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0831
      },
      "coherence_score": 0.4628180265426636,
      "coherence_diagnostics": {
        "tau": 0.4628180265426636,
        "grad_tau": 0.012067100033164024,
        "torsion": 0.0,
        "alignment": -0.734112024307251,
        "S_field": 0.19441285729408264,
        "Gamma_field": 0.36647748947143555,
        "S_over_Gamma": 0.5304905772209167,
        "Da": 21.832618713378906,
        "E_coh": 0.40343448519706726,
        "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": [
          [
            [
              -101.83,
              39.55
            ],
            [
              -101.77,
              39.54
            ],
            [
              -101.79,
              39.49
            ],
            [
              -101.81,
              39.47
            ],
            [
              -101.84,
              39.47
            ],
            [
              -101.85,
              39.48
            ],
            [
              -101.85,
              39.53
            ],
            [
              -101.83,
              39.55
            ]
          ]
        ]
      },
      "raw_probability": 0.0831,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "ddc1c7101bbaa69c7d677250e8c3cc6e2d5e90b262a15c6fd6a3509ca19c9f5e",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0831,
        "probability": 0.001089,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.001089,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f0bbbfb6df4cc7f31353e58ed7f589649855776672a62e8cac0279a0f307f6fe"
      },
      "receipt_sha256": "f0bbbfb6df4cc7f31353e58ed7f589649855776672a62e8cac0279a0f307f6fe"
    },
    {
      "storm_id": "177820",
      "lat": 44.745,
      "lon": -79.9208,
      "motion_east": 6.5,
      "motion_south": 2.1,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1047.0,
      "ebshear": 15.0,
      "srh01": 58.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 58.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.8189
        },
        {
          "name": "alignment",
          "value": 5.0457
        },
        {
          "name": "tau",
          "value": 0.9074
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.081
      },
      "coherence_score": 0.9074001312255859,
      "coherence_diagnostics": {
        "tau": 0.9074001312255859,
        "grad_tau": 0.016766509041190147,
        "torsion": 0.0,
        "alignment": 5.045716762542725,
        "S_field": 0.3326736092567444,
        "Gamma_field": 0.2199999988079071,
        "S_over_Gamma": 1.5121527910232544,
        "Da": 12.639655113220215,
        "E_coh": 0.876861035823822,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.89,
              44.83
            ],
            [
              -79.85,
              44.81
            ],
            [
              -79.82,
              44.78
            ],
            [
              -79.78,
              44.78
            ],
            [
              -79.76,
              44.76
            ],
            [
              -79.76,
              44.72
            ],
            [
              -79.81,
              44.68
            ],
            [
              -79.91,
              44.68
            ],
            [
              -79.92,
              44.67
            ],
            [
              -79.94,
              44.67
            ],
            [
              -79.98,
              44.65
            ],
            [
              -79.99,
              44.66
            ],
            [
              -80.01,
              44.66
            ],
            [
              -80.03,
              44.69
            ],
            [
              -80.03,
              44.71
            ],
            [
              -80.01,
              44.74
            ],
            [
              -80.01,
              44.77
            ],
            [
              -79.99,
              44.79
            ],
            [
              -79.97,
              44.79
            ],
            [
              -79.95,
              44.81
            ],
            [
              -79.94,
              44.81
            ],
            [
              -79.94,
              44.8
            ],
            [
              -79.92,
              44.79
            ],
            [
              -79.89,
              44.83
            ]
          ]
        ]
      },
      "raw_probability": 0.081,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "4960488e3c0e2d89e94bf871a0826f1b7344b4d760d52c303af87aa16aec3c2a",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.081,
        "probability": 0.00105,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.00105,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a131dbdbe243725163c422ee30296254389c2d761a01ef89c22fd6fbb3596ccf"
      },
      "receipt_sha256": "a131dbdbe243725163c422ee30296254389c2d761a01ef89c22fd6fbb3596ccf"
    },
    {
      "storm_id": "177468",
      "lat": 37.2482,
      "lon": -103.6247,
      "motion_east": 4.6,
      "motion_south": 2.3,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1022.0,
      "ebshear": 28.0,
      "srh01": 38.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.6939
        },
        {
          "name": "alignment",
          "value": -1.2762
        },
        {
          "name": "tau",
          "value": 0.3996
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0806
      },
      "coherence_score": 0.39964309334754944,
      "coherence_diagnostics": {
        "tau": 0.39964309334754944,
        "grad_tau": 0.024739183485507965,
        "torsion": 0.0,
        "alignment": -1.276205062866211,
        "S_field": 0.10829205811023712,
        "Gamma_field": 0.6606441736221313,
        "S_over_Gamma": 0.1639188826084137,
        "Da": 38.86009216308594,
        "E_coh": 0.3298059403896332,
        "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": [
          [
            [
              -103.67,
              37.35
            ],
            [
              -103.63,
              37.35
            ],
            [
              -103.61,
              37.34
            ],
            [
              -103.58,
              37.28
            ],
            [
              -103.59,
              37.23
            ],
            [
              -103.57,
              37.19
            ],
            [
              -103.58,
              37.18
            ],
            [
              -103.58,
              37.16
            ],
            [
              -103.6,
              37.14
            ],
            [
              -103.64,
              37.15
            ],
            [
              -103.66,
              37.18
            ],
            [
              -103.66,
              37.2
            ],
            [
              -103.63,
              37.25
            ],
            [
              -103.64,
              37.26
            ],
            [
              -103.64,
              37.29
            ],
            [
              -103.67,
              37.32
            ],
            [
              -103.67,
              37.35
            ]
          ]
        ]
      },
      "raw_probability": 0.0806,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "3131ceca8c2313229e419aca73a913dd29f3e3855b4a477499e3f5828991daeb",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0806,
        "probability": 0.00105,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.00105,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ca9817b70bdea7dbbd2e3554beafcdeefabd5293f4506a8cff27324919cf225b"
      },
      "receipt_sha256": "ca9817b70bdea7dbbd2e3554beafcdeefabd5293f4506a8cff27324919cf225b"
    },
    {
      "storm_id": "177932",
      "lat": 38.3756,
      "lon": -103.8878,
      "motion_east": 3.2,
      "motion_south": -2.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2610.0,
      "ebshear": 30.0,
      "srh01": 32.0,
      "maxllaz": 0.007,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.8189
        },
        {
          "name": "alignment",
          "value": -1.6014
        },
        {
          "name": "tau",
          "value": 0.42
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0795
      },
      "coherence_score": 0.42000460624694824,
      "coherence_diagnostics": {
        "tau": 0.42000460624694824,
        "grad_tau": 0.026117000728845596,
        "torsion": 0.0,
        "alignment": -1.6014363765716553,
        "S_field": 0.08586648106575012,
        "Gamma_field": 0.3931441605091095,
        "S_over_Gamma": 0.21840965747833252,
        "Da": 23.835250854492188,
        "E_coh": 0.3078414797782898,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.91,
              38.4
            ],
            [
              -103.86,
              38.4
            ],
            [
              -103.85,
              38.39
            ],
            [
              -103.85,
              38.36
            ],
            [
              -103.87,
              38.34
            ],
            [
              -103.9,
              38.34
            ],
            [
              -103.92,
              38.36
            ],
            [
              -103.92,
              38.39
            ],
            [
              -103.91,
              38.4
            ]
          ]
        ]
      },
      "raw_probability": 0.0795,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "a795dd6492e3de35c6dce6d7d2e911e468b7d95ce3aeca9b35d754ca1c58eb58",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0795,
        "probability": 0.00105,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.00105,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a2e890db965497b811089166027036e8cde24cca97588c7341221d7c9a73d744"
      },
      "receipt_sha256": "a2e890db965497b811089166027036e8cde24cca97588c7341221d7c9a73d744"
    },
    {
      "storm_id": "177875",
      "lat": 40.0111,
      "lon": -99.7022,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2182.0,
      "ebshear": 50.0,
      "srh01": 60.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 60.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.9439
        },
        {
          "name": "alignment",
          "value": 1.5407
        },
        {
          "name": "tau",
          "value": 0.4599
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0794
      },
      "coherence_score": 0.459916353225708,
      "coherence_diagnostics": {
        "tau": 0.459916353225708,
        "grad_tau": 0.055521734058856964,
        "torsion": 0.0,
        "alignment": 1.5406715869903564,
        "S_field": 0.3871697187423706,
        "Gamma_field": 0.790644109249115,
        "S_over_Gamma": 0.4896889925003052,
        "Da": 47.93924331665039,
        "E_coh": 0.7760282158851624,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.71,
              40.05
            ],
            [
              -99.66,
              40.05
            ],
            [
              -99.65,
              40.04
            ],
            [
              -99.65,
              40.0
            ],
            [
              -99.7,
              39.96
            ],
            [
              -99.74,
              39.96
            ],
            [
              -99.75,
              39.97
            ],
            [
              -99.75,
              40.02
            ],
            [
              -99.71,
              40.05
            ]
          ]
        ]
      },
      "raw_probability": 0.0794,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "e904973df52b83a9d144b242d68756ce38f1d07076dd160d60a790a7fa2860fc",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0794,
        "probability": 0.00105,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.00105,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d0a4f3c9f78898a7fbc27202d9cba866ba5ae763d1a7ad3d9fda69c78942d690"
      },
      "receipt_sha256": "d0a4f3c9f78898a7fbc27202d9cba866ba5ae763d1a7ad3d9fda69c78942d690"
    },
    {
      "storm_id": "177784",
      "lat": 47.7044,
      "lon": -78.0078,
      "motion_east": 4.5,
      "motion_south": 2.1,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 364.0,
      "ebshear": 30.0,
      "srh01": 1.0,
      "maxllaz": 0.001,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.9439
        },
        {
          "name": "alignment",
          "value": -1.8524
        },
        {
          "name": "tau",
          "value": 0.4708
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0773
      },
      "coherence_score": 0.47075140476226807,
      "coherence_diagnostics": {
        "tau": 0.47075140476226807,
        "grad_tau": 0.14226478338241577,
        "torsion": 0.0,
        "alignment": -1.8523638248443604,
        "S_field": 0.15588343143463135,
        "Gamma_field": 0.15481078624725342,
        "S_over_Gamma": 1.00692880153656,
        "Da": 9.299433708190918,
        "E_coh": 0.27938660979270935,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.02,
              47.74
            ],
            [
              -78.0,
              47.74
            ],
            [
              -77.97,
              47.72
            ],
            [
              -77.97,
              47.68
            ],
            [
              -77.99,
              47.66
            ],
            [
              -78.02,
              47.66
            ],
            [
              -78.04,
              47.68
            ],
            [
              -78.04,
              47.72
            ],
            [
              -78.02,
              47.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0773,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "89408c1b864e5fc66c3ee9b40a14507a9f8266eb092b64014a971aec253e97c1",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0773,
        "probability": 0.000945,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000945,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1109fde3ad8c572b9461d15cd7f10a57b73cfaa98d82797c3aa80cd2e7caf179"
      },
      "receipt_sha256": "1109fde3ad8c572b9461d15cd7f10a57b73cfaa98d82797c3aa80cd2e7caf179"
    },
    {
      "storm_id": "177894",
      "lat": 44.75,
      "lon": -80.3322,
      "motion_east": 6.1,
      "motion_south": 2.6,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1067.0,
      "ebshear": 17.0,
      "srh01": 53.0,
      "maxllaz": 0.006,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.8189
        },
        {
          "name": "alignment",
          "value": 5.0457
        },
        {
          "name": "tau",
          "value": 0.9074
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0773
      },
      "coherence_score": 0.9074001312255859,
      "coherence_diagnostics": {
        "tau": 0.9074001312255859,
        "grad_tau": 0.016766509041190147,
        "torsion": 0.0,
        "alignment": 5.045716762542725,
        "S_field": 0.3326736092567444,
        "Gamma_field": 0.2199999988079071,
        "S_over_Gamma": 1.5121527910232544,
        "Da": 12.639655113220215,
        "E_coh": 0.876861035823822,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.34,
              44.79
            ],
            [
              -80.3,
              44.79
            ],
            [
              -80.28,
              44.77
            ],
            [
              -80.28,
              44.74
            ],
            [
              -80.32,
              44.69
            ],
            [
              -80.36,
              44.69
            ],
            [
              -80.39,
              44.72
            ],
            [
              -80.38,
              44.77
            ],
            [
              -80.34,
              44.79
            ]
          ]
        ]
      },
      "raw_probability": 0.0773,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "89408c1b864e5fc66c3ee9b40a14507a9f8266eb092b64014a971aec253e97c1",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0773,
        "probability": 0.000945,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000945,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1109fde3ad8c572b9461d15cd7f10a57b73cfaa98d82797c3aa80cd2e7caf179"
      },
      "receipt_sha256": "1109fde3ad8c572b9461d15cd7f10a57b73cfaa98d82797c3aa80cd2e7caf179"
    },
    {
      "storm_id": "176961",
      "lat": 28.9404,
      "lon": -82.6904,
      "motion_east": 3.8,
      "motion_south": -1.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3100.0,
      "ebshear": 13.0,
      "srh01": 43.0,
      "maxllaz": 0.006,
      "mesh": 0.64,
      "flash_rate": 37.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.0689
        },
        {
          "name": "alignment",
          "value": -3.5661
        },
        {
          "name": "tau",
          "value": 1.8354
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.077
      },
      "coherence_score": 1.8353567123413086,
      "coherence_diagnostics": {
        "tau": 1.8353567123413086,
        "grad_tau": 0.30476000905036926,
        "torsion": 0.0,
        "alignment": -3.56606125831604,
        "S_field": 0.32548582553863525,
        "Gamma_field": 0.5664774775505066,
        "S_over_Gamma": 0.574578583240509,
        "Da": 37.319679260253906,
        "E_coh": 0.8115636706352234,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.76,
              29.13
            ],
            [
              -82.71,
              29.13
            ],
            [
              -82.7,
              29.12
            ],
            [
              -82.71,
              29.04
            ],
            [
              -82.67,
              28.98
            ],
            [
              -82.67,
              28.94
            ],
            [
              -82.64,
              28.91
            ],
            [
              -82.61,
              28.91
            ],
            [
              -82.58,
              28.86
            ],
            [
              -82.58,
              28.83
            ],
            [
              -82.6,
              28.81
            ],
            [
              -82.6,
              28.79
            ],
            [
              -82.61,
              28.78
            ],
            [
              -82.66,
              28.78
            ],
            [
              -82.68,
              28.8
            ],
            [
              -82.68,
              28.83
            ],
            [
              -82.69,
              28.84
            ],
            [
              -82.68,
              28.9
            ],
            [
              -82.71,
              28.93
            ],
            [
              -82.74,
              28.93
            ],
            [
              -82.76,
              28.94
            ],
            [
              -82.84,
              29.02
            ],
            [
              -82.84,
              29.06
            ],
            [
              -82.78,
              29.12
            ],
            [
              -82.76,
              29.13
            ]
          ]
        ]
      },
      "raw_probability": 0.077,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "a951d32802eeb22f18fff30fe5dac1fc9d1eff59f433ab102da41013818b6a37",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.077,
        "probability": 0.000945,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000945,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e96d367828c6827f62eb29930f2eee188c4b2280ac57282ccef3553b73d27183"
      },
      "receipt_sha256": "e96d367828c6827f62eb29930f2eee188c4b2280ac57282ccef3553b73d27183"
    },
    {
      "storm_id": "177866",
      "lat": 45.4614,
      "lon": -112.6843,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 425.0,
      "ebshear": 22.0,
      "srh01": 53.0,
      "maxllaz": 0.001,
      "mesh": 0.18,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.8189
        },
        {
          "name": "alignment",
          "value": 2.981
        },
        {
          "name": "tau",
          "value": 0.3733
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0762
      },
      "coherence_score": 0.373344361782074,
      "coherence_diagnostics": {
        "tau": 0.373344361782074,
        "grad_tau": 0.01786247454583645,
        "torsion": 0.0,
        "alignment": 2.9810166358947754,
        "S_field": 0.12016508728265762,
        "Gamma_field": 0.4248107969760895,
        "S_over_Gamma": 0.28286731243133545,
        "Da": 25.59787940979004,
        "E_coh": 0.3248635232448578,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -112.7,
              45.49
            ],
            [
              -112.65,
              45.49
            ],
            [
              -112.65,
              45.43
            ],
            [
              -112.67,
              45.42
            ],
            [
              -112.71,
              45.43
            ],
            [
              -112.71,
              45.48
            ],
            [
              -112.7,
              45.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0762,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "2961bcc5272c59633da2c1545b9bad8687b5f9c5a1db6bba47a85a07c843aeac",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0762,
        "probability": 0.000945,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000945,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6b238db29005e2c92144a66ae431f2f4723f65eb25f769610e04acd8b9b2ba36"
      },
      "receipt_sha256": "6b238db29005e2c92144a66ae431f2f4723f65eb25f769610e04acd8b9b2ba36"
    },
    {
      "storm_id": "176736",
      "lat": 48.6708,
      "lon": -77.1225,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 171.0,
      "ebshear": 15.0,
      "srh01": 61.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 61.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.4439
        },
        {
          "name": "alignment",
          "value": 1.2955
        },
        {
          "name": "tau",
          "value": 0.2935
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0761
      },
      "coherence_score": 0.2934749126434326,
      "coherence_diagnostics": {
        "tau": 0.2934749126434326,
        "grad_tau": 0.26268887519836426,
        "torsion": 0.0,
        "alignment": 1.295536756515503,
        "S_field": 0.1158609539270401,
        "Gamma_field": 0.16064412891864777,
        "S_over_Gamma": 0.7212274670600891,
        "Da": 9.725478172302246,
        "E_coh": 0.31384703516960144,
        "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": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.16,
              48.73
            ],
            [
              -77.14,
              48.7
            ],
            [
              -77.09,
              48.7
            ],
            [
              -77.07,
              48.68
            ],
            [
              -77.07,
              48.63
            ],
            [
              -77.08,
              48.62
            ],
            [
              -77.1,
              48.61
            ],
            [
              -77.13,
              48.62
            ],
            [
              -77.13,
              48.63
            ],
            [
              -77.17,
              48.68
            ],
            [
              -77.17,
              48.72
            ],
            [
              -77.16,
              48.73
            ]
          ]
        ]
      },
      "raw_probability": 0.0761,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "8f5d124f70633a676620ca26a3d8c911bd03f2945c4754290601639281ab6a63",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0761,
        "probability": 0.000945,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000945,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c26b367acdb8dfab2cbbccbf6e67eb5a622c3e73f3a52316caf498dc0c2fcaa6"
      },
      "receipt_sha256": "c26b367acdb8dfab2cbbccbf6e67eb5a622c3e73f3a52316caf498dc0c2fcaa6"
    },
    {
      "storm_id": "177851",
      "lat": 41.068,
      "lon": -104.978,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 541.0,
      "ebshear": 28.0,
      "srh01": 22.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.4439
        },
        {
          "name": "alignment",
          "value": 2.9236
        },
        {
          "name": "tau",
          "value": 0.5361
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0735
      },
      "coherence_score": 0.5360588431358337,
      "coherence_diagnostics": {
        "tau": 0.5360588431358337,
        "grad_tau": 0.04126287251710892,
        "torsion": 0.0,
        "alignment": 2.923630714416504,
        "S_field": 0.18867942690849304,
        "Gamma_field": 0.28064414858818054,
        "S_over_Gamma": 0.6723084449768066,
        "Da": 16.67040252685547,
        "E_coh": 0.4051508605480194,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.01,
              41.1
            ],
            [
              -104.93,
              41.1
            ],
            [
              -104.93,
              41.02
            ],
            [
              -105.01,
              41.02
            ],
            [
              -105.01,
              41.1
            ]
          ]
        ]
      },
      "raw_probability": 0.0735,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "ea2af6ee0541534b26775c1d39b992c4d9d92e363a1b75b549d8f9412e0c84bb",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0735,
        "probability": 0.000877,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000877,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6a878883ed04a204d67bbbde8dc29a82cd1dac9ca87bc313839117070e8a820d"
      },
      "receipt_sha256": "6a878883ed04a204d67bbbde8dc29a82cd1dac9ca87bc313839117070e8a820d"
    },
    {
      "storm_id": "177864",
      "lat": 30.9289,
      "lon": -110.2322,
      "motion_east": 2.8,
      "motion_south": -1.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1333.0,
      "ebshear": 46.0,
      "srh01": 131.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 131.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.4439
        },
        {
          "name": "alignment",
          "value": 1.0187
        },
        {
          "name": "tau",
          "value": 0.6668
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.069
      },
      "coherence_score": 0.6667512655258179,
      "coherence_diagnostics": {
        "tau": 0.6667512655258179,
        "grad_tau": 0.2214510291814804,
        "torsion": 0.0,
        "alignment": 1.0187349319458008,
        "S_field": 0.5250998735427856,
        "Gamma_field": 0.8173108100891113,
        "S_over_Gamma": 0.6424726843833923,
        "Da": 50.134281158447266,
        "E_coh": 0.9231391549110413,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.26,
              30.98
            ],
            [
              -110.21,
              30.98
            ],
            [
              -110.18,
              30.94
            ],
            [
              -110.19,
              30.9
            ],
            [
              -110.21,
              30.87
            ],
            [
              -110.23,
              30.87
            ],
            [
              -110.27,
              30.9
            ],
            [
              -110.28,
              30.94
            ],
            [
              -110.26,
              30.98
            ]
          ]
        ]
      },
      "raw_probability": 0.069,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "e2d5bf8a2d337e2d65720248c59e9661b1883b202022000a85b1512a9d1509c5",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.069,
        "probability": 0.000877,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000877,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "425feb7ad4b383b9ecaae0d37b7516929940cd2281efb8b062b21dd597b896f4"
      },
      "receipt_sha256": "425feb7ad4b383b9ecaae0d37b7516929940cd2281efb8b062b21dd597b896f4"
    },
    {
      "storm_id": "176727",
      "lat": 31.3244,
      "lon": -110.0362,
      "motion_east": 2.2,
      "motion_south": -1.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1323.0,
      "ebshear": 49.0,
      "srh01": 128.0,
      "maxllaz": 0.015,
      "mesh": 0.6,
      "flash_rate": 45.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 128.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.4439
        },
        {
          "name": "alignment",
          "value": 1.0187
        },
        {
          "name": "tau",
          "value": 0.6668
        },
        {
          "name": "maxllaz",
          "value": 0.015
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0687
      },
      "coherence_score": 0.6667512655258179,
      "coherence_diagnostics": {
        "tau": 0.6667512655258179,
        "grad_tau": 0.2214510291814804,
        "torsion": 0.0,
        "alignment": 1.0187349319458008,
        "S_field": 0.5250998735427856,
        "Gamma_field": 0.8173108100891113,
        "S_over_Gamma": 0.6424726843833923,
        "Da": 50.134281158447266,
        "E_coh": 0.9231391549110413,
        "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": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.01,
              31.52
            ],
            [
              -109.97,
              31.52
            ],
            [
              -109.95,
              31.5
            ],
            [
              -109.95,
              31.47
            ],
            [
              -109.94,
              31.46
            ],
            [
              -109.94,
              31.44
            ],
            [
              -109.93,
              31.43
            ],
            [
              -109.93,
              31.39
            ],
            [
              -109.92,
              31.38
            ],
            [
              -109.95,
              31.28
            ],
            [
              -109.93,
              31.24
            ],
            [
              -109.91,
              31.22
            ],
            [
              -109.91,
              31.16
            ],
            [
              -109.96,
              31.11
            ],
            [
              -109.98,
              31.1
            ],
            [
              -110.08,
              31.11
            ],
            [
              -110.13,
              31.15
            ],
            [
              -110.13,
              31.17
            ],
            [
              -110.14,
              31.18
            ],
            [
              -110.14,
              31.22
            ],
            [
              -110.11,
              31.25
            ],
            [
              -110.07,
              31.26
            ],
            [
              -110.06,
              31.27
            ],
            [
              -110.1,
              31.32
            ],
            [
              -110.12,
              31.32
            ],
            [
              -110.14,
              31.34
            ],
            [
              -110.16,
              31.34
            ],
            [
              -110.19,
              31.38
            ],
            [
              -110.18,
              31.43
            ],
            [
              -110.16,
              31.45
            ],
            [
              -110.06,
              31.45
            ],
            [
              -110.01,
              31.52
            ]
          ]
        ]
      },
      "raw_probability": 0.0687,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "c197e8558436657e494dbd540e482ca92a339c14a45f7fa05c14ec521e39e482",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0687,
        "probability": 0.000877,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000877,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6e04ef3b8b1ef1fb1de606f5b30161bbe983528cb51423a537628bc1e2077287"
      },
      "receipt_sha256": "6e04ef3b8b1ef1fb1de606f5b30161bbe983528cb51423a537628bc1e2077287"
    },
    {
      "storm_id": "177919",
      "lat": 46.1643,
      "lon": -111.3714,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 245.0,
      "ebshear": 23.0,
      "srh01": 2.0,
      "maxllaz": 0.001,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 13.0689
        },
        {
          "name": "alignment",
          "value": 0.6332
        },
        {
          "name": "tau",
          "value": 0.3493
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0678
      },
      "coherence_score": 0.34931889176368713,
      "coherence_diagnostics": {
        "tau": 0.34931889176368713,
        "grad_tau": 0.027438364923000336,
        "torsion": 0.0,
        "alignment": 0.6332154273986816,
        "S_field": 0.08708620071411133,
        "Gamma_field": 0.4739774465560913,
        "S_over_Gamma": 0.18373490869998932,
        "Da": 27.042221069335938,
        "E_coh": 0.3093213140964508,
        "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": [
          [
            [
              -111.38,
              46.19
            ],
            [
              -111.34,
              46.19
            ],
            [
              -111.34,
              46.13
            ],
            [
              -111.38,
              46.13
            ],
            [
              -111.39,
              46.14
            ],
            [
              -111.39,
              46.18
            ],
            [
              -111.38,
              46.19
            ]
          ]
        ]
      },
      "raw_probability": 0.0678,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "457dab6fb203faf1a2ce3be174296a3cda662ec26e0bd3deecec0f44dfa346f0",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0678,
        "probability": 0.000877,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000877,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d5ceef82890900852f02719c88150b9ee8a3ea4eb3abb6669e9ff95dc38cb8d3"
      },
      "receipt_sha256": "d5ceef82890900852f02719c88150b9ee8a3ea4eb3abb6669e9ff95dc38cb8d3"
    },
    {
      "storm_id": "177740",
      "lat": 39.925,
      "lon": -100.131,
      "motion_east": 4.5,
      "motion_south": 2.6,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2169.0,
      "ebshear": 51.0,
      "srh01": 59.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 59.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.9439
        },
        {
          "name": "alignment",
          "value": 1.5407
        },
        {
          "name": "tau",
          "value": 0.4599
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0654
      },
      "coherence_score": 0.459916353225708,
      "coherence_diagnostics": {
        "tau": 0.459916353225708,
        "grad_tau": 0.055521734058856964,
        "torsion": 0.0,
        "alignment": 1.5406715869903564,
        "S_field": 0.3871697187423706,
        "Gamma_field": 0.790644109249115,
        "S_over_Gamma": 0.4896889925003052,
        "Da": 47.93924331665039,
        "E_coh": 0.7760282158851624,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.16,
              39.96
            ],
            [
              -100.11,
              39.96
            ],
            [
              -100.11,
              39.95
            ],
            [
              -100.09,
              39.93
            ],
            [
              -100.09,
              39.9
            ],
            [
              -100.1,
              39.88
            ],
            [
              -100.15,
              39.87
            ],
            [
              -100.17,
              39.89
            ],
            [
              -100.17,
              39.95
            ],
            [
              -100.16,
              39.96
            ]
          ]
        ]
      },
      "raw_probability": 0.0654,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "fb292679d0489f89965fa8e8580a89f007ebe07cccb2a412512b3c00e1cb7f7e",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0654,
        "probability": 0.000877,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000877,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c9ebf2887bc953a7d2c773afc0dc425c3ac0ed2fb5567900f999671de5c6ef30"
      },
      "receipt_sha256": "c9ebf2887bc953a7d2c773afc0dc425c3ac0ed2fb5567900f999671de5c6ef30"
    },
    {
      "storm_id": "177689",
      "lat": 40.0567,
      "lon": -99.8889,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2223.0,
      "ebshear": 50.0,
      "srh01": 32.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.9439
        },
        {
          "name": "alignment",
          "value": 1.5407
        },
        {
          "name": "tau",
          "value": 0.4599
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0643
      },
      "coherence_score": 0.459916353225708,
      "coherence_diagnostics": {
        "tau": 0.459916353225708,
        "grad_tau": 0.055521734058856964,
        "torsion": 0.0,
        "alignment": 1.5406715869903564,
        "S_field": 0.3871697187423706,
        "Gamma_field": 0.790644109249115,
        "S_over_Gamma": 0.4896889925003052,
        "Da": 47.93924331665039,
        "E_coh": 0.7760282158851624,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.9,
              40.1
            ],
            [
              -99.87,
              40.1
            ],
            [
              -99.85,
              40.09
            ],
            [
              -99.84,
              40.05
            ],
            [
              -99.87,
              40.01
            ],
            [
              -99.89,
              40.0
            ],
            [
              -99.94,
              40.0
            ],
            [
              -99.94,
              40.06
            ],
            [
              -99.9,
              40.1
            ]
          ]
        ]
      },
      "raw_probability": 0.0643,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "8394d16d465269ba1e85453b01123334c591b73226651d29d40dc7231684426e",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0643,
        "probability": 0.000877,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000877,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b4f4a3213932ce994ee88ad5ea614444532a0084220b2af4b60dd6264a125949"
      },
      "receipt_sha256": "b4f4a3213932ce994ee88ad5ea614444532a0084220b2af4b60dd6264a125949"
    },
    {
      "storm_id": "177917",
      "lat": 46.9956,
      "lon": -77.6211,
      "motion_east": 2.7,
      "motion_south": -2.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 341.0,
      "ebshear": 36.0,
      "srh01": 48.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 48.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.8189
        },
        {
          "name": "alignment",
          "value": -3.0814
        },
        {
          "name": "tau",
          "value": 0.6426
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0643
      },
      "coherence_score": 0.6426197290420532,
      "coherence_diagnostics": {
        "tau": 0.6426197290420532,
        "grad_tau": 0.08686605840921402,
        "torsion": 0.0,
        "alignment": -3.081425666809082,
        "S_field": 0.3216472566127777,
        "Gamma_field": 0.2189774513244629,
        "S_over_Gamma": 1.468860149383545,
        "Da": 13.70298957824707,
        "E_coh": 0.7713293433189392,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.64,
              47.03
            ],
            [
              -77.62,
              47.03
            ],
            [
              -77.58,
              46.99
            ],
            [
              -77.58,
              46.97
            ],
            [
              -77.59,
              46.96
            ],
            [
              -77.64,
              46.96
            ],
            [
              -77.65,
              46.97
            ],
            [
              -77.65,
              47.02
            ],
            [
              -77.64,
              47.03
            ]
          ]
        ]
      },
      "raw_probability": 0.0643,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "8394d16d465269ba1e85453b01123334c591b73226651d29d40dc7231684426e",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0643,
        "probability": 0.000877,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000877,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b4f4a3213932ce994ee88ad5ea614444532a0084220b2af4b60dd6264a125949"
      },
      "receipt_sha256": "b4f4a3213932ce994ee88ad5ea614444532a0084220b2af4b60dd6264a125949"
    },
    {
      "storm_id": "177865",
      "lat": 30.768,
      "lon": -110.223,
      "motion_east": 3.0,
      "motion_south": -1.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1393.0,
      "ebshear": 43.0,
      "srh01": 94.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 94.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.4439
        },
        {
          "name": "alignment",
          "value": 1.0187
        },
        {
          "name": "tau",
          "value": 0.6668
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0642
      },
      "coherence_score": 0.6667512655258179,
      "coherence_diagnostics": {
        "tau": 0.6667512655258179,
        "grad_tau": 0.2214510291814804,
        "torsion": 0.0,
        "alignment": 1.0187349319458008,
        "S_field": 0.5250998735427856,
        "Gamma_field": 0.8173108100891113,
        "S_over_Gamma": 0.6424726843833923,
        "Da": 50.134281158447266,
        "E_coh": 0.9231391549110413,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.24,
              30.8
            ],
            [
              -110.2,
              30.8
            ],
            [
              -110.19,
              30.78
            ],
            [
              -110.2,
              30.76
            ],
            [
              -110.19,
              30.75
            ],
            [
              -110.21,
              30.73
            ],
            [
              -110.24,
              30.73
            ],
            [
              -110.26,
              30.74
            ],
            [
              -110.26,
              30.79
            ],
            [
              -110.24,
              30.8
            ]
          ]
        ]
      },
      "raw_probability": 0.0642,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "a46b40bd0e22a8ae179902aa42aae18f15a1e394eee22faaf868fb65961b9d3d",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0642,
        "probability": 0.000877,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000877,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1249a71ae4a5985dcb36d1da178d186afd57f240d05d915256fb82dd464e8954"
      },
      "receipt_sha256": "1249a71ae4a5985dcb36d1da178d186afd57f240d05d915256fb82dd464e8954"
    },
    {
      "storm_id": "175428",
      "lat": 30.9144,
      "lon": -110.4083,
      "motion_east": 3.1,
      "motion_south": -1.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1233.0,
      "ebshear": 46.0,
      "srh01": 98.0,
      "maxllaz": 0.007,
      "mesh": 0.27,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 98.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.4439
        },
        {
          "name": "alignment",
          "value": 1.0187
        },
        {
          "name": "tau",
          "value": 0.6668
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0635
      },
      "coherence_score": 0.6667512655258179,
      "coherence_diagnostics": {
        "tau": 0.6667512655258179,
        "grad_tau": 0.2214510291814804,
        "torsion": 0.0,
        "alignment": 1.0187349319458008,
        "S_field": 0.5250998735427856,
        "Gamma_field": 0.8173108100891113,
        "S_over_Gamma": 0.6424726843833923,
        "Da": 50.134281158447266,
        "E_coh": 0.9231391549110413,
        "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": 8,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.4,
              31.02
            ],
            [
              -110.34,
              31.02
            ],
            [
              -110.32,
              30.99
            ],
            [
              -110.33,
              30.98
            ],
            [
              -110.33,
              30.96
            ],
            [
              -110.39,
              30.9
            ],
            [
              -110.39,
              30.87
            ],
            [
              -110.38,
              30.86
            ],
            [
              -110.4,
              30.82
            ],
            [
              -110.44,
              30.8
            ],
            [
              -110.47,
              30.8
            ],
            [
              -110.49,
              30.82
            ],
            [
              -110.49,
              30.86
            ],
            [
              -110.46,
              30.89
            ],
            [
              -110.46,
              30.91
            ],
            [
              -110.43,
              30.95
            ],
            [
              -110.43,
              30.99
            ],
            [
              -110.4,
              31.02
            ]
          ]
        ]
      },
      "raw_probability": 0.0635,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "78dc41d4018c93a507a2cfda27e57dfe09687488e7c108b71f32a3376fb2e9a9",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0635,
        "probability": 0.000877,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000877,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9e1b44ab50c6b6e1f66d07031b2afa3ef1feed6eb412d54e4f8ebf8c485dcb47"
      },
      "receipt_sha256": "9e1b44ab50c6b6e1f66d07031b2afa3ef1feed6eb412d54e4f8ebf8c485dcb47"
    },
    {
      "storm_id": "177245",
      "lat": 33.9,
      "lon": -107.0254,
      "motion_east": 2.3,
      "motion_south": -1.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 451.0,
      "ebshear": 21.0,
      "srh01": 65.0,
      "maxllaz": 0.004,
      "mesh": 0.17,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.4439
        },
        {
          "name": "alignment",
          "value": 1.6504
        },
        {
          "name": "tau",
          "value": 0.5723
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0629
      },
      "coherence_score": 0.5723012685775757,
      "coherence_diagnostics": {
        "tau": 0.5723012685775757,
        "grad_tau": 0.1312892735004425,
        "torsion": 0.0,
        "alignment": 1.6503777503967285,
        "S_field": 0.23430520296096802,
        "Gamma_field": 0.36064413189888,
        "S_over_Gamma": 0.6496853232383728,
        "Da": 23.148141860961914,
        "E_coh": 0.6109456419944763,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.04,
              33.96
            ],
            [
              -107.02,
              33.95
            ],
            [
              -106.99,
              33.95
            ],
            [
              -106.94,
              33.91
            ],
            [
              -106.94,
              33.85
            ],
            [
              -106.95,
              33.83
            ],
            [
              -107.03,
              33.84
            ],
            [
              -107.04,
              33.85
            ],
            [
              -107.08,
              33.86
            ],
            [
              -107.1,
              33.88
            ],
            [
              -107.1,
              33.91
            ],
            [
              -107.06,
              33.95
            ],
            [
              -107.04,
              33.96
            ]
          ]
        ]
      },
      "raw_probability": 0.0629,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "6899e4c57ee3122d6ed4d3cc177789231151ee8686551ea22f69590017a672f9",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0629,
        "probability": 0.000877,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000877,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "515d4cf519b22daa53413533409ca9e72e17e7bc49ef49704cb6a9138b7dc76b"
      },
      "receipt_sha256": "515d4cf519b22daa53413533409ca9e72e17e7bc49ef49704cb6a9138b7dc76b"
    },
    {
      "storm_id": "177837",
      "lat": 38.9425,
      "lon": -101.3625,
      "motion_east": 5.0,
      "motion_south": 2.3,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1400.0,
      "ebshear": 38.0,
      "srh01": 15.0,
      "maxllaz": 0.008,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.5689
        },
        {
          "name": "alignment",
          "value": 9.3796
        },
        {
          "name": "tau",
          "value": 0.35
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0623
      },
      "coherence_score": 0.34997427463531494,
      "coherence_diagnostics": {
        "tau": 0.34997427463531494,
        "grad_tau": 0.0356009416282177,
        "torsion": 0.0,
        "alignment": 9.37961196899414,
        "S_field": 0.09053656458854675,
        "Gamma_field": 1.4548107385635376,
        "S_over_Gamma": 0.06223253905773163,
        "Da": 85.89205932617188,
        "E_coh": 0.2058095932006836,
        "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": [
          [
            [
              -101.28,
              39.01
            ],
            [
              -101.26,
              38.99
            ],
            [
              -101.26,
              38.94
            ],
            [
              -101.28,
              38.92
            ],
            [
              -101.3,
              38.91
            ],
            [
              -101.34,
              38.92
            ],
            [
              -101.41,
              38.87
            ],
            [
              -101.46,
              38.87
            ],
            [
              -101.47,
              38.89
            ],
            [
              -101.47,
              38.94
            ],
            [
              -101.46,
              38.95
            ],
            [
              -101.44,
              38.96
            ],
            [
              -101.39,
              38.96
            ],
            [
              -101.37,
              38.95
            ],
            [
              -101.33,
              38.99
            ],
            [
              -101.28,
              39.01
            ]
          ]
        ]
      },
      "raw_probability": 0.0623,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "4557723dc7daae6e2b31f0d38e497de3300de59a926c26327c8afc1943faba3b",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0623,
        "probability": 0.000877,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000877,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c4bc8edbbd5c015bdba1096c35c8b19865929520735919f13b045f413ca7a29a"
      },
      "receipt_sha256": "c4bc8edbbd5c015bdba1096c35c8b19865929520735919f13b045f413ca7a29a"
    },
    {
      "storm_id": "177877",
      "lat": 39.6373,
      "lon": -109.3218,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 603.0,
      "ebshear": 21.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.3189
        },
        {
          "name": "alignment",
          "value": -1.1665
        },
        {
          "name": "tau",
          "value": 0.4186
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0618
      },
      "coherence_score": 0.41859692335128784,
      "coherence_diagnostics": {
        "tau": 0.41859692335128784,
        "grad_tau": 0.04825139790773392,
        "torsion": 0.0,
        "alignment": -1.1665147542953491,
        "S_field": 0.16510739922523499,
        "Gamma_field": 0.4548107981681824,
        "S_over_Gamma": 0.36302435398101807,
        "Da": 28.065101623535156,
        "E_coh": 0.4588794410228729,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.33,
              39.67
            ],
            [
              -109.3,
              39.67
            ],
            [
              -109.29,
              39.66
            ],
            [
              -109.29,
              39.64
            ],
            [
              -109.27,
              39.62
            ],
            [
              -109.29,
              39.6
            ],
            [
              -109.35,
              39.6
            ],
            [
              -109.36,
              39.61
            ],
            [
              -109.36,
              39.63
            ],
            [
              -109.37,
              39.64
            ],
            [
              -109.33,
              39.67
            ]
          ]
        ]
      },
      "raw_probability": 0.0618,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "23f84544510fb7cc1af767aed56dd292aae23e688e16c9562add810409eef9f2",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0618,
        "probability": 0.000877,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000877,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "83e95d67e364bf3a5b700e7e1b3aeffadf90eceb6623e4b951896875270ca31e"
      },
      "receipt_sha256": "83e95d67e364bf3a5b700e7e1b3aeffadf90eceb6623e4b951896875270ca31e"
    },
    {
      "storm_id": "177743",
      "lat": 31.1679,
      "lon": -110.709,
      "motion_east": 3.1,
      "motion_south": -2.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1295.0,
      "ebshear": 39.0,
      "srh01": 74.0,
      "maxllaz": 0.004,
      "mesh": 0.4,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 74.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.4439
        },
        {
          "name": "alignment",
          "value": 1.0187
        },
        {
          "name": "tau",
          "value": 0.6668
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0617
      },
      "coherence_score": 0.6667512655258179,
      "coherence_diagnostics": {
        "tau": 0.6667512655258179,
        "grad_tau": 0.2214510291814804,
        "torsion": 0.0,
        "alignment": 1.0187349319458008,
        "S_field": 0.5250998735427856,
        "Gamma_field": 0.8173108100891113,
        "S_over_Gamma": 0.6424726843833923,
        "Da": 50.134281158447266,
        "E_coh": 0.9231391549110413,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.67,
              31.33
            ],
            [
              -110.65,
              31.33
            ],
            [
              -110.64,
              31.32
            ],
            [
              -110.62,
              31.28
            ],
            [
              -110.62,
              31.26
            ],
            [
              -110.65,
              31.23
            ],
            [
              -110.67,
              31.19
            ],
            [
              -110.67,
              31.15
            ],
            [
              -110.68,
              31.14
            ],
            [
              -110.68,
              31.11
            ],
            [
              -110.69,
              31.1
            ],
            [
              -110.69,
              31.03
            ],
            [
              -110.7,
              31.02
            ],
            [
              -110.7,
              31.0
            ],
            [
              -110.76,
              31.0
            ],
            [
              -110.78,
              31.02
            ],
            [
              -110.78,
              31.05
            ],
            [
              -110.79,
              31.06
            ],
            [
              -110.78,
              31.07
            ],
            [
              -110.78,
              31.09
            ],
            [
              -110.76,
              31.11
            ],
            [
              -110.76,
              31.14
            ],
            [
              -110.74,
              31.18
            ],
            [
              -110.74,
              31.2
            ],
            [
              -110.75,
              31.21
            ],
            [
              -110.75,
              31.28
            ],
            [
              -110.71,
              31.32
            ],
            [
              -110.68,
              31.32
            ],
            [
              -110.67,
              31.33
            ]
          ]
        ]
      },
      "raw_probability": 0.0617,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "10bc17d688b99839c004f31f54bc180b877c9ec431773ef2aaab99281e028b24",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0617,
        "probability": 0.000877,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000877,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e11edd02766a959bb88226a99fc63ad6d47cd4e88bf47948660a290cf1cdd4a8"
      },
      "receipt_sha256": "e11edd02766a959bb88226a99fc63ad6d47cd4e88bf47948660a290cf1cdd4a8"
    },
    {
      "storm_id": "177724",
      "lat": 30.9792,
      "lon": -109.9875,
      "motion_east": 2.2,
      "motion_south": -1.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1039.0,
      "ebshear": 48.0,
      "srh01": 118.0,
      "maxllaz": 0.012,
      "mesh": 0.27,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 118.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.4439
        },
        {
          "name": "alignment",
          "value": 1.0187
        },
        {
          "name": "tau",
          "value": 0.6668
        },
        {
          "name": "maxllaz",
          "value": 0.012
        }
      ],
      "model_scores": {
        "gbt_prob": 0.061
      },
      "coherence_score": 0.6667512655258179,
      "coherence_diagnostics": {
        "tau": 0.6667512655258179,
        "grad_tau": 0.2214510291814804,
        "torsion": 0.0,
        "alignment": 1.0187349319458008,
        "S_field": 0.5250998735427856,
        "Gamma_field": 0.8173108100891113,
        "S_over_Gamma": 0.6424726843833923,
        "Da": 50.134281158447266,
        "E_coh": 0.9231391549110413,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.05,
              31.04
            ],
            [
              -110.01,
              31.04
            ],
            [
              -109.96,
              30.99
            ],
            [
              -109.94,
              30.99
            ],
            [
              -109.92,
              30.97
            ],
            [
              -109.92,
              30.94
            ],
            [
              -109.94,
              30.92
            ],
            [
              -109.94,
              30.91
            ],
            [
              -109.98,
              30.91
            ],
            [
              -110.07,
              30.97
            ],
            [
              -110.07,
              31.03
            ],
            [
              -110.05,
              31.04
            ]
          ]
        ]
      },
      "raw_probability": 0.061,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "4d47be1b53e95216e40bebe7f83e548b32af3721ed93cacd6a835e10f5872b95",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.061,
        "probability": 0.000877,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000877,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "984dc94de8ec6b201df3fb758622acffc8b27c5695a9336a68c433a01114b6e6"
      },
      "receipt_sha256": "984dc94de8ec6b201df3fb758622acffc8b27c5695a9336a68c433a01114b6e6"
    },
    {
      "storm_id": "177845",
      "lat": 43.3855,
      "lon": -99.2873,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 41.0,
      "ebshear": 17.0,
      "srh01": 27.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.9439
        },
        {
          "name": "alignment",
          "value": 1.438
        },
        {
          "name": "tau",
          "value": 0.5877
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0609
      },
      "coherence_score": 0.5877232551574707,
      "coherence_diagnostics": {
        "tau": 0.5877232551574707,
        "grad_tau": 0.1443764716386795,
        "torsion": 0.0,
        "alignment": 1.4380371570587158,
        "S_field": 0.21061672270298004,
        "Gamma_field": 0.18564411997795105,
        "S_over_Gamma": 1.1345187425613403,
        "Da": 11.695068359375,
        "E_coh": 0.5458056926727295,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.27,
              43.43
            ],
            [
              -99.23,
              43.42
            ],
            [
              -99.22,
              43.38
            ],
            [
              -99.25,
              43.35
            ],
            [
              -99.27,
              43.35
            ],
            [
              -99.31,
              43.33
            ],
            [
              -99.35,
              43.34
            ],
            [
              -99.35,
              43.39
            ],
            [
              -99.33,
              43.41
            ],
            [
              -99.31,
              43.41
            ],
            [
              -99.27,
              43.43
            ]
          ]
        ]
      },
      "raw_probability": 0.0609,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "c7d44041a51e9241a3bcfc3830f6378f8756087e219992b095706b08b780543a",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0609,
        "probability": 0.000877,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000877,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0418d6271398dd9a799dd9afa2bb7dde5487452e93a562efd154b107ecc33b1d"
      },
      "receipt_sha256": "0418d6271398dd9a799dd9afa2bb7dde5487452e93a562efd154b107ecc33b1d"
    },
    {
      "storm_id": "177112",
      "lat": 33.7823,
      "lon": -107.245,
      "motion_east": 2.6,
      "motion_south": -1.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1051.0,
      "ebshear": 26.0,
      "srh01": 78.0,
      "maxllaz": 0.005,
      "mesh": 0.24,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 78.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.8189
        },
        {
          "name": "alignment",
          "value": 0.4142
        },
        {
          "name": "tau",
          "value": 0.5879
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0605
      },
      "coherence_score": 0.5878676176071167,
      "coherence_diagnostics": {
        "tau": 0.5878676176071167,
        "grad_tau": 0.1475943624973297,
        "torsion": 0.0,
        "alignment": 0.4141533076763153,
        "S_field": 0.19294080138206482,
        "Gamma_field": 0.8823108673095703,
        "S_over_Gamma": 0.21867667138576508,
        "Da": 54.90131378173828,
        "E_coh": 0.6782313585281372,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.21,
              33.86
            ],
            [
              -107.19,
              33.86
            ],
            [
              -107.18,
              33.85
            ],
            [
              -107.17,
              33.86
            ],
            [
              -107.14,
              33.84
            ],
            [
              -107.14,
              33.81
            ],
            [
              -107.15,
              33.8
            ],
            [
              -107.15,
              33.78
            ],
            [
              -107.14,
              33.77
            ],
            [
              -107.14,
              33.71
            ],
            [
              -107.16,
              33.69
            ],
            [
              -107.2,
              33.69
            ],
            [
              -107.21,
              33.7
            ],
            [
              -107.24,
              33.7
            ],
            [
              -107.25,
              33.71
            ],
            [
              -107.3,
              33.71
            ],
            [
              -107.34,
              33.74
            ],
            [
              -107.38,
              33.76
            ],
            [
              -107.4,
              33.76
            ],
            [
              -107.41,
              33.77
            ],
            [
              -107.4,
              33.78
            ],
            [
              -107.4,
              33.81
            ],
            [
              -107.34,
              33.82
            ],
            [
              -107.3,
              33.85
            ],
            [
              -107.22,
              33.85
            ],
            [
              -107.21,
              33.86
            ]
          ]
        ]
      },
      "raw_probability": 0.0605,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "03759e014470db4537bbecf9208e83c1d57e2c05c5178b0700bb4fabe2e3013d",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0605,
        "probability": 0.000877,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000877,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f87545e8b923e1502c537685c1aba8d1a664d819552a51146e58dbbb4681f196"
      },
      "receipt_sha256": "f87545e8b923e1502c537685c1aba8d1a664d819552a51146e58dbbb4681f196"
    },
    {
      "storm_id": "177889",
      "lat": 47.558,
      "lon": -108.63,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 11.3189
        },
        {
          "name": "alignment",
          "value": -1.489
        },
        {
          "name": "tau",
          "value": 0.3083
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0595
      },
      "coherence_score": 0.30828744173049927,
      "coherence_diagnostics": {
        "tau": 0.30828744173049927,
        "grad_tau": 0.08070238679647446,
        "torsion": 0.0,
        "alignment": -1.4889837503433228,
        "S_field": 0.13836905360221863,
        "Gamma_field": 0.3206441402435303,
        "S_over_Gamma": 0.43153464794158936,
        "Da": 18.217010498046875,
        "E_coh": 0.5521997213363647,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.67,
              47.59
            ],
            [
              -108.57,
              47.59
            ],
            [
              -108.57,
              47.51
            ],
            [
              -108.67,
              47.51
            ],
            [
              -108.67,
              47.59
            ]
          ]
        ]
      },
      "raw_probability": 0.0595,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "76ff94b20d11a7c680c7ad08c3493239a48cb0dc98b773f5d077c29b5e9e71de",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0595,
        "probability": 0.000856,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000856,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9a02411af1b524b797f0414b5b0930633f80aff098ddd9db585ab1018ebfd075"
      },
      "receipt_sha256": "9a02411af1b524b797f0414b5b0930633f80aff098ddd9db585ab1018ebfd075"
    },
    {
      "storm_id": "177862",
      "lat": 33.9555,
      "lon": -106.8155,
      "motion_east": 2.2,
      "motion_south": -1.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 415.0,
      "ebshear": 26.0,
      "srh01": 40.0,
      "maxllaz": 0.002,
      "mesh": 0.36,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.4439
        },
        {
          "name": "alignment",
          "value": 1.6504
        },
        {
          "name": "tau",
          "value": 0.5723
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0589
      },
      "coherence_score": 0.5723012685775757,
      "coherence_diagnostics": {
        "tau": 0.5723012685775757,
        "grad_tau": 0.1312892735004425,
        "torsion": 0.0,
        "alignment": 1.6503777503967285,
        "S_field": 0.23430520296096802,
        "Gamma_field": 0.36064413189888,
        "S_over_Gamma": 0.6496853232383728,
        "Da": 23.148141860961914,
        "E_coh": 0.6109456419944763,
        "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": [
          [
            [
              -106.85,
              33.99
            ],
            [
              -106.81,
              33.99
            ],
            [
              -106.79,
              33.97
            ],
            [
              -106.78,
              33.97
            ],
            [
              -106.77,
              33.95
            ],
            [
              -106.77,
              33.92
            ],
            [
              -106.79,
              33.91
            ],
            [
              -106.84,
              33.91
            ],
            [
              -106.86,
              33.93
            ],
            [
              -106.86,
              33.98
            ],
            [
              -106.85,
              33.99
            ]
          ]
        ]
      },
      "raw_probability": 0.0589,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "02d40cc6c06230edbf771ca053209e3b4bae31c6cf1f26956232e6e374b8f4d5",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0589,
        "probability": 0.000856,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000856,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "be7e20c8bf2702e366f065c57630c84b433c68079cce3f18c3ae3af7f8a42def"
      },
      "receipt_sha256": "be7e20c8bf2702e366f065c57630c84b433c68079cce3f18c3ae3af7f8a42def"
    },
    {
      "storm_id": "177168",
      "lat": 44.0464,
      "lon": -101.222,
      "motion_east": 11.1,
      "motion_south": 6.1,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 220.0,
      "ebshear": 38.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.0689
        },
        {
          "name": "alignment",
          "value": 1.0475
        },
        {
          "name": "tau",
          "value": 0.4621
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0574
      },
      "coherence_score": 0.4621368646621704,
      "coherence_diagnostics": {
        "tau": 0.4621368646621704,
        "grad_tau": 0.05950569733977318,
        "torsion": 0.0,
        "alignment": 1.0475103855133057,
        "S_field": 0.1126842051744461,
        "Gamma_field": 0.3931441605091095,
        "S_over_Gamma": 0.28662312030792236,
        "Da": 23.977798461914062,
        "E_coh": 0.3294413685798645,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -101.21,
              44.11
            ],
            [
              -101.06,
              44.1
            ],
            [
              -101.05,
              44.09
            ],
            [
              -101.01,
              44.08
            ],
            [
              -100.98,
              44.05
            ],
            [
              -100.98,
              44.04
            ],
            [
              -101.0,
              44.01
            ],
            [
              -101.04,
              44.01
            ],
            [
              -101.05,
              44.0
            ],
            [
              -101.07,
              44.01
            ],
            [
              -101.16,
              44.01
            ],
            [
              -101.17,
              44.02
            ],
            [
              -101.3,
              44.03
            ],
            [
              -101.34,
              43.98
            ],
            [
              -101.39,
              43.98
            ],
            [
              -101.44,
              44.02
            ],
            [
              -101.47,
              44.02
            ],
            [
              -101.49,
              44.03
            ],
            [
              -101.49,
              44.07
            ],
            [
              -101.44,
              44.07
            ],
            [
              -101.43,
              44.06
            ],
            [
              -101.29,
              44.06
            ],
            [
              -101.26,
              44.1
            ],
            [
              -101.22,
              44.1
            ],
            [
              -101.21,
              44.11
            ]
          ]
        ]
      },
      "raw_probability": 0.0574,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "b244ccc08c4f6c4016ca0179237925e1cbfbf097f95f034ff65f07ed46532bbf",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0574,
        "probability": 0.000856,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000856,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e04c0b6060cb24c45cde51a419185a5ea21b3a57fb499ce4a1ac5f7318c1cdfe"
      },
      "receipt_sha256": "e04c0b6060cb24c45cde51a419185a5ea21b3a57fb499ce4a1ac5f7318c1cdfe"
    },
    {
      "storm_id": "177697",
      "lat": 38.331,
      "lon": -104.044,
      "motion_east": 3.5,
      "motion_south": -2.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2309.0,
      "ebshear": 34.0,
      "srh01": 17.0,
      "maxllaz": 0.003,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.8189
        },
        {
          "name": "alignment",
          "value": -1.6014
        },
        {
          "name": "tau",
          "value": 0.42
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0539
      },
      "coherence_score": 0.42000460624694824,
      "coherence_diagnostics": {
        "tau": 0.42000460624694824,
        "grad_tau": 0.026117000728845596,
        "torsion": 0.0,
        "alignment": -1.6014363765716553,
        "S_field": 0.08586648106575012,
        "Gamma_field": 0.3931441605091095,
        "S_over_Gamma": 0.21840965747833252,
        "Da": 23.835250854492188,
        "E_coh": 0.3078414797782898,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -104.05,
              38.37
            ],
            [
              -104.02,
              38.37
            ],
            [
              -104.01,
              38.36
            ],
            [
              -104.01,
              38.31
            ],
            [
              -104.02,
              38.31
            ],
            [
              -104.03,
              38.29
            ],
            [
              -104.07,
              38.29
            ],
            [
              -104.09,
              38.31
            ],
            [
              -104.09,
              38.33
            ],
            [
              -104.05,
              38.37
            ]
          ]
        ]
      },
      "raw_probability": 0.0539,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "35422dd7b9a55421c6363c29cb948c0e12144032ffc4e00ffbcf123fe88732cd",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0539,
        "probability": 0.000856,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000856,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "47e4a49ba3838962e1d4efa60bcccae41264290e30495ad150fd933cf1833857"
      },
      "receipt_sha256": "47e4a49ba3838962e1d4efa60bcccae41264290e30495ad150fd933cf1833857"
    },
    {
      "storm_id": "177430",
      "lat": 48.5706,
      "lon": -78.6922,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 67.0,
      "ebshear": 15.0,
      "srh01": 21.0,
      "maxllaz": 0.003,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.5689
        },
        {
          "name": "alignment",
          "value": 2.4591
        },
        {
          "name": "tau",
          "value": 0.2787
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0535
      },
      "coherence_score": 0.27867603302001953,
      "coherence_diagnostics": {
        "tau": 0.27867603302001953,
        "grad_tau": 0.23587049543857574,
        "torsion": 0.0,
        "alignment": 2.4591405391693115,
        "S_field": 0.13934750854969025,
        "Gamma_field": 0.1614774614572525,
        "S_over_Gamma": 0.8629533052444458,
        "Da": 9.694487571716309,
        "E_coh": 0.5032561421394348,
        "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": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.72,
              48.62
            ],
            [
              -78.71,
              48.61
            ],
            [
              -78.68,
              48.61
            ],
            [
              -78.67,
              48.6
            ],
            [
              -78.63,
              48.59
            ],
            [
              -78.61,
              48.57
            ],
            [
              -78.61,
              48.54
            ],
            [
              -78.63,
              48.52
            ],
            [
              -78.65,
              48.52
            ],
            [
              -78.66,
              48.51
            ],
            [
              -78.68,
              48.52
            ],
            [
              -78.71,
              48.52
            ],
            [
              -78.75,
              48.54
            ],
            [
              -78.77,
              48.56
            ],
            [
              -78.77,
              48.6
            ],
            [
              -78.76,
              48.61
            ],
            [
              -78.73,
              48.61
            ],
            [
              -78.72,
              48.62
            ]
          ]
        ]
      },
      "raw_probability": 0.0535,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "abe77f5f4003fd2eecbb46c06a3f4f640c53442886e8c58622b0299a8dcd074e",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0535,
        "probability": 0.000856,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000856,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2385650ab8b00c22777d256020ff2dc72e0a94286b0b6a5858e9925e249b1c17"
      },
      "receipt_sha256": "2385650ab8b00c22777d256020ff2dc72e0a94286b0b6a5858e9925e249b1c17"
    },
    {
      "storm_id": "177190",
      "lat": 40.3872,
      "lon": -100.5611,
      "motion_east": 2.9,
      "motion_south": 3.7,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2329.0,
      "ebshear": 39.0,
      "srh01": 52.0,
      "maxllaz": 0.015,
      "mesh": 0.59,
      "flash_rate": 16.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 52.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.8189
        },
        {
          "name": "alignment",
          "value": 1.6655
        },
        {
          "name": "tau",
          "value": 0.4194
        },
        {
          "name": "maxllaz",
          "value": 0.015
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0521
      },
      "coherence_score": 0.4193810820579529,
      "coherence_diagnostics": {
        "tau": 0.4193810820579529,
        "grad_tau": 0.012780479155480862,
        "torsion": 0.0,
        "alignment": 1.6655410528182983,
        "S_field": 0.11068367958068848,
        "Gamma_field": 0.7514775395393372,
        "S_over_Gamma": 0.14728806912899017,
        "Da": 46.7049446105957,
        "E_coh": 0.3753373920917511,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.48,
              40.47
            ],
            [
              -100.45,
              40.47
            ],
            [
              -100.42,
              40.42
            ],
            [
              -100.42,
              40.39
            ],
            [
              -100.45,
              40.34
            ],
            [
              -100.5,
              40.34
            ],
            [
              -100.51,
              40.33
            ],
            [
              -100.53,
              40.34
            ],
            [
              -100.61,
              40.34
            ],
            [
              -100.62,
              40.33
            ],
            [
              -100.68,
              40.33
            ],
            [
              -100.7,
              40.35
            ],
            [
              -100.7,
              40.39
            ],
            [
              -100.68,
              40.41
            ],
            [
              -100.65,
              40.41
            ],
            [
              -100.64,
              40.42
            ],
            [
              -100.58,
              40.42
            ],
            [
              -100.48,
              40.47
            ]
          ]
        ]
      },
      "raw_probability": 0.0521,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "01c53939c276eb9604902969171f58f4c373411ba2b06ac05f1deb76cbabc1df",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0521,
        "probability": 0.000856,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000856,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a3e09b1d6c9304a5c8f71526710f1fc436f8bbd94aac00331cde997740a457bf"
      },
      "receipt_sha256": "a3e09b1d6c9304a5c8f71526710f1fc436f8bbd94aac00331cde997740a457bf"
    },
    {
      "storm_id": "177753",
      "lat": 37.4012,
      "lon": -103.5106,
      "motion_east": 4.5,
      "motion_south": 2.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1175.0,
      "ebshear": 29.0,
      "srh01": 12.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.6939
        },
        {
          "name": "alignment",
          "value": -1.2762
        },
        {
          "name": "tau",
          "value": 0.3996
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0511
      },
      "coherence_score": 0.39964309334754944,
      "coherence_diagnostics": {
        "tau": 0.39964309334754944,
        "grad_tau": 0.024739183485507965,
        "torsion": 0.0,
        "alignment": -1.276205062866211,
        "S_field": 0.10829205811023712,
        "Gamma_field": 0.6606441736221313,
        "S_over_Gamma": 0.1639188826084137,
        "Da": 38.86009216308594,
        "E_coh": 0.3298059403896332,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.59,
              37.47
            ],
            [
              -103.57,
              37.46
            ],
            [
              -103.53,
              37.47
            ],
            [
              -103.46,
              37.41
            ],
            [
              -103.44,
              37.41
            ],
            [
              -103.39,
              37.36
            ],
            [
              -103.39,
              37.31
            ],
            [
              -103.4,
              37.3
            ],
            [
              -103.47,
              37.31
            ],
            [
              -103.5,
              37.34
            ],
            [
              -103.52,
              37.39
            ],
            [
              -103.54,
              37.41
            ],
            [
              -103.56,
              37.41
            ],
            [
              -103.57,
              37.42
            ],
            [
              -103.57,
              37.43
            ],
            [
              -103.59,
              37.45
            ],
            [
              -103.59,
              37.47
            ]
          ]
        ]
      },
      "raw_probability": 0.0511,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "430379c38008d899bb69b3f07c0070d3ad35894fd3f8fbea7f0de189d66789d3",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0511,
        "probability": 0.000856,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000856,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e9b3e43ae3d3d850bc444d1e8672154a728a0fa6be0907b2e569f07022a0800e"
      },
      "receipt_sha256": "e9b3e43ae3d3d850bc444d1e8672154a728a0fa6be0907b2e569f07022a0800e"
    },
    {
      "storm_id": "177030",
      "lat": 27.9426,
      "lon": -77.7688,
      "motion_east": 4.9,
      "motion_south": -2.0,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3681.0,
      "ebshear": 13.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.27,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.0689
        },
        {
          "name": "alignment",
          "value": -0.2534
        },
        {
          "name": "tau",
          "value": 1.9531
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.05
      },
      "coherence_score": 1.9530671834945679,
      "coherence_diagnostics": {
        "tau": 1.9530671834945679,
        "grad_tau": 0.1612047255039215,
        "torsion": 0.0,
        "alignment": -0.25340402126312256,
        "S_field": 0.4837972819805145,
        "Gamma_field": 0.32231080532073975,
        "S_over_Gamma": 1.501027226448059,
        "Da": 20.247385025024414,
        "E_coh": 0.9228639006614685,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.78,
              28.11
            ],
            [
              -77.77,
              28.11
            ],
            [
              -77.76,
              28.11
            ],
            [
              -77.75,
              28.11
            ],
            [
              -77.74,
              28.11
            ],
            [
              -77.73,
              28.11
            ],
            [
              -77.72,
              28.1
            ],
            [
              -77.71,
              28.09
            ],
            [
              -77.71,
              28.08
            ],
            [
              -77.71,
              28.07
            ],
            [
              -77.71,
              28.06
            ],
            [
              -77.71,
              28.05
            ],
            [
              -77.71,
              28.04
            ],
            [
              -77.72,
              28.03
            ],
            [
              -77.72,
              28.02
            ],
            [
              -77.72,
              28.01
            ],
            [
              -77.73,
              28.0
            ],
            [
              -77.73,
              27.99
            ],
            [
              -77.73,
              27.98
            ],
            [
              -77.74,
              27.97
            ],
            [
              -77.74,
              27.96
            ],
            [
              -77.75,
              27.95
            ],
            [
              -77.75,
              27.94
            ],
            [
              -77.76,
              27.93
            ],
            [
              -77.76,
              27.92
            ],
            [
              -77.76,
              27.91
            ],
            [
              -77.77,
              27.9
            ],
            [
              -77.78,
              27.89
            ],
            [
              -77.78,
              27.88
            ],
            [
              -77.78,
              27.87
            ],
            [
              -77.78,
              27.86
            ],
            [
              -77.77,
              27.85
            ],
            [
              -77.76,
              27.84
            ],
            [
              -77.75,
              27.84
            ],
            [
              -77.75,
              27.83
            ],
            [
              -77.75,
              27.82
            ],
            [
              -77.74,
              27.81
            ],
            [
              -77.74,
              27.8
            ],
            [
              -77.74,
              27.79
            ],
            [
              -77.74,
              27.78
            ],
            [
              -77.74,
              27.77
            ],
            [
              -77.75,
              27.76
            ],
            [
              -77.76,
              27.77
            ],
            [
              -77.76,
              27.78
            ],
            [
              -77.77,
              27.79
            ],
            [
              -77.78,
              27.8
            ],
            [
              -77.77,
              27.8
            ],
            [
              -77.76,
              27.81
            ],
            [
              -77.75,
              27.82
            ],
            [
              -77.76,
              27.83
            ],
            [
              -77.77,
              27.84
            ],
            [
              -77.78,
              27.84
            ],
            [
              -77.79,
              27.85
            ],
            [
              -77.79,
              27.86
            ],
            [
              -77.79,
              27.87
            ],
            [
              -77.8,
              27.88
            ],
            [
              -77.81,
              27.88
            ],
            [
              -77.82,
              27.88
            ],
            [
              -77.82,
              27.89
            ],
            [
              -77.83,
              27.9
            ],
            [
              -77.83,
              27.91
            ],
            [
              -77.83,
              27.92
            ],
            [
              -77.82,
              27.93
            ],
            [
              -77.82,
              27.94
            ],
            [
              -77.82,
              27.95
            ],
            [
              -77.81,
              27.96
            ],
            [
              -77.81,
              27.97
            ],
            [
              -77.81,
              27.98
            ],
            [
              -77.81,
              27.99
            ],
            [
              -77.8,
              28.0
            ],
            [
              -77.8,
              28.01
            ],
            [
              -77.8,
              28.02
            ],
            [
              -77.8,
              28.03
            ],
            [
              -77.8,
              28.04
            ],
            [
              -77.8,
              28.05
            ],
            [
              -77.8,
              28.06
            ],
            [
              -77.8,
              28.07
            ],
            [
              -77.8,
              28.08
            ],
            [
              -77.79,
              28.09
            ],
            [
              -77.79,
              28.1
            ],
            [
              -77.78,
              28.11
            ]
          ]
        ]
      },
      "raw_probability": 0.05,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "7f925b2036e92fe2f1f0697c3aedfff74d719c1ee2cb6b739d7c30484e75972c",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.05,
        "probability": 0.000856,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000856,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "00f3eea09ccd504b76f39bc44b33fd028a7460c684d87f03192d0f9fbc26c28d"
      },
      "receipt_sha256": "00f3eea09ccd504b76f39bc44b33fd028a7460c684d87f03192d0f9fbc26c28d"
    },
    {
      "storm_id": "177863",
      "lat": 30.846,
      "lon": -112.0812,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1885.0,
      "ebshear": 11.0,
      "srh01": 18.0,
      "maxllaz": 0.001,
      "mesh": 0.48,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.5689
        },
        {
          "name": "alignment",
          "value": 2.1423
        },
        {
          "name": "tau",
          "value": 0.3562
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0499
      },
      "coherence_score": 0.35617852210998535,
      "coherence_diagnostics": {
        "tau": 0.35617852210998535,
        "grad_tau": 0.08538447320461273,
        "torsion": 0.0,
        "alignment": 2.1422746181488037,
        "S_field": 0.12494514882564545,
        "Gamma_field": 1.7023108005523682,
        "S_over_Gamma": 0.07339737564325333,
        "Da": 103.26545715332031,
        "E_coh": 0.28702712059020996,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -112.16,
              30.96
            ],
            [
              -112.1,
              30.96
            ],
            [
              -112.08,
              30.95
            ],
            [
              -112.07,
              30.92
            ],
            [
              -112.05,
              30.9
            ],
            [
              -112.01,
              30.89
            ],
            [
              -111.99,
              30.87
            ],
            [
              -111.98,
              30.85
            ],
            [
              -111.98,
              30.8
            ],
            [
              -111.96,
              30.77
            ],
            [
              -111.96,
              30.72
            ],
            [
              -111.97,
              30.71
            ],
            [
              -112.02,
              30.71
            ],
            [
              -112.06,
              30.74
            ],
            [
              -112.07,
              30.74
            ],
            [
              -112.1,
              30.77
            ],
            [
              -112.11,
              30.81
            ],
            [
              -112.14,
              30.83
            ],
            [
              -112.16,
              30.83
            ],
            [
              -112.17,
              30.85
            ],
            [
              -112.19,
              30.86
            ],
            [
              -112.19,
              30.9
            ],
            [
              -112.17,
              30.92
            ],
            [
              -112.18,
              30.93
            ],
            [
              -112.16,
              30.96
            ]
          ]
        ]
      },
      "raw_probability": 0.0499,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "8c41229a5cbca08aaaadc66c172e012968d0f6bf5bb0d7489bc59109fcdb64a6",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0499,
        "probability": 0.000856,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000856,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "084a9e0277125cb821ffc083e05e0d1576c570e6df7444d4cd2aa41a33b54931"
      },
      "receipt_sha256": "084a9e0277125cb821ffc083e05e0d1576c570e6df7444d4cd2aa41a33b54931"
    },
    {
      "storm_id": "177559",
      "lat": 37.0092,
      "lon": -105.1317,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 108.0,
      "ebshear": 9.0,
      "srh01": 21.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.5689
        },
        {
          "name": "alignment",
          "value": -1.8709
        },
        {
          "name": "tau",
          "value": 0.3935
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0494
      },
      "coherence_score": 0.3934668302536011,
      "coherence_diagnostics": {
        "tau": 0.3934668302536011,
        "grad_tau": 0.027336502447724342,
        "torsion": 0.0,
        "alignment": -1.8709173202514648,
        "S_field": 0.15064501762390137,
        "Gamma_field": 0.6973108053207397,
        "S_over_Gamma": 0.21603712439537048,
        "Da": 41.13819122314453,
        "E_coh": 0.1464952677488327,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.12,
              37.06
            ],
            [
              -105.08,
              37.05
            ],
            [
              -105.07,
              37.02
            ],
            [
              -105.08,
              37.0
            ],
            [
              -105.12,
              36.96
            ],
            [
              -105.12,
              36.95
            ],
            [
              -105.17,
              36.95
            ],
            [
              -105.19,
              36.97
            ],
            [
              -105.19,
              37.01
            ],
            [
              -105.17,
              37.04
            ],
            [
              -105.15,
              37.04
            ],
            [
              -105.12,
              37.06
            ]
          ]
        ]
      },
      "raw_probability": 0.0494,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "141bb5ecc46252493e8e43bd168635dd08a76f1d269b32c54fcaa4ca01fbfebc",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0494,
        "probability": 0.000856,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000856,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f9b560a9bcde974dd3276575c4d19279d9bddbec5a2b9ed5f8925066890779bb"
      },
      "receipt_sha256": "f9b560a9bcde974dd3276575c4d19279d9bddbec5a2b9ed5f8925066890779bb"
    },
    {
      "storm_id": "177878",
      "lat": 39.475,
      "lon": -109.423,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 551.0,
      "ebshear": 27.0,
      "srh01": 5.0,
      "maxllaz": 0.002,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.3189
        },
        {
          "name": "alignment",
          "value": -1.1665
        },
        {
          "name": "tau",
          "value": 0.4186
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0479
      },
      "coherence_score": 0.41859692335128784,
      "coherence_diagnostics": {
        "tau": 0.41859692335128784,
        "grad_tau": 0.04825139790773392,
        "torsion": 0.0,
        "alignment": -1.1665147542953491,
        "S_field": 0.16510739922523499,
        "Gamma_field": 0.4548107981681824,
        "S_over_Gamma": 0.36302435398101807,
        "Da": 28.065101623535156,
        "E_coh": 0.4588794410228729,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.43,
              39.52
            ],
            [
              -109.41,
              39.52
            ],
            [
              -109.37,
              39.49
            ],
            [
              -109.37,
              39.45
            ],
            [
              -109.41,
              39.43
            ],
            [
              -109.45,
              39.43
            ],
            [
              -109.46,
              39.44
            ],
            [
              -109.45,
              39.46
            ],
            [
              -109.45,
              39.49
            ],
            [
              -109.43,
              39.52
            ]
          ]
        ]
      },
      "raw_probability": 0.0479,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "b8eca5d2497b6797fd56e67a1dcdd96f4ec8fcf4ac661975d5e9039f0b1b947e",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0479,
        "probability": 0.000856,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000856,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e726c81c5b41cb2de349d18e7c31c9113e006f42c7b33e6a0f4c46c0d036882a"
      },
      "receipt_sha256": "e726c81c5b41cb2de349d18e7c31c9113e006f42c7b33e6a0f4c46c0d036882a"
    },
    {
      "storm_id": "177574",
      "lat": 43.7886,
      "lon": -100.7,
      "motion_east": 4.7,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 179.0,
      "ebshear": 33.0,
      "srh01": 0.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.0689
        },
        {
          "name": "alignment",
          "value": 1.0475
        },
        {
          "name": "tau",
          "value": 0.4621
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0456
      },
      "coherence_score": 0.4621368646621704,
      "coherence_diagnostics": {
        "tau": 0.4621368646621704,
        "grad_tau": 0.05950569733977318,
        "torsion": 0.0,
        "alignment": 1.0475103855133057,
        "S_field": 0.1126842051744461,
        "Gamma_field": 0.3931441605091095,
        "S_over_Gamma": 0.28662312030792236,
        "Da": 23.977798461914062,
        "E_coh": 0.3294413685798645,
        "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": [
          [
            [
              -100.71,
              43.82
            ],
            [
              -100.67,
              43.81
            ],
            [
              -100.67,
              43.76
            ],
            [
              -100.68,
              43.75
            ],
            [
              -100.73,
              43.75
            ],
            [
              -100.73,
              43.81
            ],
            [
              -100.71,
              43.82
            ]
          ]
        ]
      },
      "raw_probability": 0.0456,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "6edc2f115bfc3aa6539970a9d36ef48be227b61b47d75630af1b189d1d586ba9",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0456,
        "probability": 0.000856,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000856,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d63eff7d440764a610264f46534f34c89afc5c49768c2f4dd45005f582ed34bb"
      },
      "receipt_sha256": "d63eff7d440764a610264f46534f34c89afc5c49768c2f4dd45005f582ed34bb"
    },
    {
      "storm_id": "177886",
      "lat": 33.1867,
      "lon": -108.3467,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 959.0,
      "ebshear": 24.0,
      "srh01": 23.0,
      "maxllaz": 0.002,
      "mesh": 0.14,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.3189
        },
        {
          "name": "alignment",
          "value": 3.1211
        },
        {
          "name": "tau",
          "value": 0.8209
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0447
      },
      "coherence_score": 0.8209086060523987,
      "coherence_diagnostics": {
        "tau": 0.8209086060523987,
        "grad_tau": 0.10675012320280075,
        "torsion": 0.0,
        "alignment": 3.1210732460021973,
        "S_field": 0.5884177684783936,
        "Gamma_field": 0.49397748708724976,
        "S_over_Gamma": 1.19118332862854,
        "Da": 30.832836151123047,
        "E_coh": 0.8145655393600464,
        "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": [
          [
            [
              -108.36,
              33.23
            ],
            [
              -108.31,
              33.23
            ],
            [
              -108.29,
              33.21
            ],
            [
              -108.29,
              33.16
            ],
            [
              -108.33,
              33.13
            ],
            [
              -108.35,
              33.13
            ],
            [
              -108.37,
              33.15
            ],
            [
              -108.37,
              33.17
            ],
            [
              -108.38,
              33.18
            ],
            [
              -108.38,
              33.21
            ],
            [
              -108.37,
              33.21
            ],
            [
              -108.36,
              33.23
            ]
          ]
        ]
      },
      "raw_probability": 0.0447,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "505108da3b590010a12342e862e1beec3c11dacff308a1f09f47eec5402bb5d7",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0447,
        "probability": 0.000856,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000856,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "459b302d7acf2e425d0b6b216d41a0c597a0b8850c8bc8e45d6026b65b901f12"
      },
      "receipt_sha256": "459b302d7acf2e425d0b6b216d41a0c597a0b8850c8bc8e45d6026b65b901f12"
    },
    {
      "storm_id": "177860",
      "lat": 36.6685,
      "lon": -104.8562,
      "motion_east": 4.6,
      "motion_south": 2.5,
      "valid_time": "20260728_050039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 141.0,
      "ebshear": 11.0,
      "srh01": 10.0,
      "maxllaz": 0.0,
      "mesh": 0.31,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.5689
        },
        {
          "name": "alignment",
          "value": -1.8709
        },
        {
          "name": "tau",
          "value": 0.3935
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0425
      },
      "coherence_score": 0.3934668302536011,
      "coherence_diagnostics": {
        "tau": 0.3934668302536011,
        "grad_tau": 0.027336502447724342,
        "torsion": 0.0,
        "alignment": -1.8709173202514648,
        "S_field": 0.15064501762390137,
        "Gamma_field": 0.6973108053207397,
        "S_over_Gamma": 0.21603712439537048,
        "Da": 41.13819122314453,
        "E_coh": 0.1464952677488327,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -104.89,
              36.74
            ],
            [
              -104.86,
              36.74
            ],
            [
              -104.82,
              36.71
            ],
            [
              -104.82,
              36.67
            ],
            [
              -104.8,
              36.64
            ],
            [
              -104.81,
              36.62
            ],
            [
              -104.8,
              36.58
            ],
            [
              -104.84,
              36.59
            ],
            [
              -104.84,
              36.62
            ],
            [
              -104.9,
              36.65
            ],
            [
              -104.93,
              36.68
            ],
            [
              -104.93,
              36.71
            ],
            [
              -104.89,
              36.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0425,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "bde363f8dd9d564869b6e7ee152e3731237f19a1e4c266eb8fd2788a57aee693",
        "issued_at": "2026-07-28T05:04:18Z",
        "raw_probability": 0.0425,
        "probability": 0.000856,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000856,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "da151d187252becd70687d4bd13a848fc698fc2442bb8341c90d4ba87bdbc407"
      },
      "receipt_sha256": "da151d187252becd70687d4bd13a848fc698fc2442bb8341c90d4ba87bdbc407"
    }
  ]
}