{
  "forecast_id": "to_fcst_20260803_2256",
  "hazard": "tornado",
  "issued_at": "2026-08-03T22:56:56Z",
  "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": 180,
  "top_probability": 0.0256,
  "source_artifacts": [
    "/data/live-tornadoes.json",
    "/data/tornado-storms.geojson"
  ],
  "storms": [
    {
      "storm_id": "273703",
      "lat": 46.2165,
      "lon": -69.4796,
      "motion_east": 10.8,
      "motion_south": -7.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0256,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 708.0,
      "ebshear": 40.0,
      "srh01": 147.0,
      "maxllaz": 0.003,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 147.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.7361
        },
        {
          "name": "alignment",
          "value": -7.3894
        },
        {
          "name": "tau",
          "value": 1.2546
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7487
      },
      "coherence_score": 1.2546221017837524,
      "coherence_diagnostics": {
        "tau": 1.2546221017837524,
        "grad_tau": 0.23657701909542084,
        "torsion": 0.0,
        "alignment": -7.389448165893555,
        "S_field": 0.4260244071483612,
        "Gamma_field": 0.23832030594348907,
        "S_over_Gamma": 1.7876126766204834,
        "Da": 12.817117691040039,
        "E_coh": 0.21777193248271942,
        "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": [
          [
            [
              -69.46,
              46.35
            ],
            [
              -69.44,
              46.35
            ],
            [
              -69.43,
              46.34
            ],
            [
              -69.43,
              46.31
            ],
            [
              -69.42,
              46.3
            ],
            [
              -69.42,
              46.28
            ],
            [
              -69.44,
              46.26
            ],
            [
              -69.46,
              46.26
            ],
            [
              -69.48,
              46.24
            ],
            [
              -69.47,
              46.21
            ],
            [
              -69.45,
              46.19
            ],
            [
              -69.45,
              46.06
            ],
            [
              -69.47,
              46.03
            ],
            [
              -69.51,
              46.03
            ],
            [
              -69.54,
              46.07
            ],
            [
              -69.54,
              46.1
            ],
            [
              -69.53,
              46.11
            ],
            [
              -69.53,
              46.16
            ],
            [
              -69.55,
              46.18
            ],
            [
              -69.55,
              46.22
            ],
            [
              -69.5,
              46.26
            ],
            [
              -69.5,
              46.32
            ],
            [
              -69.46,
              46.35
            ]
          ]
        ]
      },
      "raw_probability": 0.7487,
      "confidence_lo": 0.025,
      "confidence_hi": 0.0256,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "a206e218cc01580aee81c12c5e55ed9c1667839c23bfae18d5f136843e5d9917",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.7487,
        "probability": 0.025552,
        "confidence_lo": 0.024985,
        "confidence_hi": 0.025567,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7eea494b650365b7b2cdc3551c4620aa43d596cf0c4ab0def9c18a09e0e0d23f",
        "signature": {
          "alg": "ed25519",
          "sig": "b48263a9a906b4bcce087854e0f7276724386863e5dd05560913bdceebffd273a3691e833d33b1f298e75e004097f2c572225e56da7133da968cbf6fb4d4e503"
        }
      },
      "receipt_sha256": "7eea494b650365b7b2cdc3551c4620aa43d596cf0c4ab0def9c18a09e0e0d23f"
    },
    {
      "storm_id": "274627",
      "lat": 46.4392,
      "lon": -69.3746,
      "motion_east": 10.4,
      "motion_south": -6.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0256,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1016.0,
      "ebshear": 41.0,
      "srh01": 167.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 167.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.7361
        },
        {
          "name": "alignment",
          "value": -7.3894
        },
        {
          "name": "tau",
          "value": 1.2546
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7487
      },
      "coherence_score": 1.2546221017837524,
      "coherence_diagnostics": {
        "tau": 1.2546221017837524,
        "grad_tau": 0.23657701909542084,
        "torsion": 0.0,
        "alignment": -7.389448165893555,
        "S_field": 0.4260244071483612,
        "Gamma_field": 0.23832030594348907,
        "S_over_Gamma": 1.7876126766204834,
        "Da": 12.817117691040039,
        "E_coh": 0.21777193248271942,
        "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": [
          [
            [
              -69.35,
              46.49
            ],
            [
              -69.32,
              46.49
            ],
            [
              -69.31,
              46.48
            ],
            [
              -69.31,
              46.45
            ],
            [
              -69.33,
              46.44
            ],
            [
              -69.39,
              46.37
            ],
            [
              -69.43,
              46.37
            ],
            [
              -69.44,
              46.38
            ],
            [
              -69.44,
              46.41
            ],
            [
              -69.42,
              46.43
            ],
            [
              -69.41,
              46.43
            ],
            [
              -69.37,
              46.48
            ],
            [
              -69.35,
              46.49
            ]
          ]
        ]
      },
      "raw_probability": 0.7487,
      "confidence_lo": 0.025,
      "confidence_hi": 0.0256,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "a206e218cc01580aee81c12c5e55ed9c1667839c23bfae18d5f136843e5d9917",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.7487,
        "probability": 0.025552,
        "confidence_lo": 0.024985,
        "confidence_hi": 0.025567,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7eea494b650365b7b2cdc3551c4620aa43d596cf0c4ab0def9c18a09e0e0d23f",
        "signature": {
          "alg": "ed25519",
          "sig": "b48263a9a906b4bcce087854e0f7276724386863e5dd05560913bdceebffd273a3691e833d33b1f298e75e004097f2c572225e56da7133da968cbf6fb4d4e503"
        }
      },
      "receipt_sha256": "7eea494b650365b7b2cdc3551c4620aa43d596cf0c4ab0def9c18a09e0e0d23f"
    },
    {
      "storm_id": "274630",
      "lat": 44.9975,
      "lon": -69.8496,
      "motion_east": 12.2,
      "motion_south": -8.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0256,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 524.0,
      "ebshear": 46.0,
      "srh01": 176.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 176.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.6111
        },
        {
          "name": "alignment",
          "value": -8.9327
        },
        {
          "name": "tau",
          "value": 1.388
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7377
      },
      "coherence_score": 1.3879547119140625,
      "coherence_diagnostics": {
        "tau": 1.3879547119140625,
        "grad_tau": 0.18966048955917358,
        "torsion": 0.0,
        "alignment": -8.932662010192871,
        "S_field": 0.4694487750530243,
        "Gamma_field": 0.3708203434944153,
        "S_over_Gamma": 1.2659735679626465,
        "Da": 19.87027359008789,
        "E_coh": 0.2041037529706955,
        "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": [
          [
            [
              -69.84,
              45.16
            ],
            [
              -69.81,
              45.16
            ],
            [
              -69.79,
              45.15
            ],
            [
              -69.72,
              45.08
            ],
            [
              -69.72,
              45.06
            ],
            [
              -69.71,
              45.05
            ],
            [
              -69.76,
              44.94
            ],
            [
              -69.86,
              44.85
            ],
            [
              -69.87,
              44.82
            ],
            [
              -69.9,
              44.8
            ],
            [
              -69.94,
              44.8
            ],
            [
              -69.96,
              44.83
            ],
            [
              -69.96,
              44.86
            ],
            [
              -69.94,
              44.9
            ],
            [
              -69.92,
              44.91
            ],
            [
              -69.88,
              44.95
            ],
            [
              -69.87,
              44.95
            ],
            [
              -69.82,
              45.01
            ],
            [
              -69.82,
              45.04
            ],
            [
              -69.86,
              45.08
            ],
            [
              -69.87,
              45.1
            ],
            [
              -69.87,
              45.13
            ],
            [
              -69.86,
              45.15
            ],
            [
              -69.84,
              45.16
            ]
          ]
        ]
      },
      "raw_probability": 0.7377,
      "confidence_lo": 0.025,
      "confidence_hi": 0.0256,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "eb27f627201c5c656967f5691aa05fc48c43fa8852701be45f59a703e03e5b22",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.7377,
        "probability": 0.025552,
        "confidence_lo": 0.024985,
        "confidence_hi": 0.025567,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d59d0136fa50520a61cbfc64a67e85610fafb78acf83cf7cddc265342d5034bf",
        "signature": {
          "alg": "ed25519",
          "sig": "acbb72a4f91058be62ccac79653f7ff62abdbc5b3b06a8051144b8c08781750a797047c3258a579f8ee376df49c303b076611ff2908c924b113d73dd34891502"
        }
      },
      "receipt_sha256": "d59d0136fa50520a61cbfc64a67e85610fafb78acf83cf7cddc265342d5034bf"
    },
    {
      "storm_id": "273931",
      "lat": 43.888,
      "lon": -70.326,
      "motion_east": 10.5,
      "motion_south": -1.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0188,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 662.0,
      "ebshear": 44.0,
      "srh01": 158.0,
      "maxllaz": 0.007,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 158.0
        },
        {
          "name": "hrrr_pwat",
          "value": 60.2361
        },
        {
          "name": "alignment",
          "value": -12.2043
        },
        {
          "name": "tau",
          "value": 1.4545
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6738
      },
      "coherence_score": 1.454530119895935,
      "coherence_diagnostics": {
        "tau": 1.454530119895935,
        "grad_tau": 0.2304866760969162,
        "torsion": 0.0,
        "alignment": -12.204261779785156,
        "S_field": 0.5475871562957764,
        "Gamma_field": 0.20332030951976776,
        "S_over_Gamma": 2.6932241916656494,
        "Da": 11.043031692504883,
        "E_coh": 0.36901724338531494,
        "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": [
          [
            [
              -70.3,
              44.0
            ],
            [
              -70.28,
              44.0
            ],
            [
              -70.26,
              43.98
            ],
            [
              -70.26,
              43.95
            ],
            [
              -70.3,
              43.91
            ],
            [
              -70.29,
              43.79
            ],
            [
              -70.31,
              43.78
            ],
            [
              -70.32,
              43.76
            ],
            [
              -70.39,
              43.76
            ],
            [
              -70.42,
              43.78
            ],
            [
              -70.42,
              43.83
            ],
            [
              -70.36,
              43.88
            ],
            [
              -70.35,
              43.93
            ],
            [
              -70.33,
              43.97
            ],
            [
              -70.3,
              44.0
            ]
          ]
        ]
      },
      "raw_probability": 0.6738,
      "confidence_lo": 0.0184,
      "confidence_hi": 0.0188,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "7892c5790bf093a36b655544a3929563098ffd282f086e6194dae042e1d4f31d",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.6738,
        "probability": 0.018824,
        "confidence_lo": 0.018362,
        "confidence_hi": 0.018832,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0215577a5ce4c81299d3a54d70cfcbde630168146776fecd4f14911d2150702b",
        "signature": {
          "alg": "ed25519",
          "sig": "7d4a83414d346bf8470904cbbca160fb5e61bad0c638f8e4c5bae7c59c47125e96d888594828a198c38426cc21db668383c26f9537bf96ccbcbc266619a9e20a"
        }
      },
      "receipt_sha256": "0215577a5ce4c81299d3a54d70cfcbde630168146776fecd4f14911d2150702b"
    },
    {
      "storm_id": "274527",
      "lat": 45.427,
      "lon": -69.851,
      "motion_east": 7.2,
      "motion_south": -3.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0125,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 595.0,
      "ebshear": 40.0,
      "srh01": 175.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 175.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.6111
        },
        {
          "name": "alignment",
          "value": -3.6113
        },
        {
          "name": "tau",
          "value": 1.4269
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6253
      },
      "coherence_score": 1.4269061088562012,
      "coherence_diagnostics": {
        "tau": 1.4269061088562012,
        "grad_tau": 0.1275331974029541,
        "torsion": 0.0,
        "alignment": -3.6112828254699707,
        "S_field": 0.43969130516052246,
        "Gamma_field": 0.21248698234558105,
        "S_over_Gamma": 2.0692622661590576,
        "Da": 11.607719421386719,
        "E_coh": 0.21506428718566895,
        "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": [
          [
            [
              -69.86,
              45.46
            ],
            [
              -69.84,
              45.46
            ],
            [
              -69.84,
              45.45
            ],
            [
              -69.82,
              45.43
            ],
            [
              -69.82,
              45.4
            ],
            [
              -69.84,
              45.39
            ],
            [
              -69.87,
              45.39
            ],
            [
              -69.88,
              45.4
            ],
            [
              -69.88,
              45.43
            ],
            [
              -69.86,
              45.46
            ]
          ]
        ]
      },
      "raw_probability": 0.6253,
      "confidence_lo": 0.012,
      "confidence_hi": 0.0126,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "911a260919711c53dc1066bfccd63d96f198a07a6235e6d7af39d584e3d5d34a",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.6253,
        "probability": 0.012548,
        "confidence_lo": 0.012032,
        "confidence_hi": 0.012555,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a2ff921dbd456329c848dbe462795e1222d54d228889b7ae622eadd0459c0faa",
        "signature": {
          "alg": "ed25519",
          "sig": "b5ca964bae9d00e7cb8cff0579d681e2d463aa2761621088c6fc49f68a98041bc400af6cea1d427e0b8609cd3e529e6bace6565d3eb331712499e6fee03f7305"
        }
      },
      "receipt_sha256": "a2ff921dbd456329c848dbe462795e1222d54d228889b7ae622eadd0459c0faa"
    },
    {
      "storm_id": "274285",
      "lat": 47.9071,
      "lon": -70.1875,
      "motion_east": 9.9,
      "motion_south": -5.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0125,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 265.0,
      "ebshear": 30.0,
      "srh01": 125.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 125.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.4861
        },
        {
          "name": "alignment",
          "value": -11.4849
        },
        {
          "name": "tau",
          "value": 1.1739
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6093
      },
      "coherence_score": 1.173892617225647,
      "coherence_diagnostics": {
        "tau": 1.173892617225647,
        "grad_tau": 0.353684663772583,
        "torsion": 0.0,
        "alignment": -11.484916687011719,
        "S_field": 0.5176436901092529,
        "Gamma_field": 0.16998697817325592,
        "S_over_Gamma": 3.045196056365967,
        "Da": 9.582426071166992,
        "E_coh": 0.28306230902671814,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -70.15,
              48.07
            ],
            [
              -70.12,
              48.07
            ],
            [
              -70.08,
              48.03
            ],
            [
              -70.08,
              48.0
            ],
            [
              -70.07,
              47.98
            ],
            [
              -70.08,
              47.96
            ],
            [
              -70.12,
              47.92
            ],
            [
              -70.15,
              47.91
            ],
            [
              -70.18,
              47.88
            ],
            [
              -70.18,
              47.83
            ],
            [
              -70.21,
              47.8
            ],
            [
              -70.21,
              47.78
            ],
            [
              -70.24,
              47.75
            ],
            [
              -70.27,
              47.75
            ],
            [
              -70.29,
              47.74
            ],
            [
              -70.31,
              47.76
            ],
            [
              -70.31,
              47.81
            ],
            [
              -70.29,
              47.83
            ],
            [
              -70.29,
              47.85
            ],
            [
              -70.19,
              47.94
            ],
            [
              -70.19,
              47.98
            ],
            [
              -70.17,
              48.01
            ],
            [
              -70.17,
              48.05
            ],
            [
              -70.15,
              48.07
            ]
          ]
        ]
      },
      "raw_probability": 0.6093,
      "confidence_lo": 0.012,
      "confidence_hi": 0.0126,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "b00182d5dfe8d8fdd6b8a84e7b6a19c354621e172e22ac63f2bd545b25ae24b7",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.6093,
        "probability": 0.012548,
        "confidence_lo": 0.012032,
        "confidence_hi": 0.012555,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e95ff5e676d8d79f2740ddb208c969b5213f5068820eeb89abef32ecf61c60e4",
        "signature": {
          "alg": "ed25519",
          "sig": "611186040b2d990c0edb994e38a68b20169b35a3703ecb9ef88244e9b5c3c7cd37005cd69dd3b3c9eb8cf7d3b3861e35fe70f0941770320710aad1b02e617901"
        }
      },
      "receipt_sha256": "e95ff5e676d8d79f2740ddb208c969b5213f5068820eeb89abef32ecf61c60e4"
    },
    {
      "storm_id": "274629",
      "lat": 45.3632,
      "lon": -69.6842,
      "motion_east": 8.7,
      "motion_south": -4.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0125,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 428.0,
      "ebshear": 44.0,
      "srh01": 186.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 186.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.6111
        },
        {
          "name": "alignment",
          "value": -3.6113
        },
        {
          "name": "tau",
          "value": 1.4269
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6011
      },
      "coherence_score": 1.4269061088562012,
      "coherence_diagnostics": {
        "tau": 1.4269061088562012,
        "grad_tau": 0.1275331974029541,
        "torsion": 0.0,
        "alignment": -3.6112828254699707,
        "S_field": 0.43969130516052246,
        "Gamma_field": 0.21248698234558105,
        "S_over_Gamma": 2.0692622661590576,
        "Da": 11.607719421386719,
        "E_coh": 0.21506428718566895,
        "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": [
          [
            [
              -69.69,
              45.45
            ],
            [
              -69.67,
              45.45
            ],
            [
              -69.66,
              45.44
            ],
            [
              -69.65,
              45.42
            ],
            [
              -69.65,
              45.39
            ],
            [
              -69.63,
              45.35
            ],
            [
              -69.63,
              45.28
            ],
            [
              -69.64,
              45.26
            ],
            [
              -69.66,
              45.25
            ],
            [
              -69.69,
              45.25
            ],
            [
              -69.71,
              45.27
            ],
            [
              -69.71,
              45.29
            ],
            [
              -69.72,
              45.3
            ],
            [
              -69.72,
              45.37
            ],
            [
              -69.73,
              45.38
            ],
            [
              -69.73,
              45.42
            ],
            [
              -69.72,
              45.44
            ],
            [
              -69.7,
              45.44
            ],
            [
              -69.69,
              45.45
            ]
          ]
        ]
      },
      "raw_probability": 0.6011,
      "confidence_lo": 0.012,
      "confidence_hi": 0.0126,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "7654df13887a10f322f70b4604ece658cfb90d1747bc2e23b526cd2eeef0869b",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.6011,
        "probability": 0.012548,
        "confidence_lo": 0.012032,
        "confidence_hi": 0.012555,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2fc89302c37cb052be283d1115fcd8f99c63a5964c43fa635a34da73a16f8752",
        "signature": {
          "alg": "ed25519",
          "sig": "0db714a07337484b06ff34d7321780ca2fb8adc22ba1fbcc739e6dd20b674a7c59cbf5889fe0544e6fa12fca5e4f85b4643724171b42f5f95dcab7b4dd4f8607"
        }
      },
      "receipt_sha256": "2fc89302c37cb052be283d1115fcd8f99c63a5964c43fa635a34da73a16f8752"
    },
    {
      "storm_id": "274368",
      "lat": 44.5388,
      "lon": -70.0212,
      "motion_east": 5.9,
      "motion_south": -1.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0125,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 648.0,
      "ebshear": 43.0,
      "srh01": 185.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 185.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.6111
        },
        {
          "name": "alignment",
          "value": -8.9327
        },
        {
          "name": "tau",
          "value": 1.388
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5946
      },
      "coherence_score": 1.3879547119140625,
      "coherence_diagnostics": {
        "tau": 1.3879547119140625,
        "grad_tau": 0.18966048955917358,
        "torsion": 0.0,
        "alignment": -8.932662010192871,
        "S_field": 0.4694487750530243,
        "Gamma_field": 0.3708203434944153,
        "S_over_Gamma": 1.2659735679626465,
        "Da": 19.87027359008789,
        "E_coh": 0.2041037529706955,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -70.03,
              44.62
            ],
            [
              -69.99,
              44.62
            ],
            [
              -70.0,
              44.61
            ],
            [
              -69.98,
              44.59
            ],
            [
              -69.98,
              44.54
            ],
            [
              -69.97,
              44.53
            ],
            [
              -69.97,
              44.49
            ],
            [
              -69.96,
              44.48
            ],
            [
              -69.97,
              44.47
            ],
            [
              -70.05,
              44.46
            ],
            [
              -70.07,
              44.48
            ],
            [
              -70.08,
              44.48
            ],
            [
              -70.08,
              44.51
            ],
            [
              -70.07,
              44.52
            ],
            [
              -70.08,
              44.54
            ],
            [
              -70.05,
              44.6
            ],
            [
              -70.03,
              44.62
            ]
          ]
        ]
      },
      "raw_probability": 0.5946,
      "confidence_lo": 0.012,
      "confidence_hi": 0.0125,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "038ca8ed23e81f739cbcbed9f3712bf3d2dbfb6a92087e3750147c80dfb9c359",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.5946,
        "probability": 0.012472,
        "confidence_lo": 0.012032,
        "confidence_hi": 0.012478,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8aa9e6b37fa290a95a1668c41e0ecf034dd5c0c9a592969d7e0d7239709589e3",
        "signature": {
          "alg": "ed25519",
          "sig": "465aaabdcff845861bda617e8ffbb9cda2fa28d817c066e7880d6a5b7ba69829d61e9764f3707a2072f3728fd0b653d5633c7aa4c8680c77c05603b4bfb30a0c"
        }
      },
      "receipt_sha256": "8aa9e6b37fa290a95a1668c41e0ecf034dd5c0c9a592969d7e0d7239709589e3"
    },
    {
      "storm_id": "274576",
      "lat": 48.48,
      "lon": -69.9373,
      "motion_east": 9.9,
      "motion_south": -8.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0072,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 213.0,
      "ebshear": 24.0,
      "srh01": 113.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 113.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.3611
        },
        {
          "name": "alignment",
          "value": -12.1675
        },
        {
          "name": "tau",
          "value": 0.7229
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5616
      },
      "coherence_score": 0.7228583097457886,
      "coherence_diagnostics": {
        "tau": 0.7228583097457886,
        "grad_tau": 0.5888547897338867,
        "torsion": 0.0,
        "alignment": -12.16746997833252,
        "S_field": 0.4491652548313141,
        "Gamma_field": 0.15748697519302368,
        "S_over_Gamma": 2.852078676223755,
        "Da": 8.994759559631348,
        "E_coh": 0.7552225589752197,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "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": [
          [
            [
              -69.92,
              48.53
            ],
            [
              -69.9,
              48.53
            ],
            [
              -69.89,
              48.52
            ],
            [
              -69.89,
              48.5
            ],
            [
              -69.9,
              48.49
            ],
            [
              -69.9,
              48.47
            ],
            [
              -69.92,
              48.45
            ],
            [
              -69.92,
              48.43
            ],
            [
              -69.95,
              48.41
            ],
            [
              -69.99,
              48.42
            ],
            [
              -70.01,
              48.44
            ],
            [
              -70.01,
              48.48
            ],
            [
              -69.98,
              48.5
            ],
            [
              -69.96,
              48.5
            ],
            [
              -69.92,
              48.53
            ]
          ]
        ]
      },
      "raw_probability": 0.5616,
      "confidence_lo": 0.0065,
      "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "61e32d34de8c1df174f8127bd9679efe98ae184e4c1bb77d7d94f181b561328f",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.5616,
        "probability": 0.007189,
        "confidence_lo": 0.00647,
        "confidence_hi": 0.007194,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "da1f637768eecda87e1c9f13cc42ecf400b98e6edf3c33c7a2563c3acb92da4f",
        "signature": {
          "alg": "ed25519",
          "sig": "eea4476838b4c04a01d996859b31ff454a9ee46908788d1414d11e6996bd852cbbd1b462193107f7fd1ac68d09819f8ce4e8af70b952a4280e6b528eeb934701"
        }
      },
      "receipt_sha256": "da1f637768eecda87e1c9f13cc42ecf400b98e6edf3c33c7a2563c3acb92da4f"
    },
    {
      "storm_id": "274074",
      "lat": 48.6778,
      "lon": -69.7144,
      "motion_east": 9.9,
      "motion_south": -8.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0072,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 216.0,
      "ebshear": 19.0,
      "srh01": 128.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 128.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.3611
        },
        {
          "name": "alignment",
          "value": -12.1675
        },
        {
          "name": "tau",
          "value": 0.7229
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.558
      },
      "coherence_score": 0.7228583097457886,
      "coherence_diagnostics": {
        "tau": 0.7228583097457886,
        "grad_tau": 0.5888547897338867,
        "torsion": 0.0,
        "alignment": -12.16746997833252,
        "S_field": 0.4491652548313141,
        "Gamma_field": 0.15748697519302368,
        "S_over_Gamma": 2.852078676223755,
        "Da": 8.994759559631348,
        "E_coh": 0.7552225589752197,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "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": [
          [
            [
              -69.73,
              48.72
            ],
            [
              -69.68,
              48.72
            ],
            [
              -69.67,
              48.71
            ],
            [
              -69.67,
              48.66
            ],
            [
              -69.7,
              48.62
            ],
            [
              -69.74,
              48.62
            ],
            [
              -69.76,
              48.64
            ],
            [
              -69.75,
              48.69
            ],
            [
              -69.73,
              48.72
            ]
          ]
        ]
      },
      "raw_probability": 0.558,
      "confidence_lo": 0.0065,
      "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "cfc650ca8e49470fea78c184696b6a11ec90a86c23566ebdcb6c2ae816755651",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.558,
        "probability": 0.007189,
        "confidence_lo": 0.00647,
        "confidence_hi": 0.007194,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "420c5c6affcf6600dc9a144a0a0ba8bce03c34e2dbf75bbb012bf5ec2b7223e2",
        "signature": {
          "alg": "ed25519",
          "sig": "4f79a3eec55c0777db76f1382ceee3454b6106de7a52071573fb52f5382221e0d590e7dea0b91755035be5169c437d0c37c8e3ef23a27a85d9cb0ac44637280e"
        }
      },
      "receipt_sha256": "420c5c6affcf6600dc9a144a0a0ba8bce03c34e2dbf75bbb012bf5ec2b7223e2"
    },
    {
      "storm_id": "274426",
      "lat": 48.8823,
      "lon": -71.1977,
      "motion_east": 8.5,
      "motion_south": -6.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0072,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 194.0,
      "ebshear": 18.0,
      "srh01": 70.0,
      "maxllaz": 0.015,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 70.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.1111
        },
        {
          "name": "alignment",
          "value": -12.1833
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.015
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5564
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.758506178855896,
        "torsion": 0.0,
        "alignment": -12.18328857421875,
        "S_field": 0.5496827363967896,
        "Gamma_field": 0.1533203125,
        "S_over_Gamma": 3.5851919651031494,
        "Da": 9.599080085754395,
        "E_coh": 0.7222347259521484,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "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": [
          [
            [
              -71.23,
              48.99
            ],
            [
              -71.18,
              48.96
            ],
            [
              -71.16,
              48.96
            ],
            [
              -71.14,
              48.94
            ],
            [
              -71.12,
              48.9
            ],
            [
              -71.12,
              48.87
            ],
            [
              -71.09,
              48.83
            ],
            [
              -71.1,
              48.78
            ],
            [
              -71.12,
              48.76
            ],
            [
              -71.17,
              48.76
            ],
            [
              -71.18,
              48.77
            ],
            [
              -71.18,
              48.78
            ],
            [
              -71.2,
              48.8
            ],
            [
              -71.2,
              48.82
            ],
            [
              -71.26,
              48.88
            ],
            [
              -71.26,
              48.89
            ],
            [
              -71.28,
              48.91
            ],
            [
              -71.28,
              48.93
            ],
            [
              -71.3,
              48.95
            ],
            [
              -71.29,
              48.97
            ],
            [
              -71.26,
              48.97
            ],
            [
              -71.23,
              48.99
            ]
          ]
        ]
      },
      "raw_probability": 0.5564,
      "confidence_lo": 0.0065,
      "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "f882364448b8f7fb6033ee807a73024367009e49c52ee4bc2eb906c742ff03f9",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.5564,
        "probability": 0.007189,
        "confidence_lo": 0.00647,
        "confidence_hi": 0.007194,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c8e2cc58bb88740d5c9a12a00bd7be9a01184455a411910b6eb6d5b4088e8a57",
        "signature": {
          "alg": "ed25519",
          "sig": "3f7d200879da67f65b35231c555d0c9463c85c7629dab25b6a75e7a27bdfa7f962cd00fbb3eef08184fdcf81b35ef6d10e8fb9b0294cd71f2c840c9db3d84508"
        }
      },
      "receipt_sha256": "c8e2cc58bb88740d5c9a12a00bd7be9a01184455a411910b6eb6d5b4088e8a57"
    },
    {
      "storm_id": "272752",
      "lat": 46.7956,
      "lon": -71.1475,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0066,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 757.0,
      "ebshear": 41.0,
      "srh01": 118.0,
      "maxllaz": 0.006,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 118.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.8611
        },
        {
          "name": "alignment",
          "value": -9.1505
        },
        {
          "name": "tau",
          "value": 1.458
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5531
      },
      "coherence_score": 1.4580398797988892,
      "coherence_diagnostics": {
        "tau": 1.4580398797988892,
        "grad_tau": 0.12290775775909424,
        "torsion": 0.0,
        "alignment": -9.150456428527832,
        "S_field": 0.6022697687149048,
        "Gamma_field": 0.16082032024860382,
        "S_over_Gamma": 3.744985580444336,
        "Da": 8.854902267456055,
        "E_coh": 0.6327903866767883,
        "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": 6,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -71.11,
              46.86
            ],
            [
              -71.07,
              46.86
            ],
            [
              -71.06,
              46.85
            ],
            [
              -71.06,
              46.8
            ],
            [
              -71.1,
              46.78
            ],
            [
              -71.11,
              46.79
            ],
            [
              -71.14,
              46.78
            ],
            [
              -71.2,
              46.71
            ],
            [
              -71.23,
              46.71
            ],
            [
              -71.25,
              46.72
            ],
            [
              -71.25,
              46.76
            ],
            [
              -71.24,
              46.78
            ],
            [
              -71.16,
              46.8
            ],
            [
              -71.14,
              46.82
            ],
            [
              -71.13,
              46.85
            ],
            [
              -71.11,
              46.86
            ]
          ]
        ]
      },
      "raw_probability": 0.5531,
      "confidence_lo": 0.0065,
      "confidence_hi": 0.0066,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "78fa2f4d1dc0bf4f1405777d83c450d7d7378c3f71d2cd34de89426d506e0f23",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.5531,
        "probability": 0.006573,
        "confidence_lo": 0.00647,
        "confidence_hi": 0.006574,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b0fc0ae50dea92b5a59cdd470b0101e5815a69e816d04ddea6cd6c4b98f67c2a",
        "signature": {
          "alg": "ed25519",
          "sig": "31caa3c7c424157f3b54b4e9947eb44cc6f0bcfc1f2ed8a6f9011ecaba3bb393880e11888e0446d5636d87eed146a7640ae6eeab099233189d278a3ce32b030d"
        }
      },
      "receipt_sha256": "b0fc0ae50dea92b5a59cdd470b0101e5815a69e816d04ddea6cd6c4b98f67c2a"
    },
    {
      "storm_id": "272808",
      "lat": 48.7967,
      "lon": -68.9833,
      "motion_east": 8.4,
      "motion_south": -6.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0066,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 284.0,
      "ebshear": 23.0,
      "srh01": 276.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 276.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.1111
        },
        {
          "name": "alignment",
          "value": -14.5583
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5257
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.6637652516365051,
        "torsion": 0.0,
        "alignment": -14.55828857421875,
        "S_field": 0.5960610508918762,
        "Gamma_field": 0.15748697519302368,
        "S_over_Gamma": 3.784827709197998,
        "Da": 9.204824447631836,
        "E_coh": 0.7699803709983826,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 6,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -69.0,
              48.85
            ],
            [
              -68.96,
              48.85
            ],
            [
              -68.93,
              48.81
            ],
            [
              -68.93,
              48.78
            ],
            [
              -68.97,
              48.73
            ],
            [
              -69.0,
              48.73
            ],
            [
              -69.03,
              48.77
            ],
            [
              -69.03,
              48.8
            ],
            [
              -69.0,
              48.85
            ]
          ]
        ]
      },
      "raw_probability": 0.5257,
      "confidence_lo": 0.0065,
      "confidence_hi": 0.0066,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "c2807a745bd25852b0f457d37067e2f79455276c5edee9f1f394bd5a269b8cde",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.5257,
        "probability": 0.006573,
        "confidence_lo": 0.00647,
        "confidence_hi": 0.006574,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "92dce32a1c5dfacd8996b3651d5123eaa4190b130a3b7eede76bf763fb3deb96",
        "signature": {
          "alg": "ed25519",
          "sig": "5a9aff1782433cc6ddcefdc9ad3135665101943d034e42649853b436c7f867f5f596a42de384de0a8ad1e19a3620eeee40f55cdabc70080f3c5ccbc23a736e03"
        }
      },
      "receipt_sha256": "92dce32a1c5dfacd8996b3651d5123eaa4190b130a3b7eede76bf763fb3deb96"
    },
    {
      "storm_id": "274625",
      "lat": 49.07,
      "lon": -71.2158,
      "motion_east": 8.0,
      "motion_south": -5.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0066,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 89.0,
      "ebshear": 14.0,
      "srh01": 83.0,
      "maxllaz": 0.008,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 83.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.1111
        },
        {
          "name": "alignment",
          "value": -12.1833
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.466
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.758506178855896,
        "torsion": 0.0,
        "alignment": -12.18328857421875,
        "S_field": 0.5496827363967896,
        "Gamma_field": 0.1533203125,
        "S_over_Gamma": 3.5851919651031494,
        "Da": 9.599080085754395,
        "E_coh": 0.7222347259521484,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "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": [
          [
            [
              -71.25,
              49.11
            ],
            [
              -71.2,
              49.11
            ],
            [
              -71.19,
              49.1
            ],
            [
              -71.19,
              49.09
            ],
            [
              -71.17,
              49.07
            ],
            [
              -71.17,
              49.03
            ],
            [
              -71.18,
              49.01
            ],
            [
              -71.22,
              49.01
            ],
            [
              -71.25,
              49.04
            ],
            [
              -71.26,
              49.06
            ],
            [
              -71.26,
              49.1
            ],
            [
              -71.25,
              49.11
            ]
          ]
        ]
      },
      "raw_probability": 0.466,
      "confidence_lo": 0.0065,
      "confidence_hi": 0.0066,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "988414778d9ed8911898f7e561978a421a8accfa35c3d80b0df3b439d7184419",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.466,
        "probability": 0.006573,
        "confidence_lo": 0.00647,
        "confidence_hi": 0.006574,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a3fb4e81924f5bc5cfaf904a872a6d017b8a243eaa6b916e8703b4c0bc1b14ee",
        "signature": {
          "alg": "ed25519",
          "sig": "062dca5cbc8b1c95ed46ef8148c8336de4ee3e2663641d76b5d6b7715623f8ceca00081dce78cfc91b97fa98e7962389bc3251dcd1db11e3235e6bc9650ac407"
        }
      },
      "receipt_sha256": "a3fb4e81924f5bc5cfaf904a872a6d017b8a243eaa6b916e8703b4c0bc1b14ee"
    },
    {
      "storm_id": "274366",
      "lat": 46.7991,
      "lon": -69.2164,
      "motion_east": 4.3,
      "motion_south": 0.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0059,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 903.0,
      "ebshear": 42.0,
      "srh01": 154.0,
      "maxllaz": 0.003,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 154.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.6111
        },
        {
          "name": "alignment",
          "value": -11.0703
        },
        {
          "name": "tau",
          "value": 1.2062
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4077
      },
      "coherence_score": 1.206221342086792,
      "coherence_diagnostics": {
        "tau": 1.206221342086792,
        "grad_tau": 0.25584855675697327,
        "torsion": 0.0,
        "alignment": -11.070284843444824,
        "S_field": 0.41309744119644165,
        "Gamma_field": 0.19582030177116394,
        "S_over_Gamma": 2.10957407951355,
        "Da": 10.829902648925781,
        "E_coh": 0.25999942421913147,
        "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": [
          [
            [
              -69.24,
              46.84
            ],
            [
              -69.2,
              46.84
            ],
            [
              -69.18,
              46.82
            ],
            [
              -69.18,
              46.79
            ],
            [
              -69.17,
              46.77
            ],
            [
              -69.19,
              46.75
            ],
            [
              -69.22,
              46.75
            ],
            [
              -69.25,
              46.77
            ],
            [
              -69.25,
              46.8
            ],
            [
              -69.26,
              46.82
            ],
            [
              -69.24,
              46.84
            ]
          ]
        ]
      },
      "raw_probability": 0.4077,
      "confidence_lo": 0.0055,
      "confidence_hi": 0.0059,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "7041f7126994fc27dfb4f89be7156852eb285cac06ec31da4ba5dc347edae182",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.4077,
        "probability": 0.005892,
        "confidence_lo": 0.005474,
        "confidence_hi": 0.005895,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "30192625993b7f87b5f18a0e8681862f1f01c00a2f980384979c56442ea89b13",
        "signature": {
          "alg": "ed25519",
          "sig": "49fc4f683f15f2f5320768672d3d0734090499b77c161808545083b351d4ddb77ed7df60364677de323b071959df3e9618a7190a26adbecc7fdc522a4d2e2304"
        }
      },
      "receipt_sha256": "30192625993b7f87b5f18a0e8681862f1f01c00a2f980384979c56442ea89b13"
    },
    {
      "storm_id": "274628",
      "lat": 45.554,
      "lon": -69.578,
      "motion_east": 4.4,
      "motion_south": 0.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 586.0,
      "ebshear": 48.0,
      "srh01": 165.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 165.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.6111
        },
        {
          "name": "alignment",
          "value": -3.6113
        },
        {
          "name": "tau",
          "value": 1.4269
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3684
      },
      "coherence_score": 1.4269061088562012,
      "coherence_diagnostics": {
        "tau": 1.4269061088562012,
        "grad_tau": 0.1275331974029541,
        "torsion": 0.0,
        "alignment": -3.6112828254699707,
        "S_field": 0.43969130516052246,
        "Gamma_field": 0.21248698234558105,
        "S_over_Gamma": 2.0692622661590576,
        "Da": 11.607719421386719,
        "E_coh": 0.21506428718566895,
        "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": [
          [
            [
              -69.58,
              45.59
            ],
            [
              -69.56,
              45.57
            ],
            [
              -69.55,
              45.57
            ],
            [
              -69.54,
              45.55
            ],
            [
              -69.54,
              45.53
            ],
            [
              -69.58,
              45.5
            ],
            [
              -69.62,
              45.52
            ],
            [
              -69.62,
              45.55
            ],
            [
              -69.61,
              45.57
            ],
            [
              -69.58,
              45.59
            ]
          ]
        ]
      },
      "raw_probability": 0.3684,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "fc0bd587784b41e53ae52672129449976f4922d4431eee6c1ea46cf6b632816b",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.3684,
        "probability": 0.003138,
        "confidence_lo": 0.003051,
        "confidence_hi": 0.003138,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "77a5a147ba667612cf4dc4cef282a6178bfdc3f4c8ea266014b5023def2c4710",
        "signature": {
          "alg": "ed25519",
          "sig": "99b67fb2077e0ca0d6858fe0b66faa3c785ec9f91f3757eb2939de8a4029af0d30a979c43298516d2f6da0cc76c084763f0da61ce91cd75a37a2656b8831c208"
        }
      },
      "receipt_sha256": "77a5a147ba667612cf4dc4cef282a6178bfdc3f4c8ea266014b5023def2c4710"
    },
    {
      "storm_id": "274558",
      "lat": 42.2306,
      "lon": -71.3135,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 757.0,
      "ebshear": 45.0,
      "srh01": 150.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 150.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.9861
        },
        {
          "name": "alignment",
          "value": 9.0047
        },
        {
          "name": "tau",
          "value": 1.5795
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3393
      },
      "coherence_score": 1.5794516801834106,
      "coherence_diagnostics": {
        "tau": 1.5794516801834106,
        "grad_tau": 0.046066347509622574,
        "torsion": 0.0,
        "alignment": 9.004693031311035,
        "S_field": 0.48741841316223145,
        "Gamma_field": 0.15665364265441895,
        "S_over_Gamma": 3.1114399433135986,
        "Da": 8.430347442626953,
        "E_coh": 0.5775862336158752,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -71.28,
              42.27
            ],
            [
              -71.27,
              42.27
            ],
            [
              -71.26,
              42.27
            ],
            [
              -71.26,
              42.26
            ],
            [
              -71.25,
              42.25
            ],
            [
              -71.26,
              42.24
            ],
            [
              -71.27,
              42.24
            ],
            [
              -71.28,
              42.24
            ],
            [
              -71.29,
              42.24
            ],
            [
              -71.3,
              42.24
            ],
            [
              -71.31,
              42.24
            ],
            [
              -71.32,
              42.23
            ],
            [
              -71.32,
              42.22
            ],
            [
              -71.33,
              42.21
            ],
            [
              -71.34,
              42.2
            ],
            [
              -71.33,
              42.19
            ],
            [
              -71.32,
              42.19
            ],
            [
              -71.33,
              42.19
            ],
            [
              -71.34,
              42.19
            ],
            [
              -71.35,
              42.18
            ],
            [
              -71.35,
              42.19
            ],
            [
              -71.35,
              42.2
            ],
            [
              -71.35,
              42.21
            ],
            [
              -71.36,
              42.22
            ],
            [
              -71.36,
              42.23
            ],
            [
              -71.36,
              42.24
            ],
            [
              -71.35,
              42.24
            ],
            [
              -71.34,
              42.24
            ],
            [
              -71.33,
              42.25
            ],
            [
              -71.32,
              42.24
            ],
            [
              -71.31,
              42.24
            ],
            [
              -71.3,
              42.25
            ],
            [
              -71.29,
              42.26
            ],
            [
              -71.28,
              42.27
            ]
          ]
        ]
      },
      "raw_probability": 0.3393,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "65e94f6fc8bf395f8ae7fc2fbcc44924ee43f12085f163f5a0091606c0d9828f",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.3393,
        "probability": 0.003138,
        "confidence_lo": 0.003051,
        "confidence_hi": 0.003138,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7a1d8197983c559f63410c35f620079caa7b3126d1ee368b6c21f09e7333f48d",
        "signature": {
          "alg": "ed25519",
          "sig": "6d07ab0ad6a6d32eac71ac1d03f7889c01a83f980f265c7a8034bf7e57d999bf263246e85dbef1a4d81443380440d28127910368e168188294edc0bbdaef3501"
        }
      },
      "receipt_sha256": "7a1d8197983c559f63410c35f620079caa7b3126d1ee368b6c21f09e7333f48d"
    },
    {
      "storm_id": "274434",
      "lat": 31.1062,
      "lon": -109.9962,
      "motion_east": 3.2,
      "motion_south": -4.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1574.0,
      "ebshear": 35.0,
      "srh01": 83.0,
      "maxllaz": 0.01,
      "mesh": 1.9,
      "flash_rate": 13.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 83.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.7361
        },
        {
          "name": "alignment",
          "value": -2.6337
        },
        {
          "name": "tau",
          "value": 1.6088
        },
        {
          "name": "maxllaz",
          "value": 0.01
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2908
      },
      "coherence_score": 1.6088216304779053,
      "coherence_diagnostics": {
        "tau": 1.6088216304779053,
        "grad_tau": 0.7679306864738464,
        "torsion": 0.0,
        "alignment": -2.633659839630127,
        "S_field": 1.4839199781417847,
        "Gamma_field": 0.4749869704246521,
        "S_over_Gamma": 3.1241278648376465,
        "Da": 27.680505752563477,
        "E_coh": 0.9866167306900024,
        "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": [
          [
            [
              -109.97,
              31.17
            ],
            [
              -109.94,
              31.17
            ],
            [
              -109.9,
              31.13
            ],
            [
              -109.91,
              31.09
            ],
            [
              -109.97,
              31.03
            ],
            [
              -109.99,
              31.02
            ],
            [
              -110.08,
              31.02
            ],
            [
              -110.1,
              31.03
            ],
            [
              -110.1,
              31.08
            ],
            [
              -110.03,
              31.15
            ],
            [
              -110.01,
              31.16
            ],
            [
              -109.98,
              31.16
            ],
            [
              -109.97,
              31.17
            ]
          ]
        ]
      },
      "raw_probability": 0.2908,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "7f5a49c68e09603da07ff6f0f285727fab4752510faf483a1267688bb4397de3",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.2908,
        "probability": 0.003052,
        "confidence_lo": 0.00212,
        "confidence_hi": 0.003055,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b356f39e92c3df5152f64081398cc49bed31d5820421fe39b682e47c46ec2a12",
        "signature": {
          "alg": "ed25519",
          "sig": "4832ae442f725290a67e25b08ddb842b1387b7f39d23d37348599fe1ff86676dbc98735120f30df5f647616879f13d327fc9ce4fab7e2105baa7a8e6b0cbaa00"
        }
      },
      "receipt_sha256": "b356f39e92c3df5152f64081398cc49bed31d5820421fe39b682e47c46ec2a12"
    },
    {
      "storm_id": "274648",
      "lat": 49.6888,
      "lon": -69.1529,
      "motion_east": 6.1,
      "motion_south": -2.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 90.0,
      "ebshear": 8.0,
      "srh01": 125.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 125.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.1111
        },
        {
          "name": "alignment",
          "value": -14.5583
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2842
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.6637652516365051,
        "torsion": 0.0,
        "alignment": -14.55828857421875,
        "S_field": 0.5960610508918762,
        "Gamma_field": 0.15748697519302368,
        "S_over_Gamma": 3.784827709197998,
        "Da": 9.204824447631836,
        "E_coh": 0.7699803709983826,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "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": [
          [
            [
              -69.16,
              49.73
            ],
            [
              -69.14,
              49.72
            ],
            [
              -69.12,
              49.73
            ],
            [
              -69.09,
              49.73
            ],
            [
              -69.07,
              49.71
            ],
            [
              -69.07,
              49.67
            ],
            [
              -69.08,
              49.65
            ],
            [
              -69.12,
              49.65
            ],
            [
              -69.13,
              49.64
            ],
            [
              -69.19,
              49.64
            ],
            [
              -69.2,
              49.65
            ],
            [
              -69.22,
              49.65
            ],
            [
              -69.23,
              49.66
            ],
            [
              -69.23,
              49.71
            ],
            [
              -69.22,
              49.72
            ],
            [
              -69.17,
              49.72
            ],
            [
              -69.16,
              49.73
            ]
          ]
        ]
      },
      "raw_probability": 0.2842,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "f496e4847f49fc316bcdaf5c73e2e7e8bb3c42c4eacffde45c4e32450717773b",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.2842,
        "probability": 0.002298,
        "confidence_lo": 0.00212,
        "confidence_hi": 0.002299,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7f71f71304ace3123d0e9852d2341d0a98f8313d9e7b5c501946c0884df1288a",
        "signature": {
          "alg": "ed25519",
          "sig": "b6d587781cdae8170315c900fb3093575066d33a96dacd3a6fc7968fcef1af3dc00e474a9d91757b6b703d87f61c32c7f45e6ee3bfa3db6a9d04a86bee050c01"
        }
      },
      "receipt_sha256": "7f71f71304ace3123d0e9852d2341d0a98f8313d9e7b5c501946c0884df1288a"
    },
    {
      "storm_id": "274649",
      "lat": 49.56,
      "lon": -68.9909,
      "motion_east": 5.9,
      "motion_south": -2.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 94.0,
      "ebshear": 10.0,
      "srh01": 147.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 147.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.1111
        },
        {
          "name": "alignment",
          "value": -14.5583
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2842
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.6637652516365051,
        "torsion": 0.0,
        "alignment": -14.55828857421875,
        "S_field": 0.5960610508918762,
        "Gamma_field": 0.15748697519302368,
        "S_over_Gamma": 3.784827709197998,
        "Da": 9.204824447631836,
        "E_coh": 0.7699803709983826,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "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": [
          [
            [
              -69.01,
              49.59
            ],
            [
              -68.96,
              49.59
            ],
            [
              -68.95,
              49.58
            ],
            [
              -68.96,
              49.56
            ],
            [
              -68.95,
              49.54
            ],
            [
              -68.97,
              49.52
            ],
            [
              -69.02,
              49.52
            ],
            [
              -69.03,
              49.54
            ],
            [
              -69.02,
              49.55
            ],
            [
              -69.02,
              49.58
            ],
            [
              -69.01,
              49.59
            ]
          ]
        ]
      },
      "raw_probability": 0.2842,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "f496e4847f49fc316bcdaf5c73e2e7e8bb3c42c4eacffde45c4e32450717773b",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.2842,
        "probability": 0.002298,
        "confidence_lo": 0.00212,
        "confidence_hi": 0.002299,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7f71f71304ace3123d0e9852d2341d0a98f8313d9e7b5c501946c0884df1288a",
        "signature": {
          "alg": "ed25519",
          "sig": "b6d587781cdae8170315c900fb3093575066d33a96dacd3a6fc7968fcef1af3dc00e474a9d91757b6b703d87f61c32c7f45e6ee3bfa3db6a9d04a86bee050c01"
        }
      },
      "receipt_sha256": "7f71f71304ace3123d0e9852d2341d0a98f8313d9e7b5c501946c0884df1288a"
    },
    {
      "storm_id": "274540",
      "lat": 28.5133,
      "lon": -79.2378,
      "motion_east": 4.1,
      "motion_south": 0.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2604.0,
      "ebshear": 20.0,
      "srh01": 80.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 80.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.3611
        },
        {
          "name": "alignment",
          "value": -1.5675
        },
        {
          "name": "tau",
          "value": 3.022
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2624
      },
      "coherence_score": 3.0220463275909424,
      "coherence_diagnostics": {
        "tau": 3.0220463275909424,
        "grad_tau": 0.08551003783941269,
        "torsion": 0.0,
        "alignment": -1.5675382614135742,
        "S_field": 1.0863102674484253,
        "Gamma_field": 0.19665364921092987,
        "S_over_Gamma": 5.523977279663086,
        "Da": 12.268133163452148,
        "E_coh": 0.9803236126899719,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.25,
              28.54
            ],
            [
              -79.23,
              28.54
            ],
            [
              -79.21,
              28.52
            ],
            [
              -79.2,
              28.5
            ],
            [
              -79.21,
              28.48
            ],
            [
              -79.25,
              28.48
            ],
            [
              -79.27,
              28.5
            ],
            [
              -79.27,
              28.52
            ],
            [
              -79.25,
              28.54
            ]
          ]
        ]
      },
      "raw_probability": 0.2624,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "bd15d234391013bea44741e24f8571e674d03647e56bb4a7c545527e590301bf",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.2624,
        "probability": 0.002298,
        "confidence_lo": 0.00212,
        "confidence_hi": 0.002299,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "52f8af4a931589a6094f7f7a2106b7acf5c0a7baa1359da3bb69cbb0fa13996a",
        "signature": {
          "alg": "ed25519",
          "sig": "8ef17219a3eb9e41ae3c60f59e4a30fc597882d29ce91722d5555acfca8f2f95f85765856c96d3589546efb4fc7c06cba7a213525aaab87c8020027ebb5b500d"
        }
      },
      "receipt_sha256": "52f8af4a931589a6094f7f7a2106b7acf5c0a7baa1359da3bb69cbb0fa13996a"
    },
    {
      "storm_id": "273356",
      "lat": 28.2579,
      "lon": -79.3532,
      "motion_east": 3.1,
      "motion_south": 0.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2945.0,
      "ebshear": 19.0,
      "srh01": 90.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 90.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.3611
        },
        {
          "name": "alignment",
          "value": -1.5675
        },
        {
          "name": "tau",
          "value": 3.022
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2384
      },
      "coherence_score": 3.0220463275909424,
      "coherence_diagnostics": {
        "tau": 3.0220463275909424,
        "grad_tau": 0.08551003783941269,
        "torsion": 0.0,
        "alignment": -1.5675382614135742,
        "S_field": 1.0863102674484253,
        "Gamma_field": 0.19665364921092987,
        "S_over_Gamma": 5.523977279663086,
        "Da": 12.268133163452148,
        "E_coh": 0.9803236126899719,
        "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": [
          [
            [
              -79.36,
              28.39
            ],
            [
              -79.26,
              28.34
            ],
            [
              -79.24,
              28.3
            ],
            [
              -79.24,
              28.2
            ],
            [
              -79.28,
              28.16
            ],
            [
              -79.3,
              28.16
            ],
            [
              -79.31,
              28.15
            ],
            [
              -79.34,
              28.16
            ],
            [
              -79.36,
              28.19
            ],
            [
              -79.38,
              28.19
            ],
            [
              -79.39,
              28.18
            ],
            [
              -79.41,
              28.2
            ],
            [
              -79.44,
              28.21
            ],
            [
              -79.44,
              28.27
            ],
            [
              -79.42,
              28.31
            ],
            [
              -79.42,
              28.34
            ],
            [
              -79.39,
              28.38
            ],
            [
              -79.37,
              28.38
            ],
            [
              -79.36,
              28.39
            ]
          ]
        ]
      },
      "raw_probability": 0.2384,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "f8028429522ec66c1e0d86004b96abb6ff3532f4ba5e04db61411900131f6d6c",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.2384,
        "probability": 0.002216,
        "confidence_lo": 0.00212,
        "confidence_hi": 0.002216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e867c092e754f74034bdc0f68b1d7b1cdab038c8598b26abe0c851ec3627d316",
        "signature": {
          "alg": "ed25519",
          "sig": "59b7586a34e346a6d3e8458caa4123f6d3fc757ff175e01dbf7bab3c0242278c82bbf351dc540a1af47673ffdca8c3525374053f54ce35cc1fce687d991acf02"
        }
      },
      "receipt_sha256": "e867c092e754f74034bdc0f68b1d7b1cdab038c8598b26abe0c851ec3627d316"
    },
    {
      "storm_id": "273619",
      "lat": 39.3263,
      "lon": -74.1637,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1048.0,
      "ebshear": 20.0,
      "srh01": 88.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 88.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.1111
        },
        {
          "name": "alignment",
          "value": 2.2164
        },
        {
          "name": "tau",
          "value": 2.0758
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2317
      },
      "coherence_score": 2.075784206390381,
      "coherence_diagnostics": {
        "tau": 2.075784206390381,
        "grad_tau": 0.3848467469215393,
        "torsion": 0.0,
        "alignment": 2.216365337371826,
        "S_field": 1.1031142473220825,
        "Gamma_field": 0.18415364623069763,
        "S_over_Gamma": 5.990184307098389,
        "Da": 11.204875946044922,
        "E_coh": 0.8861786127090454,
        "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": [
          [
            [
              -74.18,
              39.35
            ],
            [
              -74.14,
              39.35
            ],
            [
              -74.13,
              39.34
            ],
            [
              -74.14,
              39.28
            ],
            [
              -74.16,
              39.28
            ],
            [
              -74.19,
              39.32
            ],
            [
              -74.19,
              39.34
            ],
            [
              -74.18,
              39.35
            ]
          ]
        ]
      },
      "raw_probability": 0.2317,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "e8f74ca053a26a354fa8c3245b2443caab7a251fae55adfb4e40245002e597a8",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.2317,
        "probability": 0.002216,
        "confidence_lo": 0.00212,
        "confidence_hi": 0.002216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4ce887e0d249856c13084c84caa58ecf9c7933a22ae5cfc02bc1eb487bfd0969",
        "signature": {
          "alg": "ed25519",
          "sig": "4659223af45ba87cd209741fb1f631aa026f1b51a3513fa4babf09d43bb2c81474375e14a1ef65528ce5d6d466f447d6481ce0439b1819ebe161045c5be9650b"
        }
      },
      "receipt_sha256": "4ce887e0d249856c13084c84caa58ecf9c7933a22ae5cfc02bc1eb487bfd0969"
    },
    {
      "storm_id": "274427",
      "lat": 46.728,
      "lon": -72.002,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 270.0,
      "ebshear": 35.0,
      "srh01": 21.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.8611
        },
        {
          "name": "alignment",
          "value": -9.9348
        },
        {
          "name": "tau",
          "value": 1.3888
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2309
      },
      "coherence_score": 1.3888260126113892,
      "coherence_diagnostics": {
        "tau": 1.3888260126113892,
        "grad_tau": 0.18109484016895294,
        "torsion": 0.0,
        "alignment": -9.934818267822266,
        "S_field": 0.5948144793510437,
        "Gamma_field": 0.16415365040302277,
        "S_over_Gamma": 3.6235227584838867,
        "Da": 9.141188621520996,
        "E_coh": 0.3653438985347748,
        "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": [
          [
            [
              -72.03,
              46.77
            ],
            [
              -71.98,
              46.77
            ],
            [
              -71.97,
              46.76
            ],
            [
              -71.96,
              46.74
            ],
            [
              -71.96,
              46.7
            ],
            [
              -71.98,
              46.67
            ],
            [
              -72.03,
              46.67
            ],
            [
              -72.04,
              46.68
            ],
            [
              -72.04,
              46.75
            ],
            [
              -72.03,
              46.77
            ]
          ]
        ]
      },
      "raw_probability": 0.2309,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "7344f0e7b87f9c5fa4d32b83a52c9bacfff40111513c22e2f3bd2bcecd160b76",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.2309,
        "probability": 0.002216,
        "confidence_lo": 0.00212,
        "confidence_hi": 0.002216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ba23ad5a1d1fe513d26454c7b51181e70fd1b2a4d266bc6168d339cdb4ddb295",
        "signature": {
          "alg": "ed25519",
          "sig": "b8cbe68768348a3981c966479973e179273aa1133fe8dc77dbe5bdaa5a12c3bd17fea4abae007103c0b626992e1a1b8bed33ac640948e92bd819e0dc0794da06"
        }
      },
      "receipt_sha256": "ba23ad5a1d1fe513d26454c7b51181e70fd1b2a4d266bc6168d339cdb4ddb295"
    },
    {
      "storm_id": "274667",
      "lat": 31.03,
      "lon": -110.5061,
      "motion_east": 3.2,
      "motion_south": -3.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2630.0,
      "ebshear": 36.0,
      "srh01": 59.0,
      "maxllaz": 0.003,
      "mesh": 0.87,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 59.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.7361
        },
        {
          "name": "alignment",
          "value": -2.6337
        },
        {
          "name": "tau",
          "value": 1.6088
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2116
      },
      "coherence_score": 1.6088216304779053,
      "coherence_diagnostics": {
        "tau": 1.6088216304779053,
        "grad_tau": 0.7679306864738464,
        "torsion": 0.0,
        "alignment": -2.633659839630127,
        "S_field": 1.4839199781417847,
        "Gamma_field": 0.4749869704246521,
        "S_over_Gamma": 3.1241278648376465,
        "Da": 27.680505752563477,
        "E_coh": 0.9866167306900024,
        "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": [
          [
            [
              -110.56,
              31.13
            ],
            [
              -110.51,
              31.13
            ],
            [
              -110.51,
              31.06
            ],
            [
              -110.49,
              31.04
            ],
            [
              -110.45,
              31.03
            ],
            [
              -110.41,
              31.0
            ],
            [
              -110.41,
              30.94
            ],
            [
              -110.44,
              30.94
            ],
            [
              -110.45,
              30.93
            ],
            [
              -110.46,
              30.94
            ],
            [
              -110.5,
              30.95
            ],
            [
              -110.53,
              30.98
            ],
            [
              -110.52,
              31.03
            ],
            [
              -110.54,
              31.05
            ],
            [
              -110.57,
              31.06
            ],
            [
              -110.6,
              31.09
            ],
            [
              -110.6,
              31.11
            ],
            [
              -110.56,
              31.13
            ]
          ]
        ]
      },
      "raw_probability": 0.2116,
      "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "fed61f949a53117bb2366a6de44462adcb452a0d0f79b6b5b831acfe19fc50d5",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.2116,
        "probability": 0.001923,
        "confidence_lo": 0.001896,
        "confidence_hi": 0.001923,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "260e9ad38ed87f0099a5b63fd72c8d8b48c7123e9359e604c673b4463d801fe8",
        "signature": {
          "alg": "ed25519",
          "sig": "b4271ddd03ddbbbe16829bd621581219845605cbabf10b9d0603d6f3596d89656ba97eb0714d44dcaa14eca797aeeef157a17658baef346379a779aa0a4d290e"
        }
      },
      "receipt_sha256": "260e9ad38ed87f0099a5b63fd72c8d8b48c7123e9359e604c673b4463d801fe8"
    },
    {
      "storm_id": "274466",
      "lat": 30.5592,
      "lon": -78.8967,
      "motion_east": 4.9,
      "motion_south": -1.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3119.0,
      "ebshear": 15.0,
      "srh01": 38.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.2361
        },
        {
          "name": "alignment",
          "value": -4.4379
        },
        {
          "name": "tau",
          "value": 2.4676
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1868
      },
      "coherence_score": 2.4675745964050293,
      "coherence_diagnostics": {
        "tau": 2.4675745964050293,
        "grad_tau": 0.119796022772789,
        "torsion": 0.0,
        "alignment": -4.43789005279541,
        "S_field": 0.4813676178455353,
        "Gamma_field": 0.20915363729000092,
        "S_over_Gamma": 2.3015024662017822,
        "Da": 12.334412574768066,
        "E_coh": 0.8251872062683105,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.92,
              30.61
            ],
            [
              -78.9,
              30.61
            ],
            [
              -78.88,
              30.59
            ],
            [
              -78.87,
              30.59
            ],
            [
              -78.86,
              30.57
            ],
            [
              -78.86,
              30.52
            ],
            [
              -78.87,
              30.51
            ],
            [
              -78.9,
              30.51
            ],
            [
              -78.92,
              30.49
            ],
            [
              -78.93,
              30.5
            ],
            [
              -78.93,
              30.6
            ],
            [
              -78.92,
              30.61
            ]
          ]
        ]
      },
      "raw_probability": 0.1868,
      "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "d156e4a53698c940eb716ab3e15b91760dcf989ef3f4cdc5b5d6a99cb8f95e5d",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.1868,
        "probability": 0.001923,
        "confidence_lo": 0.001896,
        "confidence_hi": 0.001923,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "272b195d478224bd5694c6457c0fce589eedd5b6c0af5e114e5ab7ab4180efe7",
        "signature": {
          "alg": "ed25519",
          "sig": "d4599baa1643591ce86c20479bdb12336e9389a1113e22669f3c26bffed6f9fc5b95cbe1d950effbf4fe73c8e6f5bca934ae2b608aa51d2b6e49e6d4053ff701"
        }
      },
      "receipt_sha256": "272b195d478224bd5694c6457c0fce589eedd5b6c0af5e114e5ab7ab4180efe7"
    },
    {
      "storm_id": "274580",
      "lat": 37.0511,
      "lon": -74.0611,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1313.0,
      "ebshear": 13.0,
      "srh01": 66.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 66.0
        },
        {
          "name": "hrrr_pwat",
          "value": 59.8611
        },
        {
          "name": "alignment",
          "value": -1.1241
        },
        {
          "name": "tau",
          "value": 2.1987
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1746
      },
      "coherence_score": 2.198657274246216,
      "coherence_diagnostics": {
        "tau": 2.198657274246216,
        "grad_tau": 0.04420872777700424,
        "torsion": 0.0,
        "alignment": -1.1241066455841064,
        "S_field": 0.28943368792533875,
        "Gamma_field": 0.4358203113079071,
        "S_over_Gamma": 0.6641124486923218,
        "Da": 26.56810188293457,
        "E_coh": 0.5028331279754639,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.08,
              37.08
            ],
            [
              -74.04,
              37.08
            ],
            [
              -74.03,
              37.07
            ],
            [
              -74.02,
              37.05
            ],
            [
              -74.03,
              37.01
            ],
            [
              -74.07,
              37.0
            ],
            [
              -74.1,
              37.02
            ],
            [
              -74.1,
              37.07
            ],
            [
              -74.08,
              37.08
            ]
          ]
        ]
      },
      "raw_probability": 0.1746,
      "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "90afdce983bb29e37b05a4c2a8e193f75f5e7fef60cfb4222e2f6afa6563e24a",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.1746,
        "probability": 0.001923,
        "confidence_lo": 0.001896,
        "confidence_hi": 0.001923,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e4c12cf04f92e7e368892d26da82c32039888545ebcca980b3881a7d40a49e22",
        "signature": {
          "alg": "ed25519",
          "sig": "ac98b9050f3b6c483238bf807450c520bf074c0614d532386ac62819fcea3f822c409e146e7044b51609b12feebd668c5430284ce6ec343dd010a669edcd610b"
        }
      },
      "receipt_sha256": "e4c12cf04f92e7e368892d26da82c32039888545ebcca980b3881a7d40a49e22"
    },
    {
      "storm_id": "273832",
      "lat": 27.91,
      "lon": -79.5545,
      "motion_east": 2.9,
      "motion_south": -1.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2866.0,
      "ebshear": 13.0,
      "srh01": 66.0,
      "maxllaz": 0.004,
      "mesh": 0.19,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 66.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.3611
        },
        {
          "name": "alignment",
          "value": -1.5675
        },
        {
          "name": "tau",
          "value": 3.022
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1631
      },
      "coherence_score": 3.0220463275909424,
      "coherence_diagnostics": {
        "tau": 3.0220463275909424,
        "grad_tau": 0.08551003783941269,
        "torsion": 0.0,
        "alignment": -1.5675382614135742,
        "S_field": 1.0863102674484253,
        "Gamma_field": 0.19665364921092987,
        "S_over_Gamma": 5.523977279663086,
        "Da": 12.268133163452148,
        "E_coh": 0.9803236126899719,
        "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": [
          [
            [
              -79.5,
              28.05
            ],
            [
              -79.48,
              28.05
            ],
            [
              -79.46,
              28.03
            ],
            [
              -79.46,
              27.99
            ],
            [
              -79.45,
              27.98
            ],
            [
              -79.48,
              27.92
            ],
            [
              -79.55,
              27.84
            ],
            [
              -79.55,
              27.81
            ],
            [
              -79.56,
              27.79
            ],
            [
              -79.57,
              27.78
            ],
            [
              -79.6,
              27.78
            ],
            [
              -79.61,
              27.77
            ],
            [
              -79.65,
              27.8
            ],
            [
              -79.65,
              27.83
            ],
            [
              -79.66,
              27.84
            ],
            [
              -79.65,
              27.91
            ],
            [
              -79.64,
              27.93
            ],
            [
              -79.55,
              28.02
            ],
            [
              -79.52,
              28.03
            ],
            [
              -79.5,
              28.05
            ]
          ]
        ]
      },
      "raw_probability": 0.1631,
      "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "c8d9a3ff34c8c13a5cd79d04e5f3f1fae707a85ca1404674cc9b62de73a07dfc",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.1631,
        "probability": 0.001923,
        "confidence_lo": 0.001896,
        "confidence_hi": 0.001923,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ccd4a64b48c6a3df80183af01a5293b1a63e12ecb926028b38ebd6770a5b5852",
        "signature": {
          "alg": "ed25519",
          "sig": "5585311877965e55504fe33db03b1782a9eb9c621efa525e143c4e3e1e090c60aa60595dd3a588b8831ba33f2aa9bcc83b92c225d922438b1cd3ba2bff4fce0d"
        }
      },
      "receipt_sha256": "ccd4a64b48c6a3df80183af01a5293b1a63e12ecb926028b38ebd6770a5b5852"
    },
    {
      "storm_id": "274668",
      "lat": 30.7578,
      "lon": -110.5367,
      "motion_east": 3.2,
      "motion_south": -3.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2988.0,
      "ebshear": 35.0,
      "srh01": 35.0,
      "maxllaz": 0.001,
      "mesh": 0.92,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.1111
        },
        {
          "name": "alignment",
          "value": -2.4661
        },
        {
          "name": "tau",
          "value": 1.4877
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1592
      },
      "coherence_score": 1.4876620769500732,
      "coherence_diagnostics": {
        "tau": 1.4876620769500732,
        "grad_tau": 0.6716616153717041,
        "torsion": 0.0,
        "alignment": -2.466139554977417,
        "S_field": 1.2572965621948242,
        "Gamma_field": 0.9699869751930237,
        "S_over_Gamma": 1.2961994409561157,
        "Da": 56.52301788330078,
        "E_coh": 0.9572874903678894,
        "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": [
          [
            [
              -110.54,
              30.79
            ],
            [
              -110.51,
              30.79
            ],
            [
              -110.5,
              30.78
            ],
            [
              -110.5,
              30.73
            ],
            [
              -110.51,
              30.72
            ],
            [
              -110.57,
              30.72
            ],
            [
              -110.58,
              30.73
            ],
            [
              -110.58,
              30.77
            ],
            [
              -110.54,
              30.79
            ]
          ]
        ]
      },
      "raw_probability": 0.1592,
      "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "b562c9edbb22ab428e3c5489a50007045ee818e3fa558688c737fb9aacd5d792",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.1592,
        "probability": 0.001923,
        "confidence_lo": 0.001896,
        "confidence_hi": 0.001923,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "779955f154517f33457711d96a45b3ad2e89967d73c6d5ce08af2ca2a3cbf6db",
        "signature": {
          "alg": "ed25519",
          "sig": "c45595a659699fd743d32bddb2c99ba6f5b99a34665c4153e9cf50c78ad3ca18c9186f3a444fe31b042c47ba5ec45757cd6056617b83a7188249aa48a2238203"
        }
      },
      "receipt_sha256": "779955f154517f33457711d96a45b3ad2e89967d73c6d5ce08af2ca2a3cbf6db"
    },
    {
      "storm_id": "274105",
      "lat": 32.8183,
      "lon": -79.6644,
      "motion_east": 5.0,
      "motion_south": -2.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2343.0,
      "ebshear": 19.0,
      "srh01": 73.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 73.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.4861
        },
        {
          "name": "alignment",
          "value": -0.6769
        },
        {
          "name": "tau",
          "value": 1.9832
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1547
      },
      "coherence_score": 1.9832369089126587,
      "coherence_diagnostics": {
        "tau": 1.9832369089126587,
        "grad_tau": 0.17895391583442688,
        "torsion": 0.0,
        "alignment": -0.6768827438354492,
        "S_field": 0.2662700116634369,
        "Gamma_field": 0.34248700737953186,
        "S_over_Gamma": 0.7774601578712463,
        "Da": 19.6082763671875,
        "E_coh": 0.8668724298477173,
        "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": [
          [
            [
              -79.67,
              32.91
            ],
            [
              -79.63,
              32.9
            ],
            [
              -79.59,
              32.87
            ],
            [
              -79.58,
              32.85
            ],
            [
              -79.58,
              32.8
            ],
            [
              -79.59,
              32.78
            ],
            [
              -79.61,
              32.77
            ],
            [
              -79.65,
              32.73
            ],
            [
              -79.69,
              32.73
            ],
            [
              -79.7,
              32.72
            ],
            [
              -79.72,
              32.72
            ],
            [
              -79.72,
              32.77
            ],
            [
              -79.71,
              32.78
            ],
            [
              -79.71,
              32.85
            ],
            [
              -79.72,
              32.86
            ],
            [
              -79.72,
              32.89
            ],
            [
              -79.7,
              32.89
            ],
            [
              -79.67,
              32.91
            ]
          ]
        ]
      },
      "raw_probability": 0.1547,
      "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "86a9a8a7c384c926365e28d56c3ef32ff255c9ada775bd9f542430947b73e5d4",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.1547,
        "probability": 0.001923,
        "confidence_lo": 0.001896,
        "confidence_hi": 0.001923,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e4c0a7ec1bcc90d13409edc72dbfd0f9165dc861d402a21b81b3d97bd221d42a",
        "signature": {
          "alg": "ed25519",
          "sig": "a3a26d24e194950ff454af344aa30908a19e882687ac0eeb6facd2364dadfb49860ea3d87dcd024fccbf63bb5f31478223c7f3ea1ad9cd5c8a4bce770216ec0e"
        }
      },
      "receipt_sha256": "e4c0a7ec1bcc90d13409edc72dbfd0f9165dc861d402a21b81b3d97bd221d42a"
    },
    {
      "storm_id": "274409",
      "lat": 35.279,
      "lon": -74.244,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1864.0,
      "ebshear": 20.0,
      "srh01": 43.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 65.2361
        },
        {
          "name": "alignment",
          "value": -0.4491
        },
        {
          "name": "tau",
          "value": 2.6162
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1451
      },
      "coherence_score": 2.6161766052246094,
      "coherence_diagnostics": {
        "tau": 2.6161766052246094,
        "grad_tau": 0.12504954636096954,
        "torsion": 0.0,
        "alignment": -0.44912123680114746,
        "S_field": 0.89896559715271,
        "Gamma_field": 0.30998697876930237,
        "S_over_Gamma": 2.900010824203491,
        "Da": 20.243392944335938,
        "E_coh": 0.8920004367828369,
        "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": [
          [
            [
              -74.26,
              35.32
            ],
            [
              -74.21,
              35.32
            ],
            [
              -74.2,
              35.31
            ],
            [
              -74.2,
              35.27
            ],
            [
              -74.21,
              35.25
            ],
            [
              -74.25,
              35.22
            ],
            [
              -74.29,
              35.22
            ],
            [
              -74.29,
              35.27
            ],
            [
              -74.27,
              35.29
            ],
            [
              -74.26,
              35.32
            ]
          ]
        ]
      },
      "raw_probability": 0.1451,
      "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "81f56ddaa165ca442cb5128ff95a8300eb8c5fb4f7b5b229fd1207586a063131",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.1451,
        "probability": 0.001923,
        "confidence_lo": 0.001896,
        "confidence_hi": 0.001923,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bb002d8fe97a60e2e3145e8bee01b9014058ddb93a73e54417844cb06c095378",
        "signature": {
          "alg": "ed25519",
          "sig": "b9ad46a574b5b1e5a680ed4838adb724f4773abab72ef73cab17fcb261c33a8f133c0da8d9ed21ded31fb86961f1aadffa1473b7d9f43d4208c347675d0f8703"
        }
      },
      "receipt_sha256": "bb002d8fe97a60e2e3145e8bee01b9014058ddb93a73e54417844cb06c095378"
    },
    {
      "storm_id": "274640",
      "lat": 33.065,
      "lon": -78.569,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2899.0,
      "ebshear": 19.0,
      "srh01": 85.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 85.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.6111
        },
        {
          "name": "alignment",
          "value": 1.5246
        },
        {
          "name": "tau",
          "value": 2.1764
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.145
      },
      "coherence_score": 2.1763598918914795,
      "coherence_diagnostics": {
        "tau": 2.1763598918914795,
        "grad_tau": 0.1717875450849533,
        "torsion": 0.0,
        "alignment": 1.5246086120605469,
        "S_field": 0.4434346556663513,
        "Gamma_field": 0.2016536444425583,
        "S_over_Gamma": 2.198991537094116,
        "Da": 12.344254493713379,
        "E_coh": 0.7714626789093018,
        "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": [
          [
            [
              -78.58,
              33.1
            ],
            [
              -78.53,
              33.1
            ],
            [
              -78.52,
              33.09
            ],
            [
              -78.52,
              33.05
            ],
            [
              -78.54,
              33.02
            ],
            [
              -78.62,
              33.01
            ],
            [
              -78.62,
              33.03
            ],
            [
              -78.59,
              33.06
            ],
            [
              -78.59,
              33.09
            ],
            [
              -78.58,
              33.1
            ]
          ]
        ]
      },
      "raw_probability": 0.145,
      "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "99437b2c7fa32f640dd1abc8d6ac51379210b0ee3f8453a4cb057187e6759134",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.145,
        "probability": 0.001923,
        "confidence_lo": 0.001896,
        "confidence_hi": 0.001923,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "00dbbce2e52c2e3b1efa380d12a2f7016a22d13b7c32fba645f76ed939d72d97",
        "signature": {
          "alg": "ed25519",
          "sig": "5517ee6d6ae55142c25baa47dac0d549fcdd5c1b7f5349f1c642336731451294e49650d781b73cdb3f80e62d3728ea6148995396261d1e139a53af9be843930f"
        }
      },
      "receipt_sha256": "00dbbce2e52c2e3b1efa380d12a2f7016a22d13b7c32fba645f76ed939d72d97"
    },
    {
      "storm_id": "273998",
      "lat": 49.4125,
      "lon": -72.1775,
      "motion_east": 9.0,
      "motion_south": -8.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 18.0,
      "ebshear": 31.0,
      "srh01": 0.0,
      "maxllaz": 0.012,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.8611
        },
        {
          "name": "alignment",
          "value": -7.3083
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.012
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1427
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.6806738376617432,
        "torsion": 0.0,
        "alignment": -7.30828857421875,
        "S_field": 0.3701666593551636,
        "Gamma_field": 0.17748697102069855,
        "S_over_Gamma": 2.085598945617676,
        "Da": 10.725118637084961,
        "E_coh": 0.20813173055648804,
        "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": [
          [
            [
              -72.19,
              49.44
            ],
            [
              -72.16,
              49.44
            ],
            [
              -72.14,
              49.42
            ],
            [
              -72.14,
              49.39
            ],
            [
              -72.17,
              49.37
            ],
            [
              -72.22,
              49.37
            ],
            [
              -72.21,
              49.43
            ],
            [
              -72.19,
              49.44
            ]
          ]
        ]
      },
      "raw_probability": 0.1427,
      "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "3cfa0d36564864654b12db75dfc959ea1714ad9a7762b99bc4ce7685e2c943b0",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.1427,
        "probability": 0.001923,
        "confidence_lo": 0.001896,
        "confidence_hi": 0.001923,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "66f6b918f234bbeb9a2123b378bcc1b381c1c6fd7c64706ccea27f2faccefdc9",
        "signature": {
          "alg": "ed25519",
          "sig": "70aa51ebab93a5536c5e95d058acb95e322908766992b28286864ac8bbe7c985f0a8f7906e2b5e69934d03514e9b551f657fbac286acbe0ba8f9f8ebe52b780a"
        }
      },
      "receipt_sha256": "66f6b918f234bbeb9a2123b378bcc1b381c1c6fd7c64706ccea27f2faccefdc9"
    },
    {
      "storm_id": "274478",
      "lat": 49.6818,
      "lon": -72.2055,
      "motion_east": 9.1,
      "motion_south": -8.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 16.0,
      "ebshear": 30.0,
      "srh01": 0.0,
      "maxllaz": 0.008,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.8611
        },
        {
          "name": "alignment",
          "value": -7.3083
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1427
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.6806738376617432,
        "torsion": 0.0,
        "alignment": -7.30828857421875,
        "S_field": 0.3701666593551636,
        "Gamma_field": 0.17748697102069855,
        "S_over_Gamma": 2.085598945617676,
        "Da": 10.725118637084961,
        "E_coh": 0.20813173055648804,
        "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": [
          [
            [
              -72.23,
              49.83
            ],
            [
              -72.2,
              49.83
            ],
            [
              -72.18,
              49.82
            ],
            [
              -72.16,
              49.78
            ],
            [
              -72.13,
              49.76
            ],
            [
              -72.1,
              49.76
            ],
            [
              -72.09,
              49.75
            ],
            [
              -72.06,
              49.75
            ],
            [
              -72.04,
              49.74
            ],
            [
              -72.01,
              49.68
            ],
            [
              -72.0,
              49.61
            ],
            [
              -72.03,
              49.58
            ],
            [
              -72.07,
              49.57
            ],
            [
              -72.08,
              49.56
            ],
            [
              -72.1,
              49.56
            ],
            [
              -72.11,
              49.57
            ],
            [
              -72.2,
              49.57
            ],
            [
              -72.24,
              49.53
            ],
            [
              -72.28,
              49.51
            ],
            [
              -72.32,
              49.51
            ],
            [
              -72.34,
              49.53
            ],
            [
              -72.34,
              49.56
            ],
            [
              -72.35,
              49.57
            ],
            [
              -72.35,
              49.63
            ],
            [
              -72.38,
              49.69
            ],
            [
              -72.38,
              49.74
            ],
            [
              -72.34,
              49.77
            ],
            [
              -72.32,
              49.77
            ],
            [
              -72.31,
              49.76
            ],
            [
              -72.29,
              49.77
            ],
            [
              -72.26,
              49.8
            ],
            [
              -72.26,
              49.81
            ],
            [
              -72.23,
              49.83
            ]
          ]
        ]
      },
      "raw_probability": 0.1427,
      "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "3cfa0d36564864654b12db75dfc959ea1714ad9a7762b99bc4ce7685e2c943b0",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.1427,
        "probability": 0.001923,
        "confidence_lo": 0.001896,
        "confidence_hi": 0.001923,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "66f6b918f234bbeb9a2123b378bcc1b381c1c6fd7c64706ccea27f2faccefdc9",
        "signature": {
          "alg": "ed25519",
          "sig": "70aa51ebab93a5536c5e95d058acb95e322908766992b28286864ac8bbe7c985f0a8f7906e2b5e69934d03514e9b551f657fbac286acbe0ba8f9f8ebe52b780a"
        }
      },
      "receipt_sha256": "66f6b918f234bbeb9a2123b378bcc1b381c1c6fd7c64706ccea27f2faccefdc9"
    },
    {
      "storm_id": "274573",
      "lat": 49.4712,
      "lon": -72.005,
      "motion_east": 9.0,
      "motion_south": -8.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 17.0,
      "ebshear": 25.0,
      "srh01": 0.0,
      "maxllaz": 0.009,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.8611
        },
        {
          "name": "alignment",
          "value": -7.3083
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1424
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.6806738376617432,
        "torsion": 0.0,
        "alignment": -7.30828857421875,
        "S_field": 0.3701666593551636,
        "Gamma_field": 0.17748697102069855,
        "S_over_Gamma": 2.085598945617676,
        "Da": 10.725118637084961,
        "E_coh": 0.20813173055648804,
        "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": [
          [
            [
              -72.01,
              49.55
            ],
            [
              -72.0,
              49.54
            ],
            [
              -71.96,
              49.54
            ],
            [
              -71.93,
              49.52
            ],
            [
              -71.93,
              49.46
            ],
            [
              -71.95,
              49.45
            ],
            [
              -71.99,
              49.41
            ],
            [
              -72.0,
              49.38
            ],
            [
              -72.03,
              49.38
            ],
            [
              -72.04,
              49.37
            ],
            [
              -72.07,
              49.39
            ],
            [
              -72.07,
              49.45
            ],
            [
              -72.05,
              49.49
            ],
            [
              -72.02,
              49.52
            ],
            [
              -72.02,
              49.54
            ],
            [
              -72.01,
              49.55
            ]
          ]
        ]
      },
      "raw_probability": 0.1424,
      "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "649927bf369104eea66a924868be193d502ac6736a8e82194d52d93a9979b924",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.1424,
        "probability": 0.001923,
        "confidence_lo": 0.001896,
        "confidence_hi": 0.001923,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3c0b0d4cad5095c425c80fd25eba2fb1079f7bc1dcba4c864a5ac5a93c4cfa71",
        "signature": {
          "alg": "ed25519",
          "sig": "0419e7f61db58b76f0fe8b59827a420a1cd099f0b8eb8fffa5378b9deb22d34650e36d7f4c74fed7b8ae78d961c2eba853cac31a22198a24eb54596aec04120d"
        }
      },
      "receipt_sha256": "3c0b0d4cad5095c425c80fd25eba2fb1079f7bc1dcba4c864a5ac5a93c4cfa71"
    },
    {
      "storm_id": "274297",
      "lat": 32.1938,
      "lon": -78.5834,
      "motion_east": 5.5,
      "motion_south": -5.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3106.0,
      "ebshear": 9.0,
      "srh01": 43.0,
      "maxllaz": 0.002,
      "mesh": 0.26,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.2361
        },
        {
          "name": "alignment",
          "value": 5.1996
        },
        {
          "name": "tau",
          "value": 2.2244
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1416
      },
      "coherence_score": 2.224407196044922,
      "coherence_diagnostics": {
        "tau": 2.224407196044922,
        "grad_tau": 0.24720878899097443,
        "torsion": 0.0,
        "alignment": 5.199580669403076,
        "S_field": 0.2510544955730438,
        "Gamma_field": 0.30082032084465027,
        "S_over_Gamma": 0.8345662951469421,
        "Da": 17.626670837402344,
        "E_coh": 0.4364528954029083,
        "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": [
          [
            [
              -78.71,
              32.27
            ],
            [
              -78.62,
              32.27
            ],
            [
              -78.61,
              32.26
            ],
            [
              -78.57,
              32.26
            ],
            [
              -78.58,
              32.23
            ],
            [
              -78.56,
              32.21
            ],
            [
              -78.52,
              32.21
            ],
            [
              -78.51,
              32.22
            ],
            [
              -78.47,
              32.22
            ],
            [
              -78.46,
              32.21
            ],
            [
              -78.44,
              32.23
            ],
            [
              -78.44,
              32.19
            ],
            [
              -78.47,
              32.17
            ],
            [
              -78.47,
              32.15
            ],
            [
              -78.53,
              32.07
            ],
            [
              -78.58,
              32.07
            ],
            [
              -78.6,
              32.08
            ],
            [
              -78.6,
              32.1
            ],
            [
              -78.61,
              32.11
            ],
            [
              -78.61,
              32.13
            ],
            [
              -78.6,
              32.14
            ],
            [
              -78.61,
              32.17
            ],
            [
              -78.64,
              32.19
            ],
            [
              -78.66,
              32.19
            ],
            [
              -78.68,
              32.23
            ],
            [
              -78.67,
              32.25
            ],
            [
              -78.68,
              32.26
            ],
            [
              -78.71,
              32.26
            ],
            [
              -78.71,
              32.27
            ]
          ]
        ]
      },
      "raw_probability": 0.1416,
      "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "0769cbdbb8fe5915e3987d2864eb1f6b844db78a902f64f888d2e325b334df2a",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.1416,
        "probability": 0.001923,
        "confidence_lo": 0.001896,
        "confidence_hi": 0.001923,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "02887b116fae66a6eef76bc1f9638e474d06b416d93dc60bc640ddda30a84214",
        "signature": {
          "alg": "ed25519",
          "sig": "6e7815b633c1c40bcbd2bb5d3f3d41918dfa363e0e7df65fa0c1ff36b8e9b41549c718a103f3da92698411025e664c31c0faa4f98be4c9fef087c978633ffe04"
        }
      },
      "receipt_sha256": "02887b116fae66a6eef76bc1f9638e474d06b416d93dc60bc640ddda30a84214"
    },
    {
      "storm_id": "273358",
      "lat": 27.52,
      "lon": -80.1774,
      "motion_east": 4.0,
      "motion_south": -1.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2499.0,
      "ebshear": 12.0,
      "srh01": 76.0,
      "maxllaz": 0.003,
      "mesh": 0.29,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 76.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.6111
        },
        {
          "name": "alignment",
          "value": -2.0236
        },
        {
          "name": "tau",
          "value": 2.9127
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1288
      },
      "coherence_score": 2.912684440612793,
      "coherence_diagnostics": {
        "tau": 2.912684440612793,
        "grad_tau": 0.29349687695503235,
        "torsion": 0.0,
        "alignment": -2.0235698223114014,
        "S_field": 0.6098248362541199,
        "Gamma_field": 0.2808203399181366,
        "S_over_Gamma": 2.171583652496338,
        "Da": 17.46280288696289,
        "E_coh": 0.9742348194122314,
        "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": [
          [
            [
              -80.17,
              27.65
            ],
            [
              -80.13,
              27.65
            ],
            [
              -80.09,
              27.61
            ],
            [
              -80.1,
              27.55
            ],
            [
              -80.14,
              27.51
            ],
            [
              -80.15,
              27.49
            ],
            [
              -80.14,
              27.45
            ],
            [
              -80.16,
              27.41
            ],
            [
              -80.2,
              27.37
            ],
            [
              -80.25,
              27.37
            ],
            [
              -80.26,
              27.38
            ],
            [
              -80.26,
              27.46
            ],
            [
              -80.23,
              27.5
            ],
            [
              -80.22,
              27.5
            ],
            [
              -80.17,
              27.54
            ],
            [
              -80.18,
              27.56
            ],
            [
              -80.18,
              27.61
            ],
            [
              -80.17,
              27.62
            ],
            [
              -80.17,
              27.65
            ]
          ]
        ]
      },
      "raw_probability": 0.1288,
      "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "bf0d27739bf03a6a2055b85b57a353e8c550b4fa8a9150d6cb685b4187aa3f31",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.1288,
        "probability": 0.001923,
        "confidence_lo": 0.001896,
        "confidence_hi": 0.001923,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9f1696cb6f67e08e612563f370a79a254ec768bd073e5c902bad29e817b4eb58",
        "signature": {
          "alg": "ed25519",
          "sig": "9430c2bbfbc0e74a101de4049265ed0c4b372d30dfd201311279c9f02c733cd5eb96fad2a6ca6fc2c8241598b1926710c486472605762cd0cd6f1c125ad6010d"
        }
      },
      "receipt_sha256": "9f1696cb6f67e08e612563f370a79a254ec768bd073e5c902bad29e817b4eb58"
    },
    {
      "storm_id": "274575",
      "lat": 49.0738,
      "lon": -71.7708,
      "motion_east": 5.0,
      "motion_south": -1.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 34.0,
      "ebshear": 18.0,
      "srh01": 27.0,
      "maxllaz": 0.011,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.8611
        },
        {
          "name": "alignment",
          "value": -7.3083
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.011
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1263
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.6806738376617432,
        "torsion": 0.0,
        "alignment": -7.30828857421875,
        "S_field": 0.3701666593551636,
        "Gamma_field": 0.17748697102069855,
        "S_over_Gamma": 2.085598945617676,
        "Da": 10.725118637084961,
        "E_coh": 0.20813173055648804,
        "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": [
          [
            [
              -71.85,
              49.15
            ],
            [
              -71.78,
              49.15
            ],
            [
              -71.76,
              49.14
            ],
            [
              -71.7,
              49.07
            ],
            [
              -71.69,
              49.05
            ],
            [
              -71.69,
              49.01
            ],
            [
              -71.71,
              48.99
            ],
            [
              -71.74,
              48.99
            ],
            [
              -71.76,
              49.01
            ],
            [
              -71.77,
              49.01
            ],
            [
              -71.86,
              49.1
            ],
            [
              -71.86,
              49.14
            ],
            [
              -71.85,
              49.15
            ]
          ]
        ]
      },
      "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "6e87ab1264b8d255fba894de9e2b3a9314fcd2bfa5ecc32734ef8b61321852e3",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.1263,
        "probability": 0.001923,
        "confidence_lo": 0.001896,
        "confidence_hi": 0.001923,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c2de690b662fc64658d72c7db38ab9928d9fea86fe2f6dfb8a60fdf9651c6dbe",
        "signature": {
          "alg": "ed25519",
          "sig": "2cfd3c08160d50a82b8df7de49afd75eff1a148880937016933ba978a8c14d5f943eac3fe51c2fbc73d231294a6daf250a6d6f8c877a3030bc7432a646ee570d"
        }
      },
      "receipt_sha256": "c2de690b662fc64658d72c7db38ab9928d9fea86fe2f6dfb8a60fdf9651c6dbe"
    },
    {
      "storm_id": "274494",
      "lat": 32.815,
      "lon": -78.665,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2876.0,
      "ebshear": 16.0,
      "srh01": 86.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 86.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.9861
        },
        {
          "name": "alignment",
          "value": 8.4205
        },
        {
          "name": "tau",
          "value": 2.2066
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1245
      },
      "coherence_score": 2.2065610885620117,
      "coherence_diagnostics": {
        "tau": 2.2065610885620117,
        "grad_tau": 0.24243557453155518,
        "torsion": 0.0,
        "alignment": 8.420536041259766,
        "S_field": 0.4459278881549835,
        "Gamma_field": 0.24915364384651184,
        "S_over_Gamma": 1.7897707223892212,
        "Da": 14.686978340148926,
        "E_coh": 0.8188256621360779,
        "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": [
          [
            [
              -78.71,
              32.86
            ],
            [
              -78.66,
              32.86
            ],
            [
              -78.65,
              32.85
            ],
            [
              -78.63,
              32.85
            ],
            [
              -78.63,
              32.83
            ],
            [
              -78.62,
              32.82
            ],
            [
              -78.62,
              32.79
            ],
            [
              -78.63,
              32.79
            ],
            [
              -78.65,
              32.77
            ],
            [
              -78.68,
              32.77
            ],
            [
              -78.69,
              32.76
            ],
            [
              -78.72,
              32.79
            ],
            [
              -78.71,
              32.81
            ],
            [
              -78.71,
              32.86
            ]
          ]
        ]
      },
      "raw_probability": 0.1245,
      "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "f9c7a3d9d4167c793a539f7df8501c8d72ba8aef869706e7678ee8ec1415eac4",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.1245,
        "probability": 0.001923,
        "confidence_lo": 0.001896,
        "confidence_hi": 0.001923,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9f1be85151ec7e5f180fcb463a40391e5da43c4367896cf665714243294c727b",
        "signature": {
          "alg": "ed25519",
          "sig": "67c5a8f7e0b7b89cc150042506a781bccf3f60bd3fb4d7fea07a2035c17d85702a47a7ff263f355a391125f527cbad244959fdd12f54cc20023a098e8a7bc401"
        }
      },
      "receipt_sha256": "9f1be85151ec7e5f180fcb463a40391e5da43c4367896cf665714243294c727b"
    },
    {
      "storm_id": "274660",
      "lat": 32.8678,
      "lon": -108.8122,
      "motion_east": 3.4,
      "motion_south": -4.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1208.0,
      "ebshear": 33.0,
      "srh01": 68.0,
      "maxllaz": 0.003,
      "mesh": 0.05,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 68.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.2361
        },
        {
          "name": "alignment",
          "value": 0.2539
        },
        {
          "name": "tau",
          "value": 1.4997
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1225
      },
      "coherence_score": 1.4997177124023438,
      "coherence_diagnostics": {
        "tau": 1.4997177124023438,
        "grad_tau": 0.6718984246253967,
        "torsion": 0.0,
        "alignment": 0.2538594603538513,
        "S_field": 0.9871687889099121,
        "Gamma_field": 0.49665367603302,
        "S_over_Gamma": 1.987640142440796,
        "Da": 31.391828536987305,
        "E_coh": 0.9845657348632812,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.83,
              32.9
            ],
            [
              -108.79,
              32.9
            ],
            [
              -108.78,
              32.89
            ],
            [
              -108.78,
              32.84
            ],
            [
              -108.79,
              32.83
            ],
            [
              -108.83,
              32.83
            ],
            [
              -108.84,
              32.84
            ],
            [
              -108.84,
              32.88
            ],
            [
              -108.83,
              32.9
            ]
          ]
        ]
      },
      "raw_probability": 0.1225,
      "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "0e8790c09c420e519d8063c99c3336322e0bfef9898c428837784df35224d563",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.1225,
        "probability": 0.001923,
        "confidence_lo": 0.001896,
        "confidence_hi": 0.001923,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6167ccdf1f6a37f86946cf2b1dc7246857e32dd25994d45e9aca9f85435f4acf",
        "signature": {
          "alg": "ed25519",
          "sig": "2d4669587e473d68d1f5a106fe7c73a6eacecbc5915e0f62ffbf985c72a8a5e47c67c03af58b959926da64ddb8a4a5a478534d890235055fa705c7c8f261d10a"
        }
      },
      "receipt_sha256": "6167ccdf1f6a37f86946cf2b1dc7246857e32dd25994d45e9aca9f85435f4acf"
    },
    {
      "storm_id": "274481",
      "lat": 49.4363,
      "lon": -71.6637,
      "motion_east": 6.7,
      "motion_south": -4.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 24.0,
      "ebshear": 18.0,
      "srh01": 14.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.8611
        },
        {
          "name": "alignment",
          "value": -7.3083
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.117
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.6806738376617432,
        "torsion": 0.0,
        "alignment": -7.30828857421875,
        "S_field": 0.3701666593551636,
        "Gamma_field": 0.17748697102069855,
        "S_over_Gamma": 2.085598945617676,
        "Da": 10.725118637084961,
        "E_coh": 0.20813173055648804,
        "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": [
          [
            [
              -71.69,
              49.46
            ],
            [
              -71.64,
              49.46
            ],
            [
              -71.63,
              49.45
            ],
            [
              -71.63,
              49.42
            ],
            [
              -71.64,
              49.41
            ],
            [
              -71.69,
              49.41
            ],
            [
              -71.7,
              49.42
            ],
            [
              -71.69,
              49.46
            ]
          ]
        ]
      },
      "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "254250e7f33e5522fb138a8b834a17ba4ffd77c4d018672c7b7cda315888f31c",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.117,
        "probability": 0.001923,
        "confidence_lo": 0.001896,
        "confidence_hi": 0.001923,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "714fd43bbb9ddd63d87a167bf79a539f685a0df5a5778ec91a0630be4b582e6a",
        "signature": {
          "alg": "ed25519",
          "sig": "f518768d7a7daeb12943e683aaf31e0b1a1a3ce709f0cf160350895a2997b647084996dbccfbd6c0b928252449a2181c5ec9b98f8afefba7a69813fe57f8470c"
        }
      },
      "receipt_sha256": "714fd43bbb9ddd63d87a167bf79a539f685a0df5a5778ec91a0630be4b582e6a"
    },
    {
      "storm_id": "273037",
      "lat": 30.9229,
      "lon": -110.6457,
      "motion_east": 3.1,
      "motion_south": -3.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2984.0,
      "ebshear": 33.0,
      "srh01": 29.0,
      "maxllaz": 0.005,
      "mesh": 1.96,
      "flash_rate": 34.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.7361
        },
        {
          "name": "alignment",
          "value": -2.6337
        },
        {
          "name": "tau",
          "value": 1.6088
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1105
      },
      "coherence_score": 1.6088216304779053,
      "coherence_diagnostics": {
        "tau": 1.6088216304779053,
        "grad_tau": 0.7679306864738464,
        "torsion": 0.0,
        "alignment": -2.633659839630127,
        "S_field": 1.4839199781417847,
        "Gamma_field": 0.4749869704246521,
        "S_over_Gamma": 3.1241278648376465,
        "Da": 27.680505752563477,
        "E_coh": 0.9866167306900024,
        "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": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.65,
              30.99
            ],
            [
              -110.61,
              30.99
            ],
            [
              -110.58,
              30.95
            ],
            [
              -110.58,
              30.93
            ],
            [
              -110.56,
              30.89
            ],
            [
              -110.56,
              30.85
            ],
            [
              -110.59,
              30.82
            ],
            [
              -110.65,
              30.82
            ],
            [
              -110.73,
              30.9
            ],
            [
              -110.74,
              30.92
            ],
            [
              -110.74,
              30.94
            ],
            [
              -110.72,
              30.96
            ],
            [
              -110.68,
              30.97
            ],
            [
              -110.65,
              30.99
            ]
          ]
        ]
      },
      "raw_probability": 0.1105,
      "confidence_lo": 0.0017,
      "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "23aeb7181a34a4073a9b481c6b252d880d708961775119bb13a83d98982b2e4b",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.1105,
        "probability": 0.001912,
        "confidence_lo": 0.001696,
        "confidence_hi": 0.001912,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9059b6012f5a81acc22b4c7c11a47f8b86aad340a09b5e9303e47e6b7612e4f6",
        "signature": {
          "alg": "ed25519",
          "sig": "9391acb38185446bff537270957dda36c294f044f6f1a116c88855d5b8101d1e59f7045a7737ee05341e41b19cfb8a2f2ddda10f12b5746af8894555c6d7a200"
        }
      },
      "receipt_sha256": "9059b6012f5a81acc22b4c7c11a47f8b86aad340a09b5e9303e47e6b7612e4f6"
    },
    {
      "storm_id": "273570",
      "lat": 30.4657,
      "lon": -82.6186,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2267.0,
      "ebshear": 16.0,
      "srh01": 86.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 86.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.9861
        },
        {
          "name": "alignment",
          "value": 0.2835
        },
        {
          "name": "tau",
          "value": 2.0487
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1058
      },
      "coherence_score": 2.048685312271118,
      "coherence_diagnostics": {
        "tau": 2.048685312271118,
        "grad_tau": 0.4760761559009552,
        "torsion": 0.0,
        "alignment": 0.28352057933807373,
        "S_field": 0.2461901307106018,
        "Gamma_field": 0.2524870038032532,
        "S_over_Gamma": 0.9750605821609497,
        "Da": 14.665916442871094,
        "E_coh": 0.7128827571868896,
        "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": [
          [
            [
              -82.57,
              30.52
            ],
            [
              -82.59,
              30.48
            ],
            [
              -82.58,
              30.44
            ],
            [
              -82.59,
              30.44
            ],
            [
              -82.61,
              30.42
            ],
            [
              -82.63,
              30.42
            ],
            [
              -82.64,
              30.43
            ],
            [
              -82.65,
              30.42
            ],
            [
              -82.67,
              30.43
            ],
            [
              -82.68,
              30.49
            ],
            [
              -82.64,
              30.51
            ],
            [
              -82.63,
              30.5
            ],
            [
              -82.61,
              30.5
            ],
            [
              -82.57,
              30.52
            ]
          ]
        ]
      },
      "raw_probability": 0.1058,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "7f75ab1317bb0190d33b6607d5659e6214a67b6508ec7d0f09fcf5ddad119f8f",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.1058,
        "probability": 0.001396,
        "confidence_lo": 0.001269,
        "confidence_hi": 0.001396,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "abe1b779453862b420a8b884b8b5e56713f4051c42dcec6650b4934305663922",
        "signature": {
          "alg": "ed25519",
          "sig": "c79e6660877e3c8de76a8a5170921b6e40a3b19bb373a1147c91d68fc6d1fa6aa6af9ba28a2752b965cdc9ad0877c99b218dec54c61e7fc39fa29ed109192309"
        }
      },
      "receipt_sha256": "abe1b779453862b420a8b884b8b5e56713f4051c42dcec6650b4934305663922"
    },
    {
      "storm_id": "273956",
      "lat": 31.72,
      "lon": -81.0467,
      "motion_east": 6.0,
      "motion_south": -1.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2699.0,
      "ebshear": 24.0,
      "srh01": 54.0,
      "maxllaz": 0.005,
      "mesh": 0.14,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 54.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.6111
        },
        {
          "name": "alignment",
          "value": 0.0453
        },
        {
          "name": "tau",
          "value": 1.8314
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.105
      },
      "coherence_score": 1.8314052820205688,
      "coherence_diagnostics": {
        "tau": 1.8314052820205688,
        "grad_tau": 0.10726714879274368,
        "torsion": 0.0,
        "alignment": 0.04526284337043762,
        "S_field": 0.4543004035949707,
        "Gamma_field": 0.2641536593437195,
        "S_over_Gamma": 1.7198338508605957,
        "Da": 15.251988410949707,
        "E_coh": 0.9581024050712585,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.08,
              31.82
            ],
            [
              -81.02,
              31.82
            ],
            [
              -80.98,
              31.8
            ],
            [
              -80.97,
              31.79
            ],
            [
              -80.97,
              31.76
            ],
            [
              -80.96,
              31.75
            ],
            [
              -80.98,
              31.71
            ],
            [
              -80.98,
              31.67
            ],
            [
              -80.99,
              31.65
            ],
            [
              -81.02,
              31.62
            ],
            [
              -81.04,
              31.62
            ],
            [
              -81.05,
              31.61
            ],
            [
              -81.07,
              31.61
            ],
            [
              -81.11,
              31.63
            ],
            [
              -81.13,
              31.66
            ],
            [
              -81.13,
              31.7
            ],
            [
              -81.11,
              31.73
            ],
            [
              -81.11,
              31.77
            ],
            [
              -81.1,
              31.78
            ],
            [
              -81.1,
              31.8
            ],
            [
              -81.08,
              31.82
            ]
          ]
        ]
      },
      "raw_probability": 0.105,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "4e17b75eb0eb6fe87f0f84c6fabb647cb1d10741ddaad5d12627a92308e0b500",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.105,
        "probability": 0.001396,
        "confidence_lo": 0.001269,
        "confidence_hi": 0.001396,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d416124dfcd11759b802a6ef3028ef762e77586e3c24ab25b34d50761e95aae0",
        "signature": {
          "alg": "ed25519",
          "sig": "2acf5780d8bf19025b0adb36119f3776c22bf4b36cac678b35c24748958976a22cbe9ae101a79e081936d468470aeb398efd962859d094a2291378991435200f"
        }
      },
      "receipt_sha256": "d416124dfcd11759b802a6ef3028ef762e77586e3c24ab25b34d50761e95aae0"
    },
    {
      "storm_id": "274654",
      "lat": 35.1956,
      "lon": -74.4289,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1862.0,
      "ebshear": 16.0,
      "srh01": 42.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 65.2361
        },
        {
          "name": "alignment",
          "value": -0.4491
        },
        {
          "name": "tau",
          "value": 2.6162
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1047
      },
      "coherence_score": 2.6161766052246094,
      "coherence_diagnostics": {
        "tau": 2.6161766052246094,
        "grad_tau": 0.12504954636096954,
        "torsion": 0.0,
        "alignment": -0.44912123680114746,
        "S_field": 0.89896559715271,
        "Gamma_field": 0.30998697876930237,
        "S_over_Gamma": 2.900010824203491,
        "Da": 20.243392944335938,
        "E_coh": 0.8920004367828369,
        "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": [
          [
            [
              -74.45,
              35.22
            ],
            [
              -74.4,
              35.22
            ],
            [
              -74.39,
              35.21
            ],
            [
              -74.39,
              35.19
            ],
            [
              -74.41,
              35.16
            ],
            [
              -74.45,
              35.16
            ],
            [
              -74.46,
              35.17
            ],
            [
              -74.46,
              35.21
            ],
            [
              -74.45,
              35.22
            ]
          ]
        ]
      },
      "raw_probability": 0.1047,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "2e739d4e50a8bb26ef580cf5c3a44f4edd1fc26fd9239ffb6d2bd019d26c0c13",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.1047,
        "probability": 0.001396,
        "confidence_lo": 0.001269,
        "confidence_hi": 0.001396,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1ef854e4ced7eeb640a154ce6e0b1f769c6095695b2167c7b90ec70495cb544c",
        "signature": {
          "alg": "ed25519",
          "sig": "f83e2c7921dcdb7b8e57e7989b82ec28752fb5dd4e5eecbdfa8fefd3da7a5329e381561652b7566b716812eb2f0425d84ca5b903225941e46d15df3d1d108902"
        }
      },
      "receipt_sha256": "1ef854e4ced7eeb640a154ce6e0b1f769c6095695b2167c7b90ec70495cb544c"
    },
    {
      "storm_id": "274267",
      "lat": 31.3021,
      "lon": -111.23,
      "motion_east": 3.6,
      "motion_south": -2.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2571.0,
      "ebshear": 33.0,
      "srh01": 97.0,
      "maxllaz": 0.004,
      "mesh": 1.01,
      "flash_rate": 33.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 97.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.1111
        },
        {
          "name": "alignment",
          "value": 2.8026
        },
        {
          "name": "tau",
          "value": 0.6833
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1029
      },
      "coherence_score": 0.6832585334777832,
      "coherence_diagnostics": {
        "tau": 0.6832585334777832,
        "grad_tau": 0.5569000840187073,
        "torsion": 0.0,
        "alignment": 2.8025622367858887,
        "S_field": 0.3356753885746002,
        "Gamma_field": 2.1958200931549072,
        "S_over_Gamma": 0.15287016332149506,
        "Da": 125.11148834228516,
        "E_coh": 0.6821683049201965,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.24,
              31.37
            ],
            [
              -111.18,
              31.37
            ],
            [
              -111.17,
              31.36
            ],
            [
              -111.17,
              31.34
            ],
            [
              -111.16,
              31.33
            ],
            [
              -111.16,
              31.28
            ],
            [
              -111.2,
              31.24
            ],
            [
              -111.24,
              31.23
            ],
            [
              -111.25,
              31.22
            ],
            [
              -111.27,
              31.22
            ],
            [
              -111.33,
              31.25
            ],
            [
              -111.33,
              31.3
            ],
            [
              -111.28,
              31.35
            ],
            [
              -111.24,
              31.37
            ]
          ]
        ]
      },
      "raw_probability": 0.1029,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "9bd6f0728c24c24c75ce4081420206862b46ffadcfa7a06e9588ae6af7a0239d",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.1029,
        "probability": 0.001396,
        "confidence_lo": 0.001269,
        "confidence_hi": 0.001396,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cf770de25146fcca0781b42b5cf21401d111421e4c04d3e568a410a4b776e4b9",
        "signature": {
          "alg": "ed25519",
          "sig": "bbaa5165ba81677c5fb7ce803545b1544b3102e037d91597a360f29e7862edfb1be205b8dd75f11ab584af4947940e09e3802a43b0427118c24f88b49d9ebc00"
        }
      },
      "receipt_sha256": "cf770de25146fcca0781b42b5cf21401d111421e4c04d3e568a410a4b776e4b9"
    },
    {
      "storm_id": "274452",
      "lat": 47.0845,
      "lon": -96.5905,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2473.0,
      "ebshear": 53.0,
      "srh01": 98.0,
      "maxllaz": 0.005,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 98.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.3611
        },
        {
          "name": "alignment",
          "value": 3.0169
        },
        {
          "name": "tau",
          "value": 0.9121
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1015
      },
      "coherence_score": 0.9121090173721313,
      "coherence_diagnostics": {
        "tau": 0.9121090173721313,
        "grad_tau": 0.17759883403778076,
        "torsion": 0.0,
        "alignment": 3.016916513442993,
        "S_field": 0.24719923734664917,
        "Gamma_field": 0.2833203375339508,
        "S_over_Gamma": 0.8725079298019409,
        "Da": 15.395854949951172,
        "E_coh": 0.33304205536842346,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.55,
              47.23
            ],
            [
              -96.51,
              47.23
            ],
            [
              -96.49,
              47.2
            ],
            [
              -96.51,
              47.16
            ],
            [
              -96.55,
              47.14
            ],
            [
              -96.55,
              47.08
            ],
            [
              -96.53,
              47.06
            ],
            [
              -96.55,
              47.02
            ],
            [
              -96.55,
              46.99
            ],
            [
              -96.57,
              46.98
            ],
            [
              -96.6,
              46.98
            ],
            [
              -96.61,
              46.97
            ],
            [
              -96.64,
              46.97
            ],
            [
              -96.67,
              46.99
            ],
            [
              -96.67,
              47.01
            ],
            [
              -96.68,
              47.02
            ],
            [
              -96.68,
              47.04
            ],
            [
              -96.66,
              47.06
            ],
            [
              -96.64,
              47.1
            ],
            [
              -96.65,
              47.2
            ],
            [
              -96.58,
              47.2
            ],
            [
              -96.55,
              47.23
            ]
          ]
        ]
      },
      "raw_probability": 0.1015,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "aab59c8095d7ad0ac24c2552ea76822f56570bed69b15c64b4e8bd95bb06f7c5",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.1015,
        "probability": 0.001396,
        "confidence_lo": 0.001269,
        "confidence_hi": 0.001396,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0af0e6408f7fd0b2c4969409732a20e5bacee8f1a6ea184b072ed15709af1e50",
        "signature": {
          "alg": "ed25519",
          "sig": "ac322652182bbef4764f6574ba481c5229133913c00c837394b347ee41b750bf55ac7a4ee95660ddbdad290fd46ad09c075e097e8ba4c189c9775cba5df7420e"
        }
      },
      "receipt_sha256": "0af0e6408f7fd0b2c4969409732a20e5bacee8f1a6ea184b072ed15709af1e50"
    },
    {
      "storm_id": "274626",
      "lat": 46.8608,
      "lon": -96.7392,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2795.0,
      "ebshear": 51.0,
      "srh01": 88.0,
      "maxllaz": 0.008,
      "mesh": 0.57,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 88.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.3611
        },
        {
          "name": "alignment",
          "value": 3.0169
        },
        {
          "name": "tau",
          "value": 0.9121
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1015
      },
      "coherence_score": 0.9121090173721313,
      "coherence_diagnostics": {
        "tau": 0.9121090173721313,
        "grad_tau": 0.17759883403778076,
        "torsion": 0.0,
        "alignment": 3.016916513442993,
        "S_field": 0.24719923734664917,
        "Gamma_field": 0.2833203375339508,
        "S_over_Gamma": 0.8725079298019409,
        "Da": 15.395854949951172,
        "E_coh": 0.33304205536842346,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.75,
              46.9
            ],
            [
              -96.71,
              46.9
            ],
            [
              -96.7,
              46.89
            ],
            [
              -96.7,
              46.86
            ],
            [
              -96.69,
              46.84
            ],
            [
              -96.72,
              46.82
            ],
            [
              -96.75,
              46.82
            ],
            [
              -96.76,
              46.83
            ],
            [
              -96.8,
              46.82
            ],
            [
              -96.77,
              46.86
            ],
            [
              -96.77,
              46.89
            ],
            [
              -96.75,
              46.9
            ]
          ]
        ]
      },
      "raw_probability": 0.1015,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "aab59c8095d7ad0ac24c2552ea76822f56570bed69b15c64b4e8bd95bb06f7c5",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.1015,
        "probability": 0.001396,
        "confidence_lo": 0.001269,
        "confidence_hi": 0.001396,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0af0e6408f7fd0b2c4969409732a20e5bacee8f1a6ea184b072ed15709af1e50",
        "signature": {
          "alg": "ed25519",
          "sig": "ac322652182bbef4764f6574ba481c5229133913c00c837394b347ee41b750bf55ac7a4ee95660ddbdad290fd46ad09c075e097e8ba4c189c9775cba5df7420e"
        }
      },
      "receipt_sha256": "0af0e6408f7fd0b2c4969409732a20e5bacee8f1a6ea184b072ed15709af1e50"
    },
    {
      "storm_id": "274569",
      "lat": 30.4145,
      "lon": -110.6,
      "motion_east": 3.9,
      "motion_south": 0.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3658.0,
      "ebshear": 35.0,
      "srh01": 16.0,
      "maxllaz": 0.004,
      "mesh": 0.72,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.1111
        },
        {
          "name": "alignment",
          "value": -2.4661
        },
        {
          "name": "tau",
          "value": 1.4877
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1001
      },
      "coherence_score": 1.4876620769500732,
      "coherence_diagnostics": {
        "tau": 1.4876620769500732,
        "grad_tau": 0.6716616153717041,
        "torsion": 0.0,
        "alignment": -2.466139554977417,
        "S_field": 1.2572965621948242,
        "Gamma_field": 0.9699869751930237,
        "S_over_Gamma": 1.2961994409561157,
        "Da": 56.52301788330078,
        "E_coh": 0.9572874903678894,
        "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": [
          [
            [
              -110.59,
              30.45
            ],
            [
              -110.57,
              30.44
            ],
            [
              -110.57,
              30.42
            ],
            [
              -110.58,
              30.41
            ],
            [
              -110.58,
              30.37
            ],
            [
              -110.59,
              30.36
            ],
            [
              -110.63,
              30.36
            ],
            [
              -110.66,
              30.42
            ],
            [
              -110.64,
              30.44
            ],
            [
              -110.6,
              30.44
            ],
            [
              -110.59,
              30.45
            ]
          ]
        ]
      },
      "raw_probability": 0.1001,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "2bbe8d3dc5244e323574980441bf0feac30a981b43bbe82495257c3d99842a3d",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.1001,
        "probability": 0.001396,
        "confidence_lo": 0.001269,
        "confidence_hi": 0.001396,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1ce8dd9b98828221fb63a0fab1e635d386972ce39af8dad6ae34dfcc45854461",
        "signature": {
          "alg": "ed25519",
          "sig": "8853e8f5b6c271d8e98dd03fe30cdda60e2f2cadc88be70278f2b4cf642062b295775f440fa693a0d2e5544f5ef2d4bfc6867a9d5c7c89571c20a3f8af692a0f"
        }
      },
      "receipt_sha256": "1ce8dd9b98828221fb63a0fab1e635d386972ce39af8dad6ae34dfcc45854461"
    },
    {
      "storm_id": "274182",
      "lat": 31.4928,
      "lon": -111.0083,
      "motion_east": 3.1,
      "motion_south": -5.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1983.0,
      "ebshear": 29.0,
      "srh01": 55.0,
      "maxllaz": 0.003,
      "mesh": 0.51,
      "flash_rate": 14.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.3611
        },
        {
          "name": "alignment",
          "value": 1.3842
        },
        {
          "name": "tau",
          "value": 0.5628
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0994
      },
      "coherence_score": 0.5628089904785156,
      "coherence_diagnostics": {
        "tau": 0.5628089904785156,
        "grad_tau": 0.46452024579048157,
        "torsion": 8.191432421256195e-09,
        "alignment": 1.3841822147369385,
        "S_field": 0.2934935390949249,
        "Gamma_field": 2.2508201599121094,
        "S_over_Gamma": 0.13039404153823853,
        "Da": 129.276123046875,
        "E_coh": 0.41936564445495605,
        "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": [
          [
            [
              -110.97,
              31.64
            ],
            [
              -110.93,
              31.64
            ],
            [
              -110.93,
              31.63
            ],
            [
              -110.9,
              31.6
            ],
            [
              -110.9,
              31.56
            ],
            [
              -110.91,
              31.55
            ],
            [
              -110.92,
              31.48
            ],
            [
              -110.93,
              31.47
            ],
            [
              -110.97,
              31.46
            ],
            [
              -111.02,
              31.41
            ],
            [
              -111.02,
              31.39
            ],
            [
              -111.03,
              31.38
            ],
            [
              -111.06,
              31.38
            ],
            [
              -111.07,
              31.37
            ],
            [
              -111.08,
              31.38
            ],
            [
              -111.1,
              31.38
            ],
            [
              -111.11,
              31.39
            ],
            [
              -111.09,
              31.42
            ],
            [
              -111.09,
              31.45
            ],
            [
              -111.08,
              31.46
            ],
            [
              -111.05,
              31.46
            ],
            [
              -111.04,
              31.47
            ],
            [
              -111.03,
              31.46
            ],
            [
              -111.0,
              31.48
            ],
            [
              -111.02,
              31.52
            ],
            [
              -111.02,
              31.59
            ],
            [
              -111.0,
              31.61
            ],
            [
              -111.0,
              31.62
            ],
            [
              -110.97,
              31.64
            ]
          ]
        ]
      },
      "raw_probability": 0.0994,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "a721b37d95a3133e4fe5a64f408ae330caae420f028848f9a5742553ecb1e7cc",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0994,
        "probability": 0.001396,
        "confidence_lo": 0.001269,
        "confidence_hi": 0.001396,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5b7d70ceb568dcd0dea50554edadb05331e46514317eb3d4de962fc3555e0329",
        "signature": {
          "alg": "ed25519",
          "sig": "2e0edcd2a638b5c152217304836c08aaa9eabe68b084e7d2c7dd27aa18a847c0d44233a49b41ae713d67f9d3fb8ebd2bd37f37ac4cf67b1282deeac3c1c09b04"
        }
      },
      "receipt_sha256": "5b7d70ceb568dcd0dea50554edadb05331e46514317eb3d4de962fc3555e0329"
    },
    {
      "storm_id": "273711",
      "lat": 33.7644,
      "lon": -78.9461,
      "motion_east": 5.3,
      "motion_south": -3.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2479.0,
      "ebshear": 19.0,
      "srh01": 40.0,
      "maxllaz": 0.004,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.3611
        },
        {
          "name": "alignment",
          "value": 3.4178
        },
        {
          "name": "tau",
          "value": 2.0574
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0991
      },
      "coherence_score": 2.05743145942688,
      "coherence_diagnostics": {
        "tau": 2.05743145942688,
        "grad_tau": 0.17300520837306976,
        "torsion": 0.0,
        "alignment": 3.4178218841552734,
        "S_field": 1.0300551652908325,
        "Gamma_field": 0.23832030594348907,
        "S_over_Gamma": 4.322145938873291,
        "Da": 15.030045509338379,
        "E_coh": 0.9201871752738953,
        "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": [
          [
            [
              -78.93,
              33.86
            ],
            [
              -78.87,
              33.85
            ],
            [
              -78.87,
              33.82
            ],
            [
              -78.88,
              33.8
            ],
            [
              -78.93,
              33.76
            ],
            [
              -78.9,
              33.7
            ],
            [
              -78.91,
              33.66
            ],
            [
              -78.95,
              33.63
            ],
            [
              -78.98,
              33.63
            ],
            [
              -79.05,
              33.71
            ],
            [
              -79.05,
              33.74
            ],
            [
              -79.02,
              33.76
            ],
            [
              -78.96,
              33.76
            ],
            [
              -78.94,
              33.78
            ],
            [
              -78.94,
              33.79
            ],
            [
              -78.96,
              33.81
            ],
            [
              -78.96,
              33.84
            ],
            [
              -78.93,
              33.86
            ]
          ]
        ]
      },
      "raw_probability": 0.0991,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "98bdb1c255b8ae6afc1bb3d12854dd6a05ba3f6882a47e82472c104c698b5ca1",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0991,
        "probability": 0.001396,
        "confidence_lo": 0.001269,
        "confidence_hi": 0.001396,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "48a3cca10d43fdb162fe437d01e99f7e526e2518874a98419421ff5e64a95fca",
        "signature": {
          "alg": "ed25519",
          "sig": "9ad25aabc00af204eeff323fb8343496f3177862c323d82bafe7f392ac26d588f5a6167a40c713ea04382f5af42c203472affff6e61a2e57ea719cb214efff0a"
        }
      },
      "receipt_sha256": "48a3cca10d43fdb162fe437d01e99f7e526e2518874a98419421ff5e64a95fca"
    },
    {
      "storm_id": "274623",
      "lat": 49.8615,
      "lon": -91.4623,
      "motion_east": 3.5,
      "motion_south": -4.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 786.0,
      "ebshear": 58.0,
      "srh01": 141.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 141.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.8611
        },
        {
          "name": "alignment",
          "value": -1.2458
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0965
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5520243048667908,
        "torsion": 0.0,
        "alignment": -1.24578857421875,
        "S_field": 0.1665012538433075,
        "Gamma_field": 0.3391536772251129,
        "S_over_Gamma": 0.49093160033226013,
        "Da": 18.9637508392334,
        "E_coh": 0.40078407526016235,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.56,
              49.93
            ],
            [
              -91.44,
              49.93
            ],
            [
              -91.4,
              49.91
            ],
            [
              -91.37,
              49.88
            ],
            [
              -91.37,
              49.83
            ],
            [
              -91.38,
              49.81
            ],
            [
              -91.41,
              49.79
            ],
            [
              -91.44,
              49.79
            ],
            [
              -91.45,
              49.8
            ],
            [
              -91.49,
              49.81
            ],
            [
              -91.57,
              49.87
            ],
            [
              -91.57,
              49.92
            ],
            [
              -91.56,
              49.93
            ]
          ]
        ]
      },
      "raw_probability": 0.0965,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "663b85fe1a073bdfb66e47868ed34a347294c363d1775bce673026626fa197b5",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0965,
        "probability": 0.001396,
        "confidence_lo": 0.001269,
        "confidence_hi": 0.001396,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d2a7b4b9e236c8f47a9b8496ec4f738b80280463151099d233cf915f7b3e7c78",
        "signature": {
          "alg": "ed25519",
          "sig": "0956fca46c370871ed0c7bdb33a2623da0b0538e0542b7db99e1dab100193c05d55a39ad5021e4bb3b2d7b4a1c3377c20c8ca908e681e8c77dcdbc411ae4000c"
        }
      },
      "receipt_sha256": "d2a7b4b9e236c8f47a9b8496ec4f738b80280463151099d233cf915f7b3e7c78"
    },
    {
      "storm_id": "274637",
      "lat": 34.9192,
      "lon": -79.3392,
      "motion_east": 4.6,
      "motion_south": -2.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2412.0,
      "ebshear": 23.0,
      "srh01": 32.0,
      "maxllaz": 0.003,
      "mesh": 0.12,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.1111
        },
        {
          "name": "alignment",
          "value": -1.9488
        },
        {
          "name": "tau",
          "value": 1.8046
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0959
      },
      "coherence_score": 1.8046290874481201,
      "coherence_diagnostics": {
        "tau": 1.8046290874481201,
        "grad_tau": 0.19989369809627533,
        "torsion": 0.0,
        "alignment": -1.9487600326538086,
        "S_field": 0.4427395462989807,
        "Gamma_field": 0.3183203339576721,
        "S_over_Gamma": 1.3908616304397583,
        "Da": 19.13771629333496,
        "E_coh": 0.892180860042572,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.34,
              34.99
            ],
            [
              -79.33,
              34.98
            ],
            [
              -79.3,
              34.98
            ],
            [
              -79.27,
              34.96
            ],
            [
              -79.27,
              34.9
            ],
            [
              -79.29,
              34.88
            ],
            [
              -79.35,
              34.85
            ],
            [
              -79.36,
              34.86
            ],
            [
              -79.4,
              34.86
            ],
            [
              -79.41,
              34.87
            ],
            [
              -79.41,
              34.91
            ],
            [
              -79.34,
              34.99
            ]
          ]
        ]
      },
      "raw_probability": 0.0959,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "cf7934df3c21efd56e199fb3ab038fce9bf2cee79efd373378b98ebbb64ded85",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0959,
        "probability": 0.001396,
        "confidence_lo": 0.001269,
        "confidence_hi": 0.001396,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8fae79a65f084e4b94f59c3636eae7f828324d0b4afca175f548f09752149b19",
        "signature": {
          "alg": "ed25519",
          "sig": "729b465aa3957e37f7b22b85a36a1cedc8c726714325124a1a5b2a589887d41e3e555d5b9ab11dcfbd98e1db6037bcddb3d6e7376493ac0a00752c12d0051502"
        }
      },
      "receipt_sha256": "8fae79a65f084e4b94f59c3636eae7f828324d0b4afca175f548f09752149b19"
    },
    {
      "storm_id": "274647",
      "lat": 49.709,
      "lon": -66.377,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.9861
        },
        {
          "name": "alignment",
          "value": 0.0
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0929
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.0,
        "torsion": 0.0,
        "alignment": 0.0,
        "S_field": 0.45636987686157227,
        "Gamma_field": 0.15248697996139526,
        "S_over_Gamma": 2.992844820022583,
        "Da": 9.180747032165527,
        "E_coh": 0.601996123790741,
        "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": [
          [
            [
              -66.37,
              49.74
            ],
            [
              -66.31,
              49.74
            ],
            [
              -66.29,
              49.71
            ],
            [
              -66.3,
              49.67
            ],
            [
              -66.42,
              49.67
            ],
            [
              -66.43,
              49.68
            ],
            [
              -66.45,
              49.68
            ],
            [
              -66.45,
              49.73
            ],
            [
              -66.38,
              49.73
            ],
            [
              -66.37,
              49.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0929,
      "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "82b5d065167f1f6f9abbc617d2a3010afea0403db46a1e33c04f44972e13d34e",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0929,
        "probability": 0.001259,
        "confidence_lo": 0.001154,
        "confidence_hi": 0.001259,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "38083953fb82d0ec4dcc0f0aaea9948cfd4a6c537d161fdd365e69c6ccd9ea69",
        "signature": {
          "alg": "ed25519",
          "sig": "4baa9f7dc138d3ee7a70420a04b71424a7a84a47fa53e41ee748246c12db3e3f6ce0a62203528cd469d68b3ac7cb096722d58baa58f2ee12e7a69dd9f5eb4a03"
        }
      },
      "receipt_sha256": "38083953fb82d0ec4dcc0f0aaea9948cfd4a6c537d161fdd365e69c6ccd9ea69"
    },
    {
      "storm_id": "274322",
      "lat": 32.8683,
      "lon": -110.0783,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1678.0,
      "ebshear": 35.0,
      "srh01": 82.0,
      "maxllaz": 0.002,
      "mesh": 1.06,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 82.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.7361
        },
        {
          "name": "alignment",
          "value": 0.6664
        },
        {
          "name": "tau",
          "value": 0.8205
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0894
      },
      "coherence_score": 0.8205007910728455,
      "coherence_diagnostics": {
        "tau": 0.8205007910728455,
        "grad_tau": 0.5858714580535889,
        "torsion": 0.0,
        "alignment": 0.666418194770813,
        "S_field": 0.4103466868400574,
        "Gamma_field": 0.9558203816413879,
        "S_over_Gamma": 0.429313600063324,
        "Da": 57.51309585571289,
        "E_coh": 0.8962223529815674,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.1,
              32.9
            ],
            [
              -110.09,
              32.89
            ],
            [
              -110.07,
              32.89
            ],
            [
              -110.06,
              32.9
            ],
            [
              -110.05,
              32.89
            ],
            [
              -110.04,
              32.87
            ],
            [
              -110.04,
              32.84
            ],
            [
              -110.05,
              32.82
            ],
            [
              -110.1,
              32.82
            ],
            [
              -110.12,
              32.84
            ],
            [
              -110.12,
              32.86
            ],
            [
              -110.1,
              32.9
            ]
          ]
        ]
      },
      "raw_probability": 0.0894,
      "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "20b5d5e2382751d8678d3f2155442a8f39d6be81755e03a5ae58b849bea4a6f8",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0894,
        "probability": 0.001259,
        "confidence_lo": 0.001154,
        "confidence_hi": 0.001259,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "070be6b84971f51c9b23ac60dabee98d831c5291fdd329e670715465aad4d418",
        "signature": {
          "alg": "ed25519",
          "sig": "8268baa474681155bb7f2089f664a52fccdeabbdb384ca3a4176e7cfb7bb8a87077a8b50760f0521de383e041c7c92ba009873fa0912337dcd615ec095ca070f"
        }
      },
      "receipt_sha256": "070be6b84971f51c9b23ac60dabee98d831c5291fdd329e670715465aad4d418"
    },
    {
      "storm_id": "274595",
      "lat": 25.1289,
      "lon": -80.82,
      "motion_east": 3.7,
      "motion_south": 0.3,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3128.0,
      "ebshear": 22.0,
      "srh01": 32.0,
      "maxllaz": 0.002,
      "mesh": 0.52,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.3611
        },
        {
          "name": "alignment",
          "value": -0.1292
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.089
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.6997995376586914,
        "torsion": 0.0,
        "alignment": -0.12921142578125,
        "S_field": 1.2056379318237305,
        "Gamma_field": 0.21665364503860474,
        "S_over_Gamma": 5.564817428588867,
        "Da": 13.161495208740234,
        "E_coh": 0.9853457808494568,
        "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": [
          [
            [
              -80.8,
              25.16
            ],
            [
              -80.79,
              25.14
            ],
            [
              -80.79,
              25.1
            ],
            [
              -80.8,
              25.09
            ],
            [
              -80.84,
              25.1
            ],
            [
              -80.86,
              25.12
            ],
            [
              -80.86,
              25.15
            ],
            [
              -80.84,
              25.14
            ],
            [
              -80.8,
              25.16
            ]
          ]
        ]
      },
      "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "3bdab7bd181522d57059592f797a68e049a938cf92d328119e711149eba2be29",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.089,
        "probability": 0.001259,
        "confidence_lo": 0.001154,
        "confidence_hi": 0.001259,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "60bc912d2445adb1d924e343bc657cd1c8979d2af85272b90833d74901b74092",
        "signature": {
          "alg": "ed25519",
          "sig": "b468079d0f3a4f2ea3b636d50869ca30fe15de2774399426d8963ab6ef05c26d2e98933c90a1e98d045c82d8a954fe2ea52d09bd31c91b7ea7ffba8fd7629107"
        }
      },
      "receipt_sha256": "60bc912d2445adb1d924e343bc657cd1c8979d2af85272b90833d74901b74092"
    },
    {
      "storm_id": "274556",
      "lat": 47.9114,
      "lon": -74.8086,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 496.0,
      "ebshear": 27.0,
      "srh01": 106.0,
      "maxllaz": 0.001,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 106.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.7361
        },
        {
          "name": "alignment",
          "value": 13.6009
        },
        {
          "name": "tau",
          "value": 0.7978
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0887
      },
      "coherence_score": 0.7977727651596069,
      "coherence_diagnostics": {
        "tau": 0.7977727651596069,
        "grad_tau": 0.2927563786506653,
        "torsion": 0.0,
        "alignment": 13.600908279418945,
        "S_field": 0.3087645173072815,
        "Gamma_field": 0.17915363609790802,
        "S_over_Gamma": 1.7234622240066528,
        "Da": 10.006647109985352,
        "E_coh": 0.6658378839492798,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.84,
              47.95
            ],
            [
              -74.81,
              47.95
            ],
            [
              -74.76,
              47.9
            ],
            [
              -74.76,
              47.87
            ],
            [
              -74.81,
              47.85
            ],
            [
              -74.84,
              47.91
            ],
            [
              -74.84,
              47.95
            ]
          ]
        ]
      },
      "raw_probability": 0.0887,
      "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "99ab4f29e50a8353339026842b012ab25435a19dd03943d30de8b20c33522e35",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0887,
        "probability": 0.001259,
        "confidence_lo": 0.001154,
        "confidence_hi": 0.001259,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ff378c3f44bc02c12784406e662e782f64790f09834182b50626f182fd7f0c4a",
        "signature": {
          "alg": "ed25519",
          "sig": "6282daca4b0f14e9e819f5d6b0a14980ee334a5a6121df42bdbf1af7569d406413b48ccf0aacd7250046fc546b0c7836e868c6ba8289dc7f2a43bceb0602050a"
        }
      },
      "receipt_sha256": "ff378c3f44bc02c12784406e662e782f64790f09834182b50626f182fd7f0c4a"
    },
    {
      "storm_id": "274475",
      "lat": 49.7425,
      "lon": -66.59,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.9861
        },
        {
          "name": "alignment",
          "value": 0.0
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0886
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.0,
        "torsion": 0.0,
        "alignment": 0.0,
        "S_field": 0.45636987686157227,
        "Gamma_field": 0.15248697996139526,
        "S_over_Gamma": 2.992844820022583,
        "Da": 9.180747032165527,
        "E_coh": 0.601996123790741,
        "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": [
          [
            [
              -66.61,
              49.77
            ],
            [
              -66.57,
              49.77
            ],
            [
              -66.56,
              49.76
            ],
            [
              -66.56,
              49.72
            ],
            [
              -66.58,
              49.71
            ],
            [
              -66.61,
              49.71
            ],
            [
              -66.62,
              49.73
            ],
            [
              -66.61,
              49.77
            ]
          ]
        ]
      },
      "raw_probability": 0.0886,
      "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "92a89d1e782f4e567900a78fee03668e15d76857c2659d92d5eaf6a29b2a13e0",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0886,
        "probability": 0.001259,
        "confidence_lo": 0.001154,
        "confidence_hi": 0.001259,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8e4dfa6fdfbd15d33a49fe9bcf8cae70874f9a89e954b8a69b1018fb49fb9d8f",
        "signature": {
          "alg": "ed25519",
          "sig": "7a5f33d61a65203aca54edd76ca9c10ee1923f873522cd0a17879bb4fca1c805797eb03609e98c56c6e7facf4003b8de659e71675eb37ff5a46d438cdd76c30e"
        }
      },
      "receipt_sha256": "8e4dfa6fdfbd15d33a49fe9bcf8cae70874f9a89e954b8a69b1018fb49fb9d8f"
    },
    {
      "storm_id": "274591",
      "lat": 28.52,
      "lon": -83.8075,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2885.0,
      "ebshear": 14.0,
      "srh01": 58.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 58.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.1111
        },
        {
          "name": "alignment",
          "value": 2.5057
        },
        {
          "name": "tau",
          "value": 3.1641
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0883
      },
      "coherence_score": 3.1641347408294678,
      "coherence_diagnostics": {
        "tau": 3.1641347408294678,
        "grad_tau": 0.40497690439224243,
        "torsion": 0.0,
        "alignment": 2.5057125091552734,
        "S_field": 1.1675220727920532,
        "Gamma_field": 0.1833203136920929,
        "S_over_Gamma": 6.3687543869018555,
        "Da": 10.911359786987305,
        "E_coh": 0.9693341255187988,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.83,
              28.56
            ],
            [
              -83.8,
              28.56
            ],
            [
              -83.79,
              28.55
            ],
            [
              -83.78,
              28.56
            ],
            [
              -83.77,
              28.55
            ],
            [
              -83.77,
              28.51
            ],
            [
              -83.79,
              28.47
            ],
            [
              -83.81,
              28.47
            ],
            [
              -83.82,
              28.48
            ],
            [
              -83.84,
              28.47
            ],
            [
              -83.86,
              28.5
            ],
            [
              -83.83,
              28.56
            ]
          ]
        ]
      },
      "raw_probability": 0.0883,
      "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "2c13e69765778fbcfbcc34a00647fc5ba2996f4b684ed83aa47f7069ba25fe99",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0883,
        "probability": 0.001259,
        "confidence_lo": 0.001154,
        "confidence_hi": 0.001259,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3d5361225b8c783ded74b9f06bbe239c152db916cb80f7ce33f63cef8bd5f4d2",
        "signature": {
          "alg": "ed25519",
          "sig": "f8115fcd54961bbea28ba56167954605c079702196bfeb45a337e86f3097dfa22ef41e7fb32c1984bea4177f85d9c01b854eb3e795176ae5956bf81b655d270c"
        }
      },
      "receipt_sha256": "3d5361225b8c783ded74b9f06bbe239c152db916cb80f7ce33f63cef8bd5f4d2"
    },
    {
      "storm_id": "274270",
      "lat": 30.1384,
      "lon": -79.2503,
      "motion_east": 5.8,
      "motion_south": -4.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3055.0,
      "ebshear": 9.0,
      "srh01": 31.0,
      "maxllaz": 0.002,
      "mesh": 0.26,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.3611
        },
        {
          "name": "alignment",
          "value": 0.3341
        },
        {
          "name": "tau",
          "value": 2.5796
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0876
      },
      "coherence_score": 2.5796380043029785,
      "coherence_diagnostics": {
        "tau": 2.5796380043029785,
        "grad_tau": 0.20730841159820557,
        "torsion": 0.0,
        "alignment": 0.33407437801361084,
        "S_field": 0.6276544332504272,
        "Gamma_field": 0.22415365278720856,
        "S_over_Gamma": 2.800107955932617,
        "Da": 13.845857620239258,
        "E_coh": 0.8554644584655762,
        "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": [
          [
            [
              -79.14,
              30.37
            ],
            [
              -79.11,
              30.37
            ],
            [
              -79.08,
              30.35
            ],
            [
              -79.08,
              30.3
            ],
            [
              -79.15,
              30.25
            ],
            [
              -79.17,
              30.18
            ],
            [
              -79.19,
              30.16
            ],
            [
              -79.2,
              30.16
            ],
            [
              -79.23,
              30.12
            ],
            [
              -79.22,
              30.1
            ],
            [
              -79.22,
              30.06
            ],
            [
              -79.17,
              29.97
            ],
            [
              -79.17,
              29.87
            ],
            [
              -79.2,
              29.83
            ],
            [
              -79.24,
              29.83
            ],
            [
              -79.29,
              29.92
            ],
            [
              -79.29,
              29.95
            ],
            [
              -79.33,
              30.0
            ],
            [
              -79.33,
              30.03
            ],
            [
              -79.35,
              30.05
            ],
            [
              -79.39,
              30.05
            ],
            [
              -79.4,
              30.04
            ],
            [
              -79.44,
              30.05
            ],
            [
              -79.44,
              30.1
            ],
            [
              -79.38,
              30.15
            ],
            [
              -79.36,
              30.16
            ],
            [
              -79.32,
              30.16
            ],
            [
              -79.3,
              30.18
            ],
            [
              -79.28,
              30.18
            ],
            [
              -79.27,
              30.19
            ],
            [
              -79.27,
              30.21
            ],
            [
              -79.24,
              30.25
            ],
            [
              -79.24,
              30.27
            ],
            [
              -79.22,
              30.29
            ],
            [
              -79.21,
              30.29
            ],
            [
              -79.2,
              30.31
            ],
            [
              -79.14,
              30.37
            ]
          ]
        ]
      },
      "raw_probability": 0.0876,
      "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "71b59b001093f42c169a87e3e2e49f01aeadaf08cd4e0c18d88c10b0f0f2d4c7",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0876,
        "probability": 0.001259,
        "confidence_lo": 0.001154,
        "confidence_hi": 0.001259,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f9b6f57221ec3accedd7401bf394ed29e68a928f892a68c8cbcc77e781eb3f5e",
        "signature": {
          "alg": "ed25519",
          "sig": "734da854fe1a90732e6058fd5389c06cf40cab7abb60288c8d066e62e3171ad3e707a3eb8ef0806be088a9cf46fa46f0e108d4dfb283ca43669146541b0aac09"
        }
      },
      "receipt_sha256": "f9b6f57221ec3accedd7401bf394ed29e68a928f892a68c8cbcc77e781eb3f5e"
    },
    {
      "storm_id": "274533",
      "lat": 33.7956,
      "lon": -74.6856,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2138.0,
      "ebshear": 10.0,
      "srh01": 20.0,
      "maxllaz": 0.001,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 62.6111
        },
        {
          "name": "alignment",
          "value": 6.2244
        },
        {
          "name": "tau",
          "value": 3.0767
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0872
      },
      "coherence_score": 3.0766587257385254,
      "coherence_diagnostics": {
        "tau": 3.0766587257385254,
        "grad_tau": 0.39429694414138794,
        "torsion": 0.0,
        "alignment": 6.224407196044922,
        "S_field": 1.0248174667358398,
        "Gamma_field": 0.17498698830604553,
        "S_over_Gamma": 5.8565354347229,
        "Da": 11.66274642944336,
        "E_coh": 0.8205013275146484,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.7,
              33.83
            ],
            [
              -74.65,
              33.83
            ],
            [
              -74.65,
              33.8
            ],
            [
              -74.64,
              33.78
            ],
            [
              -74.66,
              33.76
            ],
            [
              -74.72,
              33.76
            ],
            [
              -74.72,
              33.78
            ],
            [
              -74.73,
              33.79
            ],
            [
              -74.7,
              33.83
            ]
          ]
        ]
      },
      "raw_probability": 0.0872,
      "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "392249b3454e32f7fb96a1d9f6801452189a26bedcbccc116297df180248a1a0",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0872,
        "probability": 0.001259,
        "confidence_lo": 0.001154,
        "confidence_hi": 0.001259,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ff176d42aaf7d8e7cd8cb605ce211492dfe76c10b108fc9ee9e7dfa5ae221671",
        "signature": {
          "alg": "ed25519",
          "sig": "dc02feb593c0ce1b59c83f5b6eb8d25db5e908936942b57cd71706b54abf8e8332e97d2653e5fe0022054a91af164129257647770e145e744d1308740b4c9f01"
        }
      },
      "receipt_sha256": "ff176d42aaf7d8e7cd8cb605ce211492dfe76c10b108fc9ee9e7dfa5ae221671"
    },
    {
      "storm_id": "274482",
      "lat": 49.2612,
      "lon": -83.965,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 28.0,
      "ebshear": 13.0,
      "srh01": 79.0,
      "maxllaz": 0.0,
      "mesh": 0.31,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 79.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.6111
        },
        {
          "name": "alignment",
          "value": -5.3083
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0865
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.2975505292415619,
        "torsion": 0.0,
        "alignment": -5.30828857421875,
        "S_field": 0.16435158252716064,
        "Gamma_field": 0.38582032918930054,
        "S_over_Gamma": 0.4259795844554901,
        "Da": 25.72233772277832,
        "E_coh": 0.3444565236568451,
        "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": [
          [
            [
              -83.96,
              49.29
            ],
            [
              -83.94,
              49.28
            ],
            [
              -83.93,
              49.22
            ],
            [
              -83.98,
              49.22
            ],
            [
              -83.99,
              49.23
            ],
            [
              -83.99,
              49.28
            ],
            [
              -83.97,
              49.28
            ],
            [
              -83.96,
              49.29
            ]
          ]
        ]
      },
      "raw_probability": 0.0865,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "ceb2d6de37e16f1ef84ea606bb1dfc23e1bbc90af9c355cdd2d442c3bad1f08e",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0865,
        "probability": 0.001258,
        "confidence_lo": 0.001006,
        "confidence_hi": 0.001259,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f6ec95aecffb2d4166bdb5001bebeb06dcc354c3434365b845a5a93fb3b5bb0a",
        "signature": {
          "alg": "ed25519",
          "sig": "c0d1a409d8e19c488042fbe340fba485e556a10166f12b9b2cc25a1199c47e3eef99c6ddae164ac7626b2c68020f5efa78353f19405c7040c5ded44982fc8f03"
        }
      },
      "receipt_sha256": "f6ec95aecffb2d4166bdb5001bebeb06dcc354c3434365b845a5a93fb3b5bb0a"
    },
    {
      "storm_id": "274646",
      "lat": 49.9445,
      "lon": -66.3373,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.9861
        },
        {
          "name": "alignment",
          "value": 0.0
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0862
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.0,
        "torsion": 0.0,
        "alignment": 0.0,
        "S_field": 0.45636987686157227,
        "Gamma_field": 0.15248697996139526,
        "S_over_Gamma": 2.992844820022583,
        "Da": 9.180747032165527,
        "E_coh": 0.601996123790741,
        "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": [
          [
            [
              -66.37,
              49.98
            ],
            [
              -66.33,
              49.98
            ],
            [
              -66.31,
              49.97
            ],
            [
              -66.29,
              49.95
            ],
            [
              -66.29,
              49.91
            ],
            [
              -66.31,
              49.91
            ],
            [
              -66.32,
              49.9
            ],
            [
              -66.36,
              49.91
            ],
            [
              -66.38,
              49.93
            ],
            [
              -66.38,
              49.97
            ],
            [
              -66.37,
              49.98
            ]
          ]
        ]
      },
      "raw_probability": 0.0862,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "3be8d1a169f000d2d60fc62ad3f3866a71ed7ffee6e385ce79d8dd8e1b964b58",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0862,
        "probability": 0.001258,
        "confidence_lo": 0.001006,
        "confidence_hi": 0.001259,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e999290cd024d70cc0fbd6a1222f5cd54416c26298ae782f8ba35b20c59cdcde",
        "signature": {
          "alg": "ed25519",
          "sig": "fe11fabda5f4b826b64c82a2df4ccde34d4f23be0d276a35b5932821e62fa1c964d0aabd0e2b7a854a052828e07effb64335f4169b16264a056a6ef3b6b5930d"
        }
      },
      "receipt_sha256": "e999290cd024d70cc0fbd6a1222f5cd54416c26298ae782f8ba35b20c59cdcde"
    },
    {
      "storm_id": "273940",
      "lat": 34.266,
      "lon": -80.971,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1915.0,
      "ebshear": 17.0,
      "srh01": 34.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.8611
        },
        {
          "name": "alignment",
          "value": -2.1061
        },
        {
          "name": "tau",
          "value": 1.8078
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0856
      },
      "coherence_score": 1.807773232460022,
      "coherence_diagnostics": {
        "tau": 1.807773232460022,
        "grad_tau": 0.08179488033056259,
        "torsion": 0.0,
        "alignment": -2.106132984161377,
        "S_field": 0.548804521560669,
        "Gamma_field": 0.23082031309604645,
        "S_over_Gamma": 2.377626657485962,
        "Da": 14.23355770111084,
        "E_coh": 0.9037012457847595,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.98,
              34.3
            ],
            [
              -80.94,
              34.3
            ],
            [
              -80.93,
              34.28
            ],
            [
              -80.93,
              34.23
            ],
            [
              -80.95,
              34.22
            ],
            [
              -80.99,
              34.22
            ],
            [
              -81.01,
              34.23
            ],
            [
              -81.01,
              34.29
            ],
            [
              -80.99,
              34.29
            ],
            [
              -80.98,
              34.3
            ]
          ]
        ]
      },
      "raw_probability": 0.0856,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "7a7652147382c28cf9e9c5b1ca3cfe8d95e208e82f3070a7ab9b90c86163f41e",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0856,
        "probability": 0.001258,
        "confidence_lo": 0.001006,
        "confidence_hi": 0.001259,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "101a48d6b0122754551f6f0eaf4fb34053062a3006fc4a1bda33b44433fd285e",
        "signature": {
          "alg": "ed25519",
          "sig": "62cc93ada0f0d332eec76c0ebab38add4a5cfd08f383ef2af16516759708a2de054de29470345204da4ccad6926fca08246fc628540cfb15515109f329b7520e"
        }
      },
      "receipt_sha256": "101a48d6b0122754551f6f0eaf4fb34053062a3006fc4a1bda33b44433fd285e"
    },
    {
      "storm_id": "274268",
      "lat": 30.9643,
      "lon": -109.8579,
      "motion_east": 3.2,
      "motion_south": -4.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1827.0,
      "ebshear": 37.0,
      "srh01": 43.0,
      "maxllaz": 0.003,
      "mesh": 1.23,
      "flash_rate": 18.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.8611
        },
        {
          "name": "alignment",
          "value": -0.3491
        },
        {
          "name": "tau",
          "value": 2.2123
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0843
      },
      "coherence_score": 2.2122721672058105,
      "coherence_diagnostics": {
        "tau": 2.2122721672058105,
        "grad_tau": 0.5264184474945068,
        "torsion": 0.0,
        "alignment": -0.34913185238838196,
        "S_field": 1.39320969581604,
        "Gamma_field": 0.42748701572418213,
        "S_over_Gamma": 3.2590689659118652,
        "Da": 25.775060653686523,
        "E_coh": 0.9769736528396606,
        "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": [
          [
            [
              -109.77,
              31.05
            ],
            [
              -109.72,
              31.05
            ],
            [
              -109.71,
              31.04
            ],
            [
              -109.71,
              31.01
            ],
            [
              -109.7,
              31.0
            ],
            [
              -109.74,
              30.97
            ],
            [
              -109.82,
              30.96
            ],
            [
              -109.84,
              30.94
            ],
            [
              -109.84,
              30.9
            ],
            [
              -109.88,
              30.86
            ],
            [
              -109.91,
              30.86
            ],
            [
              -109.92,
              30.85
            ],
            [
              -110.02,
              30.85
            ],
            [
              -110.05,
              30.88
            ],
            [
              -110.05,
              30.92
            ],
            [
              -110.03,
              30.94
            ],
            [
              -110.01,
              30.95
            ],
            [
              -109.97,
              30.95
            ],
            [
              -109.91,
              30.98
            ],
            [
              -109.89,
              30.97
            ],
            [
              -109.88,
              30.98
            ],
            [
              -109.85,
              30.98
            ],
            [
              -109.83,
              30.97
            ],
            [
              -109.81,
              30.99
            ],
            [
              -109.81,
              31.02
            ],
            [
              -109.8,
              31.04
            ],
            [
              -109.78,
              31.04
            ],
            [
              -109.77,
              31.05
            ]
          ]
        ]
      },
      "raw_probability": 0.0843,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "05534e22c62452c6489d61c87230825229d767b633aaa7fedd46fe79804e8dbf",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0843,
        "probability": 0.001235,
        "confidence_lo": 0.00096,
        "confidence_hi": 0.001235,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "203c1dcddeae13b7d65a33416d5ec46a8c1a81d0aae957a49de2044806e8941b",
        "signature": {
          "alg": "ed25519",
          "sig": "f2948e0d734a29602a0857c930d14e15f72641a2cd42259e0a5613e2db959b25512b8812e74014751dcd9049b2fe1062720b82ad06e0065cb9b76970ff75a209"
        }
      },
      "receipt_sha256": "203c1dcddeae13b7d65a33416d5ec46a8c1a81d0aae957a49de2044806e8941b"
    },
    {
      "storm_id": "274579",
      "lat": 38.7172,
      "lon": -75.0034,
      "motion_east": 0.1,
      "motion_south": 3.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1413.0,
      "ebshear": 19.0,
      "srh01": 65.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.1111
        },
        {
          "name": "alignment",
          "value": 4.4508
        },
        {
          "name": "tau",
          "value": 1.7094
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0842
      },
      "coherence_score": 1.7093894481658936,
      "coherence_diagnostics": {
        "tau": 1.7093894481658936,
        "grad_tau": 0.5711382627487183,
        "torsion": 0.0,
        "alignment": 4.450814723968506,
        "S_field": 0.44994109869003296,
        "Gamma_field": 0.2533203363418579,
        "S_over_Gamma": 1.7761744260787964,
        "Da": 15.074875831604004,
        "E_coh": 0.7705850005149841,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.03,
              38.85
            ],
            [
              -75.02,
              38.85
            ],
            [
              -75.01,
              38.85
            ],
            [
              -75.0,
              38.85
            ],
            [
              -74.99,
              38.85
            ],
            [
              -74.98,
              38.85
            ],
            [
              -74.97,
              38.85
            ],
            [
              -74.96,
              38.85
            ],
            [
              -74.95,
              38.84
            ],
            [
              -74.94,
              38.84
            ],
            [
              -74.93,
              38.83
            ],
            [
              -74.92,
              38.83
            ],
            [
              -74.91,
              38.82
            ],
            [
              -74.9,
              38.82
            ],
            [
              -74.89,
              38.81
            ],
            [
              -74.89,
              38.8
            ],
            [
              -74.88,
              38.79
            ],
            [
              -74.87,
              38.78
            ],
            [
              -74.86,
              38.77
            ],
            [
              -74.85,
              38.76
            ],
            [
              -74.84,
              38.75
            ],
            [
              -74.84,
              38.74
            ],
            [
              -74.84,
              38.73
            ],
            [
              -74.84,
              38.72
            ],
            [
              -74.83,
              38.71
            ],
            [
              -74.83,
              38.7
            ],
            [
              -74.83,
              38.69
            ],
            [
              -74.82,
              38.68
            ],
            [
              -74.81,
              38.68
            ],
            [
              -74.81,
              38.67
            ],
            [
              -74.81,
              38.66
            ],
            [
              -74.81,
              38.67
            ],
            [
              -74.82,
              38.68
            ],
            [
              -74.83,
              38.67
            ],
            [
              -74.84,
              38.67
            ],
            [
              -74.85,
              38.67
            ],
            [
              -74.86,
              38.67
            ],
            [
              -74.87,
              38.67
            ],
            [
              -74.88,
              38.67
            ],
            [
              -74.89,
              38.66
            ],
            [
              -74.9,
              38.66
            ],
            [
              -74.91,
              38.66
            ],
            [
              -74.92,
              38.65
            ],
            [
              -74.93,
              38.65
            ],
            [
              -74.94,
              38.64
            ],
            [
              -74.95,
              38.64
            ],
            [
              -74.96,
              38.64
            ],
            [
              -74.97,
              38.64
            ],
            [
              -74.98,
              38.64
            ],
            [
              -74.99,
              38.64
            ],
            [
              -75.0,
              38.63
            ],
            [
              -75.01,
              38.63
            ],
            [
              -75.02,
              38.63
            ],
            [
              -75.03,
              38.64
            ],
            [
              -75.04,
              38.64
            ],
            [
              -75.05,
              38.63
            ],
            [
              -75.06,
              38.63
            ],
            [
              -75.07,
              38.63
            ],
            [
              -75.08,
              38.63
            ],
            [
              -75.09,
              38.63
            ],
            [
              -75.1,
              38.63
            ],
            [
              -75.11,
              38.63
            ],
            [
              -75.12,
              38.63
            ],
            [
              -75.13,
              38.63
            ],
            [
              -75.14,
              38.63
            ],
            [
              -75.15,
              38.63
            ],
            [
              -75.15,
              38.64
            ],
            [
              -75.15,
              38.65
            ],
            [
              -75.15,
              38.66
            ],
            [
              -75.15,
              38.67
            ],
            [
              -75.15,
              38.68
            ],
            [
              -75.15,
              38.69
            ],
            [
              -75.15,
              38.7
            ],
            [
              -75.15,
              38.71
            ],
            [
              -75.15,
              38.7
            ],
            [
              -75.15,
              38.69
            ],
            [
              -75.15,
              38.68
            ],
            [
              -75.15,
              38.67
            ],
            [
              -75.15,
              38.66
            ],
            [
              -75.15,
              38.65
            ],
            [
              -75.15,
              38.64
            ],
            [
              -75.14,
              38.63
            ],
            [
              -75.13,
              38.64
            ],
            [
              -75.12,
              38.64
            ],
            [
              -75.11,
              38.65
            ],
            [
              -75.1,
              38.66
            ],
            [
              -75.1,
              38.67
            ],
            [
              -75.1,
              38.68
            ],
            [
              -75.1,
              38.69
            ],
            [
              -75.11,
              38.7
            ],
            [
              -75.1,
              38.71
            ],
            [
              -75.09,
              38.71
            ],
            [
              -75.08,
              38.71
            ],
            [
              -75.07,
              38.72
            ],
            [
              -75.06,
              38.73
            ],
            [
              -75.05,
              38.73
            ],
            [
              -75.04,
              38.73
            ],
            [
              -75.03,
              38.73
            ],
            [
              -75.02,
              38.73
            ],
            [
              -75.01,
              38.73
            ],
            [
              -75.0,
              38.73
            ],
            [
              -74.99,
              38.72
            ],
            [
              -74.98,
              38.72
            ],
            [
              -74.97,
              38.71
            ],
            [
              -74.96,
              38.72
            ],
            [
              -74.95,
              38.72
            ],
            [
              -74.94,
              38.73
            ],
            [
              -74.94,
              38.74
            ],
            [
              -74.95,
              38.75
            ],
            [
              -74.96,
              38.76
            ],
            [
              -74.97,
              38.76
            ],
            [
              -74.98,
              38.76
            ],
            [
              -74.99,
              38.76
            ],
            [
              -75.0,
              38.76
            ],
            [
              -75.01,
              38.77
            ],
            [
              -75.02,
              38.77
            ],
            [
              -75.03,
              38.76
            ],
            [
              -75.04,
              38.77
            ],
            [
              -75.05,
              38.77
            ],
            [
              -75.06,
              38.77
            ],
            [
              -75.07,
              38.77
            ],
            [
              -75.08,
              38.78
            ],
            [
              -75.09,
              38.78
            ],
            [
              -75.08,
              38.79
            ],
            [
              -75.07,
              38.8
            ],
            [
              -75.06,
              38.81
            ],
            [
              -75.06,
              38.82
            ],
            [
              -75.06,
              38.83
            ],
            [
              -75.05,
              38.84
            ],
            [
              -75.04,
              38.84
            ],
            [
              -75.03,
              38.85
            ]
          ]
        ]
      },
      "raw_probability": 0.0842,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "49ec5b1f29deedb5f6964eedd3980e09fd5bb3b46112db6bdf15c85a54d34bb1",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0842,
        "probability": 0.001235,
        "confidence_lo": 0.00096,
        "confidence_hi": 0.001235,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "77cce673a2f4ef15cbfbab25c1dd4e986abfdf8efa53670a07e0c532dd681b01",
        "signature": {
          "alg": "ed25519",
          "sig": "f731e67256add03bd0a2f8e8b9b6a5bf5dde540916bcb677a28ed531e193728d0ffe87b3435f982e40ad0b5a5ea4d9ec4ebd90629379a0994cd174b202792003"
        }
      },
      "receipt_sha256": "77cce673a2f4ef15cbfbab25c1dd4e986abfdf8efa53670a07e0c532dd681b01"
    },
    {
      "storm_id": "274657",
      "lat": 33.9087,
      "lon": -74.6437,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2090.0,
      "ebshear": 13.0,
      "srh01": 21.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 62.6111
        },
        {
          "name": "alignment",
          "value": 6.2244
        },
        {
          "name": "tau",
          "value": 3.0767
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0836
      },
      "coherence_score": 3.0766587257385254,
      "coherence_diagnostics": {
        "tau": 3.0766587257385254,
        "grad_tau": 0.39429694414138794,
        "torsion": 0.0,
        "alignment": 6.224407196044922,
        "S_field": 1.0248174667358398,
        "Gamma_field": 0.17498698830604553,
        "S_over_Gamma": 5.8565354347229,
        "Da": 11.66274642944336,
        "E_coh": 0.8205013275146484,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.65,
              33.94
            ],
            [
              -74.61,
              33.94
            ],
            [
              -74.61,
              33.89
            ],
            [
              -74.63,
              33.88
            ],
            [
              -74.66,
              33.88
            ],
            [
              -74.67,
              33.89
            ],
            [
              -74.67,
              33.91
            ],
            [
              -74.65,
              33.94
            ]
          ]
        ]
      },
      "raw_probability": 0.0836,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "960a0e0a3c9c3e94e181fb58a6a454e5613985dee3043c93b629d2f592b5282d",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0836,
        "probability": 0.001235,
        "confidence_lo": 0.00096,
        "confidence_hi": 0.001235,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dca3cc8e5a8eb7347cb8c494b76578005b708746c1f468b1c88f04a130da59ce",
        "signature": {
          "alg": "ed25519",
          "sig": "1520ffd89509be640194c9dfa1009f3a316960dfabeb3f96272a88328924abe5d297ade188a27747db32b5fa6fc8152bb4a2c6a58ddf8e075ee09167b8ef490d"
        }
      },
      "receipt_sha256": "dca3cc8e5a8eb7347cb8c494b76578005b708746c1f468b1c88f04a130da59ce"
    },
    {
      "storm_id": "274609",
      "lat": 28.3858,
      "lon": -83.9558,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2894.0,
      "ebshear": 13.0,
      "srh01": 55.0,
      "maxllaz": 0.001,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.1111
        },
        {
          "name": "alignment",
          "value": 2.5057
        },
        {
          "name": "tau",
          "value": 3.1641
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0824
      },
      "coherence_score": 3.1641347408294678,
      "coherence_diagnostics": {
        "tau": 3.1641347408294678,
        "grad_tau": 0.40497690439224243,
        "torsion": 0.0,
        "alignment": 2.5057125091552734,
        "S_field": 1.1675220727920532,
        "Gamma_field": 0.1833203136920929,
        "S_over_Gamma": 6.3687543869018555,
        "Da": 10.911359786987305,
        "E_coh": 0.9693341255187988,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.97,
              28.43
            ],
            [
              -83.95,
              28.42
            ],
            [
              -83.97,
              28.41
            ],
            [
              -83.96,
              28.4
            ],
            [
              -83.93,
              28.39
            ],
            [
              -83.89,
              28.36
            ],
            [
              -83.92,
              28.34
            ],
            [
              -83.94,
              28.35
            ],
            [
              -83.99,
              28.35
            ],
            [
              -84.0,
              28.37
            ],
            [
              -83.98,
              28.38
            ],
            [
              -83.97,
              28.43
            ]
          ]
        ]
      },
      "raw_probability": 0.0824,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "d80a79413ab5a8621a8877fba7b3332df4906a4cefdd3f0f254c8e979ffc9b8d",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0824,
        "probability": 0.00121,
        "confidence_lo": 0.000957,
        "confidence_hi": 0.00121,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "51d72ff46feee6f8e8da7047dbadaf3a6c0c4e0d9c564a0340f97e41f1b93b64",
        "signature": {
          "alg": "ed25519",
          "sig": "6334d4d6f6e7a439ef68ee700689a6550f6526d2d066731daad3db469a1c84ef46e16a3dbcb4cb350fea07c3479b05e2654c44b57bcb96346c3aac1a1a4ee803"
        }
      },
      "receipt_sha256": "51d72ff46feee6f8e8da7047dbadaf3a6c0c4e0d9c564a0340f97e41f1b93b64"
    },
    {
      "storm_id": "274663",
      "lat": 32.51,
      "lon": -79.052,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3050.0,
      "ebshear": 9.0,
      "srh01": 61.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 61.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.4861
        },
        {
          "name": "alignment",
          "value": -0.6769
        },
        {
          "name": "tau",
          "value": 1.9832
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0806
      },
      "coherence_score": 1.9832369089126587,
      "coherence_diagnostics": {
        "tau": 1.9832369089126587,
        "grad_tau": 0.17895391583442688,
        "torsion": 0.0,
        "alignment": -0.6768827438354492,
        "S_field": 0.2662700116634369,
        "Gamma_field": 0.34248700737953186,
        "S_over_Gamma": 0.7774601578712463,
        "Da": 19.6082763671875,
        "E_coh": 0.8668724298477173,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.07,
              32.55
            ],
            [
              -79.03,
              32.55
            ],
            [
              -79.02,
              32.54
            ],
            [
              -79.02,
              32.49
            ],
            [
              -79.04,
              32.47
            ],
            [
              -79.06,
              32.48
            ],
            [
              -79.07,
              32.47
            ],
            [
              -79.08,
              32.48
            ],
            [
              -79.06,
              32.52
            ],
            [
              -79.07,
              32.55
            ]
          ]
        ]
      },
      "raw_probability": 0.0806,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "3131ceca8c2313229e419aca73a913dd29f3e3855b4a477499e3f5828991daeb",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0806,
        "probability": 0.001171,
        "confidence_lo": 0.000807,
        "confidence_hi": 0.001172,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "51ebd903b18e456c1e44528284038c154b881bd9a566becc4a1e4b717bee0e16",
        "signature": {
          "alg": "ed25519",
          "sig": "24e4bdf38f9318d2766e5cfcd72b771ca456231f5afd1eaf2aabe5684b1da9d861c6c2d8e2a67a223b428d0324b5374510612e162839c004701dd5fe2d9fc70b"
        }
      },
      "receipt_sha256": "51ebd903b18e456c1e44528284038c154b881bd9a566becc4a1e4b717bee0e16"
    },
    {
      "storm_id": "274224",
      "lat": 26.1044,
      "lon": -79.0631,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3750.0,
      "ebshear": 18.0,
      "srh01": 32.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.6111
        },
        {
          "name": "alignment",
          "value": 0.2024
        },
        {
          "name": "tau",
          "value": 1.6561
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0791
      },
      "coherence_score": 1.656110167503357,
      "coherence_diagnostics": {
        "tau": 1.656110167503357,
        "grad_tau": 1.2595912218093872,
        "torsion": 0.0,
        "alignment": 0.20235031843185425,
        "S_field": 1.2777519226074219,
        "Gamma_field": 0.2158203125,
        "S_over_Gamma": 5.920443534851074,
        "Da": 12.86461067199707,
        "E_coh": 0.98675936460495,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.05,
              26.19
            ],
            [
              -79.01,
              26.17
            ],
            [
              -79.01,
              26.13
            ],
            [
              -79.02,
              26.12
            ],
            [
              -79.02,
              26.09
            ],
            [
              -79.03,
              26.08
            ],
            [
              -79.02,
              26.04
            ],
            [
              -79.04,
              26.05
            ],
            [
              -79.08,
              26.03
            ],
            [
              -79.12,
              26.04
            ],
            [
              -79.13,
              26.05
            ],
            [
              -79.12,
              26.06
            ],
            [
              -79.12,
              26.12
            ],
            [
              -79.1,
              26.14
            ],
            [
              -79.09,
              26.17
            ],
            [
              -79.05,
              26.19
            ]
          ]
        ]
      },
      "raw_probability": 0.0791,
      "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "e145ccb70dabdea04eeae6ef1bec51987045260dac29db2b0b6637e60d3f6253",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0791,
        "probability": 0.000989,
        "confidence_lo": 0.000807,
        "confidence_hi": 0.000989,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "05cc212c0d97a028b9a05b91492010c1070b81d6e486c0fe06e4251db691eabc",
        "signature": {
          "alg": "ed25519",
          "sig": "97a82e401de184b74261d9b280b5d09452703d9a55ec62ff3f5324ab0be5c086ef45ea90a4bea73e48c1f40ddd3f647b91882a6e667ca353ad8a24f4b418000c"
        }
      },
      "receipt_sha256": "05cc212c0d97a028b9a05b91492010c1070b81d6e486c0fe06e4251db691eabc"
    },
    {
      "storm_id": "274665",
      "lat": 31.5342,
      "lon": -82.5158,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1718.0,
      "ebshear": 19.0,
      "srh01": 36.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.3611
        },
        {
          "name": "alignment",
          "value": 0.8278
        },
        {
          "name": "tau",
          "value": 1.7133
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.079
      },
      "coherence_score": 1.7133166790008545,
      "coherence_diagnostics": {
        "tau": 1.7133166790008545,
        "grad_tau": 0.14068783819675446,
        "torsion": 0.0,
        "alignment": 0.8277848958969116,
        "S_field": 0.5330188274383545,
        "Gamma_field": 0.25915366411209106,
        "S_over_Gamma": 2.056767463684082,
        "Da": 16.840543746948242,
        "E_coh": 0.9786252975463867,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.54,
              31.57
            ],
            [
              -82.5,
              31.57
            ],
            [
              -82.49,
              31.56
            ],
            [
              -82.48,
              31.54
            ],
            [
              -82.48,
              31.51
            ],
            [
              -82.49,
              31.5
            ],
            [
              -82.51,
              31.49
            ],
            [
              -82.53,
              31.49
            ],
            [
              -82.54,
              31.5
            ],
            [
              -82.54,
              31.55
            ],
            [
              -82.55,
              31.56
            ],
            [
              -82.54,
              31.57
            ]
          ]
        ]
      },
      "raw_probability": 0.079,
      "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "3ea022f8af581e23fe6d116bc4c705027b5b559c72455eb52007a193abe7fb68",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.079,
        "probability": 0.000989,
        "confidence_lo": 0.000807,
        "confidence_hi": 0.000989,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a674a18f5d47a09acd7f2f8469e0496b3734cb11c5db7d499b8479894205c0b4",
        "signature": {
          "alg": "ed25519",
          "sig": "dac42301b98e56c7b3863cfb5091c2d08a75d998d593ca470b13c39e8a4e9f668a34d4aeb72fdff86a192da7b705ffff230153b5e81479e6f6dfe94df2ff5a0a"
        }
      },
      "receipt_sha256": "a674a18f5d47a09acd7f2f8469e0496b3734cb11c5db7d499b8479894205c0b4"
    },
    {
      "storm_id": "274495",
      "lat": 31.5233,
      "lon": -82.6944,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2108.0,
      "ebshear": 19.0,
      "srh01": 36.0,
      "maxllaz": 0.003,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.3611
        },
        {
          "name": "alignment",
          "value": 0.8278
        },
        {
          "name": "tau",
          "value": 1.7133
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0753
      },
      "coherence_score": 1.7133166790008545,
      "coherence_diagnostics": {
        "tau": 1.7133166790008545,
        "grad_tau": 0.14068783819675446,
        "torsion": 0.0,
        "alignment": 0.8277848958969116,
        "S_field": 0.5330188274383545,
        "Gamma_field": 0.25915366411209106,
        "S_over_Gamma": 2.056767463684082,
        "Da": 16.840543746948242,
        "E_coh": 0.9786252975463867,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.72,
              31.56
            ],
            [
              -82.66,
              31.56
            ],
            [
              -82.65,
              31.55
            ],
            [
              -82.65,
              31.51
            ],
            [
              -82.67,
              31.49
            ],
            [
              -82.72,
              31.49
            ],
            [
              -82.74,
              31.48
            ],
            [
              -82.72,
              31.51
            ],
            [
              -82.72,
              31.56
            ]
          ]
        ]
      },
      "raw_probability": 0.0753,
      "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "a42f7cb4b62604130f77db1ac63df18ddc13ca114d8327949063c4b4ad2dccbb",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0753,
        "probability": 0.000989,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000989,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5cb4f2a2e5c39090e58ea656c6c22fae92c7aba7ad0148242ff27928a7f42bcf",
        "signature": {
          "alg": "ed25519",
          "sig": "1859906e077764a471301d2ba2db7772cc543630e7010335f77d1b0d779ea2254b0144344e3c4536c6dd3533e993792655f462f82c263d8d935268e7e82b5409"
        }
      },
      "receipt_sha256": "5cb4f2a2e5c39090e58ea656c6c22fae92c7aba7ad0148242ff27928a7f42bcf"
    },
    {
      "storm_id": "273919",
      "lat": 34.1793,
      "lon": -78.2218,
      "motion_east": 0.4,
      "motion_south": 0.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2484.0,
      "ebshear": 18.0,
      "srh01": 55.0,
      "maxllaz": 0.004,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.3611
        },
        {
          "name": "alignment",
          "value": 3.9904
        },
        {
          "name": "tau",
          "value": 2.0008
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0746
      },
      "coherence_score": 2.000763416290283,
      "coherence_diagnostics": {
        "tau": 2.000763416290283,
        "grad_tau": 0.211203470826149,
        "torsion": 0.0,
        "alignment": 3.9904308319091797,
        "S_field": 0.5048010945320129,
        "Gamma_field": 0.25415366888046265,
        "S_over_Gamma": 1.9862042665481567,
        "Da": 15.87081527709961,
        "E_coh": 0.904221773147583,
        "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": [
          [
            [
              -78.26,
              34.26
            ],
            [
              -78.21,
              34.26
            ],
            [
              -78.2,
              34.25
            ],
            [
              -78.17,
              34.25
            ],
            [
              -78.13,
              34.23
            ],
            [
              -78.12,
              34.21
            ],
            [
              -78.12,
              34.18
            ],
            [
              -78.14,
              34.16
            ],
            [
              -78.14,
              34.14
            ],
            [
              -78.13,
              34.13
            ],
            [
              -78.13,
              34.06
            ],
            [
              -78.14,
              34.06
            ],
            [
              -78.18,
              34.11
            ],
            [
              -78.19,
              34.1
            ],
            [
              -78.19,
              34.11
            ],
            [
              -78.22,
              34.14
            ],
            [
              -78.24,
              34.15
            ],
            [
              -78.25,
              34.14
            ],
            [
              -78.26,
              34.15
            ],
            [
              -78.31,
              34.15
            ],
            [
              -78.33,
              34.17
            ],
            [
              -78.34,
              34.17
            ],
            [
              -78.34,
              34.21
            ],
            [
              -78.32,
              34.23
            ],
            [
              -78.32,
              34.24
            ],
            [
              -78.3,
              34.25
            ],
            [
              -78.27,
              34.25
            ],
            [
              -78.26,
              34.26
            ]
          ]
        ]
      },
      "raw_probability": 0.0746,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "af29cc8f78171231d685fac77023b8a992f54183f4214acdeb7a6ee684c9645b",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0746,
        "probability": 0.000817,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000817,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "32e7c76d5b9bb12b5fae307f0c14d8eec14efcb76d79c6057a1b157733d7152d",
        "signature": {
          "alg": "ed25519",
          "sig": "3b39f3d48e3b4959b80f0e14091bbef5d0412acd954a48b4fa5603ca75368cfe55c958dfcb11568b038c08250ede565437caea683a18a55bb491260d9c567107"
        }
      },
      "receipt_sha256": "32e7c76d5b9bb12b5fae307f0c14d8eec14efcb76d79c6057a1b157733d7152d"
    },
    {
      "storm_id": "274614",
      "lat": 50.8033,
      "lon": -92.2978,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 55.0,
      "ebshear": 33.0,
      "srh01": 66.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 66.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.4861
        },
        {
          "name": "alignment",
          "value": -2.3708
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0726
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5355743169784546,
        "torsion": 0.0,
        "alignment": -2.37078857421875,
        "S_field": 0.23639175295829773,
        "Gamma_field": 0.2966536581516266,
        "S_over_Gamma": 0.7968610525131226,
        "Da": 16.087949752807617,
        "E_coh": 0.05848592147231102,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.32,
              50.83
            ],
            [
              -92.27,
              50.83
            ],
            [
              -92.26,
              50.82
            ],
            [
              -92.26,
              50.78
            ],
            [
              -92.27,
              50.77
            ],
            [
              -92.32,
              50.77
            ],
            [
              -92.33,
              50.78
            ],
            [
              -92.33,
              50.82
            ],
            [
              -92.32,
              50.83
            ]
          ]
        ]
      },
      "raw_probability": 0.0726,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "17fb14e9104cdcfb587228ef5c17cf58edd4851038cddc3e6c0c198fa27cc316",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0726,
        "probability": 0.000793,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000793,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1bf19316e14057b58cc133617ee75b1f124cdcae3b123238fd7cdca085ae02a0",
        "signature": {
          "alg": "ed25519",
          "sig": "a4959f5144d467535dc947bded6f2843ca6f1b0d60f74fdc14441f88264b0e8db895537a6bcf4923ff31de737466225f43c42e1a132bd59f6091b42ab41e0701"
        }
      },
      "receipt_sha256": "1bf19316e14057b58cc133617ee75b1f124cdcae3b123238fd7cdca085ae02a0"
    },
    {
      "storm_id": "274655",
      "lat": 34.3258,
      "lon": -110.0925,
      "motion_east": 3.8,
      "motion_south": -4.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 512.0,
      "ebshear": 14.0,
      "srh01": 36.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.1111
        },
        {
          "name": "alignment",
          "value": 0.3418
        },
        {
          "name": "tau",
          "value": 0.3121
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0724
      },
      "coherence_score": 0.31209370493888855,
      "coherence_diagnostics": {
        "tau": 0.31209370493888855,
        "grad_tau": 0.1466691493988037,
        "torsion": 0.0,
        "alignment": 0.34183138608932495,
        "S_field": 0.0645785927772522,
        "Gamma_field": 1.2383203506469727,
        "S_over_Gamma": 0.05215014889836311,
        "Da": 73.9352035522461,
        "E_coh": 0.40262964367866516,
        "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": [
          [
            [
              -110.11,
              34.35
            ],
            [
              -110.09,
              34.35
            ],
            [
              -110.08,
              34.34
            ],
            [
              -110.07,
              34.35
            ],
            [
              -110.05,
              34.35
            ],
            [
              -110.06,
              34.33
            ],
            [
              -110.09,
              34.31
            ],
            [
              -110.09,
              34.29
            ],
            [
              -110.1,
              34.28
            ],
            [
              -110.13,
              34.28
            ],
            [
              -110.13,
              34.33
            ],
            [
              -110.11,
              34.35
            ]
          ]
        ]
      },
      "raw_probability": 0.0724,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "b5c4802bd6ade64996badb0842854352c1a409d89d05266cd4d45e72bc06b872",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0724,
        "probability": 0.000793,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000793,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6b1d5568418363083b4cf140c10085be4116f5ecd2cbfab497e315286eba3771",
        "signature": {
          "alg": "ed25519",
          "sig": "768667592a9104a51324e306a6311dc27a12228a24f28d75a5944787852271cd42020d2e4cc2370b7623edda8ebfe3c9ce9f60da4acfe846a9e19006c61fba00"
        }
      },
      "receipt_sha256": "6b1d5568418363083b4cf140c10085be4116f5ecd2cbfab497e315286eba3771"
    },
    {
      "storm_id": "274559",
      "lat": 38.1789,
      "lon": -76.4133,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2436.0,
      "ebshear": 25.0,
      "srh01": 45.0,
      "maxllaz": 0.002,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.4861
        },
        {
          "name": "alignment",
          "value": -0.9097
        },
        {
          "name": "tau",
          "value": 1.4753
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0721
      },
      "coherence_score": 1.4753103256225586,
      "coherence_diagnostics": {
        "tau": 1.4753103256225586,
        "grad_tau": 0.46570199728012085,
        "torsion": 0.0,
        "alignment": -0.9096584320068359,
        "S_field": 0.44934114813804626,
        "Gamma_field": 0.28415364027023315,
        "S_over_Gamma": 1.5813316106796265,
        "Da": 17.26706886291504,
        "E_coh": 0.9485911130905151,
        "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": [
          [
            [
              -76.43,
              38.21
            ],
            [
              -76.39,
              38.21
            ],
            [
              -76.38,
              38.2
            ],
            [
              -76.37,
              38.16
            ],
            [
              -76.39,
              38.13
            ],
            [
              -76.43,
              38.13
            ],
            [
              -76.45,
              38.17
            ],
            [
              -76.45,
              38.19
            ],
            [
              -76.43,
              38.21
            ]
          ]
        ]
      },
      "raw_probability": 0.0721,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "3383f97330e35a4475d8e0675c38c20ce2c08ef73fbd8ecc46d0235f24029afd",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0721,
        "probability": 0.000793,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000793,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dc6ae2d776d6dae5009d028d3e21dfe98c4a23c0e24b3ff442beaec613277b48",
        "signature": {
          "alg": "ed25519",
          "sig": "a61927e67ed3f42a05efc2637b84cb0cccc541cffe0091420b064907006f0695b7b17f43c5c97716d4f347f03506b14d13eb8dd29e9971e688f2436d1cf1a309"
        }
      },
      "receipt_sha256": "dc6ae2d776d6dae5009d028d3e21dfe98c4a23c0e24b3ff442beaec613277b48"
    },
    {
      "storm_id": "274291",
      "lat": 34.6525,
      "lon": -79.5065,
      "motion_east": 4.6,
      "motion_south": -2.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2740.0,
      "ebshear": 24.0,
      "srh01": 31.0,
      "maxllaz": 0.006,
      "mesh": 0.21,
      "flash_rate": 18.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.1111
        },
        {
          "name": "alignment",
          "value": -1.9488
        },
        {
          "name": "tau",
          "value": 1.8046
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0719
      },
      "coherence_score": 1.8046290874481201,
      "coherence_diagnostics": {
        "tau": 1.8046290874481201,
        "grad_tau": 0.19989369809627533,
        "torsion": 0.0,
        "alignment": -1.9487600326538086,
        "S_field": 0.4427395462989807,
        "Gamma_field": 0.3183203339576721,
        "S_over_Gamma": 1.3908616304397583,
        "Da": 19.13771629333496,
        "E_coh": 0.892180860042572,
        "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": [
          [
            [
              -79.48,
              34.79
            ],
            [
              -79.43,
              34.79
            ],
            [
              -79.42,
              34.78
            ],
            [
              -79.4,
              34.74
            ],
            [
              -79.4,
              34.69
            ],
            [
              -79.39,
              34.68
            ],
            [
              -79.39,
              34.61
            ],
            [
              -79.42,
              34.59
            ],
            [
              -79.46,
              34.59
            ],
            [
              -79.5,
              34.57
            ],
            [
              -79.55,
              34.52
            ],
            [
              -79.6,
              34.51
            ],
            [
              -79.61,
              34.53
            ],
            [
              -79.59,
              34.56
            ],
            [
              -79.59,
              34.6
            ],
            [
              -79.63,
              34.64
            ],
            [
              -79.63,
              34.67
            ],
            [
              -79.61,
              34.69
            ],
            [
              -79.55,
              34.71
            ],
            [
              -79.48,
              34.79
            ]
          ]
        ]
      },
      "raw_probability": 0.0719,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "82ccbfec5c279081ffa6ff7f1634d21c8da48993342c345c426b55ff5612a56f",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0719,
        "probability": 0.000793,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000793,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bc0c901f7b652eb21216a40d404538ecde0fca1a36973d6d465822c0254ab0f1",
        "signature": {
          "alg": "ed25519",
          "sig": "6bf38f646a0b1b5c8e7cba4d166520d665b81807ff8c77bd6b05f8e2d084dc46593d11bbd586d1f890049161174599ae245327d33c50b42258166bf2b510c00f"
        }
      },
      "receipt_sha256": "bc0c901f7b652eb21216a40d404538ecde0fca1a36973d6d465822c0254ab0f1"
    },
    {
      "storm_id": "273589",
      "lat": 37.42,
      "lon": -78.1627,
      "motion_east": 0.3,
      "motion_south": 4.7,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2295.0,
      "ebshear": 20.0,
      "srh01": 33.0,
      "maxllaz": 0.003,
      "mesh": 0.17,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.7361
        },
        {
          "name": "alignment",
          "value": 0.1348
        },
        {
          "name": "tau",
          "value": 1.1921
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0717
      },
      "coherence_score": 1.1920644044876099,
      "coherence_diagnostics": {
        "tau": 1.1920644044876099,
        "grad_tau": 0.37060368061065674,
        "torsion": 0.0,
        "alignment": 0.13484856486320496,
        "S_field": 0.37218236923217773,
        "Gamma_field": 0.21998699009418488,
        "S_over_Gamma": 1.6918381452560425,
        "Da": 13.7533540725708,
        "E_coh": 0.8834859132766724,
        "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": [
          [
            [
              -78.16,
              37.51
            ],
            [
              -78.14,
              37.51
            ],
            [
              -78.11,
              37.49
            ],
            [
              -78.11,
              37.47
            ],
            [
              -78.1,
              37.46
            ],
            [
              -78.1,
              37.42
            ],
            [
              -78.11,
              37.4
            ],
            [
              -78.15,
              37.36
            ],
            [
              -78.16,
              37.36
            ],
            [
              -78.18,
              37.34
            ],
            [
              -78.21,
              37.34
            ],
            [
              -78.23,
              37.33
            ],
            [
              -78.26,
              37.37
            ],
            [
              -78.26,
              37.43
            ],
            [
              -78.16,
              37.51
            ]
          ]
        ]
      },
      "raw_probability": 0.0717,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "ca685dd5689dcb273b569608d907becded634518be7e4dcc5284e202f1ae359d",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0717,
        "probability": 0.000793,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000793,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9b7d311f647437fef8e16e90dbfd5d0229e67cf80367495db250343b2cc374b8",
        "signature": {
          "alg": "ed25519",
          "sig": "8bbf52a8e260b59d5ee8b8a9e63eb8f0ccbeec40b6cbe090bf686c16c1fd62d6b2fa90d59d578aabf8a6830c788de46a36d066e870746ec41e1bef6ba2d6e60d"
        }
      },
      "receipt_sha256": "9b7d311f647437fef8e16e90dbfd5d0229e67cf80367495db250343b2cc374b8"
    },
    {
      "storm_id": "274144",
      "lat": 32.4995,
      "lon": -80.1716,
      "motion_east": 5.0,
      "motion_south": -2.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2129.0,
      "ebshear": 20.0,
      "srh01": 37.0,
      "maxllaz": 0.005,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.7361
        },
        {
          "name": "alignment",
          "value": 1.9905
        },
        {
          "name": "tau",
          "value": 1.8524
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0716
      },
      "coherence_score": 1.8523633480072021,
      "coherence_diagnostics": {
        "tau": 1.8523633480072021,
        "grad_tau": 0.10205373913049698,
        "torsion": 0.0,
        "alignment": 1.9904941320419312,
        "S_field": 0.3296775221824646,
        "Gamma_field": 0.2899869978427887,
        "S_over_Gamma": 1.13687002658844,
        "Da": 16.96843719482422,
        "E_coh": 0.8936598896980286,
        "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": [
          [
            [
              -80.12,
              32.61
            ],
            [
              -80.07,
              32.59
            ],
            [
              -80.05,
              32.57
            ],
            [
              -80.05,
              32.51
            ],
            [
              -80.06,
              32.49
            ],
            [
              -80.11,
              32.45
            ],
            [
              -80.15,
              32.45
            ],
            [
              -80.2,
              32.42
            ],
            [
              -80.23,
              32.42
            ],
            [
              -80.25,
              32.4
            ],
            [
              -80.25,
              32.39
            ],
            [
              -80.27,
              32.39
            ],
            [
              -80.29,
              32.42
            ],
            [
              -80.29,
              32.44
            ],
            [
              -80.24,
              32.55
            ],
            [
              -80.21,
              32.58
            ],
            [
              -80.17,
              32.6
            ],
            [
              -80.13,
              32.6
            ],
            [
              -80.12,
              32.61
            ]
          ]
        ]
      },
      "raw_probability": 0.0716,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "48008c542dfde8aba9acf852bc99b6d34e868d0efe4d7cb17ac50d87e0243dd4",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0716,
        "probability": 0.000793,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000793,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3470eeb31fff44d624c509dadbe96122326887a3570c2df3313af555a09e0c4f",
        "signature": {
          "alg": "ed25519",
          "sig": "2ba5b7902af6c2bffaab742c48f55e9f8db6694dfd4986a0357130fb1e268efb14a4b8bc20855aaa78edfe255475896f7ae28782adc33f241163204fd40f1f0d"
        }
      },
      "receipt_sha256": "3470eeb31fff44d624c509dadbe96122326887a3570c2df3313af555a09e0c4f"
    },
    {
      "storm_id": "274650",
      "lat": 38.5417,
      "lon": -75.0183,
      "motion_east": 0.2,
      "motion_south": 3.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1618.0,
      "ebshear": 22.0,
      "srh01": 63.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 63.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.3611
        },
        {
          "name": "alignment",
          "value": 0.7113
        },
        {
          "name": "tau",
          "value": 2.1104
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.071
      },
      "coherence_score": 2.1103882789611816,
      "coherence_diagnostics": {
        "tau": 2.1103882789611816,
        "grad_tau": 0.33262524008750916,
        "torsion": 0.0,
        "alignment": 0.7112597823143005,
        "S_field": 0.9008780717849731,
        "Gamma_field": 0.2299869805574417,
        "S_over_Gamma": 3.9170830249786377,
        "Da": 14.043018341064453,
        "E_coh": 0.9455791115760803,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.0,
              38.59
            ],
            [
              -74.97,
              38.55
            ],
            [
              -75.01,
              38.52
            ],
            [
              -75.0,
              38.51
            ],
            [
              -75.01,
              38.5
            ],
            [
              -75.03,
              38.51
            ],
            [
              -75.06,
              38.5
            ],
            [
              -75.07,
              38.51
            ],
            [
              -75.03,
              38.56
            ],
            [
              -75.03,
              38.58
            ],
            [
              -75.01,
              38.58
            ],
            [
              -75.0,
              38.59
            ]
          ]
        ]
      },
      "raw_probability": 0.071,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "9975770156538d08ef34e2e70a73cef2df64b6b1f60384dd66467832d088b760",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.071,
        "probability": 0.000793,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000793,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3108aa42d8a301fb2983d9e7a433cba20c08881c3ab380c1ecc3e35d74575626",
        "signature": {
          "alg": "ed25519",
          "sig": "be2f4856949fa3d293032672e0404345f0d6827960211b43dda4c6fbb2a0c7159a2d21459db64c2ddf342d3b87526f0d5ea287dab4ab18ef537a6d3c60dfd805"
        }
      },
      "receipt_sha256": "3108aa42d8a301fb2983d9e7a433cba20c08881c3ab380c1ecc3e35d74575626"
    },
    {
      "storm_id": "274348",
      "lat": 32.267,
      "lon": -80.317,
      "motion_east": 4.9,
      "motion_south": -2.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2486.0,
      "ebshear": 20.0,
      "srh01": 50.0,
      "maxllaz": 0.004,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.7361
        },
        {
          "name": "alignment",
          "value": 1.9905
        },
        {
          "name": "tau",
          "value": 1.8524
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0701
      },
      "coherence_score": 1.8523633480072021,
      "coherence_diagnostics": {
        "tau": 1.8523633480072021,
        "grad_tau": 0.10205373913049698,
        "torsion": 0.0,
        "alignment": 1.9904941320419312,
        "S_field": 0.3296775221824646,
        "Gamma_field": 0.2899869978427887,
        "S_over_Gamma": 1.13687002658844,
        "Da": 16.96843719482422,
        "E_coh": 0.8936598896980286,
        "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": [
          [
            [
              -80.33,
              32.32
            ],
            [
              -80.29,
              32.32
            ],
            [
              -80.27,
              32.3
            ],
            [
              -80.27,
              32.25
            ],
            [
              -80.28,
              32.23
            ],
            [
              -80.31,
              32.21
            ],
            [
              -80.35,
              32.21
            ],
            [
              -80.37,
              32.24
            ],
            [
              -80.37,
              32.27
            ],
            [
              -80.33,
              32.32
            ]
          ]
        ]
      },
      "raw_probability": 0.0701,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "692062bde8d6829c3238a917572d62a87c0e78cd3efe0c105e5ce1b1328d2cff",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0701,
        "probability": 0.000793,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000793,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8996eba0f62b704f1e841a593dedcc634182ed4a6f5d5e386fec6d3ae32b6dfb",
        "signature": {
          "alg": "ed25519",
          "sig": "15cd8bd0cd30db14f7df58b3c854ca2f4e89814ddb4d930292807127a019917cc43d1ccba5d10b800a6eacfde1332f5e958a03c6e0f577ed1d1deae499b0ab0d"
        }
      },
      "receipt_sha256": "8996eba0f62b704f1e841a593dedcc634182ed4a6f5d5e386fec6d3ae32b6dfb"
    },
    {
      "storm_id": "273467",
      "lat": 24.6397,
      "lon": -78.0377,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3269.0,
      "ebshear": 20.0,
      "srh01": 39.0,
      "maxllaz": 0.002,
      "mesh": 0.33,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.2361
        },
        {
          "name": "alignment",
          "value": 2.1208
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0699
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.5679062604904175,
        "torsion": 0.0,
        "alignment": 2.12078857421875,
        "S_field": 1.0462162494659424,
        "Gamma_field": 0.26332032680511475,
        "S_over_Gamma": 3.9731693267822266,
        "Da": 15.861368179321289,
        "E_coh": 0.9653784036636353,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.06,
              24.79
            ],
            [
              -78.02,
              24.79
            ],
            [
              -78.0,
              24.78
            ],
            [
              -77.98,
              24.76
            ],
            [
              -77.97,
              24.72
            ],
            [
              -77.94,
              24.69
            ],
            [
              -77.93,
              24.7
            ],
            [
              -77.91,
              24.7
            ],
            [
              -77.92,
              24.69
            ],
            [
              -77.92,
              24.65
            ],
            [
              -77.94,
              24.62
            ],
            [
              -77.96,
              24.61
            ],
            [
              -77.99,
              24.61
            ],
            [
              -78.03,
              24.59
            ],
            [
              -78.06,
              24.54
            ],
            [
              -78.06,
              24.51
            ],
            [
              -78.09,
              24.47
            ],
            [
              -78.09,
              24.46
            ],
            [
              -78.1,
              24.45
            ],
            [
              -78.14,
              24.45
            ],
            [
              -78.14,
              24.5
            ],
            [
              -78.11,
              24.54
            ],
            [
              -78.11,
              24.56
            ],
            [
              -78.09,
              24.59
            ],
            [
              -78.09,
              24.68
            ],
            [
              -78.11,
              24.71
            ],
            [
              -78.11,
              24.73
            ],
            [
              -78.1,
              24.74
            ],
            [
              -78.1,
              24.77
            ],
            [
              -78.06,
              24.79
            ]
          ]
        ]
      },
      "raw_probability": 0.0699,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "23b26b6fad9d24bc356d28f16f6c1006435a7d5c8ad3591c4d39dd92019e56df",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0699,
        "probability": 0.000793,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000793,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "26cb6eb1cbab5de06fd9e8c727e550ab72446f450419921df3bf5a21526497d3",
        "signature": {
          "alg": "ed25519",
          "sig": "e08504ca930bcdb0641388e61aa2a893c5226a29666ec512a70d5b669ff9a9aaaf934e7c0a0d4ce6f9a80f2d40c16123c79666ef5db50c1c901972610024e506"
        }
      },
      "receipt_sha256": "26cb6eb1cbab5de06fd9e8c727e550ab72446f450419921df3bf5a21526497d3"
    },
    {
      "storm_id": "274618",
      "lat": 50.5044,
      "lon": -91.4356,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 432.0,
      "ebshear": 57.0,
      "srh01": 84.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 84.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.8611
        },
        {
          "name": "alignment",
          "value": -1.2458
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0692
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5520243048667908,
        "torsion": 0.0,
        "alignment": -1.24578857421875,
        "S_field": 0.1665012538433075,
        "Gamma_field": 0.3391536772251129,
        "S_over_Gamma": 0.49093160033226013,
        "Da": 18.9637508392334,
        "E_coh": 0.40078407526016235,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.47,
              50.54
            ],
            [
              -91.41,
              50.54
            ],
            [
              -91.38,
              50.51
            ],
            [
              -91.38,
              50.48
            ],
            [
              -91.41,
              50.46
            ],
            [
              -91.44,
              50.46
            ],
            [
              -91.48,
              50.48
            ],
            [
              -91.48,
              50.53
            ],
            [
              -91.47,
              50.54
            ]
          ]
        ]
      },
      "raw_probability": 0.0692,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "31ac31bf79147e2b3285f11d7029cb30b21ee2593d09e5547c33fc7cceb58453",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0692,
        "probability": 0.000793,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000793,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "54431473b9042cca0690d01abdd26d16f9d8730ae30b973204d542c2e8d8ef80",
        "signature": {
          "alg": "ed25519",
          "sig": "efa1873d2128a8ecdb0d771d3330bfe396273a93ab8c0f1467c10025f1c5ee52c51c3d258ca7dccdc31c47433992e78f7aa6e548ce8a4fa22c1c456d87bd570e"
        }
      },
      "receipt_sha256": "54431473b9042cca0690d01abdd26d16f9d8730ae30b973204d542c2e8d8ef80"
    },
    {
      "storm_id": "274615",
      "lat": 50.79,
      "lon": -91.625,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 47.0,
      "ebshear": 34.0,
      "srh01": 93.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 93.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.8611
        },
        {
          "name": "alignment",
          "value": -1.2458
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0672
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5520243048667908,
        "torsion": 0.0,
        "alignment": -1.24578857421875,
        "S_field": 0.1665012538433075,
        "Gamma_field": 0.3391536772251129,
        "S_over_Gamma": 0.49093160033226013,
        "Da": 18.9637508392334,
        "E_coh": 0.40078407526016235,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.64,
              50.82
            ],
            [
              -91.6,
              50.82
            ],
            [
              -91.59,
              50.81
            ],
            [
              -91.59,
              50.75
            ],
            [
              -91.62,
              50.74
            ],
            [
              -91.66,
              50.76
            ],
            [
              -91.66,
              50.8
            ],
            [
              -91.64,
              50.82
            ]
          ]
        ]
      },
      "raw_probability": 0.0672,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "7d3571a727572d14680e1e4872b58b07b4cee710550ccd232d66d3ab6ee61337",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0672,
        "probability": 0.000793,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000793,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "700e34a4989c33e8fe5a78c2f17383b4391deffc92b68d7b2de7a5198899cba5",
        "signature": {
          "alg": "ed25519",
          "sig": "8eb066535751cf27d884fd06fbac021143c243e107ca772aaf409943e93a7a7deefdd9b08b1cc4e78c23417fd692491455666fef5b182dfb7c5e1dfce85e4008"
        }
      },
      "receipt_sha256": "700e34a4989c33e8fe5a78c2f17383b4391deffc92b68d7b2de7a5198899cba5"
    },
    {
      "storm_id": "273959",
      "lat": 25.676,
      "lon": -79.189,
      "motion_east": 3.5,
      "motion_south": -1.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3380.0,
      "ebshear": 18.0,
      "srh01": 33.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.7361
        },
        {
          "name": "alignment",
          "value": 0.4333
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0666
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.656110167503357,
        "torsion": 0.0,
        "alignment": 0.43328857421875,
        "S_field": 1.2214349508285522,
        "Gamma_field": 0.21998697519302368,
        "S_over_Gamma": 5.552305698394775,
        "Da": 13.274523735046387,
        "E_coh": 0.978151261806488,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.17,
              25.75
            ],
            [
              -79.13,
              25.73
            ],
            [
              -79.12,
              25.73
            ],
            [
              -79.11,
              25.75
            ],
            [
              -79.1,
              25.75
            ],
            [
              -79.1,
              25.69
            ],
            [
              -79.11,
              25.68
            ],
            [
              -79.12,
              25.64
            ],
            [
              -79.15,
              25.61
            ],
            [
              -79.17,
              25.61
            ],
            [
              -79.21,
              25.59
            ],
            [
              -79.22,
              25.6
            ],
            [
              -79.27,
              25.6
            ],
            [
              -79.29,
              25.61
            ],
            [
              -79.31,
              25.63
            ],
            [
              -79.31,
              25.66
            ],
            [
              -79.3,
              25.68
            ],
            [
              -79.23,
              25.73
            ],
            [
              -79.19,
              25.73
            ],
            [
              -79.17,
              25.75
            ]
          ]
        ]
      },
      "raw_probability": 0.0666,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "68be68af2b3fe30b4276fb007712e7a2fc21090426dd02cef7512d26126f27d1",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0666,
        "probability": 0.000793,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000793,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bab8979db50de33e6dbe41a27e0c51ed52a7016737c6d7604b675cb6c7be793a",
        "signature": {
          "alg": "ed25519",
          "sig": "9994df8bf98b78175921c8aa0c64264f85e1eb439081882e0d69a305d296ce7325bcfe7a0093be10f7f7f4f5f122e67284878e0c86ac452e700cbe005c552c0d"
        }
      },
      "receipt_sha256": "bab8979db50de33e6dbe41a27e0c51ed52a7016737c6d7604b675cb6c7be793a"
    },
    {
      "storm_id": "273859",
      "lat": 28.214,
      "lon": -84.45,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3069.0,
      "ebshear": 9.0,
      "srh01": 29.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.1111
        },
        {
          "name": "alignment",
          "value": 2.5057
        },
        {
          "name": "tau",
          "value": 3.1641
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0665
      },
      "coherence_score": 3.1641347408294678,
      "coherence_diagnostics": {
        "tau": 3.1641347408294678,
        "grad_tau": 0.40497690439224243,
        "torsion": 0.0,
        "alignment": 2.5057125091552734,
        "S_field": 1.1675220727920532,
        "Gamma_field": 0.1833203136920929,
        "S_over_Gamma": 6.3687543869018555,
        "Da": 10.911359786987305,
        "E_coh": 0.9693341255187988,
        "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": [
          [
            [
              -84.43,
              28.28
            ],
            [
              -84.38,
              28.28
            ],
            [
              -84.37,
              28.22
            ],
            [
              -84.39,
              28.21
            ],
            [
              -84.45,
              28.15
            ],
            [
              -84.49,
              28.13
            ],
            [
              -84.53,
              28.16
            ],
            [
              -84.53,
              28.21
            ],
            [
              -84.5,
              28.22
            ],
            [
              -84.43,
              28.28
            ]
          ]
        ]
      },
      "raw_probability": 0.0665,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "cce5de7f7d30e8b5c918a2cb94780eac085c769a0ad4a035e2abc6ef91df83ca",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0665,
        "probability": 0.000793,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000793,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e8adc57dc5d89e630a7ee50a42f5592e147bfa8edbeb53aa5a6e60921973f6d8",
        "signature": {
          "alg": "ed25519",
          "sig": "f4bd7a246d360db94d1838e84f43ba61cfa46c93f916fe5e4f76e0327752e837cdded9efb53e24886cd0a1c74bc20da8041fb2291536f979649dd7f95bd1ef0c"
        }
      },
      "receipt_sha256": "e8adc57dc5d89e630a7ee50a42f5592e147bfa8edbeb53aa5a6e60921973f6d8"
    },
    {
      "storm_id": "274671",
      "lat": 27.6873,
      "lon": -79.51,
      "motion_east": 2.9,
      "motion_south": -1.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2816.0,
      "ebshear": 10.0,
      "srh01": 52.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 52.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.6111
        },
        {
          "name": "alignment",
          "value": -0.6975
        },
        {
          "name": "tau",
          "value": 2.8624
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0656
      },
      "coherence_score": 2.8623692989349365,
      "coherence_diagnostics": {
        "tau": 2.8623692989349365,
        "grad_tau": 0.2730427384376526,
        "torsion": 0.0,
        "alignment": -0.6974838376045227,
        "S_field": 0.9444704651832581,
        "Gamma_field": 0.2458203136920929,
        "S_over_Gamma": 3.8421173095703125,
        "Da": 14.538009643554688,
        "E_coh": 0.9554928541183472,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.5,
              27.72
            ],
            [
              -79.48,
              27.72
            ],
            [
              -79.48,
              27.66
            ],
            [
              -79.49,
              27.65
            ],
            [
              -79.51,
              27.66
            ],
            [
              -79.54,
              27.66
            ],
            [
              -79.54,
              27.68
            ],
            [
              -79.55,
              27.69
            ],
            [
              -79.52,
              27.69
            ],
            [
              -79.5,
              27.71
            ],
            [
              -79.5,
              27.72
            ]
          ]
        ]
      },
      "raw_probability": 0.0656,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "b0231e5d9410b24aea1dcc7eb634d389bd263c20ebb8ecb577a0e2347cba6960",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0656,
        "probability": 0.000793,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000793,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7be6e5b7e8ab7c5ced4963358f1010b409937cdf86332a2363dbed50bad89205",
        "signature": {
          "alg": "ed25519",
          "sig": "abf6c96973d0e0e665bfd3ef11e9df44c7229c41c2925e5408a269e4adc3d7fa6d4b1e09e7e49064017f350f65cf3290a4a9c9e2443010b5d2940d7f8a4e7108"
        }
      },
      "receipt_sha256": "7be6e5b7e8ab7c5ced4963358f1010b409937cdf86332a2363dbed50bad89205"
    },
    {
      "storm_id": "274250",
      "lat": 31.3019,
      "lon": -81.4905,
      "motion_east": 5.1,
      "motion_south": 0.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1946.0,
      "ebshear": 15.0,
      "srh01": 53.0,
      "maxllaz": 0.003,
      "mesh": 0.16,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.9861
        },
        {
          "name": "alignment",
          "value": 2.0619
        },
        {
          "name": "tau",
          "value": 1.899
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0644
      },
      "coherence_score": 1.8989765644073486,
      "coherence_diagnostics": {
        "tau": 1.8989765644073486,
        "grad_tau": 0.34417417645454407,
        "torsion": 0.0,
        "alignment": 2.0618722438812256,
        "S_field": 0.1241166740655899,
        "Gamma_field": 0.38415366411209106,
        "S_over_Gamma": 0.32309120893478394,
        "Da": 22.204891204833984,
        "E_coh": 0.5107495188713074,
        "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": [
          [
            [
              -81.46,
              31.38
            ],
            [
              -81.41,
              31.38
            ],
            [
              -81.4,
              31.37
            ],
            [
              -81.4,
              31.35
            ],
            [
              -81.38,
              31.33
            ],
            [
              -81.38,
              31.31
            ],
            [
              -81.4,
              31.29
            ],
            [
              -81.4,
              31.26
            ],
            [
              -81.41,
              31.25
            ],
            [
              -81.48,
              31.25
            ],
            [
              -81.5,
              31.27
            ],
            [
              -81.54,
              31.27
            ],
            [
              -81.57,
              31.24
            ],
            [
              -81.58,
              31.21
            ],
            [
              -81.64,
              31.22
            ],
            [
              -81.65,
              31.23
            ],
            [
              -81.65,
              31.26
            ],
            [
              -81.56,
              31.36
            ],
            [
              -81.54,
              31.37
            ],
            [
              -81.49,
              31.36
            ],
            [
              -81.46,
              31.38
            ]
          ]
        ]
      },
      "raw_probability": 0.0644,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "ba9a407dd3cc2494460da073682790c033f389222ced60ee6548def89ac881bd",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0644,
        "probability": 0.000793,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000793,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "769df82052dd4fd550bb62bc2df2494ca275e2012a5911ca4e35b48e526993c0",
        "signature": {
          "alg": "ed25519",
          "sig": "dbf814aee7a07134d8e17b36963bf15144c77f7472ec63e62bc448c8d2d2503314810083621fc4126d2f3a2c79c2e0d052506b860f71889bcbae70263c10af0c"
        }
      },
      "receipt_sha256": "769df82052dd4fd550bb62bc2df2494ca275e2012a5911ca4e35b48e526993c0"
    },
    {
      "storm_id": "274255",
      "lat": 25.0314,
      "lon": -80.0571,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2132.0,
      "ebshear": 13.0,
      "srh01": 38.0,
      "maxllaz": 0.004,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.3611
        },
        {
          "name": "alignment",
          "value": -0.1292
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0644
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.6997995376586914,
        "torsion": 0.0,
        "alignment": -0.12921142578125,
        "S_field": 1.2056379318237305,
        "Gamma_field": 0.21665364503860474,
        "S_over_Gamma": 5.564817428588867,
        "Da": 13.161495208740234,
        "E_coh": 0.9853457808494568,
        "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": [
          [
            [
              -80.06,
              25.07
            ],
            [
              -80.02,
              25.05
            ],
            [
              -80.02,
              25.01
            ],
            [
              -80.04,
              24.99
            ],
            [
              -80.1,
              24.99
            ],
            [
              -80.1,
              25.04
            ],
            [
              -80.06,
              25.07
            ]
          ]
        ]
      },
      "raw_probability": 0.0644,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "ba9a407dd3cc2494460da073682790c033f389222ced60ee6548def89ac881bd",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0644,
        "probability": 0.000793,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000793,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "769df82052dd4fd550bb62bc2df2494ca275e2012a5911ca4e35b48e526993c0",
        "signature": {
          "alg": "ed25519",
          "sig": "dbf814aee7a07134d8e17b36963bf15144c77f7472ec63e62bc448c8d2d2503314810083621fc4126d2f3a2c79c2e0d052506b860f71889bcbae70263c10af0c"
        }
      },
      "receipt_sha256": "769df82052dd4fd550bb62bc2df2494ca275e2012a5911ca4e35b48e526993c0"
    },
    {
      "storm_id": "274523",
      "lat": 25.0275,
      "lon": -80.3992,
      "motion_east": 3.5,
      "motion_south": 0.4,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2830.0,
      "ebshear": 16.0,
      "srh01": 49.0,
      "maxllaz": 0.005,
      "mesh": 0.43,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.3611
        },
        {
          "name": "alignment",
          "value": -0.1292
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0641
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.6997995376586914,
        "torsion": 0.0,
        "alignment": -0.12921142578125,
        "S_field": 1.2056379318237305,
        "Gamma_field": 0.21665364503860474,
        "S_over_Gamma": 5.564817428588867,
        "Da": 13.161495208740234,
        "E_coh": 0.9853457808494568,
        "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": [
          [
            [
              -80.43,
              25.08
            ],
            [
              -80.4,
              25.08
            ],
            [
              -80.37,
              25.05
            ],
            [
              -80.37,
              25.02
            ],
            [
              -80.36,
              25.01
            ],
            [
              -80.37,
              25.0
            ],
            [
              -80.36,
              24.99
            ],
            [
              -80.37,
              24.98
            ],
            [
              -80.41,
              24.98
            ],
            [
              -80.46,
              25.02
            ],
            [
              -80.46,
              25.04
            ],
            [
              -80.43,
              25.08
            ]
          ]
        ]
      },
      "raw_probability": 0.0641,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "e4cb554157359c164c220589e8ac0e1d21a691efc6f7551fe7927be0ccfc6501",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0641,
        "probability": 0.000793,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000793,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5e80b8d6260e54259a4cabcfc01d38512d37c97eeace81b1c60478fdee45a53e",
        "signature": {
          "alg": "ed25519",
          "sig": "81389660964b58d4d41aacc395c2fb98c50c6743fe9e913a88ad75ef80be0e1d2c727eb3ed16396e843505f07a5795a1f66a3edb4f476c565723b610e525ff0f"
        }
      },
      "receipt_sha256": "5e80b8d6260e54259a4cabcfc01d38512d37c97eeace81b1c60478fdee45a53e"
    },
    {
      "storm_id": "273852",
      "lat": 34.3211,
      "lon": -78.6918,
      "motion_east": 0.9,
      "motion_south": -1.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2548.0,
      "ebshear": 19.0,
      "srh01": 30.0,
      "maxllaz": 0.007,
      "mesh": 0.15,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.3611
        },
        {
          "name": "alignment",
          "value": 3.9904
        },
        {
          "name": "tau",
          "value": 2.0008
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0639
      },
      "coherence_score": 2.000763416290283,
      "coherence_diagnostics": {
        "tau": 2.000763416290283,
        "grad_tau": 0.211203470826149,
        "torsion": 0.0,
        "alignment": 3.9904308319091797,
        "S_field": 0.5048010945320129,
        "Gamma_field": 0.25415366888046265,
        "S_over_Gamma": 1.9862042665481567,
        "Da": 15.87081527709961,
        "E_coh": 0.904221773147583,
        "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": [
          [
            [
              -78.82,
              34.44
            ],
            [
              -78.78,
              34.44
            ],
            [
              -78.73,
              34.39
            ],
            [
              -78.73,
              34.38
            ],
            [
              -78.71,
              34.36
            ],
            [
              -78.72,
              34.32
            ],
            [
              -78.7,
              34.3
            ],
            [
              -78.68,
              34.3
            ],
            [
              -78.64,
              34.32
            ],
            [
              -78.62,
              34.34
            ],
            [
              -78.6,
              34.34
            ],
            [
              -78.59,
              34.35
            ],
            [
              -78.55,
              34.35
            ],
            [
              -78.52,
              34.32
            ],
            [
              -78.52,
              34.29
            ],
            [
              -78.56,
              34.27
            ],
            [
              -78.58,
              34.25
            ],
            [
              -78.61,
              34.24
            ],
            [
              -78.67,
              34.19
            ],
            [
              -78.73,
              34.18
            ],
            [
              -78.76,
              34.21
            ],
            [
              -78.76,
              34.25
            ],
            [
              -78.74,
              34.29
            ],
            [
              -78.76,
              34.31
            ],
            [
              -78.77,
              34.31
            ],
            [
              -78.85,
              34.39
            ],
            [
              -78.85,
              34.42
            ],
            [
              -78.82,
              34.44
            ]
          ]
        ]
      },
      "raw_probability": 0.0639,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "af3c1e3b9ef7bf2fd93ba705706598f2f63836a5b226e2e975b6528bffe12d56",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0639,
        "probability": 0.000793,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000793,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "93b0f744fc89d894ab7070c4be91b4ee8a7812f40e0ab2cda75955a80edad4d4",
        "signature": {
          "alg": "ed25519",
          "sig": "09c99df63875d7ec4f5f222c8671efe8e7b68486362e7948bb2aeec9a691f80921861460c21839cdef02837c41e4840f710281b916f355a3f4a9eb5c3ccad905"
        }
      },
      "receipt_sha256": "93b0f744fc89d894ab7070c4be91b4ee8a7812f40e0ab2cda75955a80edad4d4"
    },
    {
      "storm_id": "274537",
      "lat": 31.2178,
      "lon": -109.4378,
      "motion_east": 3.8,
      "motion_south": -2.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1650.0,
      "ebshear": 30.0,
      "srh01": 46.0,
      "maxllaz": 0.002,
      "mesh": 0.6,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 46.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.8611
        },
        {
          "name": "alignment",
          "value": -0.3491
        },
        {
          "name": "tau",
          "value": 2.2123
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0628
      },
      "coherence_score": 2.2122721672058105,
      "coherence_diagnostics": {
        "tau": 2.2122721672058105,
        "grad_tau": 0.5264184474945068,
        "torsion": 0.0,
        "alignment": -0.34913185238838196,
        "S_field": 1.39320969581604,
        "Gamma_field": 0.42748701572418213,
        "S_over_Gamma": 3.2590689659118652,
        "Da": 25.775060653686523,
        "E_coh": 0.9769736528396606,
        "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": [
          [
            [
              -109.45,
              31.25
            ],
            [
              -109.42,
              31.25
            ],
            [
              -109.4,
              31.23
            ],
            [
              -109.4,
              31.2
            ],
            [
              -109.42,
              31.18
            ],
            [
              -109.46,
              31.18
            ],
            [
              -109.47,
              31.19
            ],
            [
              -109.47,
              31.23
            ],
            [
              -109.45,
              31.25
            ]
          ]
        ]
      },
      "raw_probability": 0.0628,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "9e1c8368db2ce9f9cf05bdba32c62d29d814cec6bdae00d8e19d3789f09d82dc",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0628,
        "probability": 0.000793,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000793,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dd6264a53d6affd76d6fe407e509f807bbe97880bbc16ea4c214fb5dcdb4a4c0",
        "signature": {
          "alg": "ed25519",
          "sig": "3b50aaa76b55f86c73ac3d0ebf136d213b2e7319ce3352e80100d092338d05ee4837c3bd873164bfedc847ddcbacc0866ed518118036b002ca11cf1e795b1e0a"
        }
      },
      "receipt_sha256": "dd6264a53d6affd76d6fe407e509f807bbe97880bbc16ea4c214fb5dcdb4a4c0"
    },
    {
      "storm_id": "274666",
      "lat": 31.3391,
      "lon": -109.1918,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1600.0,
      "ebshear": 35.0,
      "srh01": 43.0,
      "maxllaz": 0.002,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.8611
        },
        {
          "name": "alignment",
          "value": -0.3491
        },
        {
          "name": "tau",
          "value": 2.2123
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0628
      },
      "coherence_score": 2.2122721672058105,
      "coherence_diagnostics": {
        "tau": 2.2122721672058105,
        "grad_tau": 0.5264184474945068,
        "torsion": 0.0,
        "alignment": -0.34913185238838196,
        "S_field": 1.39320969581604,
        "Gamma_field": 0.42748701572418213,
        "S_over_Gamma": 3.2590689659118652,
        "Da": 25.775060653686523,
        "E_coh": 0.9769736528396606,
        "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": [
          [
            [
              -109.22,
              31.37
            ],
            [
              -109.15,
              31.37
            ],
            [
              -109.13,
              31.36
            ],
            [
              -109.13,
              31.32
            ],
            [
              -109.16,
              31.32
            ],
            [
              -109.18,
              31.3
            ],
            [
              -109.22,
              31.3
            ],
            [
              -109.24,
              31.32
            ],
            [
              -109.24,
              31.34
            ],
            [
              -109.22,
              31.36
            ],
            [
              -109.22,
              31.37
            ]
          ]
        ]
      },
      "raw_probability": 0.0628,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "9e1c8368db2ce9f9cf05bdba32c62d29d814cec6bdae00d8e19d3789f09d82dc",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0628,
        "probability": 0.000793,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000793,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dd6264a53d6affd76d6fe407e509f807bbe97880bbc16ea4c214fb5dcdb4a4c0",
        "signature": {
          "alg": "ed25519",
          "sig": "3b50aaa76b55f86c73ac3d0ebf136d213b2e7319ce3352e80100d092338d05ee4837c3bd873164bfedc847ddcbacc0866ed518118036b002ca11cf1e795b1e0a"
        }
      },
      "receipt_sha256": "dd6264a53d6affd76d6fe407e509f807bbe97880bbc16ea4c214fb5dcdb4a4c0"
    },
    {
      "storm_id": "274670",
      "lat": 30.209,
      "lon": -111.547,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2836.0,
      "ebshear": 37.0,
      "srh01": 30.0,
      "maxllaz": 0.0,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.4861
        },
        {
          "name": "alignment",
          "value": 7.4379
        },
        {
          "name": "tau",
          "value": 0.7992
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0623
      },
      "coherence_score": 0.7992149591445923,
      "coherence_diagnostics": {
        "tau": 0.7992149591445923,
        "grad_tau": 0.4286917448043823,
        "torsion": -5.730366847700452e-09,
        "alignment": 7.437851905822754,
        "S_field": 0.39696168899536133,
        "Gamma_field": 1.688320279121399,
        "S_over_Gamma": 0.23512226343154907,
        "Da": 95.93882751464844,
        "E_coh": 0.8058783411979675,
        "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": [
          [
            [
              -111.51,
              30.24
            ],
            [
              -111.49,
              30.24
            ],
            [
              -111.48,
              30.22
            ],
            [
              -111.55,
              30.16
            ],
            [
              -111.63,
              30.16
            ],
            [
              -111.63,
              30.18
            ],
            [
              -111.59,
              30.19
            ],
            [
              -111.56,
              30.23
            ],
            [
              -111.52,
              30.23
            ],
            [
              -111.51,
              30.24
            ]
          ]
        ]
      },
      "raw_probability": 0.0623,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "4557723dc7daae6e2b31f0d38e497de3300de59a926c26327c8afc1943faba3b",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0623,
        "probability": 0.000793,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000793,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "46961a6cd6a702879269c77fc7fc471c29c7c7898537f1a37d0dae87a3dbdad3",
        "signature": {
          "alg": "ed25519",
          "sig": "48d838c10841ce01d8c18f20f8cb1a25468235215858bae654d555fb7bb6b66f9f62859ecb47c5fc0362a151d3e542e1854bb501fbdb823b38e3ed200cc7a805"
        }
      },
      "receipt_sha256": "46961a6cd6a702879269c77fc7fc471c29c7c7898537f1a37d0dae87a3dbdad3"
    },
    {
      "storm_id": "273723",
      "lat": 25.0375,
      "lon": -80.625,
      "motion_east": 2.1,
      "motion_south": 1.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2864.0,
      "ebshear": 17.0,
      "srh01": 53.0,
      "maxllaz": 0.006,
      "mesh": 0.16,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.3611
        },
        {
          "name": "alignment",
          "value": -0.1292
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0613
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.6997995376586914,
        "torsion": 0.0,
        "alignment": -0.12921142578125,
        "S_field": 1.2056379318237305,
        "Gamma_field": 0.21665364503860474,
        "S_over_Gamma": 5.564817428588867,
        "Da": 13.161495208740234,
        "E_coh": 0.9853457808494568,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.62,
              25.08
            ],
            [
              -80.59,
              25.05
            ],
            [
              -80.59,
              25.02
            ],
            [
              -80.61,
              25.0
            ],
            [
              -80.65,
              25.0
            ],
            [
              -80.66,
              25.01
            ],
            [
              -80.66,
              25.06
            ],
            [
              -80.62,
              25.08
            ]
          ]
        ]
      },
      "raw_probability": 0.0613,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "3e4ce10e61ad540220d7cf3dde40f7df3223e57759e5f1ecf5c55d57373cee12",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0613,
        "probability": 0.000793,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000793,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a83c3d8f2c587b0ba6b4f7e8b842821c12f5211dfd6052f5601b6e88273d7da9",
        "signature": {
          "alg": "ed25519",
          "sig": "abb8a70db28b3f2ea3161c6274538ca64066255cd18cb614a4087d93cf51bb7792a333dd27008dce98b6e59cfb351d29c83627e64e3f32b3d712d55361599001"
        }
      },
      "receipt_sha256": "a83c3d8f2c587b0ba6b4f7e8b842821c12f5211dfd6052f5601b6e88273d7da9"
    },
    {
      "storm_id": "274377",
      "lat": 32.359,
      "lon": -110.678,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1619.0,
      "ebshear": 26.0,
      "srh01": 40.0,
      "maxllaz": 0.003,
      "mesh": 0.38,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.7361
        },
        {
          "name": "alignment",
          "value": 0.6664
        },
        {
          "name": "tau",
          "value": 0.8205
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0606
      },
      "coherence_score": 0.8205007910728455,
      "coherence_diagnostics": {
        "tau": 0.8205007910728455,
        "grad_tau": 0.5858714580535889,
        "torsion": 0.0,
        "alignment": 0.666418194770813,
        "S_field": 0.4103466868400574,
        "Gamma_field": 0.9558203816413879,
        "S_over_Gamma": 0.429313600063324,
        "Da": 57.51309585571289,
        "E_coh": 0.8962223529815674,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.7,
              32.41
            ],
            [
              -110.64,
              32.41
            ],
            [
              -110.62,
              32.4
            ],
            [
              -110.62,
              32.32
            ],
            [
              -110.64,
              32.32
            ],
            [
              -110.68,
              32.3
            ],
            [
              -110.72,
              32.31
            ],
            [
              -110.73,
              32.33
            ],
            [
              -110.73,
              32.38
            ],
            [
              -110.7,
              32.41
            ]
          ]
        ]
      },
      "raw_probability": 0.0606,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "8d7e0b9e32fdb03ea31bbc2dee49b3f67697a78b2c3aff5c8712d14408649beb",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0606,
        "probability": 0.000793,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000793,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6f4539bc81da5003e37986b004c0bbe66ca3f6d32d7ea38b20d708b6fbae1be3",
        "signature": {
          "alg": "ed25519",
          "sig": "afefb75b8d8fef6304fa7db126197b370b88bf7eb46bbec3feb304517594a44a25a8811db2bcc12e79e1b783ef856f2a1ff421a72226c7bece1d78e65ad9210c"
        }
      },
      "receipt_sha256": "6f4539bc81da5003e37986b004c0bbe66ca3f6d32d7ea38b20d708b6fbae1be3"
    },
    {
      "storm_id": "274662",
      "lat": 32.538,
      "lon": -109.736,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1574.0,
      "ebshear": 29.0,
      "srh01": 46.0,
      "maxllaz": 0.002,
      "mesh": 0.32,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 46.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.2361
        },
        {
          "name": "alignment",
          "value": 0.1342
        },
        {
          "name": "tau",
          "value": 1.2489
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0596
      },
      "coherence_score": 1.248948335647583,
      "coherence_diagnostics": {
        "tau": 1.248948335647583,
        "grad_tau": 0.7265322804450989,
        "torsion": 0.0,
        "alignment": 0.13420003652572632,
        "S_field": 0.8408289551734924,
        "Gamma_field": 0.7224870324134827,
        "S_over_Gamma": 1.1637979745864868,
        "Da": 45.07196807861328,
        "E_coh": 0.9543137550354004,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.77,
              32.58
            ],
            [
              -109.73,
              32.58
            ],
            [
              -109.69,
              32.56
            ],
            [
              -109.68,
              32.54
            ],
            [
              -109.68,
              32.51
            ],
            [
              -109.7,
              32.48
            ],
            [
              -109.74,
              32.48
            ],
            [
              -109.8,
              32.51
            ],
            [
              -109.8,
              32.56
            ],
            [
              -109.77,
              32.58
            ]
          ]
        ]
      },
      "raw_probability": 0.0596,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "4947d1553cfa041a7ca7281ab48753be91a714ba9e4ba7b0832c336937be4380",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0596,
        "probability": 0.000793,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000793,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6b8b775f0b0c03ce5e207ec9c8d0ba16f3eaf0e7aaf8b397a5f4073b1a0c4136",
        "signature": {
          "alg": "ed25519",
          "sig": "f715467449b09031502c9414dcd8dcdd7cc8d6c8da622b0cd04151ea3788f623607ba51b10db5335ca4b9b3abe03356128529989a883a05066f3660c14db8703"
        }
      },
      "receipt_sha256": "6b8b775f0b0c03ce5e207ec9c8d0ba16f3eaf0e7aaf8b397a5f4073b1a0c4136"
    },
    {
      "storm_id": "273944",
      "lat": 33.0833,
      "lon": -108.7189,
      "motion_east": 3.5,
      "motion_south": -4.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 665.0,
      "ebshear": 22.0,
      "srh01": 30.0,
      "maxllaz": 0.002,
      "mesh": 0.2,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.6111
        },
        {
          "name": "alignment",
          "value": -0.9837
        },
        {
          "name": "tau",
          "value": 0.861
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0592
      },
      "coherence_score": 0.8609845638275146,
      "coherence_diagnostics": {
        "tau": 0.8609845638275146,
        "grad_tau": 0.4645377993583679,
        "torsion": 3.1624725060908077e-09,
        "alignment": -0.9836602210998535,
        "S_field": 0.3182419538497925,
        "Gamma_field": 0.8816536664962769,
        "S_over_Gamma": 0.3609602749347687,
        "Da": 55.1866455078125,
        "E_coh": 0.8470268249511719,
        "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": [
          [
            [
              -108.73,
              33.11
            ],
            [
              -108.7,
              33.11
            ],
            [
              -108.69,
              33.1
            ],
            [
              -108.69,
              33.06
            ],
            [
              -108.7,
              33.05
            ],
            [
              -108.73,
              33.05
            ],
            [
              -108.75,
              33.07
            ],
            [
              -108.75,
              33.09
            ],
            [
              -108.73,
              33.11
            ]
          ]
        ]
      },
      "raw_probability": 0.0592,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "c89e6858f5fa5fd5c42ac54dd146f061cc6b3e09e7b4d9654c81dfd7ef5b160d",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0592,
        "probability": 0.000793,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000793,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3249cbd290fcbaac6b69df7906b19d222ef5b015a76e2815698b1c76a0d01784",
        "signature": {
          "alg": "ed25519",
          "sig": "0ba693cc1a7db5b9745155649a2ce493ddabd578ed60da00dc436089858058d01fe9a758380d912e19053e02401cff6665dd4d42c1622c88d304c00ced0ad605"
        }
      },
      "receipt_sha256": "3249cbd290fcbaac6b69df7906b19d222ef5b015a76e2815698b1c76a0d01784"
    },
    {
      "storm_id": "274661",
      "lat": 32.8122,
      "lon": -108.9411,
      "motion_east": 3.5,
      "motion_south": -4.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 997.0,
      "ebshear": 30.0,
      "srh01": 47.0,
      "maxllaz": 0.003,
      "mesh": 0.51,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 47.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.2361
        },
        {
          "name": "alignment",
          "value": 0.2539
        },
        {
          "name": "tau",
          "value": 1.4997
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0583
      },
      "coherence_score": 1.4997177124023438,
      "coherence_diagnostics": {
        "tau": 1.4997177124023438,
        "grad_tau": 0.6718984246253967,
        "torsion": 0.0,
        "alignment": 0.2538594603538513,
        "S_field": 0.9871687889099121,
        "Gamma_field": 0.49665367603302,
        "S_over_Gamma": 1.987640142440796,
        "Da": 31.391828536987305,
        "E_coh": 0.9845657348632812,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.96,
              32.85
            ],
            [
              -108.92,
              32.85
            ],
            [
              -108.9,
              32.83
            ],
            [
              -108.9,
              32.79
            ],
            [
              -108.92,
              32.76
            ],
            [
              -108.95,
              32.76
            ],
            [
              -108.98,
              32.79
            ],
            [
              -108.98,
              32.83
            ],
            [
              -108.96,
              32.85
            ]
          ]
        ]
      },
      "raw_probability": 0.0583,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "f8480f04fc8f8b247be8eb630a0944dc202a8087b4d3be551c787494318bd013",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0583,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8b7f1d8e59423dbc30778db908fcf33e0aa9f5453dfb9babf62fb987609fff83",
        "signature": {
          "alg": "ed25519",
          "sig": "4826847594699dfd1913e38defd2b3dbf14467f8b32d830d817ddf4a69834529194e68b3d1bafd9c0617e692121f3f15d23081338aec2dca6f782ec4b4eba606"
        }
      },
      "receipt_sha256": "8b7f1d8e59423dbc30778db908fcf33e0aa9f5453dfb9babf62fb987609fff83"
    },
    {
      "storm_id": "274638",
      "lat": 34.7811,
      "lon": -74.5544,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2100.0,
      "ebshear": 7.0,
      "srh01": 26.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.2361
        },
        {
          "name": "alignment",
          "value": 2.0498
        },
        {
          "name": "tau",
          "value": 2.7287
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0581
      },
      "coherence_score": 2.7287139892578125,
      "coherence_diagnostics": {
        "tau": 2.7287139892578125,
        "grad_tau": 0.31143808364868164,
        "torsion": 0.0,
        "alignment": 2.0498175621032715,
        "S_field": 0.6009973287582397,
        "Gamma_field": 0.21415364742279053,
        "S_over_Gamma": 2.8063838481903076,
        "Da": 14.049713134765625,
        "E_coh": 0.8751763105392456,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.58,
              34.82
            ],
            [
              -74.55,
              34.82
            ],
            [
              -74.51,
              34.8
            ],
            [
              -74.51,
              34.75
            ],
            [
              -74.52,
              34.74
            ],
            [
              -74.56,
              34.73
            ],
            [
              -74.59,
              34.75
            ],
            [
              -74.59,
              34.8
            ],
            [
              -74.58,
              34.82
            ]
          ]
        ]
      },
      "raw_probability": 0.0581,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "13123cb4f2b3be56d66058b4472a76ceaf3796c449ffb635620a17395c16bcb6",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0581,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6d8814ab276cc9a25fbb68ed95e758f592baf7f72ab13ab96119a7d65b372d2e",
        "signature": {
          "alg": "ed25519",
          "sig": "bda5cc8b173526a3b8805303f3d945632eee26ee28a2f8a70dfeb85d8a2d8e9b79b790e5e6e775e9998bddc2fe0a8fab7e140768dc75a9d75cc80bf2d8b19808"
        }
      },
      "receipt_sha256": "6d8814ab276cc9a25fbb68ed95e758f592baf7f72ab13ab96119a7d65b372d2e"
    },
    {
      "storm_id": "274415",
      "lat": 29.3138,
      "lon": -89.5662,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1697.0,
      "ebshear": 24.0,
      "srh01": 40.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.3611
        },
        {
          "name": "alignment",
          "value": 0.9976
        },
        {
          "name": "tau",
          "value": 2.2829
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0574
      },
      "coherence_score": 2.282914638519287,
      "coherence_diagnostics": {
        "tau": 2.282914638519287,
        "grad_tau": 0.4693702161312103,
        "torsion": 0.0,
        "alignment": 0.997633695602417,
        "S_field": 0.8372182250022888,
        "Gamma_field": 0.24248696863651276,
        "S_over_Gamma": 3.452631711959839,
        "Da": 15.216883659362793,
        "E_coh": 0.9766072630882263,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.6,
              29.35
            ],
            [
              -89.59,
              29.35
            ],
            [
              -89.58,
              29.35
            ],
            [
              -89.57,
              29.35
            ],
            [
              -89.56,
              29.35
            ],
            [
              -89.55,
              29.35
            ],
            [
              -89.54,
              29.34
            ],
            [
              -89.53,
              29.34
            ],
            [
              -89.53,
              29.33
            ],
            [
              -89.54,
              29.33
            ],
            [
              -89.55,
              29.32
            ],
            [
              -89.56,
              29.31
            ],
            [
              -89.57,
              29.3
            ],
            [
              -89.56,
              29.29
            ],
            [
              -89.55,
              29.29
            ],
            [
              -89.54,
              29.28
            ],
            [
              -89.54,
              29.27
            ],
            [
              -89.55,
              29.27
            ],
            [
              -89.56,
              29.27
            ],
            [
              -89.57,
              29.27
            ],
            [
              -89.58,
              29.27
            ],
            [
              -89.59,
              29.28
            ],
            [
              -89.58,
              29.29
            ],
            [
              -89.57,
              29.3
            ],
            [
              -89.58,
              29.31
            ],
            [
              -89.59,
              29.32
            ],
            [
              -89.59,
              29.33
            ],
            [
              -89.6,
              29.34
            ],
            [
              -89.6,
              29.35
            ]
          ]
        ]
      },
      "raw_probability": 0.0574,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "b244ccc08c4f6c4016ca0179237925e1cbfbf097f95f034ff65f07ed46532bbf",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0574,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "41eea71c7f20863b358f6fb088c0384e8d19b5197afee32087396e05241e1a13",
        "signature": {
          "alg": "ed25519",
          "sig": "605620bb7a8983e28cf37a5a45a58342579036e0621dcd726e3d8217fd4dda1d16d9e3bb7b7d06b39eaf9d37e11ea0f3efcb438e66d018ac0fe97cf8feda7202"
        }
      },
      "receipt_sha256": "41eea71c7f20863b358f6fb088c0384e8d19b5197afee32087396e05241e1a13"
    },
    {
      "storm_id": "274454",
      "lat": 37.937,
      "lon": -77.241,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2115.0,
      "ebshear": 22.0,
      "srh01": 33.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.8611
        },
        {
          "name": "alignment",
          "value": 0.0545
        },
        {
          "name": "tau",
          "value": 1.439
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0574
      },
      "coherence_score": 1.4390188455581665,
      "coherence_diagnostics": {
        "tau": 1.4390188455581665,
        "grad_tau": 0.33073690533638,
        "torsion": 0.0,
        "alignment": 0.05454748868942261,
        "S_field": 0.41224682331085205,
        "Gamma_field": 0.2458202987909317,
        "S_over_Gamma": 1.6770251989364624,
        "Da": 15.78872299194336,
        "E_coh": 0.9312719702720642,
        "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": [
          [
            [
              -77.25,
              37.97
            ],
            [
              -77.22,
              37.97
            ],
            [
              -77.2,
              37.95
            ],
            [
              -77.2,
              37.92
            ],
            [
              -77.24,
              37.9
            ],
            [
              -77.26,
              37.9
            ],
            [
              -77.27,
              37.91
            ],
            [
              -77.26,
              37.92
            ],
            [
              -77.26,
              37.96
            ],
            [
              -77.25,
              37.97
            ]
          ]
        ]
      },
      "raw_probability": 0.0574,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "b244ccc08c4f6c4016ca0179237925e1cbfbf097f95f034ff65f07ed46532bbf",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0574,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "41eea71c7f20863b358f6fb088c0384e8d19b5197afee32087396e05241e1a13",
        "signature": {
          "alg": "ed25519",
          "sig": "605620bb7a8983e28cf37a5a45a58342579036e0621dcd726e3d8217fd4dda1d16d9e3bb7b7d06b39eaf9d37e11ea0f3efcb438e66d018ac0fe97cf8feda7202"
        }
      },
      "receipt_sha256": "41eea71c7f20863b358f6fb088c0384e8d19b5197afee32087396e05241e1a13"
    },
    {
      "storm_id": "274536",
      "lat": 31.9062,
      "lon": -80.6895,
      "motion_east": 6.0,
      "motion_south": -1.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2936.0,
      "ebshear": 18.0,
      "srh01": 29.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.2361
        },
        {
          "name": "alignment",
          "value": -0.3188
        },
        {
          "name": "tau",
          "value": 1.8928
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0567
      },
      "coherence_score": 1.892760992050171,
      "coherence_diagnostics": {
        "tau": 1.892760992050171,
        "grad_tau": 0.20492272078990936,
        "torsion": 0.0,
        "alignment": -0.31875526905059814,
        "S_field": 0.13910219073295593,
        "Gamma_field": 0.3524869978427887,
        "S_over_Gamma": 0.39463070034980774,
        "Da": 20.354026794433594,
        "E_coh": 0.44189128279685974,
        "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": [
          [
            [
              -80.65,
              32.03
            ],
            [
              -80.65,
              32.01
            ],
            [
              -80.64,
              32.0
            ],
            [
              -80.64,
              31.91
            ],
            [
              -80.63,
              31.9
            ],
            [
              -80.63,
              31.78
            ],
            [
              -80.64,
              31.77
            ],
            [
              -80.64,
              31.75
            ],
            [
              -80.71,
              31.75
            ],
            [
              -80.71,
              31.76
            ],
            [
              -80.74,
              31.8
            ],
            [
              -80.75,
              31.84
            ],
            [
              -80.77,
              31.86
            ],
            [
              -80.77,
              31.92
            ],
            [
              -80.76,
              31.92
            ],
            [
              -80.72,
              31.96
            ],
            [
              -80.72,
              31.99
            ],
            [
              -80.71,
              32.01
            ],
            [
              -80.69,
              32.02
            ],
            [
              -80.66,
              32.02
            ],
            [
              -80.65,
              32.03
            ]
          ]
        ]
      },
      "raw_probability": 0.0567,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "f6528d9469fa4e641e41561cf24f5d5e604291daf89d29066ad77b2c6c7daf62",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0567,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3fc1b74761c9b0154f9c20a92f80a5de94ab305e48982bbc2e3e89bf6c2280ea",
        "signature": {
          "alg": "ed25519",
          "sig": "1d89c005ecdea465734300fbb74c625e8cbf646b384844705bf35af089d57f9270a004587542078dac2901fbfc1dfc2f41d4b43143938946948cc94c978f0806"
        }
      },
      "receipt_sha256": "3fc1b74761c9b0154f9c20a92f80a5de94ab305e48982bbc2e3e89bf6c2280ea"
    },
    {
      "storm_id": "274600",
      "lat": 35.3687,
      "lon": -78.4956,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2416.0,
      "ebshear": 20.0,
      "srh01": 33.0,
      "maxllaz": 0.002,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.3611
        },
        {
          "name": "alignment",
          "value": 0.5042
        },
        {
          "name": "tau",
          "value": 1.5663
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0564
      },
      "coherence_score": 1.566345453262329,
      "coherence_diagnostics": {
        "tau": 1.566345453262329,
        "grad_tau": 0.18189634382724762,
        "torsion": 0.0,
        "alignment": 0.5041649341583252,
        "S_field": 0.03555510565638542,
        "Gamma_field": 0.5166536569595337,
        "S_over_Gamma": 0.06881806999444962,
        "Da": 32.52973937988281,
        "E_coh": 0.568830668926239,
        "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": [
          [
            [
              -78.46,
              35.42
            ],
            [
              -78.43,
              35.4
            ],
            [
              -78.44,
              35.38
            ],
            [
              -78.43,
              35.34
            ],
            [
              -78.45,
              35.34
            ],
            [
              -78.46,
              35.33
            ],
            [
              -78.5,
              35.33
            ],
            [
              -78.53,
              35.31
            ],
            [
              -78.58,
              35.32
            ],
            [
              -78.56,
              35.34
            ],
            [
              -78.57,
              35.36
            ],
            [
              -78.56,
              35.39
            ],
            [
              -78.52,
              35.4
            ],
            [
              -78.51,
              35.41
            ],
            [
              -78.47,
              35.41
            ],
            [
              -78.46,
              35.42
            ]
          ]
        ]
      },
      "raw_probability": 0.0564,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "dae9878ca777daead379f58a2af7792747117cffd3990e4d410a4b449e7a8489",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0564,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "00c05e50f7d5f75ae2f972ec7ccc7d1c4fe33376db2ce3bf410449ea75aa2593",
        "signature": {
          "alg": "ed25519",
          "sig": "6e8e9f19a72d0881b109b868922f85cd3ab9e4379b177b8763c56a264c7d7a597413db4b36fc607a847d937e59df5bbdf240ca1dfa3c942cdeb981ab4b5d3c08"
        }
      },
      "receipt_sha256": "00c05e50f7d5f75ae2f972ec7ccc7d1c4fe33376db2ce3bf410449ea75aa2593"
    },
    {
      "storm_id": "274612",
      "lat": 24.8578,
      "lon": -80.5167,
      "motion_east": 0.7,
      "motion_south": 1.7,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3107.0,
      "ebshear": 12.0,
      "srh01": 42.0,
      "maxllaz": 0.007,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.3611
        },
        {
          "name": "alignment",
          "value": -0.1292
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0564
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.6997995376586914,
        "torsion": 0.0,
        "alignment": -0.12921142578125,
        "S_field": 1.2056379318237305,
        "Gamma_field": 0.21665364503860474,
        "S_over_Gamma": 5.564817428588867,
        "Da": 13.161495208740234,
        "E_coh": 0.9853457808494568,
        "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": [
          [
            [
              -80.54,
              24.89
            ],
            [
              -80.49,
              24.89
            ],
            [
              -80.48,
              24.87
            ],
            [
              -80.48,
              24.83
            ],
            [
              -80.49,
              24.82
            ],
            [
              -80.53,
              24.82
            ],
            [
              -80.55,
              24.84
            ],
            [
              -80.55,
              24.87
            ],
            [
              -80.54,
              24.89
            ]
          ]
        ]
      },
      "raw_probability": 0.0564,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "dae9878ca777daead379f58a2af7792747117cffd3990e4d410a4b449e7a8489",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0564,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "00c05e50f7d5f75ae2f972ec7ccc7d1c4fe33376db2ce3bf410449ea75aa2593",
        "signature": {
          "alg": "ed25519",
          "sig": "6e8e9f19a72d0881b109b868922f85cd3ab9e4379b177b8763c56a264c7d7a597413db4b36fc607a847d937e59df5bbdf240ca1dfa3c942cdeb981ab4b5d3c08"
        }
      },
      "receipt_sha256": "00c05e50f7d5f75ae2f972ec7ccc7d1c4fe33376db2ce3bf410449ea75aa2593"
    },
    {
      "storm_id": "273917",
      "lat": 34.2171,
      "lon": -110.2757,
      "motion_east": 3.8,
      "motion_south": -4.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 682.0,
      "ebshear": 17.0,
      "srh01": 38.0,
      "maxllaz": 0.004,
      "mesh": 0.36,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.1111
        },
        {
          "name": "alignment",
          "value": 0.3418
        },
        {
          "name": "tau",
          "value": 0.3121
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0562
      },
      "coherence_score": 0.31209370493888855,
      "coherence_diagnostics": {
        "tau": 0.31209370493888855,
        "grad_tau": 0.1466691493988037,
        "torsion": 0.0,
        "alignment": 0.34183138608932495,
        "S_field": 0.0645785927772522,
        "Gamma_field": 1.2383203506469727,
        "S_over_Gamma": 0.05215014889836311,
        "Da": 73.9352035522461,
        "E_coh": 0.40262964367866516,
        "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": [
          [
            [
              -110.34,
              34.28
            ],
            [
              -110.3,
              34.28
            ],
            [
              -110.23,
              34.22
            ],
            [
              -110.2,
              34.22
            ],
            [
              -110.18,
              34.21
            ],
            [
              -110.18,
              34.2
            ],
            [
              -110.16,
              34.18
            ],
            [
              -110.16,
              34.15
            ],
            [
              -110.32,
              34.14
            ],
            [
              -110.36,
              34.19
            ],
            [
              -110.36,
              34.21
            ],
            [
              -110.37,
              34.22
            ],
            [
              -110.36,
              34.26
            ],
            [
              -110.34,
              34.28
            ]
          ]
        ]
      },
      "raw_probability": 0.0562,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "f548c40a96b668a9e85d1b302c6be3c55a34fbe5c9a834ac4af394169efba132",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0562,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bb7809c613afd9ef44b48e9920b06febe0e60b0384fadb9431ffbfe2164a5ae1",
        "signature": {
          "alg": "ed25519",
          "sig": "e658a6c584f576722e2bcd9a0f2ac4b8377c17d9ba1260b025bbf34bdfc3ebbd4eadd36083ca35ec8b90b12fce0ada6673c0cf7d5ed49d0286630dcd966de900"
        }
      },
      "receipt_sha256": "bb7809c613afd9ef44b48e9920b06febe0e60b0384fadb9431ffbfe2164a5ae1"
    },
    {
      "storm_id": "274321",
      "lat": 33.4442,
      "lon": -109.9592,
      "motion_east": 3.6,
      "motion_south": -3.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1037.0,
      "ebshear": 27.0,
      "srh01": 53.0,
      "maxllaz": 0.002,
      "mesh": 0.19,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.3611
        },
        {
          "name": "alignment",
          "value": 0.2512
        },
        {
          "name": "tau",
          "value": 0.6867
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0558
      },
      "coherence_score": 0.6867234706878662,
      "coherence_diagnostics": {
        "tau": 0.6867234706878662,
        "grad_tau": 0.44795626401901245,
        "torsion": -2.3805073467997317e-09,
        "alignment": 0.2511727511882782,
        "S_field": 0.2629512548446655,
        "Gamma_field": 0.9599869847297668,
        "S_over_Gamma": 0.2739112675189972,
        "Da": 59.57536315917969,
        "E_coh": 0.914381742477417,
        "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": [
          [
            [
              -109.96,
              33.5
            ],
            [
              -109.94,
              33.5
            ],
            [
              -109.92,
              33.47
            ],
            [
              -109.92,
              33.42
            ],
            [
              -109.93,
              33.4
            ],
            [
              -109.95,
              33.4
            ],
            [
              -109.96,
              33.41
            ],
            [
              -109.97,
              33.4
            ],
            [
              -109.99,
              33.41
            ],
            [
              -110.01,
              33.44
            ],
            [
              -110.0,
              33.48
            ],
            [
              -109.96,
              33.5
            ]
          ]
        ]
      },
      "raw_probability": 0.0558,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "ae3b476197aa1bc551fd0c253ed8ca80440694c50eb67accd0a6d330e7039bca",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0558,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d1ddb5761bf2cb8bb3f210aecde260076d6a9826231bf255acb3b55d8ea3fb0c",
        "signature": {
          "alg": "ed25519",
          "sig": "cb615e9b52a0679cdfe7a2d18e92ea62a9c1ab26da3c90e3199489d83d51a2e5b3d03e2ac53b56a90b51867acc968a6ce719a5ed93c94f214df0af14a34b030b"
        }
      },
      "receipt_sha256": "d1ddb5761bf2cb8bb3f210aecde260076d6a9826231bf255acb3b55d8ea3fb0c"
    },
    {
      "storm_id": "274438",
      "lat": 27.1095,
      "lon": -81.6049,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3148.0,
      "ebshear": 10.0,
      "srh01": 11.0,
      "maxllaz": 0.003,
      "mesh": 0.11,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.9861
        },
        {
          "name": "alignment",
          "value": -1.5587
        },
        {
          "name": "tau",
          "value": 2.8336
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0557
      },
      "coherence_score": 2.833585739135742,
      "coherence_diagnostics": {
        "tau": 2.833585739135742,
        "grad_tau": 0.81227707862854,
        "torsion": 0.0,
        "alignment": -1.558676838874817,
        "S_field": 1.2348617315292358,
        "Gamma_field": 0.19665364921092987,
        "S_over_Gamma": 6.279373645782471,
        "Da": 11.78084659576416,
        "E_coh": 0.9741936326026917,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.61,
              27.17
            ],
            [
              -81.6,
              27.17
            ],
            [
              -81.59,
              27.16
            ],
            [
              -81.58,
              27.16
            ],
            [
              -81.57,
              27.15
            ],
            [
              -81.56,
              27.14
            ],
            [
              -81.55,
              27.13
            ],
            [
              -81.55,
              27.12
            ],
            [
              -81.55,
              27.11
            ],
            [
              -81.56,
              27.1
            ],
            [
              -81.57,
              27.09
            ],
            [
              -81.58,
              27.08
            ],
            [
              -81.58,
              27.07
            ],
            [
              -81.57,
              27.06
            ],
            [
              -81.56,
              27.07
            ],
            [
              -81.56,
              27.06
            ],
            [
              -81.57,
              27.06
            ],
            [
              -81.58,
              27.07
            ],
            [
              -81.59,
              27.08
            ],
            [
              -81.6,
              27.08
            ],
            [
              -81.61,
              27.07
            ],
            [
              -81.62,
              27.07
            ],
            [
              -81.63,
              27.07
            ],
            [
              -81.64,
              27.07
            ],
            [
              -81.65,
              27.08
            ],
            [
              -81.66,
              27.08
            ],
            [
              -81.67,
              27.09
            ],
            [
              -81.66,
              27.1
            ],
            [
              -81.66,
              27.11
            ],
            [
              -81.65,
              27.12
            ],
            [
              -81.65,
              27.13
            ],
            [
              -81.65,
              27.14
            ],
            [
              -81.65,
              27.15
            ],
            [
              -81.64,
              27.15
            ],
            [
              -81.63,
              27.16
            ],
            [
              -81.62,
              27.16
            ],
            [
              -81.61,
              27.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0557,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "69c740b520345d5e8a3985ce3d1dbcf643d9b23ffbd79bab1160b98ea9af5e1e",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0557,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "80616f68e553671d7722855917dbe605a7cffeafb3fc3b6a61c2aea3eca7a7e3",
        "signature": {
          "alg": "ed25519",
          "sig": "03d921c93d7046938eb4227925d971b4e98c9a4528394843bc54265c72956f00d92e289458c5143f428fc69bd9442eb58762a4cdd100e2698b713285088eb408"
        }
      },
      "receipt_sha256": "80616f68e553671d7722855917dbe605a7cffeafb3fc3b6a61c2aea3eca7a7e3"
    },
    {
      "storm_id": "274544",
      "lat": 50.8134,
      "lon": -92.9593,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 24.0,
      "ebshear": 20.0,
      "srh01": 37.0,
      "maxllaz": 0.01,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.4861
        },
        {
          "name": "alignment",
          "value": -2.3708
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.01
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0555
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5355743169784546,
        "torsion": 0.0,
        "alignment": -2.37078857421875,
        "S_field": 0.23639175295829773,
        "Gamma_field": 0.2966536581516266,
        "S_over_Gamma": 0.7968610525131226,
        "Da": 16.087949752807617,
        "E_coh": 0.05848592147231102,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.24,
              50.91
            ],
            [
              -93.2,
              50.91
            ],
            [
              -93.14,
              50.88
            ],
            [
              -93.12,
              50.88
            ],
            [
              -93.11,
              50.89
            ],
            [
              -93.02,
              50.89
            ],
            [
              -93.01,
              50.9
            ],
            [
              -92.94,
              50.91
            ],
            [
              -92.89,
              50.87
            ],
            [
              -92.87,
              50.87
            ],
            [
              -92.82,
              50.84
            ],
            [
              -92.77,
              50.84
            ],
            [
              -92.74,
              50.87
            ],
            [
              -92.66,
              50.87
            ],
            [
              -92.65,
              50.88
            ],
            [
              -92.6,
              50.88
            ],
            [
              -92.58,
              50.87
            ],
            [
              -92.54,
              50.83
            ],
            [
              -92.5,
              50.81
            ],
            [
              -92.49,
              50.79
            ],
            [
              -92.43,
              50.74
            ],
            [
              -92.45,
              50.72
            ],
            [
              -92.45,
              50.7
            ],
            [
              -92.46,
              50.69
            ],
            [
              -92.49,
              50.69
            ],
            [
              -92.52,
              50.72
            ],
            [
              -92.56,
              50.74
            ],
            [
              -92.64,
              50.74
            ],
            [
              -92.66,
              50.73
            ],
            [
              -92.7,
              50.69
            ],
            [
              -92.75,
              50.68
            ],
            [
              -92.79,
              50.7
            ],
            [
              -92.84,
              50.76
            ],
            [
              -92.88,
              50.77
            ],
            [
              -92.89,
              50.78
            ],
            [
              -92.92,
              50.78
            ],
            [
              -92.95,
              50.8
            ],
            [
              -93.11,
              50.79
            ],
            [
              -93.15,
              50.81
            ],
            [
              -93.17,
              50.83
            ],
            [
              -93.22,
              50.83
            ],
            [
              -93.34,
              50.77
            ],
            [
              -93.36,
              50.77
            ],
            [
              -93.4,
              50.75
            ],
            [
              -93.44,
              50.76
            ],
            [
              -93.46,
              50.78
            ],
            [
              -93.48,
              50.78
            ],
            [
              -93.5,
              50.8
            ],
            [
              -93.5,
              50.83
            ],
            [
              -93.45,
              50.87
            ],
            [
              -93.41,
              50.89
            ],
            [
              -93.34,
              50.89
            ],
            [
              -93.32,
              50.88
            ],
            [
              -93.31,
              50.89
            ],
            [
              -93.25,
              50.9
            ],
            [
              -93.24,
              50.91
            ]
          ]
        ]
      },
      "raw_probability": 0.0555,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "8796c661d3f2b432b2b1b2799388789fd218b141fa8e1a302dad84d45cc04a4d",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0555,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4a6551ec1f4b4e2c2892473e9282ea68b32a6e985b4f4fcb51fe60dc86e4582c",
        "signature": {
          "alg": "ed25519",
          "sig": "9e7dd010e855b08281e08da1d1ff7379e7e813d149c093d49843fa7f1f71a9dd2891bc4cde654765e23702214de96d2b8465854f2c487e9c89e45175be2ce90f"
        }
      },
      "receipt_sha256": "4a6551ec1f4b4e2c2892473e9282ea68b32a6e985b4f4fcb51fe60dc86e4582c"
    },
    {
      "storm_id": "274567",
      "lat": 31.1813,
      "lon": -109.625,
      "motion_east": 3.3,
      "motion_south": -4.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1420.0,
      "ebshear": 20.0,
      "srh01": 19.0,
      "maxllaz": 0.002,
      "mesh": 0.31,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.8611
        },
        {
          "name": "alignment",
          "value": -0.3491
        },
        {
          "name": "tau",
          "value": 2.2123
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0554
      },
      "coherence_score": 2.2122721672058105,
      "coherence_diagnostics": {
        "tau": 2.2122721672058105,
        "grad_tau": 0.5264184474945068,
        "torsion": 0.0,
        "alignment": -0.34913185238838196,
        "S_field": 1.39320969581604,
        "Gamma_field": 0.42748701572418213,
        "S_over_Gamma": 3.2590689659118652,
        "Da": 25.775060653686523,
        "E_coh": 0.9769736528396606,
        "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": [
          [
            [
              -109.64,
              31.21
            ],
            [
              -109.61,
              31.21
            ],
            [
              -109.59,
              31.19
            ],
            [
              -109.59,
              31.16
            ],
            [
              -109.61,
              31.14
            ],
            [
              -109.66,
              31.14
            ],
            [
              -109.66,
              31.19
            ],
            [
              -109.64,
              31.21
            ]
          ]
        ]
      },
      "raw_probability": 0.0554,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "ce4fed515dc6f8f76ec268b777f7f938b8249b8a309983c0fa3ae2cc2107503d",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0554,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "08647d599a787eb3e69197d37e4bcbcca5f0e6f5fff04b09fe9c2c92deffee42",
        "signature": {
          "alg": "ed25519",
          "sig": "7a5ab1084ceed07a72cef6e7865e913cbb960412d5602322ed80e8e93184cd5e17b31615015cbb2f158db06231c86eb0473555addee072a2d45775773d100e03"
        }
      },
      "receipt_sha256": "08647d599a787eb3e69197d37e4bcbcca5f0e6f5fff04b09fe9c2c92deffee42"
    },
    {
      "storm_id": "274339",
      "lat": 38.0873,
      "lon": -76.8473,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1855.0,
      "ebshear": 23.0,
      "srh01": 41.0,
      "maxllaz": 0.003,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.4861
        },
        {
          "name": "alignment",
          "value": -0.9097
        },
        {
          "name": "tau",
          "value": 1.4753
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0553
      },
      "coherence_score": 1.4753103256225586,
      "coherence_diagnostics": {
        "tau": 1.4753103256225586,
        "grad_tau": 0.46570199728012085,
        "torsion": 0.0,
        "alignment": -0.9096584320068359,
        "S_field": 0.44934114813804626,
        "Gamma_field": 0.28415364027023315,
        "S_over_Gamma": 1.5813316106796265,
        "Da": 17.26706886291504,
        "E_coh": 0.9485911130905151,
        "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": [
          [
            [
              -76.87,
              38.16
            ],
            [
              -76.84,
              38.16
            ],
            [
              -76.77,
              38.08
            ],
            [
              -76.77,
              38.05
            ],
            [
              -76.8,
              38.02
            ],
            [
              -76.84,
              38.02
            ],
            [
              -76.88,
              38.05
            ],
            [
              -76.88,
              38.07
            ],
            [
              -76.9,
              38.09
            ],
            [
              -76.9,
              38.1
            ],
            [
              -76.87,
              38.16
            ]
          ]
        ]
      },
      "raw_probability": 0.0553,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "3f3385ae2f31461d528352b6747473d53838c46c9b2c5e5167dd1931faca2c04",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0553,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1c2ba8a43bb5bb6bb597676dcdd88da2c300886c9560e85e2aadeef445a48167",
        "signature": {
          "alg": "ed25519",
          "sig": "148c6f6702ca2b570a85a5f2d431fae4c0591ef2b419cede05202116da25bfd98358a9066a5f444c82798ed172985c87b22ae5d88b4bb1cc17408a4dea279c0b"
        }
      },
      "receipt_sha256": "1c2ba8a43bb5bb6bb597676dcdd88da2c300886c9560e85e2aadeef445a48167"
    },
    {
      "storm_id": "274171",
      "lat": 35.5622,
      "lon": -78.4011,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2512.0,
      "ebshear": 20.0,
      "srh01": 35.0,
      "maxllaz": 0.004,
      "mesh": 0.2,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.3611
        },
        {
          "name": "alignment",
          "value": 0.5042
        },
        {
          "name": "tau",
          "value": 1.5663
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0545
      },
      "coherence_score": 1.566345453262329,
      "coherence_diagnostics": {
        "tau": 1.566345453262329,
        "grad_tau": 0.18189634382724762,
        "torsion": 0.0,
        "alignment": 0.5041649341583252,
        "S_field": 0.03555510565638542,
        "Gamma_field": 0.5166536569595337,
        "S_over_Gamma": 0.06881806999444962,
        "Da": 32.52973937988281,
        "E_coh": 0.568830668926239,
        "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": [
          [
            [
              -78.43,
              35.59
            ],
            [
              -78.37,
              35.59
            ],
            [
              -78.36,
              35.58
            ],
            [
              -78.36,
              35.55
            ],
            [
              -78.38,
              35.52
            ],
            [
              -78.4,
              35.52
            ],
            [
              -78.44,
              35.54
            ],
            [
              -78.44,
              35.58
            ],
            [
              -78.43,
              35.59
            ]
          ]
        ]
      },
      "raw_probability": 0.0545,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "d94c18a2a2d04360cde615011d9e8130357dfc8bf54fdbeeb8036e84463b3121",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0545,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "56bca7f29d3faf36633d39b902e981b212a05996486237483995aa5b475e9f54",
        "signature": {
          "alg": "ed25519",
          "sig": "9f858f73e504c144ea91d5857821d7ca870a8863840cc0e36e02c3b22dc1d308a55141c2784d408aab7c705719126b3a3770d0b2229deb4bace3461443dcbc0a"
        }
      },
      "receipt_sha256": "56bca7f29d3faf36633d39b902e981b212a05996486237483995aa5b475e9f54"
    },
    {
      "storm_id": "274396",
      "lat": 30.77,
      "lon": -109.1344,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1879.0,
      "ebshear": 32.0,
      "srh01": 9.0,
      "maxllaz": 0.003,
      "mesh": 0.68,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.8611
        },
        {
          "name": "alignment",
          "value": -0.3491
        },
        {
          "name": "tau",
          "value": 2.2123
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0543
      },
      "coherence_score": 2.2122721672058105,
      "coherence_diagnostics": {
        "tau": 2.2122721672058105,
        "grad_tau": 0.5264184474945068,
        "torsion": 0.0,
        "alignment": -0.34913185238838196,
        "S_field": 1.39320969581604,
        "Gamma_field": 0.42748701572418213,
        "S_over_Gamma": 3.2590689659118652,
        "Da": 25.775060653686523,
        "E_coh": 0.9769736528396606,
        "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": [
          [
            [
              -109.15,
              30.8
            ],
            [
              -109.12,
              30.8
            ],
            [
              -109.09,
              30.78
            ],
            [
              -109.1,
              30.77
            ],
            [
              -109.1,
              30.73
            ],
            [
              -109.16,
              30.73
            ],
            [
              -109.17,
              30.74
            ],
            [
              -109.17,
              30.78
            ],
            [
              -109.15,
              30.8
            ]
          ]
        ]
      },
      "raw_probability": 0.0543,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "9529649e4c7daf84e8d8baf0c2c16dba7d2cddf861029b75238bcd66fccdc7c1",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0543,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "56db6593a2cfc6ba3be740cdbf1f0a9fc2182ca85f5bfae559d183e353897659",
        "signature": {
          "alg": "ed25519",
          "sig": "5bd21ec5766e4276cfa9181f04db1d3eeb9283b894abd69dea0579ec40a1334e3e496e4277f112b91d0db86676400f33283df1c904af7ec874df4feb5c38780b"
        }
      },
      "receipt_sha256": "56db6593a2cfc6ba3be740cdbf1f0a9fc2182ca85f5bfae559d183e353897659"
    },
    {
      "storm_id": "274513",
      "lat": 33.598,
      "lon": -79.4968,
      "motion_east": 3.4,
      "motion_south": -5.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1161.0,
      "ebshear": 14.0,
      "srh01": 27.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.7361
        },
        {
          "name": "alignment",
          "value": 2.6514
        },
        {
          "name": "tau",
          "value": 2.0887
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0537
      },
      "coherence_score": 2.0886647701263428,
      "coherence_diagnostics": {
        "tau": 2.0886647701263428,
        "grad_tau": 0.16129697859287262,
        "torsion": 0.0,
        "alignment": 2.651442289352417,
        "S_field": 0.7663331031799316,
        "Gamma_field": 0.2458202987909317,
        "S_over_Gamma": 3.117452383041382,
        "Da": 14.983586311340332,
        "E_coh": 0.9464467167854309,
        "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": [
          [
            [
              -79.57,
              33.73
            ],
            [
              -79.56,
              33.71
            ],
            [
              -79.52,
              33.69
            ],
            [
              -79.51,
              33.67
            ],
            [
              -79.51,
              33.64
            ],
            [
              -79.5,
              33.63
            ],
            [
              -79.42,
              33.63
            ],
            [
              -79.4,
              33.58
            ],
            [
              -79.35,
              33.53
            ],
            [
              -79.35,
              33.51
            ],
            [
              -79.37,
              33.48
            ],
            [
              -79.39,
              33.48
            ],
            [
              -79.42,
              33.46
            ],
            [
              -79.46,
              33.46
            ],
            [
              -79.48,
              33.47
            ],
            [
              -79.49,
              33.5
            ],
            [
              -79.52,
              33.54
            ],
            [
              -79.52,
              33.57
            ],
            [
              -79.56,
              33.61
            ],
            [
              -79.57,
              33.61
            ],
            [
              -79.6,
              33.65
            ],
            [
              -79.6,
              33.67
            ],
            [
              -79.59,
              33.68
            ],
            [
              -79.59,
              33.72
            ],
            [
              -79.57,
              33.73
            ]
          ]
        ]
      },
      "raw_probability": 0.0537,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "bfab8f6d303e0ad54ca3f91bc0125a0ad236f1fed6e934f819fd115938a49693",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0537,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2f78e3b2d0bbaf8f08c246872bcf61b067df02580bd49e17e7943f1d60f9a7a2",
        "signature": {
          "alg": "ed25519",
          "sig": "44f9411efd8bebd57fd053431052c2c85fbae2338282a68edddab88a53eea2eefa343a9aabfb783c21be89dcf6d18d15a9a6f577b5d65f5d57a92983575aa501"
        }
      },
      "receipt_sha256": "2f78e3b2d0bbaf8f08c246872bcf61b067df02580bd49e17e7943f1d60f9a7a2"
    },
    {
      "storm_id": "274653",
      "lat": 35.1933,
      "lon": -78.8378,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2073.0,
      "ebshear": 19.0,
      "srh01": 32.0,
      "maxllaz": 0.003,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.3611
        },
        {
          "name": "alignment",
          "value": 0.5042
        },
        {
          "name": "tau",
          "value": 1.5663
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0537
      },
      "coherence_score": 1.566345453262329,
      "coherence_diagnostics": {
        "tau": 1.566345453262329,
        "grad_tau": 0.18189634382724762,
        "torsion": 0.0,
        "alignment": 0.5041649341583252,
        "S_field": 0.03555510565638542,
        "Gamma_field": 0.5166536569595337,
        "S_over_Gamma": 0.06881806999444962,
        "Da": 32.52973937988281,
        "E_coh": 0.568830668926239,
        "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": [
          [
            [
              -78.84,
              35.23
            ],
            [
              -78.82,
              35.23
            ],
            [
              -78.81,
              35.22
            ],
            [
              -78.8,
              35.18
            ],
            [
              -78.82,
              35.15
            ],
            [
              -78.85,
              35.14
            ],
            [
              -78.88,
              35.16
            ],
            [
              -78.88,
              35.2
            ],
            [
              -78.84,
              35.23
            ]
          ]
        ]
      },
      "raw_probability": 0.0537,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "bfab8f6d303e0ad54ca3f91bc0125a0ad236f1fed6e934f819fd115938a49693",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0537,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2f78e3b2d0bbaf8f08c246872bcf61b067df02580bd49e17e7943f1d60f9a7a2",
        "signature": {
          "alg": "ed25519",
          "sig": "44f9411efd8bebd57fd053431052c2c85fbae2338282a68edddab88a53eea2eefa343a9aabfb783c21be89dcf6d18d15a9a6f577b5d65f5d57a92983575aa501"
        }
      },
      "receipt_sha256": "2f78e3b2d0bbaf8f08c246872bcf61b067df02580bd49e17e7943f1d60f9a7a2"
    },
    {
      "storm_id": "273433",
      "lat": 27.3371,
      "lon": -80.36,
      "motion_east": 4.0,
      "motion_south": -1.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2518.0,
      "ebshear": 9.0,
      "srh01": 28.0,
      "maxllaz": 0.003,
      "mesh": 0.13,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.6111
        },
        {
          "name": "alignment",
          "value": -2.0236
        },
        {
          "name": "tau",
          "value": 2.9127
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0533
      },
      "coherence_score": 2.912684440612793,
      "coherence_diagnostics": {
        "tau": 2.912684440612793,
        "grad_tau": 0.29349687695503235,
        "torsion": 0.0,
        "alignment": -2.0235698223114014,
        "S_field": 0.6098248362541199,
        "Gamma_field": 0.2808203399181366,
        "S_over_Gamma": 2.171583652496338,
        "Da": 17.46280288696289,
        "E_coh": 0.9742348194122314,
        "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": [
          [
            [
              -80.35,
              27.37
            ],
            [
              -80.33,
              27.35
            ],
            [
              -80.33,
              27.32
            ],
            [
              -80.36,
              27.29
            ],
            [
              -80.4,
              27.31
            ],
            [
              -80.4,
              27.35
            ],
            [
              -80.35,
              27.37
            ]
          ]
        ]
      },
      "raw_probability": 0.0533,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "1d5d1ed824b9b8313b4edf60c8bbba2ea8780dd02094d0d656a9ca022811a774",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0533,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "089f80b0c973226fe96267d234691f5906cbe7927b5bcb5ad996e28c7d701e37",
        "signature": {
          "alg": "ed25519",
          "sig": "21f7d964cef49b61e5f9ed27996b461d48876694643c109b2dde21bdd24fc790e26da4fe62214755996f376240e13a8612ecd72697716f45f1793c9af861e503"
        }
      },
      "receipt_sha256": "089f80b0c973226fe96267d234691f5906cbe7927b5bcb5ad996e28c7d701e37"
    },
    {
      "storm_id": "274355",
      "lat": 24.3733,
      "lon": -78.3289,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3436.0,
      "ebshear": 10.0,
      "srh01": 15.0,
      "maxllaz": 0.0,
      "mesh": 0.33,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.2361
        },
        {
          "name": "alignment",
          "value": 2.1208
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0523
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.5679062604904175,
        "torsion": 0.0,
        "alignment": 2.12078857421875,
        "S_field": 1.0462162494659424,
        "Gamma_field": 0.26332032680511475,
        "S_over_Gamma": 3.9731693267822266,
        "Da": 15.861368179321289,
        "E_coh": 0.9653784036636353,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.32,
              24.42
            ],
            [
              -78.31,
              24.42
            ],
            [
              -78.29,
              24.4
            ],
            [
              -78.29,
              24.36
            ],
            [
              -78.33,
              24.32
            ],
            [
              -78.36,
              24.32
            ],
            [
              -78.37,
              24.33
            ],
            [
              -78.37,
              24.37
            ],
            [
              -78.32,
              24.42
            ]
          ]
        ]
      },
      "raw_probability": 0.0523,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "979424a5d4592c50be68d2a25d85b74fc5f8aa16ef7f692c5890e5aead134663",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0523,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b2532319e4969653e1379e68cf2ac40864c588710eab15cd80354c366d0050d6",
        "signature": {
          "alg": "ed25519",
          "sig": "a7646ff504f7bc47e958255fb2dd8a543fb65aad86eab3b09ec2dbf31e46d2934480e451e4257f113bfa959dce8976b7a9d77b47f3077c3a8813321e22197309"
        }
      },
      "receipt_sha256": "b2532319e4969653e1379e68cf2ac40864c588710eab15cd80354c366d0050d6"
    },
    {
      "storm_id": "274525",
      "lat": 24.0986,
      "lon": -78.0929,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3572.0,
      "ebshear": 10.0,
      "srh01": 19.0,
      "maxllaz": 0.0,
      "mesh": 0.22,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.2361
        },
        {
          "name": "alignment",
          "value": 2.1208
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0523
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.5679062604904175,
        "torsion": 0.0,
        "alignment": 2.12078857421875,
        "S_field": 1.0462162494659424,
        "Gamma_field": 0.26332032680511475,
        "S_over_Gamma": 3.9731693267822266,
        "Da": 15.861368179321289,
        "E_coh": 0.9653784036636353,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.13,
              24.13
            ],
            [
              -78.06,
              24.13
            ],
            [
              -78.04,
              24.11
            ],
            [
              -78.04,
              24.09
            ],
            [
              -78.08,
              24.05
            ],
            [
              -78.17,
              24.05
            ],
            [
              -78.13,
              24.13
            ]
          ]
        ]
      },
      "raw_probability": 0.0523,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "979424a5d4592c50be68d2a25d85b74fc5f8aa16ef7f692c5890e5aead134663",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0523,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b2532319e4969653e1379e68cf2ac40864c588710eab15cd80354c366d0050d6",
        "signature": {
          "alg": "ed25519",
          "sig": "a7646ff504f7bc47e958255fb2dd8a543fb65aad86eab3b09ec2dbf31e46d2934480e451e4257f113bfa959dce8976b7a9d77b47f3077c3a8813321e22197309"
        }
      },
      "receipt_sha256": "b2532319e4969653e1379e68cf2ac40864c588710eab15cd80354c366d0050d6"
    },
    {
      "storm_id": "274645",
      "lat": 24.5445,
      "lon": -82.0018,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4454.0,
      "ebshear": 17.0,
      "srh01": 11.0,
      "maxllaz": 0.003,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.3611
        },
        {
          "name": "alignment",
          "value": -0.1917
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0522
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.8071556091308594,
        "torsion": 0.0,
        "alignment": -0.19171142578125,
        "S_field": 1.028795838356018,
        "Gamma_field": 0.21248698234558105,
        "S_over_Gamma": 4.841688632965088,
        "Da": 12.846479415893555,
        "E_coh": 0.981154203414917,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.03,
              24.58
            ],
            [
              -81.99,
              24.56
            ],
            [
              -81.97,
              24.57
            ],
            [
              -81.96,
              24.55
            ],
            [
              -81.96,
              24.51
            ],
            [
              -81.97,
              24.5
            ],
            [
              -82.02,
              24.5
            ],
            [
              -82.01,
              24.52
            ],
            [
              -82.04,
              24.55
            ],
            [
              -82.04,
              24.57
            ],
            [
              -82.03,
              24.58
            ]
          ]
        ]
      },
      "raw_probability": 0.0522,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "02fcc536fb6f19f1349066b91a7c46fb899c9afd7e9f902b3f2ffbfa06584a31",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0522,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "284397087541c5ddd166d39c2d7dd12d70cd1a4c8a9410de015afcbc93934eb0",
        "signature": {
          "alg": "ed25519",
          "sig": "17f5c6d57fa31bb52e0112c0600965fbde0edafe21699df0f104cd75fee53d7d021f329e393e66fe555b7cb66b3b6c1d273db1c8969986d256a677a577825009"
        }
      },
      "receipt_sha256": "284397087541c5ddd166d39c2d7dd12d70cd1a4c8a9410de015afcbc93934eb0"
    },
    {
      "storm_id": "274548",
      "lat": 50.2623,
      "lon": -93.8336,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 325.0,
      "ebshear": 35.0,
      "srh01": 4.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.8611
        },
        {
          "name": "alignment",
          "value": -1.3083
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0514
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5035792589187622,
        "torsion": 0.0,
        "alignment": -1.30828857421875,
        "S_field": 0.1995420753955841,
        "Gamma_field": 0.28915366530418396,
        "S_over_Gamma": 0.6900900602340698,
        "Da": 15.458592414855957,
        "E_coh": 0.3424660265445709,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.74,
              50.35
            ],
            [
              -93.72,
              50.33
            ],
            [
              -93.72,
              50.32
            ],
            [
              -93.74,
              50.3
            ],
            [
              -93.74,
              50.28
            ],
            [
              -93.76,
              50.25
            ],
            [
              -93.77,
              50.25
            ],
            [
              -93.81,
              50.22
            ],
            [
              -93.87,
              50.21
            ],
            [
              -93.9,
              50.18
            ],
            [
              -93.92,
              50.18
            ],
            [
              -93.93,
              50.17
            ],
            [
              -93.96,
              50.17
            ],
            [
              -93.97,
              50.18
            ],
            [
              -93.97,
              50.2
            ],
            [
              -93.99,
              50.23
            ],
            [
              -93.92,
              50.29
            ],
            [
              -93.84,
              50.3
            ],
            [
              -93.8,
              50.33
            ],
            [
              -93.78,
              50.34
            ],
            [
              -93.75,
              50.34
            ],
            [
              -93.74,
              50.35
            ]
          ]
        ]
      },
      "raw_probability": 0.0514,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "cc6e13c845e893c986b3529be759b4f9f16379878c0bed6eef2a000e9a9b5372",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0514,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "81b622762c16d7bc2ad1844ca9d60a4e4556e2d9db87f1c197598b4433712c30",
        "signature": {
          "alg": "ed25519",
          "sig": "8a736dc5f48de7bed6d04a5f12550411620bc3218be248b47ba434601b7e0ea0412d79151f7ed2d21766e51773cc9296adcccb8e8f90ca2749ac975c9045770f"
        }
      },
      "receipt_sha256": "81b622762c16d7bc2ad1844ca9d60a4e4556e2d9db87f1c197598b4433712c30"
    },
    {
      "storm_id": "274617",
      "lat": 50.5229,
      "lon": -93.2457,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 146.0,
      "ebshear": 35.0,
      "srh01": 14.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.8611
        },
        {
          "name": "alignment",
          "value": -1.3083
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0514
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5035792589187622,
        "torsion": 0.0,
        "alignment": -1.30828857421875,
        "S_field": 0.1995420753955841,
        "Gamma_field": 0.28915366530418396,
        "S_over_Gamma": 0.6900900602340698,
        "Da": 15.458592414855957,
        "E_coh": 0.3424660265445709,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.28,
              50.55
            ],
            [
              -93.22,
              50.55
            ],
            [
              -93.21,
              50.54
            ],
            [
              -93.21,
              50.49
            ],
            [
              -93.24,
              50.48
            ],
            [
              -93.28,
              50.5
            ],
            [
              -93.28,
              50.55
            ]
          ]
        ]
      },
      "raw_probability": 0.0514,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "cc6e13c845e893c986b3529be759b4f9f16379878c0bed6eef2a000e9a9b5372",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0514,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "81b622762c16d7bc2ad1844ca9d60a4e4556e2d9db87f1c197598b4433712c30",
        "signature": {
          "alg": "ed25519",
          "sig": "8a736dc5f48de7bed6d04a5f12550411620bc3218be248b47ba434601b7e0ea0412d79151f7ed2d21766e51773cc9296adcccb8e8f90ca2749ac975c9045770f"
        }
      },
      "receipt_sha256": "81b622762c16d7bc2ad1844ca9d60a4e4556e2d9db87f1c197598b4433712c30"
    },
    {
      "storm_id": "274631",
      "lat": 39.68,
      "lon": -102.9811,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 580.0,
      "ebshear": 28.0,
      "srh01": 20.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 9.8611
        },
        {
          "name": "alignment",
          "value": -0.5835
        },
        {
          "name": "tau",
          "value": 0.2807
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0502
      },
      "coherence_score": 0.28069859743118286,
      "coherence_diagnostics": {
        "tau": 0.28069859743118286,
        "grad_tau": 0.05676472932100296,
        "torsion": 0.0,
        "alignment": -0.5835123062133789,
        "S_field": 0.07473067939281464,
        "Gamma_field": 0.5766536593437195,
        "S_over_Gamma": 0.12959370017051697,
        "Da": 32.586368560791016,
        "E_coh": 0.6959340572357178,
        "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": [
          [
            [
              -102.99,
              39.71
            ],
            [
              -102.96,
              39.71
            ],
            [
              -102.95,
              39.7
            ],
            [
              -102.95,
              39.65
            ],
            [
              -102.98,
              39.65
            ],
            [
              -102.99,
              39.64
            ],
            [
              -103.01,
              39.65
            ],
            [
              -103.01,
              39.7
            ],
            [
              -102.99,
              39.71
            ]
          ]
        ]
      },
      "raw_probability": 0.0502,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "f718a4837cc017f20a1eca13e330dd32a06a6a097daa89588d0d0b75432e2338",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0502,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5ca2003c909ba2d4e388248cc5ba613fd18e4ca8def1a8d014a3efad59232f1d",
        "signature": {
          "alg": "ed25519",
          "sig": "a53e70bd25412e85235bdfeeb3413ca177dc2514b2b05727f27bea3eb5e4eee723ae637b1f0ad1c05f1b5c6fbbb34ec65aef31aec7cd1d70d39488e7853e4100"
        }
      },
      "receipt_sha256": "5ca2003c909ba2d4e388248cc5ba613fd18e4ca8def1a8d014a3efad59232f1d"
    },
    {
      "storm_id": "274656",
      "lat": 34.1642,
      "lon": -79.075,
      "motion_east": 1.9,
      "motion_south": -1.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2653.0,
      "ebshear": 24.0,
      "srh01": 38.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.3611
        },
        {
          "name": "alignment",
          "value": 3.4178
        },
        {
          "name": "tau",
          "value": 2.0574
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.05
      },
      "coherence_score": 2.05743145942688,
      "coherence_diagnostics": {
        "tau": 2.05743145942688,
        "grad_tau": 0.17300520837306976,
        "torsion": 0.0,
        "alignment": 3.4178218841552734,
        "S_field": 1.0300551652908325,
        "Gamma_field": 0.23832030594348907,
        "S_over_Gamma": 4.322145938873291,
        "Da": 15.030045509338379,
        "E_coh": 0.9201871752738953,
        "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": [
          [
            [
              -79.05,
              34.21
            ],
            [
              -79.01,
              34.21
            ],
            [
              -79.01,
              34.17
            ],
            [
              -79.04,
              34.14
            ],
            [
              -79.08,
              34.13
            ],
            [
              -79.1,
              34.11
            ],
            [
              -79.13,
              34.12
            ],
            [
              -79.14,
              34.13
            ],
            [
              -79.13,
              34.16
            ],
            [
              -79.09,
              34.19
            ],
            [
              -79.07,
              34.19
            ],
            [
              -79.05,
              34.21
            ]
          ]
        ]
      },
      "raw_probability": 0.05,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "7f925b2036e92fe2f1f0697c3aedfff74d719c1ee2cb6b739d7c30484e75972c",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.05,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b84b215299b2248a42f3325ea3496a0d0808c61c9eac287fd3eaf2f4b18bf87d",
        "signature": {
          "alg": "ed25519",
          "sig": "f3b52708ee09fa8b559c4fa6d42b78fd4368634ceed201474625fa9d361db54bc86089e7f42f23280fde9000fa5aa60635f490bf059e6c79980b09770114c007"
        }
      },
      "receipt_sha256": "b84b215299b2248a42f3325ea3496a0d0808c61c9eac287fd3eaf2f4b18bf87d"
    },
    {
      "storm_id": "274659",
      "lat": 33.5382,
      "lon": -74.7391,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1996.0,
      "ebshear": 10.0,
      "srh01": 28.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 62.3611
        },
        {
          "name": "alignment",
          "value": 1.8471
        },
        {
          "name": "tau",
          "value": 3.2965
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0497
      },
      "coherence_score": 3.2964580059051514,
      "coherence_diagnostics": {
        "tau": 3.2964580059051514,
        "grad_tau": 0.27923285961151123,
        "torsion": 0.0,
        "alignment": 1.8471200466156006,
        "S_field": 0.9573012590408325,
        "Gamma_field": 0.18248698115348816,
        "S_over_Gamma": 5.245860576629639,
        "Da": 10.010876655578613,
        "E_coh": 0.9839611649513245,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.76,
              33.57
            ],
            [
              -74.72,
              33.57
            ],
            [
              -74.7,
              33.55
            ],
            [
              -74.71,
              33.53
            ],
            [
              -74.7,
              33.5
            ],
            [
              -74.74,
              33.5
            ],
            [
              -74.74,
              33.52
            ],
            [
              -74.75,
              33.53
            ],
            [
              -74.77,
              33.53
            ],
            [
              -74.78,
              33.55
            ],
            [
              -74.76,
              33.57
            ]
          ]
        ]
      },
      "raw_probability": 0.0497,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "7c5f97ef5cde80434630353350d8800c77ef81b8a4119c71a06652cec61091f2",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0497,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a0e61e4e6aa276197d980013e41d2d039a5754e7c0cac5da407503c71f0a4807",
        "signature": {
          "alg": "ed25519",
          "sig": "9694385ce07c0ae8b215aff85ab132dc1d57da96a1d15c90be08748ff5bd8a513b45c35dd2eda765b9435f5c2830c132fac931afc88ca673de83c95a50a4810e"
        }
      },
      "receipt_sha256": "a0e61e4e6aa276197d980013e41d2d039a5754e7c0cac5da407503c71f0a4807"
    },
    {
      "storm_id": "273716",
      "lat": 29.6991,
      "lon": -91.5045,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3091.0,
      "ebshear": 19.0,
      "srh01": 29.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.6111
        },
        {
          "name": "alignment",
          "value": 2.781
        },
        {
          "name": "tau",
          "value": 1.4378
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0493
      },
      "coherence_score": 1.4377503395080566,
      "coherence_diagnostics": {
        "tau": 1.4377503395080566,
        "grad_tau": 0.47475650906562805,
        "torsion": 0.0,
        "alignment": 2.780992269515991,
        "S_field": 0.4988771677017212,
        "Gamma_field": 0.4224869906902313,
        "S_over_Gamma": 1.1808106899261475,
        "Da": 25.598276138305664,
        "E_coh": 0.8927305340766907,
        "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": [
          [
            [
              -91.53,
              29.76
            ],
            [
              -91.52,
              29.76
            ],
            [
              -91.52,
              29.75
            ],
            [
              -91.52,
              29.74
            ],
            [
              -91.51,
              29.73
            ],
            [
              -91.5,
              29.73
            ],
            [
              -91.49,
              29.73
            ],
            [
              -91.48,
              29.72
            ],
            [
              -91.47,
              29.72
            ],
            [
              -91.47,
              29.71
            ],
            [
              -91.47,
              29.7
            ],
            [
              -91.47,
              29.69
            ],
            [
              -91.48,
              29.68
            ],
            [
              -91.48,
              29.67
            ],
            [
              -91.47,
              29.66
            ],
            [
              -91.47,
              29.65
            ],
            [
              -91.47,
              29.64
            ],
            [
              -91.48,
              29.64
            ],
            [
              -91.49,
              29.63
            ],
            [
              -91.5,
              29.64
            ],
            [
              -91.51,
              29.65
            ],
            [
              -91.52,
              29.66
            ],
            [
              -91.53,
              29.66
            ],
            [
              -91.53,
              29.67
            ],
            [
              -91.53,
              29.68
            ],
            [
              -91.53,
              29.69
            ],
            [
              -91.53,
              29.7
            ],
            [
              -91.54,
              29.71
            ],
            [
              -91.54,
              29.72
            ],
            [
              -91.53,
              29.73
            ],
            [
              -91.52,
              29.74
            ],
            [
              -91.52,
              29.75
            ],
            [
              -91.53,
              29.76
            ]
          ]
        ]
      },
      "raw_probability": 0.0493,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "2bfbeaa6d6cc59301ac1d37ea8f2a12763822e20cf9c7241e5382122649ad4b4",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0493,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "11ac209e9b085da496313fc933b0249213fd09172b330ac39d3a6dd8dbd96f3d",
        "signature": {
          "alg": "ed25519",
          "sig": "6b3220c6bfcee753cd37d25f28ef7f35981188a0a7974405a71566e92fcb45198bbc6d79ec621b5d9968cd7292417ff8d20236038e0fa5b044f585a16e67b40f"
        }
      },
      "receipt_sha256": "11ac209e9b085da496313fc933b0249213fd09172b330ac39d3a6dd8dbd96f3d"
    },
    {
      "storm_id": "273603",
      "lat": 24.6487,
      "lon": -80.6988,
      "motion_east": 0.3,
      "motion_south": 1.9,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2902.0,
      "ebshear": 11.0,
      "srh01": 31.0,
      "maxllaz": 0.002,
      "mesh": 0.59,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.3611
        },
        {
          "name": "alignment",
          "value": -0.1292
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0491
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.6997995376586914,
        "torsion": 0.0,
        "alignment": -0.12921142578125,
        "S_field": 1.2056379318237305,
        "Gamma_field": 0.21665364503860474,
        "S_over_Gamma": 5.564817428588867,
        "Da": 13.161495208740234,
        "E_coh": 0.9853457808494568,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.69,
              24.73
            ],
            [
              -80.63,
              24.7
            ],
            [
              -80.61,
              24.67
            ],
            [
              -80.63,
              24.65
            ],
            [
              -80.64,
              24.62
            ],
            [
              -80.67,
              24.61
            ],
            [
              -80.69,
              24.59
            ],
            [
              -80.69,
              24.56
            ],
            [
              -80.73,
              24.56
            ],
            [
              -80.77,
              24.59
            ],
            [
              -80.78,
              24.61
            ],
            [
              -80.78,
              24.64
            ],
            [
              -80.76,
              24.68
            ],
            [
              -80.72,
              24.72
            ],
            [
              -80.7,
              24.72
            ],
            [
              -80.69,
              24.73
            ]
          ]
        ]
      },
      "raw_probability": 0.0491,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "6634f127e2ffb59638b01588df12c6aa84c6f8d33e4248fc7e7c93226aaf43b2",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0491,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "455524cfcc13944d91e44226bb85403ff5f670ccaba198425315b89b14bf824c",
        "signature": {
          "alg": "ed25519",
          "sig": "f99df90659b330499410d972e034480871f04138a34a5a5252abac4399a344ae8f1a479e680b42cb084901d38fb30c0d1a623f98126d05debbac37d6da59d40a"
        }
      },
      "receipt_sha256": "455524cfcc13944d91e44226bb85403ff5f670ccaba198425315b89b14bf824c"
    },
    {
      "storm_id": "274327",
      "lat": 28.894,
      "lon": -83.008,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1635.0,
      "ebshear": 8.0,
      "srh01": 43.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.8611
        },
        {
          "name": "alignment",
          "value": 1.8205
        },
        {
          "name": "tau",
          "value": 2.6724
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0485
      },
      "coherence_score": 2.672409772872925,
      "coherence_diagnostics": {
        "tau": 2.672409772872925,
        "grad_tau": 0.5220802426338196,
        "torsion": 0.0,
        "alignment": 1.8204799890518188,
        "S_field": 0.3934241831302643,
        "Gamma_field": 0.27748697996139526,
        "S_over_Gamma": 1.4178112745285034,
        "Da": 15.877193450927734,
        "E_coh": 0.9614549875259399,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.02,
              28.93
            ],
            [
              -82.98,
              28.92
            ],
            [
              -82.97,
              28.9
            ],
            [
              -82.97,
              28.88
            ],
            [
              -82.99,
              28.86
            ],
            [
              -82.99,
              28.85
            ],
            [
              -83.05,
              28.85
            ],
            [
              -83.05,
              28.9
            ],
            [
              -83.04,
              28.92
            ],
            [
              -83.02,
              28.93
            ]
          ]
        ]
      },
      "raw_probability": 0.0485,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "06d7e0c2fea624da103b30578091dd348e959d3066d749bf55c9753255530bf3",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0485,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d9b9bb7275a82240a581e0a04309f3364b3074386692d62405669c790feae61a",
        "signature": {
          "alg": "ed25519",
          "sig": "78c11b18c0fc1249b4ff2120186e74aee3c073d0ad2f8968adb6003d5ba3cfb9980810859519bc3157a329d1c117f480317ec5f047da018b56373b03ef789901"
        }
      },
      "receipt_sha256": "d9b9bb7275a82240a581e0a04309f3364b3074386692d62405669c790feae61a"
    },
    {
      "storm_id": "274622",
      "lat": 49.9008,
      "lon": -96.4175,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 64.0,
      "ebshear": 24.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.4861
        },
        {
          "name": "alignment",
          "value": 2.6917
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0484
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.41628140211105347,
        "torsion": 0.0,
        "alignment": 2.69171142578125,
        "S_field": 0.11451523751020432,
        "Gamma_field": 0.32165366411209106,
        "S_over_Gamma": 0.3560203015804291,
        "Da": 17.399450302124023,
        "E_coh": 0.28003251552581787,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.43,
              49.95
            ],
            [
              -96.4,
              49.95
            ],
            [
              -96.38,
              49.93
            ],
            [
              -96.38,
              49.9
            ],
            [
              -96.37,
              49.89
            ],
            [
              -96.38,
              49.87
            ],
            [
              -96.42,
              49.85
            ],
            [
              -96.43,
              49.86
            ],
            [
              -96.45,
              49.86
            ],
            [
              -96.47,
              49.89
            ],
            [
              -96.47,
              49.91
            ],
            [
              -96.43,
              49.95
            ]
          ]
        ]
      },
      "raw_probability": 0.0484,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "29bd2d541e6357652f9712137ca710d6f80f7ee6b812e071c84f69404a68399e",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0484,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "93da21afce324248ed01e2e86dfb35211f7e0f6b2784261b94f6c65ee4b0bf3d",
        "signature": {
          "alg": "ed25519",
          "sig": "d366d062450ca87ecb986b54b6788f7b50460e2b82acc82724fd50838ef2450e92aa3c5e7de4bf2a17e2bbc8e6f45472107c25e551368a12ee31e61d29f7ef07"
        }
      },
      "receipt_sha256": "93da21afce324248ed01e2e86dfb35211f7e0f6b2784261b94f6c65ee4b0bf3d"
    },
    {
      "storm_id": "273250",
      "lat": 33.8686,
      "lon": -110.1433,
      "motion_east": 3.4,
      "motion_south": -4.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1191.0,
      "ebshear": 18.0,
      "srh01": 30.0,
      "maxllaz": 0.002,
      "mesh": 0.56,
      "flash_rate": 15.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.1111
        },
        {
          "name": "alignment",
          "value": 0.3418
        },
        {
          "name": "tau",
          "value": 0.3121
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0478
      },
      "coherence_score": 0.31209370493888855,
      "coherence_diagnostics": {
        "tau": 0.31209370493888855,
        "grad_tau": 0.1466691493988037,
        "torsion": 0.0,
        "alignment": 0.34183138608932495,
        "S_field": 0.0645785927772522,
        "Gamma_field": 1.2383203506469727,
        "S_over_Gamma": 0.05215014889836311,
        "Da": 73.9352035522461,
        "E_coh": 0.40262964367866516,
        "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": [
          [
            [
              -110.24,
              33.93
            ],
            [
              -110.22,
              33.93
            ],
            [
              -110.21,
              33.92
            ],
            [
              -110.19,
              33.92
            ],
            [
              -110.16,
              33.9
            ],
            [
              -110.13,
              33.9
            ],
            [
              -110.12,
              33.89
            ],
            [
              -110.07,
              33.89
            ],
            [
              -110.06,
              33.88
            ],
            [
              -110.03,
              33.88
            ],
            [
              -110.01,
              33.87
            ],
            [
              -110.0,
              33.85
            ],
            [
              -110.0,
              33.81
            ],
            [
              -110.08,
              33.77
            ],
            [
              -110.1,
              33.78
            ],
            [
              -110.17,
              33.78
            ],
            [
              -110.21,
              33.8
            ],
            [
              -110.25,
              33.84
            ],
            [
              -110.26,
              33.86
            ],
            [
              -110.26,
              33.91
            ],
            [
              -110.24,
              33.93
            ]
          ]
        ]
      },
      "raw_probability": 0.0478,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "a9b3f0036719d1d57e1633dcab40df7843dcac04f2a1bb6d66efe5a4192f3ef7",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0478,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c10dc8278a1a5409a52ca6832faeab80518fe9f7c22d2fdd599edd2f590f118b",
        "signature": {
          "alg": "ed25519",
          "sig": "045fdbac0817a191eacbcf98a723806f10c809a3db1528ec5006dc9eb4fa2def107081a7dc92df752ffef8a2a3dc9ae283635443fdb8deeb1a68bc940c412305"
        }
      },
      "receipt_sha256": "c10dc8278a1a5409a52ca6832faeab80518fe9f7c22d2fdd599edd2f590f118b"
    },
    {
      "storm_id": "274589",
      "lat": 30.8964,
      "lon": -115.4473,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1724.0,
      "ebshear": 18.0,
      "srh01": 22.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.6111
        },
        {
          "name": "alignment",
          "value": -1.6429
        },
        {
          "name": "tau",
          "value": 0.694
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0478
      },
      "coherence_score": 0.6940051913261414,
      "coherence_diagnostics": {
        "tau": 0.6940051913261414,
        "grad_tau": 0.008442683145403862,
        "torsion": 0.0,
        "alignment": -1.6428982019424438,
        "S_field": 0.1459452360868454,
        "Gamma_field": 0.15665364265441895,
        "S_over_Gamma": 0.9316427707672119,
        "Da": 9.973727226257324,
        "E_coh": 0.012230047956109047,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -115.47,
              30.93
            ],
            [
              -115.44,
              30.93
            ],
            [
              -115.45,
              30.92
            ],
            [
              -115.44,
              30.9
            ],
            [
              -115.43,
              30.89
            ],
            [
              -115.4,
              30.89
            ],
            [
              -115.4,
              30.85
            ],
            [
              -115.41,
              30.86
            ],
            [
              -115.53,
              30.86
            ],
            [
              -115.48,
              30.9
            ],
            [
              -115.47,
              30.93
            ]
          ]
        ]
      },
      "raw_probability": 0.0478,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "a9b3f0036719d1d57e1633dcab40df7843dcac04f2a1bb6d66efe5a4192f3ef7",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0478,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c10dc8278a1a5409a52ca6832faeab80518fe9f7c22d2fdd599edd2f590f118b",
        "signature": {
          "alg": "ed25519",
          "sig": "045fdbac0817a191eacbcf98a723806f10c809a3db1528ec5006dc9eb4fa2def107081a7dc92df752ffef8a2a3dc9ae283635443fdb8deeb1a68bc940c412305"
        }
      },
      "receipt_sha256": "c10dc8278a1a5409a52ca6832faeab80518fe9f7c22d2fdd599edd2f590f118b"
    },
    {
      "storm_id": "274620",
      "lat": 50.1614,
      "lon": -94.3629,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 343.0,
      "ebshear": 42.0,
      "srh01": 2.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.6111
        },
        {
          "name": "alignment",
          "value": 0.0042
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0473
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.47147518396377563,
        "torsion": 0.0,
        "alignment": 0.00421142578125,
        "S_field": 0.1432839334011078,
        "Gamma_field": 0.3316536545753479,
        "S_over_Gamma": 0.43202880024909973,
        "Da": 17.60832405090332,
        "E_coh": 0.4362733066082001,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.34,
              50.27
            ],
            [
              -94.28,
              50.27
            ],
            [
              -94.27,
              50.26
            ],
            [
              -94.25,
              50.26
            ],
            [
              -94.2,
              50.22
            ],
            [
              -94.2,
              50.21
            ],
            [
              -94.18,
              50.19
            ],
            [
              -94.18,
              50.16
            ],
            [
              -94.19,
              50.15
            ],
            [
              -94.19,
              50.13
            ],
            [
              -94.22,
              50.1
            ],
            [
              -94.24,
              50.1
            ],
            [
              -94.25,
              50.09
            ],
            [
              -94.26,
              50.1
            ],
            [
              -94.28,
              50.1
            ],
            [
              -94.34,
              50.13
            ],
            [
              -94.37,
              50.13
            ],
            [
              -94.39,
              50.12
            ],
            [
              -94.41,
              50.08
            ],
            [
              -94.43,
              50.07
            ],
            [
              -94.46,
              50.07
            ],
            [
              -94.5,
              50.11
            ],
            [
              -94.53,
              50.11
            ],
            [
              -94.57,
              50.09
            ],
            [
              -94.58,
              50.1
            ],
            [
              -94.59,
              50.14
            ],
            [
              -94.58,
              50.16
            ],
            [
              -94.53,
              50.21
            ],
            [
              -94.51,
              50.22
            ],
            [
              -94.47,
              50.22
            ],
            [
              -94.42,
              50.18
            ],
            [
              -94.41,
              50.18
            ],
            [
              -94.37,
              50.22
            ],
            [
              -94.37,
              50.23
            ],
            [
              -94.34,
              50.27
            ]
          ]
        ]
      },
      "raw_probability": 0.0473,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "86538dfe073952bac335c19e6cc9b56b596c0ec753a3295aec32a018b193af0b",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0473,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "49adc801f649f027685856459002b6cac460c79c80bed84ee0e0ede235073bf4",
        "signature": {
          "alg": "ed25519",
          "sig": "ba7232c97fb0b28cbb5789a1a900512e1e7fb0c855d9a2a7a2b2c354cf5d828b9326aaa97f6e35ee9707bbd3da0beda7ba1cc3d4465324120dc1a5bcaf77cd09"
        }
      },
      "receipt_sha256": "49adc801f649f027685856459002b6cac460c79c80bed84ee0e0ede235073bf4"
    },
    {
      "storm_id": "274621",
      "lat": 50.0786,
      "lon": -94.7293,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 302.0,
      "ebshear": 45.0,
      "srh01": 8.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.6111
        },
        {
          "name": "alignment",
          "value": 0.0042
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0473
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.47147518396377563,
        "torsion": 0.0,
        "alignment": 0.00421142578125,
        "S_field": 0.1432839334011078,
        "Gamma_field": 0.3316536545753479,
        "S_over_Gamma": 0.43202880024909973,
        "Da": 17.60832405090332,
        "E_coh": 0.4362733066082001,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.71,
              50.14
            ],
            [
              -94.68,
              50.12
            ],
            [
              -94.67,
              50.1
            ],
            [
              -94.67,
              50.07
            ],
            [
              -94.7,
              50.04
            ],
            [
              -94.72,
              50.04
            ],
            [
              -94.73,
              50.03
            ],
            [
              -94.77,
              50.02
            ],
            [
              -94.77,
              50.03
            ],
            [
              -94.79,
              50.05
            ],
            [
              -94.77,
              50.08
            ],
            [
              -94.77,
              50.12
            ],
            [
              -94.75,
              50.12
            ],
            [
              -94.71,
              50.14
            ]
          ]
        ]
      },
      "raw_probability": 0.0473,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "86538dfe073952bac335c19e6cc9b56b596c0ec753a3295aec32a018b193af0b",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0473,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "49adc801f649f027685856459002b6cac460c79c80bed84ee0e0ede235073bf4",
        "signature": {
          "alg": "ed25519",
          "sig": "ba7232c97fb0b28cbb5789a1a900512e1e7fb0c855d9a2a7a2b2c354cf5d828b9326aaa97f6e35ee9707bbd3da0beda7ba1cc3d4465324120dc1a5bcaf77cd09"
        }
      },
      "receipt_sha256": "49adc801f649f027685856459002b6cac460c79c80bed84ee0e0ede235073bf4"
    },
    {
      "storm_id": "274450",
      "lat": 30.864,
      "lon": -82.596,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2107.0,
      "ebshear": 16.0,
      "srh01": 45.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.3611
        },
        {
          "name": "alignment",
          "value": 3.3193
        },
        {
          "name": "tau",
          "value": 1.6882
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0469
      },
      "coherence_score": 1.6882002353668213,
      "coherence_diagnostics": {
        "tau": 1.6882002353668213,
        "grad_tau": 0.19463026523590088,
        "torsion": 0.0,
        "alignment": 3.319312572479248,
        "S_field": 0.11225304752588272,
        "Gamma_field": 0.4683203101158142,
        "S_over_Gamma": 0.23969288170337677,
        "Da": 30.544286727905273,
        "E_coh": 0.3214046359062195,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.59,
              30.9
            ],
            [
              -82.57,
              30.9
            ],
            [
              -82.56,
              30.89
            ],
            [
              -82.56,
              30.85
            ],
            [
              -82.58,
              30.83
            ],
            [
              -82.62,
              30.83
            ],
            [
              -82.63,
              30.82
            ],
            [
              -82.64,
              30.84
            ],
            [
              -82.62,
              30.88
            ],
            [
              -82.59,
              30.9
            ]
          ]
        ]
      },
      "raw_probability": 0.0469,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "e0bbfb32ef30524422e5be7bbe4ad8f9da1ef0da9fa21ac26491b4eadcb1c2b7",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0469,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "075f90ed3aa19b163a051001a153876b31c94c4412b7465045e70008a15686cd",
        "signature": {
          "alg": "ed25519",
          "sig": "34cf995757954adc7c6ce367d2ef9ac6230db7bbdabef4a815bebab4f9b888dfee46b934cc8420e0fb5f08e249fbfc40166c8721b15e4766d4c995605ace1508"
        }
      },
      "receipt_sha256": "075f90ed3aa19b163a051001a153876b31c94c4412b7465045e70008a15686cd"
    },
    {
      "storm_id": "274616",
      "lat": 50.7733,
      "lon": -94.2622,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 16.0,
      "ebshear": 9.0,
      "srh01": 5.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.6111
        },
        {
          "name": "alignment",
          "value": 0.0042
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0469
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.47147518396377563,
        "torsion": 0.0,
        "alignment": 0.00421142578125,
        "S_field": 0.1432839334011078,
        "Gamma_field": 0.3316536545753479,
        "S_over_Gamma": 0.43202880024909973,
        "Da": 17.60832405090332,
        "E_coh": 0.4362733066082001,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.28,
              50.8
            ],
            [
              -94.24,
              50.8
            ],
            [
              -94.23,
              50.79
            ],
            [
              -94.23,
              50.75
            ],
            [
              -94.24,
              50.74
            ],
            [
              -94.28,
              50.74
            ],
            [
              -94.29,
              50.75
            ],
            [
              -94.29,
              50.79
            ],
            [
              -94.28,
              50.8
            ]
          ]
        ]
      },
      "raw_probability": 0.0469,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "e0bbfb32ef30524422e5be7bbe4ad8f9da1ef0da9fa21ac26491b4eadcb1c2b7",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0469,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "075f90ed3aa19b163a051001a153876b31c94c4412b7465045e70008a15686cd",
        "signature": {
          "alg": "ed25519",
          "sig": "34cf995757954adc7c6ce367d2ef9ac6230db7bbdabef4a815bebab4f9b888dfee46b934cc8420e0fb5f08e249fbfc40166c8721b15e4766d4c995605ace1508"
        }
      },
      "receipt_sha256": "075f90ed3aa19b163a051001a153876b31c94c4412b7465045e70008a15686cd"
    },
    {
      "storm_id": "274191",
      "lat": 31.073,
      "lon": -82.369,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1918.0,
      "ebshear": 16.0,
      "srh01": 50.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.3611
        },
        {
          "name": "alignment",
          "value": 3.3193
        },
        {
          "name": "tau",
          "value": 1.6882
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0467
      },
      "coherence_score": 1.6882002353668213,
      "coherence_diagnostics": {
        "tau": 1.6882002353668213,
        "grad_tau": 0.19463026523590088,
        "torsion": 0.0,
        "alignment": 3.319312572479248,
        "S_field": 0.11225304752588272,
        "Gamma_field": 0.4683203101158142,
        "S_over_Gamma": 0.23969288170337677,
        "Da": 30.544286727905273,
        "E_coh": 0.3214046359062195,
        "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": [
          [
            [
              -82.35,
              31.11
            ],
            [
              -82.33,
              31.11
            ],
            [
              -82.33,
              31.03
            ],
            [
              -82.34,
              31.02
            ],
            [
              -82.39,
              31.02
            ],
            [
              -82.42,
              31.05
            ],
            [
              -82.41,
              31.09
            ],
            [
              -82.4,
              31.1
            ],
            [
              -82.37,
              31.09
            ],
            [
              -82.35,
              31.11
            ]
          ]
        ]
      },
      "raw_probability": 0.0467,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "bc0656e0dcfb174532b206d0d8aa1ab199daf958ee01b884f48e959d10d86fa7",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0467,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "40f4fcafd8aaba1c695a38d7354f25084fb11a0f860e047a3d5bbc4ec0641710",
        "signature": {
          "alg": "ed25519",
          "sig": "e0f7e0ba6e0f878d5ad00290636bbe501904bc13f4458a8ef65439008ff36985235a42211b7022759b97e3d00e084bcfc052534d1b1b1a04b2effa5a627baa07"
        }
      },
      "receipt_sha256": "40f4fcafd8aaba1c695a38d7354f25084fb11a0f860e047a3d5bbc4ec0641710"
    },
    {
      "storm_id": "274213",
      "lat": 34.4678,
      "lon": -80.7167,
      "motion_east": 2.9,
      "motion_south": 0.4,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2042.0,
      "ebshear": 16.0,
      "srh01": 42.0,
      "maxllaz": 0.001,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.1111
        },
        {
          "name": "alignment",
          "value": 0.7322
        },
        {
          "name": "tau",
          "value": 1.7928
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0463
      },
      "coherence_score": 1.7928125858306885,
      "coherence_diagnostics": {
        "tau": 1.7928125858306885,
        "grad_tau": 0.03421148657798767,
        "torsion": 0.0,
        "alignment": 0.7322211861610413,
        "S_field": 0.4177992343902588,
        "Gamma_field": 0.2558203339576721,
        "S_over_Gamma": 1.6331744194030762,
        "Da": 15.810203552246094,
        "E_coh": 0.9556847214698792,
        "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": [
          [
            [
              -80.73,
              34.5
            ],
            [
              -80.69,
              34.5
            ],
            [
              -80.68,
              34.49
            ],
            [
              -80.68,
              34.45
            ],
            [
              -80.7,
              34.43
            ],
            [
              -80.74,
              34.43
            ],
            [
              -80.75,
              34.44
            ],
            [
              -80.75,
              34.47
            ],
            [
              -80.73,
              34.5
            ]
          ]
        ]
      },
      "raw_probability": 0.0463,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "0353374d8a53997c2496c56e8cecef1c4936ab8f052c484f0380f9f19271a6d4",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0463,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "50d0bd8e111d82a238e9e9d76b49899df6dac3cf60ec3e5f72033c742830072b",
        "signature": {
          "alg": "ed25519",
          "sig": "100fe7903064012856ee02ba67a33435b7dee422d714ddb61a016c7b4e00b1a393111e32c3f05b7f7d94f84b702e100aa1fb7389b857830aea747ab83d8c2f02"
        }
      },
      "receipt_sha256": "50d0bd8e111d82a238e9e9d76b49899df6dac3cf60ec3e5f72033c742830072b"
    },
    {
      "storm_id": "274585",
      "lat": 33.0589,
      "lon": -107.8667,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 587.0,
      "ebshear": 19.0,
      "srh01": 29.0,
      "maxllaz": 0.002,
      "mesh": 0.58,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.9861
        },
        {
          "name": "alignment",
          "value": 0.3793
        },
        {
          "name": "tau",
          "value": 0.9816
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0463
      },
      "coherence_score": 0.9815511703491211,
      "coherence_diagnostics": {
        "tau": 0.9815511703491211,
        "grad_tau": 0.37290269136428833,
        "torsion": 0.0,
        "alignment": 0.37926334142684937,
        "S_field": 0.6987758874893188,
        "Gamma_field": 0.6299870014190674,
        "S_over_Gamma": 1.1091909408569336,
        "Da": 40.243980407714844,
        "E_coh": 0.9163066744804382,
        "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": [
          [
            [
              -107.88,
              33.09
            ],
            [
              -107.84,
              33.09
            ],
            [
              -107.83,
              33.08
            ],
            [
              -107.83,
              33.04
            ],
            [
              -107.85,
              33.02
            ],
            [
              -107.89,
              33.02
            ],
            [
              -107.9,
              33.03
            ],
            [
              -107.9,
              33.07
            ],
            [
              -107.88,
              33.09
            ]
          ]
        ]
      },
      "raw_probability": 0.0463,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "0353374d8a53997c2496c56e8cecef1c4936ab8f052c484f0380f9f19271a6d4",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0463,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "50d0bd8e111d82a238e9e9d76b49899df6dac3cf60ec3e5f72033c742830072b",
        "signature": {
          "alg": "ed25519",
          "sig": "100fe7903064012856ee02ba67a33435b7dee422d714ddb61a016c7b4e00b1a393111e32c3f05b7f7d94f84b702e100aa1fb7389b857830aea747ab83d8c2f02"
        }
      },
      "receipt_sha256": "50d0bd8e111d82a238e9e9d76b49899df6dac3cf60ec3e5f72033c742830072b"
    },
    {
      "storm_id": "274658",
      "lat": 33.7813,
      "lon": -105.2833,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 522.0,
      "ebshear": 21.0,
      "srh01": 7.0,
      "maxllaz": 0.001,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.3611
        },
        {
          "name": "alignment",
          "value": 2.0983
        },
        {
          "name": "tau",
          "value": 0.4972
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0463
      },
      "coherence_score": 0.49716317653656006,
      "coherence_diagnostics": {
        "tau": 0.49716317653656006,
        "grad_tau": 0.20675566792488098,
        "torsion": 0.0,
        "alignment": 2.0983481407165527,
        "S_field": 0.20831605792045593,
        "Gamma_field": 0.5074869990348816,
        "S_over_Gamma": 0.41048550605773926,
        "Da": 32.89556121826172,
        "E_coh": 0.6977390646934509,
        "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": [
          [
            [
              -105.3,
              33.82
            ],
            [
              -105.26,
              33.81
            ],
            [
              -105.25,
              33.8
            ],
            [
              -105.26,
              33.78
            ],
            [
              -105.28,
              33.78
            ],
            [
              -105.29,
              33.77
            ],
            [
              -105.28,
              33.76
            ],
            [
              -105.26,
              33.76
            ],
            [
              -105.26,
              33.74
            ],
            [
              -105.27,
              33.75
            ],
            [
              -105.3,
              33.75
            ],
            [
              -105.3,
              33.77
            ],
            [
              -105.32,
              33.8
            ],
            [
              -105.32,
              33.81
            ],
            [
              -105.3,
              33.82
            ]
          ]
        ]
      },
      "raw_probability": 0.0463,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "0353374d8a53997c2496c56e8cecef1c4936ab8f052c484f0380f9f19271a6d4",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0463,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "50d0bd8e111d82a238e9e9d76b49899df6dac3cf60ec3e5f72033c742830072b",
        "signature": {
          "alg": "ed25519",
          "sig": "100fe7903064012856ee02ba67a33435b7dee422d714ddb61a016c7b4e00b1a393111e32c3f05b7f7d94f84b702e100aa1fb7389b857830aea747ab83d8c2f02"
        }
      },
      "receipt_sha256": "50d0bd8e111d82a238e9e9d76b49899df6dac3cf60ec3e5f72033c742830072b"
    },
    {
      "storm_id": "274601",
      "lat": 33.1947,
      "lon": -84.578,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1252.0,
      "ebshear": 7.0,
      "srh01": 4.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.8611
        },
        {
          "name": "alignment",
          "value": 2.6791
        },
        {
          "name": "tau",
          "value": 1.0916
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0462
      },
      "coherence_score": 1.0915735960006714,
      "coherence_diagnostics": {
        "tau": 1.0915735960006714,
        "grad_tau": 0.34375807642936707,
        "torsion": 0.0,
        "alignment": 2.6791419982910156,
        "S_field": 0.46091488003730774,
        "Gamma_field": 0.47665366530418396,
        "S_over_Gamma": 0.9669806957244873,
        "Da": 29.426591873168945,
        "E_coh": 0.7843047380447388,
        "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": [
          [
            [
              -84.62,
              33.26
            ],
            [
              -84.61,
              33.26
            ],
            [
              -84.6,
              33.2
            ],
            [
              -84.58,
              33.18
            ],
            [
              -84.56,
              33.18
            ],
            [
              -84.55,
              33.19
            ],
            [
              -84.54,
              33.17
            ],
            [
              -84.52,
              33.16
            ],
            [
              -84.52,
              33.15
            ],
            [
              -84.53,
              33.16
            ],
            [
              -84.54,
              33.14
            ],
            [
              -84.63,
              33.14
            ],
            [
              -84.63,
              33.23
            ],
            [
              -84.62,
              33.24
            ],
            [
              -84.62,
              33.26
            ]
          ]
        ]
      },
      "raw_probability": 0.0462,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "a10300b19e8f3102359f897b17f6e8a6076b4cd1dcc622dd8b0635cfccc498af",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0462,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5cea52137dbeb902b24675978f180fc95f0c69ac2140070ea2039990dea0f0b1",
        "signature": {
          "alg": "ed25519",
          "sig": "781952f88ff0e4e794b2ea2d7a017d9f6a9e0292dcb34c2ef7b5d71ade994d29e767419f45e62ff70d8b6a3f8ee7143da4506b20209b6c21d5d93024d1448f0c"
        }
      },
      "receipt_sha256": "5cea52137dbeb902b24675978f180fc95f0c69ac2140070ea2039990dea0f0b1"
    },
    {
      "storm_id": "274509",
      "lat": 46.7933,
      "lon": -101.0667,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 40.0,
      "ebshear": 43.0,
      "srh01": 5.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.6111
        },
        {
          "name": "alignment",
          "value": 1.7032
        },
        {
          "name": "tau",
          "value": 0.6731
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.046
      },
      "coherence_score": 0.67314213514328,
      "coherence_diagnostics": {
        "tau": 0.67314213514328,
        "grad_tau": 0.20096975564956665,
        "torsion": 0.0,
        "alignment": 1.7032077312469482,
        "S_field": 0.2213796228170395,
        "Gamma_field": 0.2766536474227905,
        "S_over_Gamma": 0.8002049922943115,
        "Da": 15.048809051513672,
        "E_coh": 0.08937395364046097,
        "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": [
          [
            [
              -101.09,
              46.83
            ],
            [
              -101.01,
              46.83
            ],
            [
              -101.01,
              46.73
            ],
            [
              -101.1,
              46.73
            ],
            [
              -101.1,
              46.81
            ],
            [
              -101.09,
              46.83
            ]
          ]
        ]
      },
      "raw_probability": 0.046,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "84e6d00bfc41eedf4a1b8e3d5963c875b4c622c98b218ed79044fd73360bced2",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.046,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a9e0600485c40f8fbe5864300d310e1554ef0f0cb81bc0293320826a90de662a",
        "signature": {
          "alg": "ed25519",
          "sig": "824d030d6460d006f197e5f35ac138b8436bbf1532fd48f4162bd6499e79509dbc42091752bd28b27a8fb6e7ea3fa99ee64c621429f95639d0f756a60ceaf90e"
        }
      },
      "receipt_sha256": "a9e0600485c40f8fbe5864300d310e1554ef0f0cb81bc0293320826a90de662a"
    },
    {
      "storm_id": "274624",
      "lat": 49.49,
      "lon": -100.7622,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 5.0,
      "ebshear": 5.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 16.2361
        },
        {
          "name": "alignment",
          "value": 3.5042
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0457
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.256656289100647,
        "torsion": 0.0,
        "alignment": 3.50421142578125,
        "S_field": 0.0927446186542511,
        "Gamma_field": 0.2674869894981384,
        "S_over_Gamma": 0.346725732088089,
        "Da": 16.65984344482422,
        "E_coh": 0.6798292994499207,
        "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": [
          [
            [
              -100.78,
              49.52
            ],
            [
              -100.76,
              49.52
            ],
            [
              -100.73,
              49.5
            ],
            [
              -100.72,
              49.47
            ],
            [
              -100.74,
              49.45
            ],
            [
              -100.77,
              49.45
            ],
            [
              -100.79,
              49.47
            ],
            [
              -100.79,
              49.51
            ],
            [
              -100.78,
              49.52
            ]
          ]
        ]
      },
      "raw_probability": 0.0457,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "100b5b7514dbd79afe2c28024170ff4c4647fb3ba33014593fbf93d9b6abdd67",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0457,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c2978c76c3e09ad21b0dba70faf2eda5d1a1f0657de9a29f4d9582eea3a27614",
        "signature": {
          "alg": "ed25519",
          "sig": "2c147623b45b72719a704d4b9903606853b508bac2dd2e857dbd6dcedccb88e295e23daeaf438da3dd7f86aeadef3df1fe2f179e1f01bdfce0efaf7c4f8dbc0b"
        }
      },
      "receipt_sha256": "c2978c76c3e09ad21b0dba70faf2eda5d1a1f0657de9a29f4d9582eea3a27614"
    },
    {
      "storm_id": "274492",
      "lat": 34.3836,
      "lon": -75.4845,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2145.0,
      "ebshear": 9.0,
      "srh01": 5.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 60.8611
        },
        {
          "name": "alignment",
          "value": -1.3814
        },
        {
          "name": "tau",
          "value": 2.3816
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0452
      },
      "coherence_score": 2.38157320022583,
      "coherence_diagnostics": {
        "tau": 2.38157320022583,
        "grad_tau": 0.3691011965274811,
        "torsion": 0.0,
        "alignment": -1.3813809156417847,
        "S_field": 0.4022989571094513,
        "Gamma_field": 0.3941536545753479,
        "S_over_Gamma": 1.0206652879714966,
        "Da": 22.69069480895996,
        "E_coh": 0.9184675216674805,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.5,
              34.42
            ],
            [
              -75.45,
              34.42
            ],
            [
              -75.44,
              34.41
            ],
            [
              -75.44,
              34.35
            ],
            [
              -75.48,
              34.35
            ],
            [
              -75.49,
              34.34
            ],
            [
              -75.51,
              34.35
            ],
            [
              -75.5,
              34.37
            ],
            [
              -75.51,
              34.38
            ],
            [
              -75.51,
              34.41
            ],
            [
              -75.5,
              34.42
            ]
          ]
        ]
      },
      "raw_probability": 0.0452,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "7bb430b8414b97eebaa3a4d52da5fe93a6a5efe5097c27f7901c691c6abff615",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0452,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4676f3d4b7644438fe7b0d5050164fbfd7cb85cab429e3471176a027356ec560",
        "signature": {
          "alg": "ed25519",
          "sig": "2fb806414c8046e44f65dd6db0b3d2759e7cfbc53515a7708383a9ab6e52215657c158501ec16816f816d1585477b829e0b0e19c5761eeaba83ab6765980b503"
        }
      },
      "receipt_sha256": "4676f3d4b7644438fe7b0d5050164fbfd7cb85cab429e3471176a027356ec560"
    },
    {
      "storm_id": "274651",
      "lat": 35.4275,
      "lon": -78.8225,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2262.0,
      "ebshear": 19.0,
      "srh01": 28.0,
      "maxllaz": 0.002,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.3611
        },
        {
          "name": "alignment",
          "value": 0.5042
        },
        {
          "name": "tau",
          "value": 1.5663
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0452
      },
      "coherence_score": 1.566345453262329,
      "coherence_diagnostics": {
        "tau": 1.566345453262329,
        "grad_tau": 0.18189634382724762,
        "torsion": 0.0,
        "alignment": 0.5041649341583252,
        "S_field": 0.03555510565638542,
        "Gamma_field": 0.5166536569595337,
        "S_over_Gamma": 0.06881806999444962,
        "Da": 32.52973937988281,
        "E_coh": 0.568830668926239,
        "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": [
          [
            [
              -78.82,
              35.46
            ],
            [
              -78.79,
              35.46
            ],
            [
              -78.78,
              35.44
            ],
            [
              -78.81,
              35.42
            ],
            [
              -78.81,
              35.4
            ],
            [
              -78.82,
              35.39
            ],
            [
              -78.84,
              35.39
            ],
            [
              -78.84,
              35.4
            ],
            [
              -78.86,
              35.42
            ],
            [
              -78.84,
              35.44
            ],
            [
              -78.84,
              35.45
            ],
            [
              -78.82,
              35.46
            ]
          ]
        ]
      },
      "raw_probability": 0.0452,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "7bb430b8414b97eebaa3a4d52da5fe93a6a5efe5097c27f7901c691c6abff615",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0452,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4676f3d4b7644438fe7b0d5050164fbfd7cb85cab429e3471176a027356ec560",
        "signature": {
          "alg": "ed25519",
          "sig": "2fb806414c8046e44f65dd6db0b3d2759e7cfbc53515a7708383a9ab6e52215657c158501ec16816f816d1585477b829e0b0e19c5761eeaba83ab6765980b503"
        }
      },
      "receipt_sha256": "4676f3d4b7644438fe7b0d5050164fbfd7cb85cab429e3471176a027356ec560"
    },
    {
      "storm_id": "274636",
      "lat": 35.176,
      "lon": -85.804,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1522.0,
      "ebshear": 18.0,
      "srh01": 44.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.9861
        },
        {
          "name": "alignment",
          "value": 1.0445
        },
        {
          "name": "tau",
          "value": 0.225
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0443
      },
      "coherence_score": 0.22500108182430267,
      "coherence_diagnostics": {
        "tau": 0.22500108182430267,
        "grad_tau": 0.09420651942491531,
        "torsion": 0.0,
        "alignment": 1.0444895029067993,
        "S_field": 0.16833366453647614,
        "Gamma_field": 1.1649869680404663,
        "S_over_Gamma": 0.14449402689933777,
        "Da": 69.14413452148438,
        "E_coh": 0.8125369548797607,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.83,
              35.21
            ],
            [
              -85.78,
              35.21
            ],
            [
              -85.76,
              35.19
            ],
            [
              -85.77,
              35.17
            ],
            [
              -85.77,
              35.14
            ],
            [
              -85.79,
              35.15
            ],
            [
              -85.83,
              35.14
            ],
            [
              -85.84,
              35.15
            ],
            [
              -85.84,
              35.19
            ],
            [
              -85.83,
              35.21
            ]
          ]
        ]
      },
      "raw_probability": 0.0443,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "69d4ebf8942c9a828287c0a1f1f6fa11178415c1e28d48b7c4cf54d62e800e2b",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0443,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "408b64080397e9fda5f32cae6292aacc4e662d4ec1fa1f6b09a1c09a9ac9beec",
        "signature": {
          "alg": "ed25519",
          "sig": "6c405cf5e98ff57cd274a8b8fec90b891b0943bdcfd1be1a12856b3dc9e88748904fb767f8f81cd58f868fce6b21591c39a6c94e9715fbc3b548afa8484ea704"
        }
      },
      "receipt_sha256": "408b64080397e9fda5f32cae6292aacc4e662d4ec1fa1f6b09a1c09a9ac9beec"
    },
    {
      "storm_id": "274583",
      "lat": 34.4922,
      "lon": -105.0467,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 250.0,
      "ebshear": 18.0,
      "srh01": 9.0,
      "maxllaz": 0.001,
      "mesh": 0.46,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.9861
        },
        {
          "name": "alignment",
          "value": 1.2012
        },
        {
          "name": "tau",
          "value": 0.32
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0438
      },
      "coherence_score": 0.32003095746040344,
      "coherence_diagnostics": {
        "tau": 0.32003095746040344,
        "grad_tau": 0.09998229146003723,
        "torsion": 0.0,
        "alignment": 1.2011981010437012,
        "S_field": 0.22425030171871185,
        "Gamma_field": 0.6049870252609253,
        "S_over_Gamma": 0.3706696033477783,
        "Da": 37.68658447265625,
        "E_coh": 0.5940758585929871,
        "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": [
          [
            [
              -105.06,
              34.53
            ],
            [
              -105.02,
              34.53
            ],
            [
              -105.0,
              34.52
            ],
            [
              -105.0,
              34.48
            ],
            [
              -105.05,
              34.44
            ],
            [
              -105.07,
              34.44
            ],
            [
              -105.08,
              34.45
            ],
            [
              -105.08,
              34.51
            ],
            [
              -105.06,
              34.53
            ]
          ]
        ]
      },
      "raw_probability": 0.0438,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "f374a19b7e5558d73dd7cd803697f38571a41d044e4bd5b71dfb2c0d736dea4b",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0438,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ee740359ba642e8280fc4218011d4d7545a668bb86567c743e099ee336622c8d",
        "signature": {
          "alg": "ed25519",
          "sig": "5d81a56353f62c0e58913ecd71ac6e12e51e86716436b631910d3760ec117a5101df676df0cfffd144deba5b27026d9491d019e3e74127eedb8fd0e84648410a"
        }
      },
      "receipt_sha256": "ee740359ba642e8280fc4218011d4d7545a668bb86567c743e099ee336622c8d"
    },
    {
      "storm_id": "274342",
      "lat": 35.365,
      "lon": -78.955,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1944.0,
      "ebshear": 17.0,
      "srh01": 21.0,
      "maxllaz": 0.003,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.7361
        },
        {
          "name": "alignment",
          "value": -0.0869
        },
        {
          "name": "tau",
          "value": 1.6587
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0434
      },
      "coherence_score": 1.6587222814559937,
      "coherence_diagnostics": {
        "tau": 1.6587222814559937,
        "grad_tau": 0.14177531003952026,
        "torsion": 0.0,
        "alignment": -0.08690981566905975,
        "S_field": 0.3693852126598358,
        "Gamma_field": 0.28665363788604736,
        "S_over_Gamma": 1.288611650466919,
        "Da": 17.626453399658203,
        "E_coh": 0.9722045660018921,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.97,
              35.4
            ],
            [
              -78.92,
              35.37
            ],
            [
              -78.92,
              35.35
            ],
            [
              -78.94,
              35.33
            ],
            [
              -78.96,
              35.33
            ],
            [
              -78.98,
              35.35
            ],
            [
              -78.98,
              35.39
            ],
            [
              -78.97,
              35.4
            ]
          ]
        ]
      },
      "raw_probability": 0.0434,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "4509a84e807f482be8b5420a759f54584d2b1b1fad2842078412333a5df11200",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0434,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d18e281d95f73cc5d0f6dd7dd249c54babaada0a9bdeabb8cc8b70a4115af1d8",
        "signature": {
          "alg": "ed25519",
          "sig": "5b143a4454be47b2b0caaaa3db40e3a45f4dd281d946bd79a23a7536c34154920be8cc29ccc4bd11a040287c5bdda28639425e9335ec8ffbbc660f5e64a56e0f"
        }
      },
      "receipt_sha256": "d18e281d95f73cc5d0f6dd7dd249c54babaada0a9bdeabb8cc8b70a4115af1d8"
    },
    {
      "storm_id": "274376",
      "lat": 32.67,
      "lon": -108.9156,
      "motion_east": 3.5,
      "motion_south": -4.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 868.0,
      "ebshear": 30.0,
      "srh01": 19.0,
      "maxllaz": 0.003,
      "mesh": 0.66,
      "flash_rate": 22.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.2361
        },
        {
          "name": "alignment",
          "value": 0.2539
        },
        {
          "name": "tau",
          "value": 1.4997
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.043
      },
      "coherence_score": 1.4997177124023438,
      "coherence_diagnostics": {
        "tau": 1.4997177124023438,
        "grad_tau": 0.6718984246253967,
        "torsion": 0.0,
        "alignment": 0.2538594603538513,
        "S_field": 0.9871687889099121,
        "Gamma_field": 0.49665367603302,
        "S_over_Gamma": 1.987640142440796,
        "Da": 31.391828536987305,
        "E_coh": 0.9845657348632812,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.93,
              32.71
            ],
            [
              -108.92,
              32.71
            ],
            [
              -108.88,
              32.67
            ],
            [
              -108.88,
              32.63
            ],
            [
              -108.89,
              32.62
            ],
            [
              -108.91,
              32.62
            ],
            [
              -108.95,
              32.67
            ],
            [
              -108.95,
              32.69
            ],
            [
              -108.93,
              32.71
            ]
          ]
        ]
      },
      "raw_probability": 0.043,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "d65cd298e5667946395d2adb194c1056eec3357d4ed6290adb3732584ab3f1a6",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.043,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "56ca79bd79ee02935409152243dd237e8deeede491dfb3728677081b8cb2c33a",
        "signature": {
          "alg": "ed25519",
          "sig": "ecb5ae300b0c09f6ab30c6b1a3d79109333c6536997db715d7e999ad6ab07efe424cce101b471359ad76b0bc3bd9b399e80283b90143be57e4af4daad5278806"
        }
      },
      "receipt_sha256": "56ca79bd79ee02935409152243dd237e8deeede491dfb3728677081b8cb2c33a"
    },
    {
      "storm_id": "274461",
      "lat": 32.7367,
      "lon": -108.5942,
      "motion_east": 3.3,
      "motion_south": -4.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 958.0,
      "ebshear": 30.0,
      "srh01": 25.0,
      "maxllaz": 0.003,
      "mesh": 0.99,
      "flash_rate": 38.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.2361
        },
        {
          "name": "alignment",
          "value": 0.2539
        },
        {
          "name": "tau",
          "value": 1.4997
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.043
      },
      "coherence_score": 1.4997177124023438,
      "coherence_diagnostics": {
        "tau": 1.4997177124023438,
        "grad_tau": 0.6718984246253967,
        "torsion": 0.0,
        "alignment": 0.2538594603538513,
        "S_field": 0.9871687889099121,
        "Gamma_field": 0.49665367603302,
        "S_over_Gamma": 1.987640142440796,
        "Da": 31.391828536987305,
        "E_coh": 0.9845657348632812,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.64,
              32.84
            ],
            [
              -108.56,
              32.8
            ],
            [
              -108.5,
              32.74
            ],
            [
              -108.5,
              32.68
            ],
            [
              -108.52,
              32.66
            ],
            [
              -108.54,
              32.65
            ],
            [
              -108.58,
              32.65
            ],
            [
              -108.6,
              32.66
            ],
            [
              -108.67,
              32.74
            ],
            [
              -108.69,
              32.78
            ],
            [
              -108.69,
              32.8
            ],
            [
              -108.64,
              32.84
            ]
          ]
        ]
      },
      "raw_probability": 0.043,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "d65cd298e5667946395d2adb194c1056eec3357d4ed6290adb3732584ab3f1a6",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.043,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "56ca79bd79ee02935409152243dd237e8deeede491dfb3728677081b8cb2c33a",
        "signature": {
          "alg": "ed25519",
          "sig": "ecb5ae300b0c09f6ab30c6b1a3d79109333c6536997db715d7e999ad6ab07efe424cce101b471359ad76b0bc3bd9b399e80283b90143be57e4af4daad5278806"
        }
      },
      "receipt_sha256": "56ca79bd79ee02935409152243dd237e8deeede491dfb3728677081b8cb2c33a"
    },
    {
      "storm_id": "274639",
      "lat": 33.7575,
      "lon": -86.8881,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1289.0,
      "ebshear": 20.0,
      "srh01": 20.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.6111
        },
        {
          "name": "alignment",
          "value": -0.0079
        },
        {
          "name": "tau",
          "value": 0.3962
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0417
      },
      "coherence_score": 0.3961677551269531,
      "coherence_diagnostics": {
        "tau": 0.3961677551269531,
        "grad_tau": 0.12793007493019104,
        "torsion": -3.15250298088543e-10,
        "alignment": -0.007906854152679443,
        "S_field": 0.4361748695373535,
        "Gamma_field": 0.5174869894981384,
        "S_over_Gamma": 0.8428711891174316,
        "Da": 31.1923885345459,
        "E_coh": 0.9390340447425842,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.84,
              33.81
            ],
            [
              -86.83,
              33.81
            ],
            [
              -86.83,
              33.77
            ],
            [
              -86.85,
              33.77
            ],
            [
              -86.87,
              33.75
            ],
            [
              -86.86,
              33.71
            ],
            [
              -86.89,
              33.71
            ],
            [
              -86.9,
              33.7
            ],
            [
              -86.95,
              33.7
            ],
            [
              -86.95,
              33.72
            ],
            [
              -86.93,
              33.74
            ],
            [
              -86.96,
              33.77
            ],
            [
              -86.95,
              33.77
            ],
            [
              -86.91,
              33.79
            ],
            [
              -86.85,
              33.79
            ],
            [
              -86.84,
              33.81
            ]
          ]
        ]
      },
      "raw_probability": 0.0417,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "cc085f503812dd52ee5423578ea8f087f6107ba5544d4659cec83254bb95a8cb",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0417,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "67b703b504facd8e9e9931bb0e75bdcd6d3b36c21561182931db44b1a0515985",
        "signature": {
          "alg": "ed25519",
          "sig": "5664cd95cd61d9faa859d3e913726c76351e679a39f6d656deca52f9d59cf66286b7d6eaece1064b4f6da4b487fe77558da965cdcb351bc947e6811a66624a08"
        }
      },
      "receipt_sha256": "67b703b504facd8e9e9931bb0e75bdcd6d3b36c21561182931db44b1a0515985"
    },
    {
      "storm_id": "274113",
      "lat": 24.56,
      "lon": -80.8667,
      "motion_east": 0.4,
      "motion_south": 1.8,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2751.0,
      "ebshear": 16.0,
      "srh01": 20.0,
      "maxllaz": 0.003,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.1111
        },
        {
          "name": "alignment",
          "value": -0.1917
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0416
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.751268982887268,
        "torsion": 0.0,
        "alignment": -0.19171142578125,
        "S_field": 1.0517172813415527,
        "Gamma_field": 0.21915364265441895,
        "S_over_Gamma": 4.798995018005371,
        "Da": 13.230130195617676,
        "E_coh": 0.9813940525054932,
        "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": [
          [
            [
              -80.88,
              24.61
            ],
            [
              -80.85,
              24.61
            ],
            [
              -80.82,
              24.58
            ],
            [
              -80.82,
              24.5
            ],
            [
              -80.84,
              24.51
            ],
            [
              -80.89,
              24.51
            ],
            [
              -80.91,
              24.52
            ],
            [
              -80.91,
              24.59
            ],
            [
              -80.88,
              24.61
            ]
          ]
        ]
      },
      "raw_probability": 0.0416,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "1e8b69e49a95665cd50e4c1f7ded72a8e6df6234053bd08e111167ebc5926f95",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0416,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b19b0d316f15afbaf7aabb8ce4b0955d5e61d5272d3937bca2a7e3e42de30cd7",
        "signature": {
          "alg": "ed25519",
          "sig": "bd71cc7045238f6f1725e2384c1af6c1618f9c5d1ab41762bc45f37ac926c7a8916287080aff8b4c8a9bae67e804307bb170baa4d64d5c2be6eb71058ea65908"
        }
      },
      "receipt_sha256": "b19b0d316f15afbaf7aabb8ce4b0955d5e61d5272d3937bca2a7e3e42de30cd7"
    },
    {
      "storm_id": "274664",
      "lat": 32.447,
      "lon": -86.617,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1112.0,
      "ebshear": 23.0,
      "srh01": 21.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.1111
        },
        {
          "name": "alignment",
          "value": 2.1712
        },
        {
          "name": "tau",
          "value": 0.4574
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0409
      },
      "coherence_score": 0.45738208293914795,
      "coherence_diagnostics": {
        "tau": 0.45738208293914795,
        "grad_tau": 0.14597254991531372,
        "torsion": 0.0,
        "alignment": 2.17121958732605,
        "S_field": 0.2672622799873352,
        "Gamma_field": 0.8533203601837158,
        "S_over_Gamma": 0.31320273876190186,
        "Da": 50.385379791259766,
        "E_coh": 0.8233462572097778,
        "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": [
          [
            [
              -86.62,
              32.49
            ],
            [
              -86.59,
              32.49
            ],
            [
              -86.59,
              32.41
            ],
            [
              -86.6,
              32.4
            ],
            [
              -86.63,
              32.4
            ],
            [
              -86.64,
              32.41
            ],
            [
              -86.62,
              32.44
            ],
            [
              -86.63,
              32.46
            ],
            [
              -86.63,
              32.48
            ],
            [
              -86.62,
              32.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0409,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "aef1e00a6e7105cf1213333ab3fc2906dd03f7ea204c2e2bfcfa50d28bf23fe3",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0409,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3b853ad1109983e8c56c96fd536a5c97de5301cea2ed88b2a6f9ef92bf9d11f1",
        "signature": {
          "alg": "ed25519",
          "sig": "e51b921c19c0542549d6ead9ce4f2cdaa7aa5edcfd16437c29a6a0d3f6bbe131dbca5c187eea08608cddc711b950397e14b67088f5f450888c8d539acc912f0c"
        }
      },
      "receipt_sha256": "3b853ad1109983e8c56c96fd536a5c97de5301cea2ed88b2a6f9ef92bf9d11f1"
    },
    {
      "storm_id": "274619",
      "lat": 50.2973,
      "lon": -95.67,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 43.0,
      "ebshear": 18.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.8611
        },
        {
          "name": "alignment",
          "value": 1.2542
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0408
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.44834059476852417,
        "torsion": 0.0,
        "alignment": 1.25421142578125,
        "S_field": 0.11973034590482712,
        "Gamma_field": 0.30998700857162476,
        "S_over_Gamma": 0.3862431049346924,
        "Da": 16.471221923828125,
        "E_coh": 0.3316383361816406,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.64,
              50.36
            ],
            [
              -95.62,
              50.36
            ],
            [
              -95.6,
              50.34
            ],
            [
              -95.6,
              50.31
            ],
            [
              -95.63,
              50.28
            ],
            [
              -95.66,
              50.28
            ],
            [
              -95.68,
              50.27
            ],
            [
              -95.7,
              50.25
            ],
            [
              -95.7,
              50.23
            ],
            [
              -95.75,
              50.23
            ],
            [
              -95.75,
              50.27
            ],
            [
              -95.72,
              50.27
            ],
            [
              -95.68,
              50.32
            ],
            [
              -95.68,
              50.33
            ],
            [
              -95.64,
              50.36
            ]
          ]
        ]
      },
      "raw_probability": 0.0408,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "15d7a47fbf03ef1a2142052690cb262522c1f68ccd4b5b0b2c73e1d49dd188a0",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0408,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4d38257ef010beb0cdd09f4b14bec0e06460b5a95402e7be9f29c2d8776e8047",
        "signature": {
          "alg": "ed25519",
          "sig": "18816f6cc99258956b0132d60f90c2a751094ee696da5605c52d7f4903273f5f00f48377ded9dde0c759c51143c96d6e708a9e353d53a8fa30090902ba8bdf0d"
        }
      },
      "receipt_sha256": "4d38257ef010beb0cdd09f4b14bec0e06460b5a95402e7be9f29c2d8776e8047"
    },
    {
      "storm_id": "274641",
      "lat": 32.8347,
      "lon": -86.4007,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1049.0,
      "ebshear": 21.0,
      "srh01": 17.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.2361
        },
        {
          "name": "alignment",
          "value": 1.6076
        },
        {
          "name": "tau",
          "value": 0.535
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0406
      },
      "coherence_score": 0.5349507331848145,
      "coherence_diagnostics": {
        "tau": 0.5349507331848145,
        "grad_tau": 0.14711004495620728,
        "torsion": 0.0,
        "alignment": 1.607628583908081,
        "S_field": 0.20844945311546326,
        "Gamma_field": 1.0449869632720947,
        "S_over_Gamma": 0.19947564601898193,
        "Da": 62.73927688598633,
        "E_coh": 0.7453737258911133,
        "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": [
          [
            [
              -86.43,
              32.88
            ],
            [
              -86.39,
              32.88
            ],
            [
              -86.38,
              32.87
            ],
            [
              -86.4,
              32.86
            ],
            [
              -86.4,
              32.82
            ],
            [
              -86.39,
              32.81
            ],
            [
              -86.36,
              32.81
            ],
            [
              -86.35,
              32.8
            ],
            [
              -86.36,
              32.79
            ],
            [
              -86.38,
              32.8
            ],
            [
              -86.44,
              32.79
            ],
            [
              -86.43,
              32.8
            ],
            [
              -86.43,
              32.86
            ],
            [
              -86.44,
              32.87
            ],
            [
              -86.43,
              32.88
            ]
          ]
        ]
      },
      "raw_probability": 0.0406,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "26d80645d2bdd3269ec6349f00f176e20e2c75ac71ee418ea9794f0c9168d99f",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0406,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f022425e10bdbee283cb04a90658f10733039eff235712791fadbc2a7a6a1e90",
        "signature": {
          "alg": "ed25519",
          "sig": "62d6e0f2e949d57b398004534fdef68f6579198dc9274ad77afdc88ff6a1d9cd81879735ede278d041cf5aae2eca55a43aab389366ac31e8742d15a2068e7600"
        }
      },
      "receipt_sha256": "f022425e10bdbee283cb04a90658f10733039eff235712791fadbc2a7a6a1e90"
    },
    {
      "storm_id": "274584",
      "lat": 34.0555,
      "lon": -84.2827,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1430.0,
      "ebshear": 6.0,
      "srh01": 5.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.2361
        },
        {
          "name": "alignment",
          "value": 0.9407
        },
        {
          "name": "tau",
          "value": 0.9639
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0403
      },
      "coherence_score": 0.9639073014259338,
      "coherence_diagnostics": {
        "tau": 0.9639073014259338,
        "grad_tau": 0.3446091115474701,
        "torsion": 0.0,
        "alignment": 0.940678060054779,
        "S_field": 0.4262867271900177,
        "Gamma_field": 0.6124870181083679,
        "S_over_Gamma": 0.6959930658340454,
        "Da": 36.93743896484375,
        "E_coh": 0.8463797569274902,
        "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": [
          [
            [
              -84.31,
              34.09
            ],
            [
              -84.26,
              34.09
            ],
            [
              -84.23,
              34.07
            ],
            [
              -84.24,
              34.06
            ],
            [
              -84.24,
              34.01
            ],
            [
              -84.29,
              34.01
            ],
            [
              -84.3,
              34.02
            ],
            [
              -84.29,
              34.03
            ],
            [
              -84.32,
              34.06
            ],
            [
              -84.32,
              34.08
            ],
            [
              -84.31,
              34.09
            ]
          ]
        ]
      },
      "raw_probability": 0.0403,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "3f6c6421802caa37b51a89fc8e4f381070d4e96371f6f1ede16966eb4dac18fd",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0403,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bd814f5296d147c88835c6d3365e6057b485a1d9fbc7d45ee8014ec25134db7f",
        "signature": {
          "alg": "ed25519",
          "sig": "9f2e5a9940896ff74b590fbd7eae3b5d15351be3e2087f4b90fe380b303250a64a58254fc073968a3228c579276c24eda485702debe6b4a115db0be4754b2f06"
        }
      },
      "receipt_sha256": "bd814f5296d147c88835c6d3365e6057b485a1d9fbc7d45ee8014ec25134db7f"
    },
    {
      "storm_id": "274341",
      "lat": 37.4554,
      "lon": -79.4746,
      "motion_east": 0.0,
      "motion_south": 4.8,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1523.0,
      "ebshear": 9.0,
      "srh01": 21.0,
      "maxllaz": 0.003,
      "mesh": 0.54,
      "flash_rate": 23.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.8611
        },
        {
          "name": "alignment",
          "value": 3.2928
        },
        {
          "name": "tau",
          "value": 0.9819
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0402
      },
      "coherence_score": 0.9818540215492249,
      "coherence_diagnostics": {
        "tau": 0.9818540215492249,
        "grad_tau": 0.4270590543746948,
        "torsion": 0.0,
        "alignment": 3.2927846908569336,
        "S_field": 0.2628597617149353,
        "Gamma_field": 0.5358203053474426,
        "S_over_Gamma": 0.4905744791030884,
        "Da": 32.741790771484375,
        "E_coh": 0.7527740001678467,
        "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": [
          [
            [
              -79.51,
              37.53
            ],
            [
              -79.38,
              37.53
            ],
            [
              -79.36,
              37.52
            ],
            [
              -79.36,
              37.47
            ],
            [
              -79.41,
              37.43
            ],
            [
              -79.44,
              37.37
            ],
            [
              -79.49,
              37.34
            ],
            [
              -79.53,
              37.35
            ],
            [
              -79.56,
              37.39
            ],
            [
              -79.56,
              37.46
            ],
            [
              -79.55,
              37.48
            ],
            [
              -79.51,
              37.52
            ],
            [
              -79.51,
              37.53
            ]
          ]
        ]
      },
      "raw_probability": 0.0402,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "c2fb7337a35d0d1306a2c06c1db6b046d37de2339c3b86c1a30bb5533064c26a",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0402,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1311d9a28c6a1513bc6e111fdad2538b7e33fa760c18d5a131c992383d29bacc",
        "signature": {
          "alg": "ed25519",
          "sig": "03b1d136f965bd08ae1aee863264fd5eea54d3f8301e6783350777fb111ed37f51248f0a55343e1333602b9e27871fbb2af015d4b4dd49837325f298a119600e"
        }
      },
      "receipt_sha256": "1311d9a28c6a1513bc6e111fdad2538b7e33fa760c18d5a131c992383d29bacc"
    },
    {
      "storm_id": "274323",
      "lat": 32.5691,
      "lon": -84.7673,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1534.0,
      "ebshear": 6.0,
      "srh01": 1.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.8611
        },
        {
          "name": "alignment",
          "value": 0.658
        },
        {
          "name": "tau",
          "value": 0.7381
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0395
      },
      "coherence_score": 0.7381293773651123,
      "coherence_diagnostics": {
        "tau": 0.7381293773651123,
        "grad_tau": 0.31576472520828247,
        "torsion": 0.0,
        "alignment": 0.6580459475517273,
        "S_field": 0.19299207627773285,
        "Gamma_field": 1.024153709411621,
        "S_over_Gamma": 0.18844053149223328,
        "Da": 61.89678192138672,
        "E_coh": 0.7666164040565491,
        "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": [
          [
            [
              -84.77,
              32.61
            ],
            [
              -84.75,
              32.61
            ],
            [
              -84.73,
              32.59
            ],
            [
              -84.73,
              32.56
            ],
            [
              -84.72,
              32.54
            ],
            [
              -84.74,
              32.52
            ],
            [
              -84.78,
              32.52
            ],
            [
              -84.82,
              32.54
            ],
            [
              -84.82,
              32.57
            ],
            [
              -84.81,
              32.59
            ],
            [
              -84.77,
              32.61
            ]
          ]
        ]
      },
      "raw_probability": 0.0395,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "8c02dd19e197e720265c145abe152a4226a1095870d8d2a9bba4f4e801b99261",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0395,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a17dba35b0faa72d3a6c05a2ed4522729e3d9c41317e2773394fac2be39ed681",
        "signature": {
          "alg": "ed25519",
          "sig": "6782c06fea22c8e8ad65142c111d8cd00b6aa1e1967c76c627b482af386e42cba519365a7e6399d1c3461e56c62d5cc51b512fc7cbea39e4e7b80e3261f23907"
        }
      },
      "receipt_sha256": "a17dba35b0faa72d3a6c05a2ed4522729e3d9c41317e2773394fac2be39ed681"
    },
    {
      "storm_id": "274465",
      "lat": 31.4882,
      "lon": -115.5364,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1190.0,
      "ebshear": 16.0,
      "srh01": 25.0,
      "maxllaz": 0.002,
      "mesh": 0.44,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.2361
        },
        {
          "name": "alignment",
          "value": -0.8869
        },
        {
          "name": "tau",
          "value": 0.6773
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0392
      },
      "coherence_score": 0.6773145198822021,
      "coherence_diagnostics": {
        "tau": 0.6773145198822021,
        "grad_tau": 0.03473503142595291,
        "torsion": 0.0,
        "alignment": -0.8868885636329651,
        "S_field": 0.1386350840330124,
        "Gamma_field": 0.1508203148841858,
        "S_over_Gamma": 0.919206976890564,
        "Da": 9.541594505310059,
        "E_coh": 0.02172495424747467,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -115.57,
              31.53
            ],
            [
              -115.51,
              31.53
            ],
            [
              -115.49,
              31.49
            ],
            [
              -115.49,
              31.46
            ],
            [
              -115.5,
              31.45
            ],
            [
              -115.52,
              31.45
            ],
            [
              -115.54,
              31.47
            ],
            [
              -115.56,
              31.47
            ],
            [
              -115.58,
              31.49
            ],
            [
              -115.57,
              31.5
            ],
            [
              -115.57,
              31.53
            ]
          ]
        ]
      },
      "raw_probability": 0.0392,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "be66b5aa5bec011717e1d6dc9525e76476ba3aaef060d76547b267c5891fc69f",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0392,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4320500ccde206eaf9a4800d3d3ab8dbf0419acf77c5d9e56f0a228dce71392e",
        "signature": {
          "alg": "ed25519",
          "sig": "a7b2527c6f7344f380cb12c4af65a1c10dec8c43e6ab848d81a3446548e657fac3e3cef0f2d4e89707e1978f707cce4b71efb082cb78e86ba3200136a00ccf0c"
        }
      },
      "receipt_sha256": "4320500ccde206eaf9a4800d3d3ab8dbf0419acf77c5d9e56f0a228dce71392e"
    },
    {
      "storm_id": "274571",
      "lat": 29.3411,
      "lon": -90.1678,
      "motion_east": 3.7,
      "motion_south": 0.3,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1520.0,
      "ebshear": 21.0,
      "srh01": 23.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.4861
        },
        {
          "name": "alignment",
          "value": 0.78
        },
        {
          "name": "tau",
          "value": 1.7702
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.039
      },
      "coherence_score": 1.7701623439788818,
      "coherence_diagnostics": {
        "tau": 1.7701623439788818,
        "grad_tau": 0.4849925935268402,
        "torsion": 0.0,
        "alignment": 0.780025064945221,
        "S_field": 0.6549155712127686,
        "Gamma_field": 0.33998697996139526,
        "S_over_Gamma": 1.9262959957122803,
        "Da": 20.9346981048584,
        "E_coh": 0.9121673703193665,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.18,
              29.38
            ],
            [
              -90.14,
              29.38
            ],
            [
              -90.13,
              29.37
            ],
            [
              -90.13,
              29.31
            ],
            [
              -90.16,
              29.29
            ],
            [
              -90.18,
              29.3
            ],
            [
              -90.21,
              29.3
            ],
            [
              -90.2,
              29.36
            ],
            [
              -90.18,
              29.38
            ]
          ]
        ]
      },
      "raw_probability": 0.039,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "a984c5dca6945286c46a19e4356e3db609055bb98bd61fe1589691f4d796392f",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.039,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "88a7c1d75acb085c6b3fd7e0c365a383262f2bb3c584c830e9624a7f976e8a25",
        "signature": {
          "alg": "ed25519",
          "sig": "4d781ecd6903e984bee02d828e8e1ab13e26e957b07c86881952509e243ace0ab5b1c991852a99ddeaa2c1be76d72dca42d976d02968e29f8d742e6365157c09"
        }
      },
      "receipt_sha256": "88a7c1d75acb085c6b3fd7e0c365a383262f2bb3c584c830e9624a7f976e8a25"
    },
    {
      "storm_id": "274428",
      "lat": 37.1589,
      "lon": -103.5278,
      "motion_east": 3.8,
      "motion_south": -4.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 163.0,
      "ebshear": 11.0,
      "srh01": 9.0,
      "maxllaz": 0.002,
      "mesh": 0.16,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 14.8611
        },
        {
          "name": "alignment",
          "value": 3.0563
        },
        {
          "name": "tau",
          "value": 0.177
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0386
      },
      "coherence_score": 0.1769774854183197,
      "coherence_diagnostics": {
        "tau": 0.1769774854183197,
        "grad_tau": 0.028799308463931084,
        "torsion": 0.0,
        "alignment": 3.0562517642974854,
        "S_field": 0.0736592710018158,
        "Gamma_field": 0.6674870252609253,
        "S_over_Gamma": 0.11035311222076416,
        "Da": 39.354820251464844,
        "E_coh": 0.26051947474479675,
        "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": [
          [
            [
              -103.55,
              37.19
            ],
            [
              -103.51,
              37.19
            ],
            [
              -103.49,
              37.17
            ],
            [
              -103.49,
              37.13
            ],
            [
              -103.5,
              37.12
            ],
            [
              -103.54,
              37.12
            ],
            [
              -103.56,
              37.14
            ],
            [
              -103.56,
              37.18
            ],
            [
              -103.55,
              37.19
            ]
          ]
        ]
      },
      "raw_probability": 0.0386,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "88e8a21d4affa14202c33373b3b88edce5e7892dbc078989678c089598a1a105",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0386,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3a2d6d4544b89ad62e3da1ef36355838811f0ef917f867ebd32952850287e951",
        "signature": {
          "alg": "ed25519",
          "sig": "117864658f87d284acaaade8bceaf0d8f2c41f62dfc06947929e1265489cb6917520132c81bfd9b0a941a84cd395271b99167aa5b7d73d9758902fd104e4e909"
        }
      },
      "receipt_sha256": "3a2d6d4544b89ad62e3da1ef36355838811f0ef917f867ebd32952850287e951"
    },
    {
      "storm_id": "274399",
      "lat": 24.573,
      "lon": -81.058,
      "motion_east": 1.5,
      "motion_south": 1.4,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3034.0,
      "ebshear": 23.0,
      "srh01": 18.0,
      "maxllaz": 0.003,
      "mesh": 0.52,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.1111
        },
        {
          "name": "alignment",
          "value": -0.1917
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0385
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.751268982887268,
        "torsion": 0.0,
        "alignment": -0.19171142578125,
        "S_field": 1.0517172813415527,
        "Gamma_field": 0.21915364265441895,
        "S_over_Gamma": 4.798995018005371,
        "Da": 13.230130195617676,
        "E_coh": 0.9813940525054932,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.07,
              24.61
            ],
            [
              -81.04,
              24.61
            ],
            [
              -81.02,
              24.6
            ],
            [
              -81.02,
              24.54
            ],
            [
              -81.03,
              24.53
            ],
            [
              -81.07,
              24.53
            ],
            [
              -81.08,
              24.54
            ],
            [
              -81.09,
              24.56
            ],
            [
              -81.09,
              24.6
            ],
            [
              -81.07,
              24.61
            ]
          ]
        ]
      },
      "raw_probability": 0.0385,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "efe2d448eccac39d988c82b9d4bc6ff2f99b1320455037b8bb898a0adedc81a0",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0385,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "756b7896f83e64c3e1a707301697f68e280ce7aee999ae27f04ecd434abc5b07",
        "signature": {
          "alg": "ed25519",
          "sig": "3de4af8e9bfd9bab4e85140ce525d90e502a91962ded0f7fbb518274dce8f1d77f572b2eff634e8578805288dce870d86061b9c16ebb050dd335e2e9acd2b50d"
        }
      },
      "receipt_sha256": "756b7896f83e64c3e1a707301697f68e280ce7aee999ae27f04ecd434abc5b07"
    },
    {
      "storm_id": "274602",
      "lat": 33.2011,
      "lon": -85.7444,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1475.0,
      "ebshear": 11.0,
      "srh01": 16.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.8611
        },
        {
          "name": "alignment",
          "value": 0.9776
        },
        {
          "name": "tau",
          "value": 0.5514
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0383
      },
      "coherence_score": 0.5514051914215088,
      "coherence_diagnostics": {
        "tau": 0.5514051914215088,
        "grad_tau": 0.20167449116706848,
        "torsion": 0.0,
        "alignment": 0.9775890111923218,
        "S_field": 0.3892253339290619,
        "Gamma_field": 0.7458203434944153,
        "S_over_Gamma": 0.5218754410743713,
        "Da": 44.717498779296875,
        "E_coh": 0.849486231803894,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.77,
              33.24
            ],
            [
              -85.73,
              33.24
            ],
            [
              -85.73,
              33.21
            ],
            [
              -85.69,
              33.18
            ],
            [
              -85.73,
              33.16
            ],
            [
              -85.76,
              33.16
            ],
            [
              -85.77,
              33.18
            ],
            [
              -85.75,
              33.2
            ],
            [
              -85.77,
              33.24
            ]
          ]
        ]
      },
      "raw_probability": 0.0383,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "dbaf288f4d6e1ce68cac0111d822c814d3f1be61293f176d09a2cf6a508a9c3f",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0383,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e5bf45ca2855b210f09ef2c71ec35397865bfbcd9110e26f178d394a7055cf2a",
        "signature": {
          "alg": "ed25519",
          "sig": "3d0352eeec4910a4ba4936910d7f8cdfaed5457b34d870f078c01cca4a40d6fb10581080ad598e920b5c7adb0db1842a4395f364034ac0c2f21634ccf3b3f904"
        }
      },
      "receipt_sha256": "e5bf45ca2855b210f09ef2c71ec35397865bfbcd9110e26f178d394a7055cf2a"
    },
    {
      "storm_id": "274669",
      "lat": 30.4887,
      "lon": -83.7412,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2076.0,
      "ebshear": 15.0,
      "srh01": 26.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.6111
        },
        {
          "name": "alignment",
          "value": 3.0494
        },
        {
          "name": "tau",
          "value": 1.5782
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0382
      },
      "coherence_score": 1.5782403945922852,
      "coherence_diagnostics": {
        "tau": 1.5782403945922852,
        "grad_tau": 0.3043849468231201,
        "torsion": 0.0,
        "alignment": 3.0493791103363037,
        "S_field": 0.20756956934928894,
        "Gamma_field": 0.46748700737953186,
        "S_over_Gamma": 0.4440114200115204,
        "Da": 31.34400749206543,
        "E_coh": 0.6510167717933655,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.77,
              30.52
            ],
            [
              -83.73,
              30.52
            ],
            [
              -83.7,
              30.48
            ],
            [
              -83.7,
              30.45
            ],
            [
              -83.74,
              30.45
            ],
            [
              -83.74,
              30.46
            ],
            [
              -83.78,
              30.51
            ],
            [
              -83.77,
              30.52
            ]
          ]
        ]
      },
      "raw_probability": 0.0382,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "2dff301be55b4867e90751c5fd752f60a8a31b7c1e678f6141a2909bfaedf912",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0382,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "af818e81b5be85c63da80653e76e78458343f018215b7b456818790eb1c060b2",
        "signature": {
          "alg": "ed25519",
          "sig": "1c342f2cec1dce69a2ead8f342b59af133997ab750f05acf015c288220789f2ae490b776309bf51152b91e9180d215c206c775fb7272165acfe4c576e4c88b0a"
        }
      },
      "receipt_sha256": "af818e81b5be85c63da80653e76e78458343f018215b7b456818790eb1c060b2"
    },
    {
      "storm_id": "273849",
      "lat": 37.1743,
      "lon": -103.3479,
      "motion_east": 3.8,
      "motion_south": -4.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 573.0,
      "ebshear": 15.0,
      "srh01": 17.0,
      "maxllaz": 0.004,
      "mesh": 1.07,
      "flash_rate": 25.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 14.2361
        },
        {
          "name": "alignment",
          "value": 1.1272
        },
        {
          "name": "tau",
          "value": 0.2079
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0381
      },
      "coherence_score": 0.20785897970199585,
      "coherence_diagnostics": {
        "tau": 0.20785897970199585,
        "grad_tau": 0.02971862442791462,
        "torsion": 0.0,
        "alignment": 1.1271605491638184,
        "S_field": 0.11202108860015869,
        "Gamma_field": 0.6383203864097595,
        "S_over_Gamma": 0.1754935085773468,
        "Da": 37.14716720581055,
        "E_coh": 0.4765781760215759,
        "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": [
          [
            [
              -103.36,
              37.23
            ],
            [
              -103.3,
              37.22
            ],
            [
              -103.28,
              37.2
            ],
            [
              -103.27,
              37.18
            ],
            [
              -103.27,
              37.14
            ],
            [
              -103.3,
              37.11
            ],
            [
              -103.35,
              37.11
            ],
            [
              -103.36,
              37.12
            ],
            [
              -103.38,
              37.12
            ],
            [
              -103.43,
              37.16
            ],
            [
              -103.43,
              37.19
            ],
            [
              -103.41,
              37.21
            ],
            [
              -103.37,
              37.22
            ],
            [
              -103.36,
              37.23
            ]
          ]
        ]
      },
      "raw_probability": 0.0381,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "2bac37013a5af90f9494fc2d725cd8c8c5e23a7502fc0f8bb5d7700d0e2cbb68",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0381,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3a73b6521f8b822de07552667a5259fea2bb526941e7f48021c7d130f4f6f3f8",
        "signature": {
          "alg": "ed25519",
          "sig": "aa20c5e2506816a8626b62195a9edfc3b408c8772ca59b41f744b200e0820d7cba862a16e1313998c10f086ef7bd06ab224bf10ec2d24c148564e5887055b207"
        }
      },
      "receipt_sha256": "3a73b6521f8b822de07552667a5259fea2bb526941e7f48021c7d130f4f6f3f8"
    },
    {
      "storm_id": "274607",
      "lat": 30.5329,
      "lon": -83.5871,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1831.0,
      "ebshear": 13.0,
      "srh01": 28.0,
      "maxllaz": 0.002,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.1111
        },
        {
          "name": "alignment",
          "value": 1.2556
        },
        {
          "name": "tau",
          "value": 1.85
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0381
      },
      "coherence_score": 1.849958896636963,
      "coherence_diagnostics": {
        "tau": 1.849958896636963,
        "grad_tau": 0.3507930338382721,
        "torsion": 0.0,
        "alignment": 1.2555814981460571,
        "S_field": 0.3192438781261444,
        "Gamma_field": 0.26082032918930054,
        "S_over_Gamma": 1.223999261856079,
        "Da": 17.50492286682129,
        "E_coh": 0.9229514598846436,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.64,
              30.58
            ],
            [
              -83.56,
              30.58
            ],
            [
              -83.55,
              30.57
            ],
            [
              -83.55,
              30.54
            ],
            [
              -83.53,
              30.52
            ],
            [
              -83.54,
              30.52
            ],
            [
              -83.56,
              30.5
            ],
            [
              -83.56,
              30.49
            ],
            [
              -83.58,
              30.49
            ],
            [
              -83.61,
              30.51
            ],
            [
              -83.63,
              30.51
            ],
            [
              -83.63,
              30.53
            ],
            [
              -83.64,
              30.54
            ],
            [
              -83.64,
              30.58
            ]
          ]
        ]
      },
      "raw_probability": 0.0381,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "2bac37013a5af90f9494fc2d725cd8c8c5e23a7502fc0f8bb5d7700d0e2cbb68",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0381,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3a73b6521f8b822de07552667a5259fea2bb526941e7f48021c7d130f4f6f3f8",
        "signature": {
          "alg": "ed25519",
          "sig": "aa20c5e2506816a8626b62195a9edfc3b408c8772ca59b41f744b200e0820d7cba862a16e1313998c10f086ef7bd06ab224bf10ec2d24c148564e5887055b207"
        }
      },
      "receipt_sha256": "3a73b6521f8b822de07552667a5259fea2bb526941e7f48021c7d130f4f6f3f8"
    },
    {
      "storm_id": "274410",
      "lat": 34.8175,
      "lon": -78.62,
      "motion_east": 2.0,
      "motion_south": -1.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2456.0,
      "ebshear": 20.0,
      "srh01": 25.0,
      "maxllaz": 0.004,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.9861
        },
        {
          "name": "alignment",
          "value": -0.463
        },
        {
          "name": "tau",
          "value": 1.7635
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0379
      },
      "coherence_score": 1.7634706497192383,
      "coherence_diagnostics": {
        "tau": 1.7634706497192383,
        "grad_tau": 0.23936112225055695,
        "torsion": 0.0,
        "alignment": -0.4630419611930847,
        "S_field": 0.2488589584827423,
        "Gamma_field": 0.38332033157348633,
        "S_over_Gamma": 0.649219274520874,
        "Da": 23.636188507080078,
        "E_coh": 0.8113613724708557,
        "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": [
          [
            [
              -78.63,
              34.86
            ],
            [
              -78.59,
              34.86
            ],
            [
              -78.57,
              34.85
            ],
            [
              -78.57,
              34.81
            ],
            [
              -78.58,
              34.79
            ],
            [
              -78.6,
              34.79
            ],
            [
              -78.61,
              34.78
            ],
            [
              -78.66,
              34.78
            ],
            [
              -78.67,
              34.79
            ],
            [
              -78.67,
              34.82
            ],
            [
              -78.66,
              34.82
            ],
            [
              -78.63,
              34.86
            ]
          ]
        ]
      },
      "raw_probability": 0.0379,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "def19ff88083ed1ea579e9d8f44880bfc5a7373e1d0f16f875a4e103da851287",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0379,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f7022dd51003fa411193c007b8374522e0b5bbcdf7f9deb3269d771ca93ead8b",
        "signature": {
          "alg": "ed25519",
          "sig": "f0bb0fe9a4467a59e4cf91d67d823cd225cac192ca120b0e1d45ac047ef650ff4a5d9b674dc24ed0bb9296c98c6f7bb29cd5cb2355ba7026b00599f5d2a62304"
        }
      },
      "receipt_sha256": "f7022dd51003fa411193c007b8374522e0b5bbcdf7f9deb3269d771ca93ead8b"
    },
    {
      "storm_id": "274080",
      "lat": 35.2867,
      "lon": -83.2711,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1325.0,
      "ebshear": 9.0,
      "srh01": 21.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.9861
        },
        {
          "name": "alignment",
          "value": 0.023
        },
        {
          "name": "tau",
          "value": 0.9573
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0373
      },
      "coherence_score": 0.9572924375534058,
      "coherence_diagnostics": {
        "tau": 0.9572924375534058,
        "grad_tau": 0.5268882513046265,
        "torsion": 0.0,
        "alignment": 0.022958040237426758,
        "S_field": 0.4092484712600708,
        "Gamma_field": 0.5808203220367432,
        "S_over_Gamma": 0.7046042680740356,
        "Da": 36.41619873046875,
        "E_coh": 0.8882218599319458,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.3,
              35.33
            ],
            [
              -83.25,
              35.33
            ],
            [
              -83.23,
              35.31
            ],
            [
              -83.23,
              35.28
            ],
            [
              -83.24,
              35.26
            ],
            [
              -83.27,
              35.24
            ],
            [
              -83.3,
              35.24
            ],
            [
              -83.32,
              35.26
            ],
            [
              -83.3,
              35.33
            ]
          ]
        ]
      },
      "raw_probability": 0.0373,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "198ac44b13714d7a30f8e23cdee8ce16651a9f1daadf5102d3fd00b4aac4dd4f",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0373,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d3cecf71c204226c6a41de0094e8bcec89814b8d859744842fedd8055a286fae",
        "signature": {
          "alg": "ed25519",
          "sig": "f0c6c92137421e97245632ce9806feb9f082c1645502f2454a92db50923bf6563a90d212c39a304381825a3a86f7610bd289b457d48a3c776af070992e56ae04"
        }
      },
      "receipt_sha256": "d3cecf71c204226c6a41de0094e8bcec89814b8d859744842fedd8055a286fae"
    },
    {
      "storm_id": "274293",
      "lat": 32.7086,
      "lon": -85.91,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1599.0,
      "ebshear": 9.0,
      "srh01": 19.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.2361
        },
        {
          "name": "alignment",
          "value": 1.6076
        },
        {
          "name": "tau",
          "value": 0.535
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0373
      },
      "coherence_score": 0.5349507331848145,
      "coherence_diagnostics": {
        "tau": 0.5349507331848145,
        "grad_tau": 0.14711004495620728,
        "torsion": 0.0,
        "alignment": 1.607628583908081,
        "S_field": 0.20844945311546326,
        "Gamma_field": 1.0449869632720947,
        "S_over_Gamma": 0.19947564601898193,
        "Da": 62.73927688598633,
        "E_coh": 0.7453737258911133,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.89,
              32.75
            ],
            [
              -85.87,
              32.75
            ],
            [
              -85.87,
              32.73
            ],
            [
              -85.86,
              32.72
            ],
            [
              -85.87,
              32.64
            ],
            [
              -85.94,
              32.64
            ],
            [
              -85.96,
              32.65
            ],
            [
              -85.95,
              32.67
            ],
            [
              -85.97,
              32.71
            ],
            [
              -85.96,
              32.71
            ],
            [
              -85.94,
              32.73
            ],
            [
              -85.89,
              32.73
            ],
            [
              -85.88,
              32.74
            ],
            [
              -85.89,
              32.75
            ]
          ]
        ]
      },
      "raw_probability": 0.0373,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "198ac44b13714d7a30f8e23cdee8ce16651a9f1daadf5102d3fd00b4aac4dd4f",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0373,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d3cecf71c204226c6a41de0094e8bcec89814b8d859744842fedd8055a286fae",
        "signature": {
          "alg": "ed25519",
          "sig": "f0c6c92137421e97245632ce9806feb9f082c1645502f2454a92db50923bf6563a90d212c39a304381825a3a86f7610bd289b457d48a3c776af070992e56ae04"
        }
      },
      "receipt_sha256": "d3cecf71c204226c6a41de0094e8bcec89814b8d859744842fedd8055a286fae"
    },
    {
      "storm_id": "274407",
      "lat": 35.7036,
      "lon": -83.9564,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1541.0,
      "ebshear": 18.0,
      "srh01": 12.0,
      "maxllaz": 0.002,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.9861
        },
        {
          "name": "alignment",
          "value": 0.8587
        },
        {
          "name": "tau",
          "value": 0.5278
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.037
      },
      "coherence_score": 0.5277962684631348,
      "coherence_diagnostics": {
        "tau": 0.5277962684631348,
        "grad_tau": 0.374529093503952,
        "torsion": 0.0,
        "alignment": 0.8586736917495728,
        "S_field": 0.1475839614868164,
        "Gamma_field": 1.1674869060516357,
        "S_over_Gamma": 0.12641166150569916,
        "Da": 70.2650146484375,
        "E_coh": 0.6059479117393494,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.96,
              35.74
            ],
            [
              -83.95,
              35.73
            ],
            [
              -83.91,
              35.72
            ],
            [
              -83.92,
              35.72
            ],
            [
              -83.95,
              35.69
            ],
            [
              -83.95,
              35.67
            ],
            [
              -83.94,
              35.66
            ],
            [
              -83.98,
              35.66
            ],
            [
              -84.0,
              35.68
            ],
            [
              -84.0,
              35.73
            ],
            [
              -83.96,
              35.74
            ]
          ]
        ]
      },
      "raw_probability": 0.037,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "42353c18c6896778d5299042f3c52771dc05092baa64ad8a77ae3d0162c437d8",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.037,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8157da7ace4704545a19a3c576bfcec3296ba59865a1a9adbdb9d4c9aca4a7c9",
        "signature": {
          "alg": "ed25519",
          "sig": "c9976011fa7962fdebf4d4626cc973a75817e08f9606b735ae3e2884114701cbc14bee564e9ec9442a233e47b44e0d51c26d7c8edc72317eee0fd36854c99703"
        }
      },
      "receipt_sha256": "8157da7ace4704545a19a3c576bfcec3296ba59865a1a9adbdb9d4c9aca4a7c9"
    },
    {
      "storm_id": "274252",
      "lat": 29.4338,
      "lon": -90.2885,
      "motion_east": 3.7,
      "motion_south": 0.3,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1612.0,
      "ebshear": 19.0,
      "srh01": 19.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.9861
        },
        {
          "name": "alignment",
          "value": 1.7416
        },
        {
          "name": "tau",
          "value": 1.7424
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0365
      },
      "coherence_score": 1.7423510551452637,
      "coherence_diagnostics": {
        "tau": 1.7423510551452637,
        "grad_tau": 0.48653170466423035,
        "torsion": 0.0,
        "alignment": 1.7415847778320312,
        "S_field": 0.8934175968170166,
        "Gamma_field": 0.2766536474227905,
        "S_over_Gamma": 3.229372262954712,
        "Da": 16.7215518951416,
        "E_coh": 0.9601008296012878,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.32,
              29.49
            ],
            [
              -90.2,
              29.49
            ],
            [
              -90.22,
              29.46
            ],
            [
              -90.23,
              29.42
            ],
            [
              -90.26,
              29.4
            ],
            [
              -90.28,
              29.4
            ],
            [
              -90.3,
              29.38
            ],
            [
              -90.32,
              29.39
            ],
            [
              -90.33,
              29.41
            ],
            [
              -90.32,
              29.42
            ],
            [
              -90.32,
              29.44
            ],
            [
              -90.33,
              29.45
            ],
            [
              -90.32,
              29.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0365,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "204fb0b4808796117ce5ac59ae7c3d75eda8d63fff57438222f0ae014c6c2d24",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0365,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6d3aaaaf0212e5a4e4873d6f290e4714cc071c1a9e830845deb1513d68eb1889",
        "signature": {
          "alg": "ed25519",
          "sig": "c880e131816c9b7193cefce93d4d797ca7d6f0dbb480f8edfad78732d2d1c39e6ebaa43d1d18b9077a536f9166b5e68f19dbfea01d17ee3a2a58e55506b5a40e"
        }
      },
      "receipt_sha256": "6d3aaaaf0212e5a4e4873d6f290e4714cc071c1a9e830845deb1513d68eb1889"
    },
    {
      "storm_id": "274644",
      "lat": 30.9094,
      "lon": -84.9488,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1028.0,
      "ebshear": 12.0,
      "srh01": 19.0,
      "maxllaz": 0.002,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.2361
        },
        {
          "name": "alignment",
          "value": 0.6951
        },
        {
          "name": "tau",
          "value": 1.1022
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0365
      },
      "coherence_score": 1.1021884679794312,
      "coherence_diagnostics": {
        "tau": 1.1021884679794312,
        "grad_tau": 0.4078525900840759,
        "torsion": 0.0,
        "alignment": 0.6951239705085754,
        "S_field": 0.273853600025177,
        "Gamma_field": 0.6783203482627869,
        "S_over_Gamma": 0.4037231206893921,
        "Da": 43.3774528503418,
        "E_coh": 0.8865106105804443,
        "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": [
          [
            [
              -84.9,
              30.96
            ],
            [
              -84.88,
              30.96
            ],
            [
              -84.88,
              30.88
            ],
            [
              -84.92,
              30.85
            ],
            [
              -84.93,
              30.86
            ],
            [
              -84.99,
              30.86
            ],
            [
              -85.0,
              30.85
            ],
            [
              -85.0,
              30.88
            ],
            [
              -84.99,
              30.88
            ],
            [
              -84.97,
              30.91
            ],
            [
              -84.99,
              30.92
            ],
            [
              -84.99,
              30.94
            ],
            [
              -84.97,
              30.94
            ],
            [
              -84.96,
              30.95
            ],
            [
              -84.91,
              30.95
            ],
            [
              -84.9,
              30.96
            ]
          ]
        ]
      },
      "raw_probability": 0.0365,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "204fb0b4808796117ce5ac59ae7c3d75eda8d63fff57438222f0ae014c6c2d24",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0365,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6d3aaaaf0212e5a4e4873d6f290e4714cc071c1a9e830845deb1513d68eb1889",
        "signature": {
          "alg": "ed25519",
          "sig": "c880e131816c9b7193cefce93d4d797ca7d6f0dbb480f8edfad78732d2d1c39e6ebaa43d1d18b9077a536f9166b5e68f19dbfea01d17ee3a2a58e55506b5a40e"
        }
      },
      "receipt_sha256": "6d3aaaaf0212e5a4e4873d6f290e4714cc071c1a9e830845deb1513d68eb1889"
    },
    {
      "storm_id": "274652",
      "lat": 35.3633,
      "lon": -104.6411,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 359.0,
      "ebshear": 23.0,
      "srh01": 16.0,
      "maxllaz": 0.002,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.1111
        },
        {
          "name": "alignment",
          "value": 0.4396
        },
        {
          "name": "tau",
          "value": 0.205
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0365
      },
      "coherence_score": 0.20502492785453796,
      "coherence_diagnostics": {
        "tau": 0.20502492785453796,
        "grad_tau": 0.07767293602228165,
        "torsion": 0.0,
        "alignment": 0.4396260678768158,
        "S_field": 0.041893571615219116,
        "Gamma_field": 0.8641536831855774,
        "S_over_Gamma": 0.04847930744290352,
        "Da": 50.38595199584961,
        "E_coh": 0.41457635164260864,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -104.65,
              35.4
            ],
            [
              -104.63,
              35.4
            ],
            [
              -104.61,
              35.38
            ],
            [
              -104.61,
              35.33
            ],
            [
              -104.62,
              35.32
            ],
            [
              -104.65,
              35.32
            ],
            [
              -104.68,
              35.34
            ],
            [
              -104.67,
              35.38
            ],
            [
              -104.65,
              35.4
            ]
          ]
        ]
      },
      "raw_probability": 0.0365,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "204fb0b4808796117ce5ac59ae7c3d75eda8d63fff57438222f0ae014c6c2d24",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0365,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6d3aaaaf0212e5a4e4873d6f290e4714cc071c1a9e830845deb1513d68eb1889",
        "signature": {
          "alg": "ed25519",
          "sig": "c880e131816c9b7193cefce93d4d797ca7d6f0dbb480f8edfad78732d2d1c39e6ebaa43d1d18b9077a536f9166b5e68f19dbfea01d17ee3a2a58e55506b5a40e"
        }
      },
      "receipt_sha256": "6d3aaaaf0212e5a4e4873d6f290e4714cc071c1a9e830845deb1513d68eb1889"
    },
    {
      "storm_id": "274338",
      "lat": 39.21,
      "lon": -75.7186,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1858.0,
      "ebshear": 21.0,
      "srh01": 24.0,
      "maxllaz": 0.003,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.7361
        },
        {
          "name": "alignment",
          "value": 1.8304
        },
        {
          "name": "tau",
          "value": 1.392
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0364
      },
      "coherence_score": 1.3920321464538574,
      "coherence_diagnostics": {
        "tau": 1.3920321464538574,
        "grad_tau": 0.5297170877456665,
        "torsion": 0.0,
        "alignment": 1.8304351568222046,
        "S_field": 0.33046919107437134,
        "Gamma_field": 0.3066536784172058,
        "S_over_Gamma": 1.0776625871658325,
        "Da": 18.293195724487305,
        "E_coh": 0.8863340020179749,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.73,
              39.27
            ],
            [
              -75.69,
              39.27
            ],
            [
              -75.71,
              39.26
            ],
            [
              -75.69,
              39.25
            ],
            [
              -75.69,
              39.24
            ],
            [
              -75.67,
              39.22
            ],
            [
              -75.67,
              39.19
            ],
            [
              -75.68,
              39.18
            ],
            [
              -75.67,
              39.17
            ],
            [
              -75.67,
              39.15
            ],
            [
              -75.69,
              39.16
            ],
            [
              -75.7,
              39.15
            ],
            [
              -75.77,
              39.15
            ],
            [
              -75.79,
              39.14
            ],
            [
              -75.79,
              39.17
            ],
            [
              -75.78,
              39.18
            ],
            [
              -75.77,
              39.23
            ],
            [
              -75.75,
              39.25
            ],
            [
              -75.73,
              39.25
            ],
            [
              -75.72,
              39.26
            ],
            [
              -75.73,
              39.27
            ]
          ]
        ]
      },
      "raw_probability": 0.0364,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "6a87339ac493c93560f84ad717c1f24e5cfa6e6eb1565b3c1580ea5f06e997b2",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0364,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "924106a2cee7012867713371742058c1c898d033acce9fad88dcd886205c57c2",
        "signature": {
          "alg": "ed25519",
          "sig": "7676c8a60a4179f2937e6a5d54f1f30afd1ba44ee39ca4b22a7d0be6986c12a9295d9e5cb107caa26d2ea7be7ff87b9963c7574ab4006d49f908111bfed7ee03"
        }
      },
      "receipt_sha256": "924106a2cee7012867713371742058c1c898d033acce9fad88dcd886205c57c2"
    },
    {
      "storm_id": "274514",
      "lat": 33.377,
      "lon": -86.267,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1399.0,
      "ebshear": 22.0,
      "srh01": 17.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.8611
        },
        {
          "name": "alignment",
          "value": 0.9776
        },
        {
          "name": "tau",
          "value": 0.5514
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0362
      },
      "coherence_score": 0.5514051914215088,
      "coherence_diagnostics": {
        "tau": 0.5514051914215088,
        "grad_tau": 0.20167449116706848,
        "torsion": 0.0,
        "alignment": 0.9775890111923218,
        "S_field": 0.3892253339290619,
        "Gamma_field": 0.7458203434944153,
        "S_over_Gamma": 0.5218754410743713,
        "Da": 44.717498779296875,
        "E_coh": 0.849486231803894,
        "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": [
          [
            [
              -86.29,
              33.41
            ],
            [
              -86.24,
              33.41
            ],
            [
              -86.22,
              33.39
            ],
            [
              -86.23,
              33.38
            ],
            [
              -86.23,
              33.33
            ],
            [
              -86.27,
              33.32
            ],
            [
              -86.31,
              33.34
            ],
            [
              -86.29,
              33.38
            ],
            [
              -86.3,
              33.4
            ],
            [
              -86.29,
              33.41
            ]
          ]
        ]
      },
      "raw_probability": 0.0362,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "d73d6ddb7dd1a13c728ca25ff0ebbeeb9105d6c4772fe5809a6202ba3e54c090",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0362,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5621e8cd5d572140482abb852c7535fbeb1375d9846c794289d62e57a31590d3",
        "signature": {
          "alg": "ed25519",
          "sig": "bde6cfff85d4742b9b503d912d6b133cdeaa5dc7b922e539be4f13eebc8ea84c9d9d14032ad10f38f6a5af854e2e04fa176dbeb035c3fe65b5f7f81031857606"
        }
      },
      "receipt_sha256": "5621e8cd5d572140482abb852c7535fbeb1375d9846c794289d62e57a31590d3"
    },
    {
      "storm_id": "274605",
      "lat": 32.3491,
      "lon": -83.0673,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1685.0,
      "ebshear": 18.0,
      "srh01": 13.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.6111
        },
        {
          "name": "alignment",
          "value": 2.467
        },
        {
          "name": "tau",
          "value": 1.5133
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0358
      },
      "coherence_score": 1.5133130550384521,
      "coherence_diagnostics": {
        "tau": 1.5133130550384521,
        "grad_tau": 0.2627701163291931,
        "torsion": 0.0,
        "alignment": 2.466968536376953,
        "S_field": 0.6104189157485962,
        "Gamma_field": 0.27248698472976685,
        "S_over_Gamma": 2.2401764392852783,
        "Da": 17.344526290893555,
        "E_coh": 0.8805955052375793,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.1,
              32.39
            ],
            [
              -83.05,
              32.39
            ],
            [
              -83.04,
              32.37
            ],
            [
              -82.99,
              32.32
            ],
            [
              -83.01,
              32.32
            ],
            [
              -83.02,
              32.31
            ],
            [
              -83.1,
              32.31
            ],
            [
              -83.1,
              32.32
            ],
            [
              -83.12,
              32.34
            ],
            [
              -83.11,
              32.38
            ],
            [
              -83.1,
              32.39
            ]
          ]
        ]
      },
      "raw_probability": 0.0358,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "15980892da779bfe5b32ad9c57a4b50271dc97cd27c49d4546b216fa1b235a3c",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0358,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8c1a1e95949c99db2d387c8619c1cea6bd1bdbcfd337c728d52626a89d02562b",
        "signature": {
          "alg": "ed25519",
          "sig": "a3791a7be48d199ebc6d996f15572e9f618c2645a9e8b8d029abc8220b64c42b07f1e209efa00956b9908889f46cf8c7281a902d717047e971f1046b493e5901"
        }
      },
      "receipt_sha256": "8c1a1e95949c99db2d387c8619c1cea6bd1bdbcfd337c728d52626a89d02562b"
    },
    {
      "storm_id": "274563",
      "lat": 34.1,
      "lon": -82.0489,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 584.0,
      "ebshear": 10.0,
      "srh01": 13.0,
      "maxllaz": 0.002,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.4861
        },
        {
          "name": "alignment",
          "value": 0.1173
        },
        {
          "name": "tau",
          "value": 1.6401
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0356
      },
      "coherence_score": 1.6401203870773315,
      "coherence_diagnostics": {
        "tau": 1.6401203870773315,
        "grad_tau": 0.23530657589435577,
        "torsion": 0.0,
        "alignment": 0.1173064187169075,
        "S_field": 0.3765166997909546,
        "Gamma_field": 0.22248698770999908,
        "S_over_Gamma": 1.6923089027404785,
        "Da": 14.267569541931152,
        "E_coh": 0.8833429217338562,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.06,
              34.13
            ],
            [
              -82.02,
              34.13
            ],
            [
              -82.01,
              34.12
            ],
            [
              -82.01,
              34.09
            ],
            [
              -82.05,
              34.06
            ],
            [
              -82.07,
              34.06
            ],
            [
              -82.08,
              34.07
            ],
            [
              -82.08,
              34.11
            ],
            [
              -82.06,
              34.13
            ]
          ]
        ]
      },
      "raw_probability": 0.0356,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "e980b937507fc293ec8bbd9336acf492a442cea236c66265a777df9a34e2db5a",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0356,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "54af30eb55c7be4e8e176c82a6efb4a9b9d7ac641a295e4fbdf6e474b4f601ed",
        "signature": {
          "alg": "ed25519",
          "sig": "767a7eb826ababca391c8df34c73a52310efb044552d9aac795084dc19f47e2e94d80c6fe0809054bd93e33ad05e4fa241701b9aa2edd4edb1bbbab626c5eb0f"
        }
      },
      "receipt_sha256": "54af30eb55c7be4e8e176c82a6efb4a9b9d7ac641a295e4fbdf6e474b4f601ed"
    },
    {
      "storm_id": "274598",
      "lat": 35.86,
      "lon": -82.5769,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1511.0,
      "ebshear": 12.0,
      "srh01": 16.0,
      "maxllaz": 0.001,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.2361
        },
        {
          "name": "alignment",
          "value": -0.6209
        },
        {
          "name": "tau",
          "value": 1.2223
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0352
      },
      "coherence_score": 1.2223081588745117,
      "coherence_diagnostics": {
        "tau": 1.2223081588745117,
        "grad_tau": 0.5023789405822754,
        "torsion": 0.0,
        "alignment": -0.6208703517913818,
        "S_field": 0.5624921321868896,
        "Gamma_field": 0.2591536343097687,
        "S_over_Gamma": 2.170496702194214,
        "Da": 15.194279670715332,
        "E_coh": 0.9014325141906738,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.6,
              35.9
            ],
            [
              -82.56,
              35.9
            ],
            [
              -82.55,
              35.89
            ],
            [
              -82.55,
              35.87
            ],
            [
              -82.56,
              35.86
            ],
            [
              -82.55,
              35.85
            ],
            [
              -82.55,
              35.83
            ],
            [
              -82.56,
              35.82
            ],
            [
              -82.6,
              35.82
            ],
            [
              -82.61,
              35.83
            ],
            [
              -82.61,
              35.85
            ],
            [
              -82.6,
              35.86
            ],
            [
              -82.6,
              35.9
            ]
          ]
        ]
      },
      "raw_probability": 0.0352,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "74ad27920248297310c992fcf3a253ac5d77c0ba7cf55cdefdc7055853127f8c",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0352,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e1436f5c49e7484182b2b284f74337d11a9b104738e53e4f8d89aa9c936ef447",
        "signature": {
          "alg": "ed25519",
          "sig": "776b515bfbdd5af901d1108f97d3de0aa2af1e9dd3034ac927e24c413041735437eda78fdddf36c01b1dcaf4804ac2084fe263cf5ce9ac7f3ff961ea7a0d0804"
        }
      },
      "receipt_sha256": "e1436f5c49e7484182b2b284f74337d11a9b104738e53e4f8d89aa9c936ef447"
    },
    {
      "storm_id": "274051",
      "lat": 34.415,
      "lon": -80.14,
      "motion_east": -1.0,
      "motion_south": 1.2,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2448.0,
      "ebshear": 16.0,
      "srh01": 26.0,
      "maxllaz": 0.004,
      "mesh": 0.18,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.1111
        },
        {
          "name": "alignment",
          "value": 0.7322
        },
        {
          "name": "tau",
          "value": 1.7928
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0346
      },
      "coherence_score": 1.7928125858306885,
      "coherence_diagnostics": {
        "tau": 1.7928125858306885,
        "grad_tau": 0.03421148657798767,
        "torsion": 0.0,
        "alignment": 0.7322211861610413,
        "S_field": 0.4177992343902588,
        "Gamma_field": 0.2558203339576721,
        "S_over_Gamma": 1.6331744194030762,
        "Da": 15.810203552246094,
        "E_coh": 0.9556847214698792,
        "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": [
          [
            [
              -80.14,
              34.51
            ],
            [
              -80.04,
              34.51
            ],
            [
              -80.0,
              34.48
            ],
            [
              -80.0,
              34.43
            ],
            [
              -80.03,
              34.4
            ],
            [
              -80.05,
              34.39
            ],
            [
              -80.1,
              34.39
            ],
            [
              -80.11,
              34.38
            ],
            [
              -80.13,
              34.38
            ],
            [
              -80.19,
              34.35
            ],
            [
              -80.2,
              34.33
            ],
            [
              -80.24,
              34.33
            ],
            [
              -80.26,
              34.34
            ],
            [
              -80.26,
              34.4
            ],
            [
              -80.24,
              34.42
            ],
            [
              -80.23,
              34.42
            ],
            [
              -80.16,
              34.5
            ],
            [
              -80.14,
              34.51
            ]
          ]
        ]
      },
      "raw_probability": 0.0346,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "7f4a28511ac16a771d6bbf8f5d92eda1fb64921d437d63bb5a2366df933f60ab",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0346,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e650ab0d91ec628ba9dbca9dd5324fde65e138cc6aa6e0693720aa4b55fdd0f9",
        "signature": {
          "alg": "ed25519",
          "sig": "b1c756609cc1f72204f9b61c6d40f4040421e463f3454122684b37801d40fae2ce58101f19ef32a46004b1b96944b250971ac4e1220fabe7176018fff0ab2607"
        }
      },
      "receipt_sha256": "e650ab0d91ec628ba9dbca9dd5324fde65e138cc6aa6e0693720aa4b55fdd0f9"
    },
    {
      "storm_id": "274138",
      "lat": 35.248,
      "lon": -79.198,
      "motion_east": 4.3,
      "motion_south": 0.0,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2050.0,
      "ebshear": 15.0,
      "srh01": 16.0,
      "maxllaz": 0.004,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.7361
        },
        {
          "name": "alignment",
          "value": -0.0869
        },
        {
          "name": "tau",
          "value": 1.6587
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0346
      },
      "coherence_score": 1.6587222814559937,
      "coherence_diagnostics": {
        "tau": 1.6587222814559937,
        "grad_tau": 0.14177531003952026,
        "torsion": 0.0,
        "alignment": -0.08690981566905975,
        "S_field": 0.3693852126598358,
        "Gamma_field": 0.28665363788604736,
        "S_over_Gamma": 1.288611650466919,
        "Da": 17.626453399658203,
        "E_coh": 0.9722045660018921,
        "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": [
          [
            [
              -79.22,
              35.28
            ],
            [
              -79.18,
              35.28
            ],
            [
              -79.16,
              35.27
            ],
            [
              -79.15,
              35.25
            ],
            [
              -79.15,
              35.22
            ],
            [
              -79.19,
              35.2
            ],
            [
              -79.23,
              35.21
            ],
            [
              -79.24,
              35.23
            ],
            [
              -79.24,
              35.26
            ],
            [
              -79.22,
              35.28
            ]
          ]
        ]
      },
      "raw_probability": 0.0346,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "7f4a28511ac16a771d6bbf8f5d92eda1fb64921d437d63bb5a2366df933f60ab",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0346,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e650ab0d91ec628ba9dbca9dd5324fde65e138cc6aa6e0693720aa4b55fdd0f9",
        "signature": {
          "alg": "ed25519",
          "sig": "b1c756609cc1f72204f9b61c6d40f4040421e463f3454122684b37801d40fae2ce58101f19ef32a46004b1b96944b250971ac4e1220fabe7176018fff0ab2607"
        }
      },
      "receipt_sha256": "e650ab0d91ec628ba9dbca9dd5324fde65e138cc6aa6e0693720aa4b55fdd0f9"
    },
    {
      "storm_id": "274634",
      "lat": 36.6993,
      "lon": -78.7607,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1355.0,
      "ebshear": 11.0,
      "srh01": 19.0,
      "maxllaz": 0.002,
      "mesh": 0.34,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.8611
        },
        {
          "name": "alignment",
          "value": 0.4992
        },
        {
          "name": "tau",
          "value": 1.4048
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0335
      },
      "coherence_score": 1.4048256874084473,
      "coherence_diagnostics": {
        "tau": 1.4048256874084473,
        "grad_tau": 0.19491179287433624,
        "torsion": 0.0,
        "alignment": 0.4992191195487976,
        "S_field": 0.23911124467849731,
        "Gamma_field": 0.2549870014190674,
        "S_over_Gamma": 0.9377389550209045,
        "Da": 15.518512725830078,
        "E_coh": 0.904888927936554,
        "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": [
          [
            [
              -78.78,
              36.74
            ],
            [
              -78.74,
              36.74
            ],
            [
              -78.71,
              36.72
            ],
            [
              -78.71,
              36.67
            ],
            [
              -78.7,
              36.66
            ],
            [
              -78.71,
              36.65
            ],
            [
              -78.77,
              36.65
            ],
            [
              -78.78,
              36.66
            ],
            [
              -78.77,
              36.67
            ],
            [
              -78.79,
              36.71
            ],
            [
              -78.81,
              36.72
            ],
            [
              -78.81,
              36.73
            ],
            [
              -78.79,
              36.73
            ],
            [
              -78.78,
              36.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0335,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "9095dc20545b5d8bfdbf31d9dffcdbe8ee06973720f2269ffcea211f30749bb3",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0335,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8d007b5c0c2e44b9d8f0d3705abbd175d78d64e9c54a6128e86067903cd5bed7",
        "signature": {
          "alg": "ed25519",
          "sig": "6d2cb10bc16efe53d7c5a91dead96bb6df7bd19acc9c67b61b1295208b4d0909f9264dba7fa0956f7b470331d74de705076fbbf4099c9bf37cd8c4d4b9bfb100"
        }
      },
      "receipt_sha256": "8d007b5c0c2e44b9d8f0d3705abbd175d78d64e9c54a6128e86067903cd5bed7"
    },
    {
      "storm_id": "274642",
      "lat": 32.732,
      "lon": -82.965,
      "motion_east": 4.2,
      "motion_south": 0.1,
      "valid_time": "20260803_223041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2383.0,
      "ebshear": 19.0,
      "srh01": 21.0,
      "maxllaz": 0.004,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.6111
        },
        {
          "name": "alignment",
          "value": 2.467
        },
        {
          "name": "tau",
          "value": 1.5133
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0334
      },
      "coherence_score": 1.5133130550384521,
      "coherence_diagnostics": {
        "tau": 1.5133130550384521,
        "grad_tau": 0.2627701163291931,
        "torsion": 0.0,
        "alignment": 2.466968536376953,
        "S_field": 0.6104189157485962,
        "Gamma_field": 0.27248698472976685,
        "S_over_Gamma": 2.2401764392852783,
        "Da": 17.344526290893555,
        "E_coh": 0.8805955052375793,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.98,
              32.77
            ],
            [
              -82.94,
              32.77
            ],
            [
              -82.92,
              32.76
            ],
            [
              -82.93,
              32.7
            ],
            [
              -82.94,
              32.69
            ],
            [
              -82.99,
              32.69
            ],
            [
              -82.98,
              32.7
            ],
            [
              -82.98,
              32.72
            ],
            [
              -83.01,
              32.75
            ],
            [
              -82.98,
              32.77
            ]
          ]
        ]
      },
      "raw_probability": 0.0334,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "340575ea2f5d613d7a016d890cf25004de3854b10ffdd40a9ea302c9745e2a2f",
        "issued_at": "2026-08-03T22:56:56Z",
        "raw_probability": 0.0334,
        "probability": 0.000784,
        "confidence_lo": 0.000767,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "57bc97c400324c99c9c2ced50e8455063b932be5f0b26fecd907d3f313cc7931",
        "signature": {
          "alg": "ed25519",
          "sig": "2ae26838a3a00d39eb5e329fccb3223d93fc04246eda16f5a8213f175eb2a0cfbb44efa41b000b83b13685912c4306ff46538960be44c0d95fa07cfc49269d06"
        }
      },
      "receipt_sha256": "57bc97c400324c99c9c2ced50e8455063b932be5f0b26fecd907d3f313cc7931"
    }
  ]
}
