{
  "forecast_id": "to_fcst_20260803_2059",
  "hazard": "tornado",
  "issued_at": "2026-08-03T20:59:00Z",
  "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": 178,
  "top_probability": 0.0256,
  "source_artifacts": [
    "/data/live-tornadoes.json",
    "/data/tornado-storms.geojson"
  ],
  "storms": [
    {
      "storm_id": "273029",
      "lat": 44.9,
      "lon": -70.4675,
      "motion_east": 11.0,
      "motion_south": -8.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0256,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 824.0,
      "ebshear": 52.0,
      "srh01": 135.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 135.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.7374
        },
        {
          "name": "alignment",
          "value": -6.8536
        },
        {
          "name": "tau",
          "value": 1.5138
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7582
      },
      "coherence_score": 1.5137723684310913,
      "coherence_diagnostics": {
        "tau": 1.5137723684310913,
        "grad_tau": 0.4039853513240814,
        "torsion": 0.0,
        "alignment": -6.853605270385742,
        "S_field": 0.45065006613731384,
        "Gamma_field": 0.4673905670642853,
        "S_over_Gamma": 0.9641830325126648,
        "Da": 25.25661277770996,
        "E_coh": 0.2510998547077179,
        "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": [
          [
            [
              -70.45,
              44.94
            ],
            [
              -70.43,
              44.93
            ],
            [
              -70.43,
              44.9
            ],
            [
              -70.46,
              44.87
            ],
            [
              -70.5,
              44.86
            ],
            [
              -70.51,
              44.87
            ],
            [
              -70.51,
              44.89
            ],
            [
              -70.45,
              44.94
            ]
          ]
        ]
      },
      "raw_probability": 0.7582,
      "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": "ef94495b9a64a2a4c6d99d219760ca775e87431d35405cb29fb093eaa434447b",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.7582,
        "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": "d48f0e159e8e7577ec8e4a96055006c83ff1e333675d2fa115825e69ba83d414",
        "signature": {
          "alg": "ed25519",
          "sig": "3b2a68f96decda17398ca85ec1d6e6287129a092782dbabec816839063fffaf416ed0a422dadc80af15bd64e5deabf5566de23fea5fecdf132e188c89e677805"
        }
      },
      "receipt_sha256": "d48f0e159e8e7577ec8e4a96055006c83ff1e333675d2fa115825e69ba83d414"
    },
    {
      "storm_id": "272440",
      "lat": 44.1708,
      "lon": -71.1023,
      "motion_east": 11.1,
      "motion_south": -4.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0256,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1103.0,
      "ebshear": 57.0,
      "srh01": 135.0,
      "maxllaz": 0.009,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 135.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.1124
        },
        {
          "name": "alignment",
          "value": -14.0575
        },
        {
          "name": "tau",
          "value": 1.9923
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.727
      },
      "coherence_score": 1.9923267364501953,
      "coherence_diagnostics": {
        "tau": 1.9923267364501953,
        "grad_tau": 0.17572005093097687,
        "torsion": 0.0,
        "alignment": -14.057504653930664,
        "S_field": 0.8323599696159363,
        "Gamma_field": 0.1807238757610321,
        "S_over_Gamma": 4.6057000160217285,
        "Da": 9.927542686462402,
        "E_coh": 0.43870529532432556,
        "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": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -71.11,
              44.22
            ],
            [
              -71.1,
              44.21
            ],
            [
              -71.08,
              44.21
            ],
            [
              -71.08,
              44.2
            ],
            [
              -71.06,
              44.19
            ],
            [
              -71.06,
              44.13
            ],
            [
              -71.09,
              44.09
            ],
            [
              -71.13,
              44.1
            ],
            [
              -71.13,
              44.14
            ],
            [
              -71.12,
              44.15
            ],
            [
              -71.13,
              44.16
            ],
            [
              -71.13,
              44.2
            ],
            [
              -71.11,
              44.22
            ]
          ]
        ]
      },
      "raw_probability": 0.727,
      "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": "51f29dc067f90e02ce6865bd44d54bb18b5dbaac80db705873565aaa2c08de37",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.727,
        "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": "f694f5efee749cd31df4655321e9a67bb8df10d411f3577e5f0652a13c877210",
        "signature": {
          "alg": "ed25519",
          "sig": "9e7cb43ba4660d699c0e0adba578e77431179ee45d46768b730fcc088d8026bc2f8ebe24bca9842d7e56d482f9247db7c3ebf4c22b648a1502b0da3f58918909"
        }
      },
      "receipt_sha256": "f694f5efee749cd31df4655321e9a67bb8df10d411f3577e5f0652a13c877210"
    },
    {
      "storm_id": "273134",
      "lat": 44.9547,
      "lon": -70.6542,
      "motion_east": 11.1,
      "motion_south": -8.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0188,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 899.0,
      "ebshear": 48.0,
      "srh01": 130.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 130.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.3624
        },
        {
          "name": "alignment",
          "value": -10.7557
        },
        {
          "name": "tau",
          "value": 1.891
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6909
      },
      "coherence_score": 1.8909685611724854,
      "coherence_diagnostics": {
        "tau": 1.8909685611724854,
        "grad_tau": 0.19741441309452057,
        "torsion": 0.0,
        "alignment": -10.755738258361816,
        "S_field": 0.7293113470077515,
        "Gamma_field": 0.16989055275917053,
        "S_over_Gamma": 4.292830467224121,
        "Da": 9.332446098327637,
        "E_coh": 0.4881270229816437,
        "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": [
          [
            [
              -70.59,
              45.02
            ],
            [
              -70.57,
              45.02
            ],
            [
              -70.54,
              45.0
            ],
            [
              -70.54,
              44.96
            ],
            [
              -70.58,
              44.93
            ],
            [
              -70.6,
              44.93
            ],
            [
              -70.61,
              44.92
            ],
            [
              -70.65,
              44.92
            ],
            [
              -70.68,
              44.88
            ],
            [
              -70.72,
              44.88
            ],
            [
              -70.73,
              44.89
            ],
            [
              -70.75,
              44.89
            ],
            [
              -70.77,
              44.91
            ],
            [
              -70.77,
              44.95
            ],
            [
              -70.73,
              45.0
            ],
            [
              -70.71,
              45.0
            ],
            [
              -70.7,
              45.01
            ],
            [
              -70.6,
              45.01
            ],
            [
              -70.59,
              45.02
            ]
          ]
        ]
      },
      "raw_probability": 0.6909,
      "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": "b97e7b672e18dbe46fc39c22a47b0f62c86f85dbdbf83436ea397c992e3feb7f",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.6909,
        "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": "0dbd5277e65b3ae75c5273629fd8956371012aaea909945834dd9ee86495318c",
        "signature": {
          "alg": "ed25519",
          "sig": "8ed96938a2e886159e526b7439301e620eeebdc0809d277b14485af6f30718e0e38c190ce828b14b888199370be011e758a3457e57a41559507f7d3b3f23e205"
        }
      },
      "receipt_sha256": "0dbd5277e65b3ae75c5273629fd8956371012aaea909945834dd9ee86495318c"
    },
    {
      "storm_id": "273154",
      "lat": 44.566,
      "lon": -70.896,
      "motion_east": 11.2,
      "motion_south": -5.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0188,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1018.0,
      "ebshear": 54.0,
      "srh01": 122.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 122.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.3624
        },
        {
          "name": "alignment",
          "value": -10.7557
        },
        {
          "name": "tau",
          "value": 1.891
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6711
      },
      "coherence_score": 1.8909685611724854,
      "coherence_diagnostics": {
        "tau": 1.8909685611724854,
        "grad_tau": 0.19741441309452057,
        "torsion": 0.0,
        "alignment": -10.755738258361816,
        "S_field": 0.7293113470077515,
        "Gamma_field": 0.16989055275917053,
        "S_over_Gamma": 4.292830467224121,
        "Da": 9.332446098327637,
        "E_coh": 0.4881270229816437,
        "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": [
          [
            [
              -70.9,
              44.6
            ],
            [
              -70.87,
              44.6
            ],
            [
              -70.86,
              44.59
            ],
            [
              -70.88,
              44.56
            ],
            [
              -70.88,
              44.54
            ],
            [
              -70.89,
              44.53
            ],
            [
              -70.92,
              44.53
            ],
            [
              -70.93,
              44.54
            ],
            [
              -70.93,
              44.57
            ],
            [
              -70.9,
              44.6
            ]
          ]
        ]
      },
      "raw_probability": 0.6711,
      "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": "28859bc389dd9ecae4b7e9aad73a1db0ebc7263268bf6a22dab4144c85c9530d",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.6711,
        "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": "24f94af2cf96a7c78d4c22850fde0a686c0c125dca6dde4b5660c2822106e2c3",
        "signature": {
          "alg": "ed25519",
          "sig": "916d6224200ab346af89f8246067d5e68c992f24de6e3b5a2b803ee5b6afea1464398c2ac51872918e8c9d6df069b81889b29411838457ad125e99c07bb2d10f"
        }
      },
      "receipt_sha256": "24f94af2cf96a7c78d4c22850fde0a686c0c125dca6dde4b5660c2822106e2c3"
    },
    {
      "storm_id": "272972",
      "lat": 45.3559,
      "lon": -70.7359,
      "motion_east": 11.2,
      "motion_south": -8.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0188,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 928.0,
      "ebshear": 41.0,
      "srh01": 143.0,
      "maxllaz": 0.002,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 143.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.6124
        },
        {
          "name": "alignment",
          "value": -10.7218
        },
        {
          "name": "tau",
          "value": 1.8138
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6648
      },
      "coherence_score": 1.8138415813446045,
      "coherence_diagnostics": {
        "tau": 1.8138415813446045,
        "grad_tau": 0.15783897042274475,
        "torsion": 0.0,
        "alignment": -10.721796035766602,
        "S_field": 0.6830909848213196,
        "Gamma_field": 0.21239054203033447,
        "S_over_Gamma": 3.2162024974823,
        "Da": 12.104669570922852,
        "E_coh": 0.4021661579608917,
        "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": [
          [
            [
              -70.7,
              45.49
            ],
            [
              -70.67,
              45.49
            ],
            [
              -70.67,
              45.47
            ],
            [
              -70.66,
              45.46
            ],
            [
              -70.67,
              45.43
            ],
            [
              -70.64,
              45.39
            ],
            [
              -70.64,
              45.33
            ],
            [
              -70.7,
              45.28
            ],
            [
              -70.7,
              45.27
            ],
            [
              -70.77,
              45.19
            ],
            [
              -70.83,
              45.19
            ],
            [
              -70.84,
              45.21
            ],
            [
              -70.84,
              45.25
            ],
            [
              -70.83,
              45.26
            ],
            [
              -70.83,
              45.28
            ],
            [
              -70.81,
              45.32
            ],
            [
              -70.77,
              45.36
            ],
            [
              -70.76,
              45.36
            ],
            [
              -70.73,
              45.4
            ],
            [
              -70.73,
              45.44
            ],
            [
              -70.7,
              45.47
            ],
            [
              -70.7,
              45.49
            ]
          ]
        ]
      },
      "raw_probability": 0.6648,
      "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": "cdb76df37aebf02997438ea662f8c83ea864c31d382d07d15bdf1d1c5d31dcc3",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.6648,
        "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": "810a582f79f863408cf3e84ba5a15857c2283b6f871c601d58409436042b3566",
        "signature": {
          "alg": "ed25519",
          "sig": "c2de56081ff0bef1cbc12cc6dc28e028a9857b0ae90132961a2020cb52ed15e746606fd278337b742fd825d4397fb8708969c4815a561216cb93f4e606e2f607"
        }
      },
      "receipt_sha256": "810a582f79f863408cf3e84ba5a15857c2283b6f871c601d58409436042b3566"
    },
    {
      "storm_id": "272751",
      "lat": 47.1242,
      "lon": -71.3742,
      "motion_east": 9.0,
      "motion_south": -3.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0149,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 333.0,
      "ebshear": 40.0,
      "srh01": 137.0,
      "maxllaz": 0.014,
      "mesh": 0.04,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 137.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.8624
        },
        {
          "name": "alignment",
          "value": -10.0696
        },
        {
          "name": "tau",
          "value": 1.5782
        },
        {
          "name": "maxllaz",
          "value": 0.014
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6359
      },
      "coherence_score": 1.5782432556152344,
      "coherence_diagnostics": {
        "tau": 1.5782432556152344,
        "grad_tau": 0.27769166231155396,
        "torsion": 0.0,
        "alignment": -10.069640159606934,
        "S_field": 0.6158960461616516,
        "Gamma_field": 0.18905721604824066,
        "S_over_Gamma": 3.257723093032837,
        "Da": 10.815878868103027,
        "E_coh": 0.5426833033561707,
        "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": [
          [
            [
              -71.32,
              47.43
            ],
            [
              -71.28,
              47.42
            ],
            [
              -71.26,
              47.39
            ],
            [
              -71.26,
              47.2
            ],
            [
              -71.27,
              47.19
            ],
            [
              -71.27,
              47.17
            ],
            [
              -71.29,
              47.13
            ],
            [
              -71.32,
              47.1
            ],
            [
              -71.32,
              47.01
            ],
            [
              -71.39,
              46.92
            ],
            [
              -71.4,
              46.86
            ],
            [
              -71.42,
              46.82
            ],
            [
              -71.42,
              46.78
            ],
            [
              -71.44,
              46.77
            ],
            [
              -71.49,
              46.77
            ],
            [
              -71.51,
              46.81
            ],
            [
              -71.51,
              46.86
            ],
            [
              -71.46,
              46.96
            ],
            [
              -71.46,
              47.01
            ],
            [
              -71.45,
              47.02
            ],
            [
              -71.45,
              47.04
            ],
            [
              -71.38,
              47.1
            ],
            [
              -71.38,
              47.14
            ],
            [
              -71.4,
              47.16
            ],
            [
              -71.4,
              47.21
            ],
            [
              -71.37,
              47.27
            ],
            [
              -71.34,
              47.3
            ],
            [
              -71.35,
              47.32
            ],
            [
              -71.35,
              47.35
            ],
            [
              -71.36,
              47.36
            ],
            [
              -71.36,
              47.39
            ],
            [
              -71.35,
              47.41
            ],
            [
              -71.32,
              47.43
            ]
          ]
        ]
      },
      "raw_probability": 0.6359,
      "confidence_lo": 0.012,
      "confidence_hi": 0.0149,
      "uncertainty_class": "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": "d83b6fd5314db369b1482464110417bc539712987d354a611e14aa7c85496c4a",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.6359,
        "probability": 0.014882,
        "confidence_lo": 0.012032,
        "confidence_hi": 0.014925,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2ecc38d6791a2edfca612fc95ad86adaf133e623fecfe06678814b9ae4ac718b",
        "signature": {
          "alg": "ed25519",
          "sig": "29f9571287f3272764aaf8e62e9584de2bb67311b16fe41d1fd44d9c79fc22a1d16b6e05a20cfef31e6608eee8602e822f84c7bf3a8499617a64cdbc7f9dd007"
        }
      },
      "receipt_sha256": "2ecc38d6791a2edfca612fc95ad86adaf133e623fecfe06678814b9ae4ac718b"
    },
    {
      "storm_id": "272873",
      "lat": 45.4133,
      "lon": -70.3822,
      "motion_east": 8.1,
      "motion_south": -4.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0149,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 993.0,
      "ebshear": 45.0,
      "srh01": 132.0,
      "maxllaz": 0.003,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 132.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.2374
        },
        {
          "name": "alignment",
          "value": -4.7203
        },
        {
          "name": "tau",
          "value": 1.5265
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6355
      },
      "coherence_score": 1.526479721069336,
      "coherence_diagnostics": {
        "tau": 1.526479721069336,
        "grad_tau": 0.36992496252059937,
        "torsion": 0.0,
        "alignment": -4.7203264236450195,
        "S_field": 0.47267669439315796,
        "Gamma_field": 0.19489054381847382,
        "S_over_Gamma": 2.425344467163086,
        "Da": 11.030191421508789,
        "E_coh": 0.32572007179260254,
        "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": [
          [
            [
              -70.4,
              45.45
            ],
            [
              -70.36,
              45.45
            ],
            [
              -70.34,
              45.43
            ],
            [
              -70.34,
              45.38
            ],
            [
              -70.36,
              45.37
            ],
            [
              -70.4,
              45.37
            ],
            [
              -70.42,
              45.39
            ],
            [
              -70.42,
              45.43
            ],
            [
              -70.4,
              45.45
            ]
          ]
        ]
      },
      "raw_probability": 0.6355,
      "confidence_lo": 0.012,
      "confidence_hi": 0.0149,
      "uncertainty_class": "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": "ce433442c4b17bafa16c9e26e6915322947f60703640124a8ba9ef1eb3ddb45b",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.6355,
        "probability": 0.014882,
        "confidence_lo": 0.012032,
        "confidence_hi": 0.014925,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "62a7cb917e00a309eb705edbbf0e08226f15fd9d3b2eb7ea0303c913c304936a",
        "signature": {
          "alg": "ed25519",
          "sig": "3c07f5ba922063f1d96c046233d9c974a9e6a3c48115c432c234ddd6450ae36a857bd8562d6d9daf13e2378947ba17484dac4c8797d641752dd78d3671a2da07"
        }
      },
      "receipt_sha256": "62a7cb917e00a309eb705edbbf0e08226f15fd9d3b2eb7ea0303c913c304936a"
    },
    {
      "storm_id": "272877",
      "lat": 42.5752,
      "lon": -72.1236,
      "motion_east": 8.9,
      "motion_south": 1.3,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0125,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1175.0,
      "ebshear": 42.0,
      "srh01": 135.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 135.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.1124
        },
        {
          "name": "alignment",
          "value": 8.3325
        },
        {
          "name": "tau",
          "value": 1.9617
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6089
      },
      "coherence_score": 1.961719036102295,
      "coherence_diagnostics": {
        "tau": 1.961719036102295,
        "grad_tau": 0.22189660370349884,
        "torsion": 0.0,
        "alignment": 8.33254623413086,
        "S_field": 0.5190330147743225,
        "Gamma_field": 0.19072386622428894,
        "S_over_Gamma": 2.7213847637176514,
        "Da": 10.378326416015625,
        "E_coh": 0.4628654420375824,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.05,
              42.72
            ],
            [
              -72.01,
              42.72
            ],
            [
              -72.0,
              42.71
            ],
            [
              -72.0,
              42.66
            ],
            [
              -72.02,
              42.64
            ],
            [
              -72.02,
              42.63
            ],
            [
              -72.03,
              42.63
            ],
            [
              -72.06,
              42.6
            ],
            [
              -72.06,
              42.58
            ],
            [
              -72.08,
              42.56
            ],
            [
              -72.12,
              42.55
            ],
            [
              -72.18,
              42.5
            ],
            [
              -72.18,
              42.48
            ],
            [
              -72.2,
              42.44
            ],
            [
              -72.22,
              42.42
            ],
            [
              -72.27,
              42.41
            ],
            [
              -72.28,
              42.42
            ],
            [
              -72.28,
              42.47
            ],
            [
              -72.26,
              42.51
            ],
            [
              -72.22,
              42.55
            ],
            [
              -72.18,
              42.56
            ],
            [
              -72.13,
              42.62
            ],
            [
              -72.11,
              42.62
            ],
            [
              -72.08,
              42.66
            ],
            [
              -72.05,
              42.72
            ]
          ]
        ]
      },
      "raw_probability": 0.6089,
      "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": "5b65f66410dff11f8b73d8dc9da87cc6511ec9463bcd5bcfc7ba0aa00be47808",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.6089,
        "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": "9b6af36ed4eb877fda063fe7683d38bc13f9cda90166a2161bc65728b8606ea1",
        "signature": {
          "alg": "ed25519",
          "sig": "a4ab337618ffa2e2379b60a29ab0d1ec93056cec7b291d06b4592d88fbb8bea9ac2be57ff67263af358e61b716bc3aaea59ddb0afa02dd4c93856a05efe39e0b"
        }
      },
      "receipt_sha256": "9b6af36ed4eb877fda063fe7683d38bc13f9cda90166a2161bc65728b8606ea1"
    },
    {
      "storm_id": "273030",
      "lat": 42.9278,
      "lon": -71.8856,
      "motion_east": 7.3,
      "motion_south": 1.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0125,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 947.0,
      "ebshear": 44.0,
      "srh01": 140.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 140.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.1124
        },
        {
          "name": "alignment",
          "value": 8.3325
        },
        {
          "name": "tau",
          "value": 1.9617
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6089
      },
      "coherence_score": 1.961719036102295,
      "coherence_diagnostics": {
        "tau": 1.961719036102295,
        "grad_tau": 0.22189660370349884,
        "torsion": 0.0,
        "alignment": 8.33254623413086,
        "S_field": 0.5190330147743225,
        "Gamma_field": 0.19072386622428894,
        "S_over_Gamma": 2.7213847637176514,
        "Da": 10.378326416015625,
        "E_coh": 0.4628654420375824,
        "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": [
          [
            [
              -71.9,
              42.99
            ],
            [
              -71.86,
              42.99
            ],
            [
              -71.85,
              42.98
            ],
            [
              -71.85,
              42.86
            ],
            [
              -71.86,
              42.85
            ],
            [
              -71.91,
              42.85
            ],
            [
              -71.92,
              42.87
            ],
            [
              -71.92,
              42.97
            ],
            [
              -71.9,
              42.99
            ]
          ]
        ]
      },
      "raw_probability": 0.6089,
      "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": "5b65f66410dff11f8b73d8dc9da87cc6511ec9463bcd5bcfc7ba0aa00be47808",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.6089,
        "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": "9b6af36ed4eb877fda063fe7683d38bc13f9cda90166a2161bc65728b8606ea1",
        "signature": {
          "alg": "ed25519",
          "sig": "a4ab337618ffa2e2379b60a29ab0d1ec93056cec7b291d06b4592d88fbb8bea9ac2be57ff67263af358e61b716bc3aaea59ddb0afa02dd4c93856a05efe39e0b"
        }
      },
      "receipt_sha256": "9b6af36ed4eb877fda063fe7683d38bc13f9cda90166a2161bc65728b8606ea1"
    },
    {
      "storm_id": "273138",
      "lat": 42.3836,
      "lon": -72.36,
      "motion_east": 8.6,
      "motion_south": 1.3,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0125,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1139.0,
      "ebshear": 41.0,
      "srh01": 141.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 141.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.1124
        },
        {
          "name": "alignment",
          "value": 8.3325
        },
        {
          "name": "tau",
          "value": 1.9617
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6089
      },
      "coherence_score": 1.961719036102295,
      "coherence_diagnostics": {
        "tau": 1.961719036102295,
        "grad_tau": 0.22189660370349884,
        "torsion": 0.0,
        "alignment": 8.33254623413086,
        "S_field": 0.5190330147743225,
        "Gamma_field": 0.19072386622428894,
        "S_over_Gamma": 2.7213847637176514,
        "Da": 10.378326416015625,
        "E_coh": 0.4628654420375824,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.35,
              42.41
            ],
            [
              -72.33,
              42.41
            ],
            [
              -72.32,
              42.4
            ],
            [
              -72.32,
              42.37
            ],
            [
              -72.35,
              42.34
            ],
            [
              -72.39,
              42.34
            ],
            [
              -72.4,
              42.35
            ],
            [
              -72.4,
              42.39
            ],
            [
              -72.39,
              42.4
            ],
            [
              -72.36,
              42.4
            ],
            [
              -72.35,
              42.41
            ]
          ]
        ]
      },
      "raw_probability": 0.6089,
      "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": "5b65f66410dff11f8b73d8dc9da87cc6511ec9463bcd5bcfc7ba0aa00be47808",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.6089,
        "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": "9b6af36ed4eb877fda063fe7683d38bc13f9cda90166a2161bc65728b8606ea1",
        "signature": {
          "alg": "ed25519",
          "sig": "a4ab337618ffa2e2379b60a29ab0d1ec93056cec7b291d06b4592d88fbb8bea9ac2be57ff67263af358e61b716bc3aaea59ddb0afa02dd4c93856a05efe39e0b"
        }
      },
      "receipt_sha256": "9b6af36ed4eb877fda063fe7683d38bc13f9cda90166a2161bc65728b8606ea1"
    },
    {
      "storm_id": "273084",
      "lat": 47.7706,
      "lon": -71.4024,
      "motion_east": 7.8,
      "motion_south": -2.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0125,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 256.0,
      "ebshear": 33.0,
      "srh01": 68.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 68.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.1124
        },
        {
          "name": "alignment",
          "value": -11.4197
        },
        {
          "name": "tau",
          "value": 1.2235
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5944
      },
      "coherence_score": 1.2235242128372192,
      "coherence_diagnostics": {
        "tau": 1.2235242128372192,
        "grad_tau": 0.4249519407749176,
        "torsion": 0.0,
        "alignment": -11.419716835021973,
        "S_field": 0.4355313181877136,
        "Gamma_field": 0.15489055216312408,
        "S_over_Gamma": 2.8118650913238525,
        "Da": 8.992348670959473,
        "E_coh": 0.21295131742954254,
        "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": [
          [
            [
              -71.37,
              47.88
            ],
            [
              -71.33,
              47.86
            ],
            [
              -71.33,
              47.82
            ],
            [
              -71.35,
              47.79
            ],
            [
              -71.35,
              47.73
            ],
            [
              -71.34,
              47.72
            ],
            [
              -71.35,
              47.71
            ],
            [
              -71.35,
              47.69
            ],
            [
              -71.39,
              47.66
            ],
            [
              -71.46,
              47.65
            ],
            [
              -71.51,
              47.69
            ],
            [
              -71.51,
              47.75
            ],
            [
              -71.49,
              47.79
            ],
            [
              -71.47,
              47.81
            ],
            [
              -71.46,
              47.81
            ],
            [
              -71.41,
              47.86
            ],
            [
              -71.37,
              47.88
            ]
          ]
        ]
      },
      "raw_probability": 0.5944,
      "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": "abf9795594b42790f2368c2aa92d4c082fb884e59cb2789b2a7450b67d9bd98b",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.5944,
        "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": "45f49116b0d430db16a8efc767c8dc9b9606d6b5720c0dbbf2c66364691fb270",
        "signature": {
          "alg": "ed25519",
          "sig": "dd5cf553dba9f1e54eb6d2ee6a7fde27c5549681a0e2ae1b64af3877b44f86e215d43fa5dda970cb85edd7af1de7bdf4d5ce126f860b52efe54cc1b6c39d2e0c"
        }
      },
      "receipt_sha256": "45f49116b0d430db16a8efc767c8dc9b9606d6b5720c0dbbf2c66364691fb270"
    },
    {
      "storm_id": "272110",
      "lat": 36.3953,
      "lon": -74.6227,
      "motion_east": 7.5,
      "motion_south": -8.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0122,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1410.0,
      "ebshear": 19.0,
      "srh01": 78.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 78.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.2374
        },
        {
          "name": "alignment",
          "value": 1.8391
        },
        {
          "name": "tau",
          "value": 2.7218
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5815
      },
      "coherence_score": 2.7217748165130615,
      "coherence_diagnostics": {
        "tau": 2.7217748165130615,
        "grad_tau": 0.22969156503677368,
        "torsion": 0.0,
        "alignment": 1.839059829711914,
        "S_field": 0.9145244359970093,
        "Gamma_field": 0.20905721187591553,
        "S_over_Gamma": 4.374517440795898,
        "Da": 12.54097843170166,
        "E_coh": 0.9170193672180176,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.61,
              36.47
            ],
            [
              -74.56,
              36.46
            ],
            [
              -74.54,
              36.44
            ],
            [
              -74.55,
              36.43
            ],
            [
              -74.55,
              36.41
            ],
            [
              -74.53,
              36.39
            ],
            [
              -74.56,
              36.38
            ],
            [
              -74.63,
              36.33
            ],
            [
              -74.67,
              36.33
            ],
            [
              -74.68,
              36.32
            ],
            [
              -74.7,
              36.33
            ],
            [
              -74.73,
              36.36
            ],
            [
              -74.73,
              36.38
            ],
            [
              -74.69,
              36.43
            ],
            [
              -74.61,
              36.47
            ]
          ]
        ]
      },
      "raw_probability": 0.5815,
      "confidence_lo": 0.011,
      "confidence_hi": 0.0122,
      "uncertainty_class": "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": "7eb2960cf5503a77e5b6b2da4393235e34b449065d2a21ab011b595cc1b6b131",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.5815,
        "probability": 0.012211,
        "confidence_lo": 0.010965,
        "confidence_hi": 0.012227,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d893131f7498e113291d4571d7a37301956b66868991e56d61c9d005be96c383",
        "signature": {
          "alg": "ed25519",
          "sig": "a912ac0d7de62d56118bab140e156baa2566e41a86c8803eade43071058d4e263b0d779ef7b9e80ed7773b4af5647418feccbce507ac3f8d49dbc3e1fcbf7605"
        }
      },
      "receipt_sha256": "d893131f7498e113291d4571d7a37301956b66868991e56d61c9d005be96c383"
    },
    {
      "storm_id": "272973",
      "lat": 45.3322,
      "lon": -70.08,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0066,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 923.0,
      "ebshear": 49.0,
      "srh01": 124.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 124.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.2374
        },
        {
          "name": "alignment",
          "value": -4.7203
        },
        {
          "name": "tau",
          "value": 1.5265
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.548
      },
      "coherence_score": 1.526479721069336,
      "coherence_diagnostics": {
        "tau": 1.526479721069336,
        "grad_tau": 0.36992496252059937,
        "torsion": 0.0,
        "alignment": -4.7203264236450195,
        "S_field": 0.47267669439315796,
        "Gamma_field": 0.19489054381847382,
        "S_over_Gamma": 2.425344467163086,
        "Da": 11.030191421508789,
        "E_coh": 0.32572007179260254,
        "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": [
          [
            [
              -70.09,
              45.37
            ],
            [
              -70.04,
              45.37
            ],
            [
              -70.03,
              45.35
            ],
            [
              -70.03,
              45.32
            ],
            [
              -70.07,
              45.29
            ],
            [
              -70.12,
              45.29
            ],
            [
              -70.12,
              45.31
            ],
            [
              -70.13,
              45.32
            ],
            [
              -70.09,
              45.37
            ]
          ]
        ]
      },
      "raw_probability": 0.548,
      "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": "ab150c73e4b7a5bf67eed443c11f9569ce4ca7d6acc0d2a9580f79d9d09c5c1d",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.548,
        "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": "eb9f1fd97a5ba87e1b600a47c2970528caad06c22c2463ce32beab344b2d285f",
        "signature": {
          "alg": "ed25519",
          "sig": "7f79981824ddabd91bb3973623b9845649a486c7e185fb90e22c0081c10862feb441a1b2470644856d3cbc7f564f7d3944f1f088d22154461313fe5f646ddc08"
        }
      },
      "receipt_sha256": "eb9f1fd97a5ba87e1b600a47c2970528caad06c22c2463ce32beab344b2d285f"
    },
    {
      "storm_id": "272752",
      "lat": 46.2092,
      "lon": -72.2575,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0066,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 903.0,
      "ebshear": 40.0,
      "srh01": 36.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.2374
        },
        {
          "name": "alignment",
          "value": -7.1771
        },
        {
          "name": "tau",
          "value": 1.798
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5228
      },
      "coherence_score": 1.7979583740234375,
      "coherence_diagnostics": {
        "tau": 1.7979583740234375,
        "grad_tau": 0.109313003718853,
        "torsion": 0.0,
        "alignment": -7.1770734786987305,
        "S_field": 0.7741405367851257,
        "Gamma_field": 0.1757238805294037,
        "S_over_Gamma": 4.405437469482422,
        "Da": 10.083325386047363,
        "E_coh": 0.5635247230529785,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.31,
              46.25
            ],
            [
              -72.26,
              46.25
            ],
            [
              -72.25,
              46.24
            ],
            [
              -72.21,
              46.23
            ],
            [
              -72.2,
              46.22
            ],
            [
              -72.19,
              46.16
            ],
            [
              -72.22,
              46.16
            ],
            [
              -72.23,
              46.15
            ],
            [
              -72.27,
              46.16
            ],
            [
              -72.32,
              46.2
            ],
            [
              -72.32,
              46.24
            ],
            [
              -72.31,
              46.25
            ]
          ]
        ]
      },
      "raw_probability": 0.5228,
      "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": "1a297f1f511e38069bd1c94c05cabafa7d85be65818669003b96c0d9f102006c",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.5228,
        "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": "0c6f625917a92bcc6a507cf86f75daa5a12e0f6fd047a185c2af564364bbcfe6",
        "signature": {
          "alg": "ed25519",
          "sig": "2abd1cebfa778407b9a54767a6841001d17c997679ed9117fd0e256d5d35cdcb46b67bf11eda3038b586af248606bfdcd2a126caf5fb1a3eb5e584b53131f50e"
        }
      },
      "receipt_sha256": "0c6f625917a92bcc6a507cf86f75daa5a12e0f6fd047a185c2af564364bbcfe6"
    },
    {
      "storm_id": "273085",
      "lat": 47.555,
      "lon": -71.91,
      "motion_east": 7.5,
      "motion_south": -2.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0066,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 217.0,
      "ebshear": 28.0,
      "srh01": 63.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 63.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.4874
        },
        {
          "name": "alignment",
          "value": -10.3022
        },
        {
          "name": "tau",
          "value": 1.2151
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4973
      },
      "coherence_score": 1.2150543928146362,
      "coherence_diagnostics": {
        "tau": 1.2150543928146362,
        "grad_tau": 0.45807549357414246,
        "torsion": 0.0,
        "alignment": -10.302186965942383,
        "S_field": 0.4271629750728607,
        "Gamma_field": 0.22405721247196198,
        "S_over_Gamma": 1.906490683555603,
        "Da": 13.08972454071045,
        "E_coh": 0.1333753615617752,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -71.91,
              47.6
            ],
            [
              -71.88,
              47.6
            ],
            [
              -71.86,
              47.58
            ],
            [
              -71.86,
              47.54
            ],
            [
              -71.88,
              47.5
            ],
            [
              -71.93,
              47.48
            ],
            [
              -71.97,
              47.51
            ],
            [
              -71.97,
              47.55
            ],
            [
              -71.93,
              47.59
            ],
            [
              -71.91,
              47.6
            ]
          ]
        ]
      },
      "raw_probability": 0.4973,
      "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": "42382f6a8f4f48297880fcb0ae2380acb3fbb0f5eb3191b2c4a625bb6e8c3cae",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.4973,
        "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": "5c3f525b342c0579250b479be0a2584ee19a3ced2ad23acd1d34024a1ff35585",
        "signature": {
          "alg": "ed25519",
          "sig": "2816af03c23a35128611471aad8eaccb6b6abfd9d05cc7a8931047a4724286f93cc5190eb401f5d9765209a26123831f999b2023177612347e58fc0b5c74270d"
        }
      },
      "receipt_sha256": "5c3f525b342c0579250b479be0a2584ee19a3ced2ad23acd1d34024a1ff35585"
    },
    {
      "storm_id": "272753",
      "lat": 46.1783,
      "lon": -70.2558,
      "motion_east": 9.0,
      "motion_south": -2.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0066,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1262.0,
      "ebshear": 44.0,
      "srh01": 128.0,
      "maxllaz": 0.006,
      "mesh": 0.16,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 128.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.8624
        },
        {
          "name": "alignment",
          "value": -3.488
        },
        {
          "name": "tau",
          "value": 1.517
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4925
      },
      "coherence_score": 1.5169951915740967,
      "coherence_diagnostics": {
        "tau": 1.5169951915740967,
        "grad_tau": 0.2537214159965515,
        "torsion": 0.0,
        "alignment": -3.488043785095215,
        "S_field": 0.3771199584007263,
        "Gamma_field": 0.15572388470172882,
        "S_over_Gamma": 2.421721935272217,
        "Da": 8.970772743225098,
        "E_coh": 0.26664724946022034,
        "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": [
          [
            [
              -70.28,
              46.33
            ],
            [
              -70.24,
              46.33
            ],
            [
              -70.2,
              46.29
            ],
            [
              -70.19,
              46.25
            ],
            [
              -70.18,
              46.24
            ],
            [
              -70.19,
              46.23
            ],
            [
              -70.18,
              46.22
            ],
            [
              -70.19,
              46.21
            ],
            [
              -70.2,
              46.17
            ],
            [
              -70.22,
              46.15
            ],
            [
              -70.24,
              46.11
            ],
            [
              -70.24,
              46.07
            ],
            [
              -70.26,
              46.03
            ],
            [
              -70.27,
              46.02
            ],
            [
              -70.32,
              46.02
            ],
            [
              -70.34,
              46.04
            ],
            [
              -70.34,
              46.09
            ],
            [
              -70.32,
              46.13
            ],
            [
              -70.3,
              46.15
            ],
            [
              -70.29,
              46.15
            ],
            [
              -70.27,
              46.18
            ],
            [
              -70.3,
              46.24
            ],
            [
              -70.3,
              46.3
            ],
            [
              -70.28,
              46.33
            ]
          ]
        ]
      },
      "raw_probability": 0.4925,
      "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": "76b3da25e0f4b090004d3e1fc9773421b8bace41a8488041a408981a5d8bc7a5",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.4925,
        "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": "95f927169754e7269248092cb2ab686b0a6e30cdec5ab0843629381d0b724080",
        "signature": {
          "alg": "ed25519",
          "sig": "ed7909ea0f227a7010cd84f2887ddfc95c16ec861b35ec07863ad5dca8b19aac54900ba51e08d084ef51f906cc3db11964f38aef7b90caed00190a730843f80e"
        }
      },
      "receipt_sha256": "95f927169754e7269248092cb2ab686b0a6e30cdec5ab0843629381d0b724080"
    },
    {
      "storm_id": "272812",
      "lat": 43.4516,
      "lon": -71.5061,
      "motion_east": 12.1,
      "motion_south": -5.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0066,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1160.0,
      "ebshear": 56.0,
      "srh01": 169.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 169.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.7374
        },
        {
          "name": "alignment",
          "value": 3.9472
        },
        {
          "name": "tau",
          "value": 1.9705
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4807
      },
      "coherence_score": 1.9704504013061523,
      "coherence_diagnostics": {
        "tau": 1.9704504013061523,
        "grad_tau": 0.21826055645942688,
        "torsion": 0.0,
        "alignment": 3.9472217559814453,
        "S_field": 0.6309483051300049,
        "Gamma_field": 0.19322387874126434,
        "S_over_Gamma": 3.2653744220733643,
        "Da": 10.464916229248047,
        "E_coh": 0.7180183529853821,
        "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": [
          [
            [
              -71.47,
              43.58
            ],
            [
              -71.4,
              43.57
            ],
            [
              -71.38,
              43.55
            ],
            [
              -71.38,
              43.51
            ],
            [
              -71.39,
              43.49
            ],
            [
              -71.43,
              43.51
            ],
            [
              -71.44,
              43.51
            ],
            [
              -71.46,
              43.49
            ],
            [
              -71.47,
              43.47
            ],
            [
              -71.47,
              43.45
            ],
            [
              -71.46,
              43.44
            ],
            [
              -71.47,
              43.43
            ],
            [
              -71.47,
              43.34
            ],
            [
              -71.49,
              43.35
            ],
            [
              -71.52,
              43.35
            ],
            [
              -71.53,
              43.34
            ],
            [
              -71.56,
              43.34
            ],
            [
              -71.58,
              43.32
            ],
            [
              -71.58,
              43.31
            ],
            [
              -71.61,
              43.31
            ],
            [
              -71.61,
              43.34
            ],
            [
              -71.58,
              43.37
            ],
            [
              -71.58,
              43.46
            ],
            [
              -71.59,
              43.47
            ],
            [
              -71.58,
              43.48
            ],
            [
              -71.58,
              43.5
            ],
            [
              -71.56,
              43.52
            ],
            [
              -71.55,
              43.52
            ],
            [
              -71.53,
              43.55
            ],
            [
              -71.5,
              43.55
            ],
            [
              -71.47,
              43.58
            ]
          ]
        ]
      },
      "raw_probability": 0.4807,
      "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": "1aaf4b3f0a15835e2d1a8ee76114e785b2ed3d7955d022f52e2af80cc6290dc9",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.4807,
        "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": "4b4606e632e177baaacc69584f8058c522d09749c08a92c16643f4d46a583582",
        "signature": {
          "alg": "ed25519",
          "sig": "3649847381d5be66fbeab2c7bf8434d76385175061aac3d0c0c75e95c3465e10aa33aadbec002143742670ec595bcdd9d58d21b1ad3f2064e64e5203d8872b08"
        }
      },
      "receipt_sha256": "4b4606e632e177baaacc69584f8058c522d09749c08a92c16643f4d46a583582"
    },
    {
      "storm_id": "273117",
      "lat": 28.7744,
      "lon": -78.7178,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0066,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2624.0,
      "ebshear": 21.0,
      "srh01": 74.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 74.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.9874
        },
        {
          "name": "alignment",
          "value": -6.505
        },
        {
          "name": "tau",
          "value": 2.8104
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4786
      },
      "coherence_score": 2.8103668689727783,
      "coherence_diagnostics": {
        "tau": 2.8103668689727783,
        "grad_tau": 0.2015281617641449,
        "torsion": 0.0,
        "alignment": -6.505029678344727,
        "S_field": 0.6996729969978333,
        "Gamma_field": 0.2315572202205658,
        "S_over_Gamma": 3.0215988159179688,
        "Da": 13.030350685119629,
        "E_coh": 0.6035556793212891,
        "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": [
          [
            [
              -78.73,
              28.82
            ],
            [
              -78.71,
              28.82
            ],
            [
              -78.67,
              28.79
            ],
            [
              -78.67,
              28.75
            ],
            [
              -78.69,
              28.72
            ],
            [
              -78.74,
              28.72
            ],
            [
              -78.76,
              28.74
            ],
            [
              -78.76,
              28.79
            ],
            [
              -78.73,
              28.82
            ]
          ]
        ]
      },
      "raw_probability": 0.4786,
      "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": "af455437ef6969a1290b79c34fb5410405414bec4557b312c636359fa858a23b",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.4786,
        "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": "c4ab639563aa07852e656e6580eafea70e0ec53e6a98c3fe5508d90503873961",
        "signature": {
          "alg": "ed25519",
          "sig": "f2f090663102d0268810a9c3ec26bd9d002892cb0228eb3c83e5abd7dbb63454bc74ba8c858334f0b9e60e6a44ebcbfd94bf433b05e87d35af88736d31f84a0a"
        }
      },
      "receipt_sha256": "c4ab639563aa07852e656e6580eafea70e0ec53e6a98c3fe5508d90503873961"
    },
    {
      "storm_id": "273133",
      "lat": 47.5327,
      "lon": -71.4609,
      "motion_east": 8.8,
      "motion_south": -3.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0066,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 268.0,
      "ebshear": 34.0,
      "srh01": 63.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 63.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.4874
        },
        {
          "name": "alignment",
          "value": -10.3022
        },
        {
          "name": "tau",
          "value": 1.2151
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4301
      },
      "coherence_score": 1.2150543928146362,
      "coherence_diagnostics": {
        "tau": 1.2150543928146362,
        "grad_tau": 0.45807549357414246,
        "torsion": 0.0,
        "alignment": -10.302186965942383,
        "S_field": 0.4271629750728607,
        "Gamma_field": 0.22405721247196198,
        "S_over_Gamma": 1.906490683555603,
        "Da": 13.08972454071045,
        "E_coh": 0.1333753615617752,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -71.47,
              47.58
            ],
            [
              -71.44,
              47.58
            ],
            [
              -71.42,
              47.56
            ],
            [
              -71.43,
              47.52
            ],
            [
              -71.45,
              47.5
            ],
            [
              -71.45,
              47.49
            ],
            [
              -71.46,
              47.49
            ],
            [
              -71.48,
              47.51
            ],
            [
              -71.5,
              47.51
            ],
            [
              -71.5,
              47.54
            ],
            [
              -71.47,
              47.58
            ]
          ]
        ]
      },
      "raw_probability": 0.4301,
      "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": "c34c2822cc90ac7d58810089879daa639ff800156be5f58bad32c4f9535c71e5",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.4301,
        "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": "7698f9da4ada6468c90a5025c1e45326784b842654f2cf1abd4978d85f4a7a40",
        "signature": {
          "alg": "ed25519",
          "sig": "5f8c0267e2bfa5c28893d47e10d7fe980ec1f2f9a4f7b29a85aea362b6c110413fd917b9bd4561dfee7ae8550417f83e3ef366a5fa000aa04f7cedb681012406"
        }
      },
      "receipt_sha256": "7698f9da4ada6468c90a5025c1e45326784b842654f2cf1abd4978d85f4a7a40"
    },
    {
      "storm_id": "272400",
      "lat": 41.5125,
      "lon": -72.8615,
      "motion_east": 10.7,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0037,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1174.0,
      "ebshear": 47.0,
      "srh01": 97.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 97.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.8624
        },
        {
          "name": "alignment",
          "value": 7.9949
        },
        {
          "name": "tau",
          "value": 1.9317
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3845
      },
      "coherence_score": 1.9316954612731934,
      "coherence_diagnostics": {
        "tau": 1.9316954612731934,
        "grad_tau": 0.33374086022377014,
        "torsion": 0.0,
        "alignment": 7.994892597198486,
        "S_field": 0.7213231325149536,
        "Gamma_field": 0.23072387278079987,
        "S_over_Gamma": 3.1263480186462402,
        "Da": 12.802427291870117,
        "E_coh": 0.914409875869751,
        "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": [
          [
            [
              -72.82,
              41.62
            ],
            [
              -72.79,
              41.62
            ],
            [
              -72.78,
              41.61
            ],
            [
              -72.79,
              41.59
            ],
            [
              -72.79,
              41.57
            ],
            [
              -72.78,
              41.56
            ],
            [
              -72.8,
              41.52
            ],
            [
              -72.79,
              41.5
            ],
            [
              -72.8,
              41.48
            ],
            [
              -72.86,
              41.45
            ],
            [
              -72.9,
              41.44
            ],
            [
              -72.92,
              41.4
            ],
            [
              -72.94,
              41.41
            ],
            [
              -72.95,
              41.42
            ],
            [
              -72.94,
              41.43
            ],
            [
              -72.97,
              41.46
            ],
            [
              -72.97,
              41.48
            ],
            [
              -72.93,
              41.53
            ],
            [
              -72.89,
              41.54
            ],
            [
              -72.82,
              41.62
            ]
          ]
        ]
      },
      "raw_probability": 0.3845,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0037,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "2da0f51115d9f7c06606b1d34ff975b08621ff1c962277b23421607f2f14ca2f",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.3845,
        "probability": 0.00371,
        "confidence_lo": 0.003051,
        "confidence_hi": 0.003713,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "664fe5215925b84431f65e7fda158fef134138bf35dc5d02cfc24674661b3ae0",
        "signature": {
          "alg": "ed25519",
          "sig": "5787f036177f905a501d4d97b922209d6627e45c856a74ba46d7acf6ca789e22776cfe71857105a8b63ea1b77ac6217f4176c08c0e93701f68d1487f86ead800"
        }
      },
      "receipt_sha256": "664fe5215925b84431f65e7fda158fef134138bf35dc5d02cfc24674661b3ae0"
    },
    {
      "storm_id": "272848",
      "lat": 41.9191,
      "lon": -72.6191,
      "motion_east": 10.5,
      "motion_south": -1.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1122.0,
      "ebshear": 44.0,
      "srh01": 110.0,
      "maxllaz": 0.002,
      "mesh": 0.3,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 110.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.8624
        },
        {
          "name": "alignment",
          "value": 3.1567
        },
        {
          "name": "tau",
          "value": 1.7186
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3625
      },
      "coherence_score": 1.718573808670044,
      "coherence_diagnostics": {
        "tau": 1.718573808670044,
        "grad_tau": 0.3235322833061218,
        "torsion": 0.0,
        "alignment": 3.1566829681396484,
        "S_field": 0.17965330183506012,
        "Gamma_field": 0.24239054322242737,
        "S_over_Gamma": 0.7411729097366333,
        "Da": 12.927942276000977,
        "E_coh": 0.24919527769088745,
        "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": [
          [
            [
              -72.52,
              42.05
            ],
            [
              -72.47,
              42.05
            ],
            [
              -72.47,
              42.01
            ],
            [
              -72.45,
              41.98
            ],
            [
              -72.46,
              41.98
            ],
            [
              -72.5,
              41.94
            ],
            [
              -72.55,
              41.94
            ],
            [
              -72.57,
              41.93
            ],
            [
              -72.6,
              41.9
            ],
            [
              -72.62,
              41.85
            ],
            [
              -72.66,
              41.82
            ],
            [
              -72.68,
              41.82
            ],
            [
              -72.69,
              41.81
            ],
            [
              -72.75,
              41.81
            ],
            [
              -72.77,
              41.83
            ],
            [
              -72.77,
              41.86
            ],
            [
              -72.78,
              41.87
            ],
            [
              -72.74,
              41.88
            ],
            [
              -72.72,
              41.9
            ],
            [
              -72.71,
              41.9
            ],
            [
              -72.65,
              41.97
            ],
            [
              -72.59,
              41.99
            ],
            [
              -72.52,
              42.05
            ]
          ]
        ]
      },
      "raw_probability": 0.3625,
      "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": "0e0e7a230e188a4253b12270a8aa884f6dc67cd90b607627dcdda664d076dc4b",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.3625,
        "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": "35be6a6982f8d8a63bff62f28951f78a1f4f631691a4fc2e68fc0197380d66b4",
        "signature": {
          "alg": "ed25519",
          "sig": "677f5a927702229f7ec5a3595894befd26aa148acb691370096d6192c79d065288edc2980704cb0252d32d1bd7d78d2e56f4c65fa2189cc8ac4246148e13e50a"
        }
      },
      "receipt_sha256": "35be6a6982f8d8a63bff62f28951f78a1f4f631691a4fc2e68fc0197380d66b4"
    },
    {
      "storm_id": "273146",
      "lat": 28.7172,
      "lon": -79.828,
      "motion_east": 5.5,
      "motion_south": -5.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3418.0,
      "ebshear": 19.0,
      "srh01": 54.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 54.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.6124
        },
        {
          "name": "alignment",
          "value": -2.4426
        },
        {
          "name": "tau",
          "value": 3.0436
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3524
      },
      "coherence_score": 3.0435776710510254,
      "coherence_diagnostics": {
        "tau": 3.0435776710510254,
        "grad_tau": 0.17461685836315155,
        "torsion": 0.0,
        "alignment": -2.4426212310791016,
        "S_field": 0.9304467439651489,
        "Gamma_field": 0.19572387635707855,
        "S_over_Gamma": 4.7538743019104,
        "Da": 11.580528259277344,
        "E_coh": 0.9504312872886658,
        "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": [
          [
            [
              -79.88,
              28.76
            ],
            [
              -79.87,
              28.76
            ],
            [
              -79.86,
              28.76
            ],
            [
              -79.85,
              28.76
            ],
            [
              -79.84,
              28.76
            ],
            [
              -79.83,
              28.76
            ],
            [
              -79.82,
              28.75
            ],
            [
              -79.82,
              28.74
            ],
            [
              -79.82,
              28.73
            ],
            [
              -79.82,
              28.72
            ],
            [
              -79.82,
              28.71
            ],
            [
              -79.81,
              28.7
            ],
            [
              -79.8,
              28.7
            ],
            [
              -79.79,
              28.69
            ],
            [
              -79.78,
              28.7
            ],
            [
              -79.77,
              28.7
            ],
            [
              -79.76,
              28.71
            ],
            [
              -79.76,
              28.72
            ],
            [
              -79.76,
              28.71
            ],
            [
              -79.76,
              28.7
            ],
            [
              -79.76,
              28.69
            ],
            [
              -79.77,
              28.69
            ],
            [
              -79.78,
              28.69
            ],
            [
              -79.79,
              28.69
            ],
            [
              -79.8,
              28.69
            ],
            [
              -79.81,
              28.69
            ],
            [
              -79.82,
              28.69
            ],
            [
              -79.83,
              28.69
            ],
            [
              -79.84,
              28.69
            ],
            [
              -79.85,
              28.7
            ],
            [
              -79.86,
              28.7
            ],
            [
              -79.87,
              28.71
            ],
            [
              -79.88,
              28.71
            ],
            [
              -79.89,
              28.71
            ],
            [
              -79.9,
              28.71
            ],
            [
              -79.9,
              28.72
            ],
            [
              -79.89,
              28.73
            ],
            [
              -79.89,
              28.74
            ],
            [
              -79.89,
              28.75
            ],
            [
              -79.88,
              28.76
            ]
          ]
        ]
      },
      "raw_probability": 0.3524,
      "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": "959c6dc0c67487e5012c6e4968fa3ef379905bac0cb3d6d0f889f85d7c00d253",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.3524,
        "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": "37576985f9459914fc55b316239e816350313b3b7a6cf87b10fb1f6fffdfdee4",
        "signature": {
          "alg": "ed25519",
          "sig": "6750c1540f18d4401bc6fe62c397b778e71256d28e0da5853cf2414539614c2e1111eef3dbb7af1a45a0255c79a52ee1e417d3281d7d802fd8a492ff7dcda702"
        }
      },
      "receipt_sha256": "37576985f9459914fc55b316239e816350313b3b7a6cf87b10fb1f6fffdfdee4"
    },
    {
      "storm_id": "273013",
      "lat": 41.3536,
      "lon": -73.1614,
      "motion_east": 6.6,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1278.0,
      "ebshear": 45.0,
      "srh01": 84.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 84.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.8624
        },
        {
          "name": "alignment",
          "value": 7.9949
        },
        {
          "name": "tau",
          "value": 1.9317
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3343
      },
      "coherence_score": 1.9316954612731934,
      "coherence_diagnostics": {
        "tau": 1.9316954612731934,
        "grad_tau": 0.33374086022377014,
        "torsion": 0.0,
        "alignment": 7.994892597198486,
        "S_field": 0.7213231325149536,
        "Gamma_field": 0.23072387278079987,
        "S_over_Gamma": 3.1263480186462402,
        "Da": 12.802427291870117,
        "E_coh": 0.914409875869751,
        "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": [
          [
            [
              -73.15,
              41.4
            ],
            [
              -73.12,
              41.4
            ],
            [
              -73.1,
              41.36
            ],
            [
              -73.08,
              41.35
            ],
            [
              -73.11,
              41.34
            ],
            [
              -73.16,
              41.3
            ],
            [
              -73.17,
              41.31
            ],
            [
              -73.2,
              41.31
            ],
            [
              -73.2,
              41.33
            ],
            [
              -73.22,
              41.34
            ],
            [
              -73.22,
              41.36
            ],
            [
              -73.21,
              41.37
            ],
            [
              -73.17,
              41.38
            ],
            [
              -73.15,
              41.4
            ]
          ]
        ]
      },
      "raw_probability": 0.3343,
      "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": "c1a95e9b98e2c12ec3dfd607ad7f50c26816ca1f01631dc55dd9cb35d68cfe33",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.3343,
        "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": "7cdfd6e1912cd78d2bf8528632aed7f51ad6a940d8cb238fef8c9e2f1a44c251",
        "signature": {
          "alg": "ed25519",
          "sig": "73886a8bd7dc3b9dd48b0a7fff6a49ad6c52114b298efbe5f50886755c108f60810bcd67838c6e36677c873437c9983730cca726e580009b6045a95f1f4a6804"
        }
      },
      "receipt_sha256": "7cdfd6e1912cd78d2bf8528632aed7f51ad6a940d8cb238fef8c9e2f1a44c251"
    },
    {
      "storm_id": "272808",
      "lat": 47.9482,
      "lon": -69.7509,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 206.0,
      "ebshear": 20.0,
      "srh01": 238.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 238.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.7374
        },
        {
          "name": "alignment",
          "value": -11.8372
        },
        {
          "name": "tau",
          "value": 1.1359
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2789
      },
      "coherence_score": 1.1358805894851685,
      "coherence_diagnostics": {
        "tau": 1.1358805894851685,
        "grad_tau": 0.3849920332431793,
        "torsion": 0.0,
        "alignment": -11.837154388427734,
        "S_field": 0.4137641489505768,
        "Gamma_field": 0.15322387218475342,
        "S_over_Gamma": 2.7003896236419678,
        "Da": 9.003424644470215,
        "E_coh": 0.43161463737487793,
        "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": [
          [
            [
              -69.77,
              47.99
            ],
            [
              -69.75,
              47.99
            ],
            [
              -69.73,
              47.97
            ],
            [
              -69.72,
              47.97
            ],
            [
              -69.71,
              47.95
            ],
            [
              -69.71,
              47.92
            ],
            [
              -69.72,
              47.9
            ],
            [
              -69.76,
              47.88
            ],
            [
              -69.81,
              47.91
            ],
            [
              -69.81,
              47.96
            ],
            [
              -69.77,
              47.99
            ]
          ]
        ]
      },
      "raw_probability": 0.2789,
      "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": "87addf952f7054b968a03fbbfa46e8bddb41f592ad30d54b78a6e53117ea59d1",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.2789,
        "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": "5b5bc243395b23062c6762fe09ed23dfeaa519d895b550b41d98c9fcbfece986",
        "signature": {
          "alg": "ed25519",
          "sig": "8009674af89117579f0e000335b0e73679139218f1c60abe9d70778982731c53fd5ec67007b3df60272c830d43691a042ebe4de2b04e1064f052475aa46cb000"
        }
      },
      "receipt_sha256": "5b5bc243395b23062c6762fe09ed23dfeaa519d895b550b41d98c9fcbfece986"
    },
    {
      "storm_id": "272392",
      "lat": 40.8513,
      "lon": -68.9938,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1670.0,
      "ebshear": 8.0,
      "srh01": 137.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 137.0
        },
        {
          "name": "hrrr_pwat",
          "value": 61.6124
        },
        {
          "name": "alignment",
          "value": -10.2521
        },
        {
          "name": "tau",
          "value": 1.9663
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2782
      },
      "coherence_score": 1.9662585258483887,
      "coherence_diagnostics": {
        "tau": 1.9662585258483887,
        "grad_tau": 0.14067721366882324,
        "torsion": 0.0,
        "alignment": -10.252132415771484,
        "S_field": 0.4441606402397156,
        "Gamma_field": 0.22072386741638184,
        "S_over_Gamma": 2.0122909545898438,
        "Da": 12.286755561828613,
        "E_coh": 0.554497480392456,
        "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": [
          [
            [
              -69.0,
              40.89
            ],
            [
              -68.96,
              40.89
            ],
            [
              -68.96,
              40.84
            ],
            [
              -68.98,
              40.83
            ],
            [
              -68.99,
              40.81
            ],
            [
              -69.02,
              40.81
            ],
            [
              -69.04,
              40.85
            ],
            [
              -69.0,
              40.89
            ]
          ]
        ]
      },
      "raw_probability": 0.2782,
      "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": "fcc419ffbac7e3d1e57718963d70ba2b613436024f0d8c6fd863918cf839838c",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.2782,
        "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": "d1b13fa8560b11a8f5286a9ec6482e6dfc404053eef4b2f6e507af5936e161c5",
        "signature": {
          "alg": "ed25519",
          "sig": "783e13a3e1a72c7e2406b36fad5bb15cc388e6d45e9b636aba5f51845bd7730f3419536344a38831b821891de99fb5b7a5b0dcd2831b4c0a0fec96ca09bc690b"
        }
      },
      "receipt_sha256": "d1b13fa8560b11a8f5286a9ec6482e6dfc404053eef4b2f6e507af5936e161c5"
    },
    {
      "storm_id": "272760",
      "lat": 40.927,
      "lon": -68.779,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1712.0,
      "ebshear": 9.0,
      "srh01": 134.0,
      "maxllaz": 0.001,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 134.0
        },
        {
          "name": "hrrr_pwat",
          "value": 61.6124
        },
        {
          "name": "alignment",
          "value": -10.2521
        },
        {
          "name": "tau",
          "value": 1.9663
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2643
      },
      "coherence_score": 1.9662585258483887,
      "coherence_diagnostics": {
        "tau": 1.9662585258483887,
        "grad_tau": 0.14067721366882324,
        "torsion": 0.0,
        "alignment": -10.252132415771484,
        "S_field": 0.4441606402397156,
        "Gamma_field": 0.22072386741638184,
        "S_over_Gamma": 2.0122909545898438,
        "Da": 12.286755561828613,
        "E_coh": 0.554497480392456,
        "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": [
          [
            [
              -68.77,
              40.99
            ],
            [
              -68.72,
              40.99
            ],
            [
              -68.71,
              40.95
            ],
            [
              -68.74,
              40.91
            ],
            [
              -68.77,
              40.9
            ],
            [
              -68.8,
              40.87
            ],
            [
              -68.83,
              40.87
            ],
            [
              -68.84,
              40.88
            ],
            [
              -68.84,
              40.92
            ],
            [
              -68.77,
              40.99
            ]
          ]
        ]
      },
      "raw_probability": 0.2643,
      "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": "b4f718f6584185ca3a332cd100fb31e6eb0e0f81cab80046e2f6ba2bf7fb6694",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.2643,
        "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": "58f14758abe1fd4d9a589d73496bc50f6f03e2ca663861b52a36da3689cff7fa",
        "signature": {
          "alg": "ed25519",
          "sig": "d667f150ceabaf8299dce2547199eb18e2470536063c6f91b0a8ef2cf23b263279049df6670fd0b695409eadb0192c092b4bcb1a1f335548f05e6d361a06d30f"
        }
      },
      "receipt_sha256": "58f14758abe1fd4d9a589d73496bc50f6f03e2ca663861b52a36da3689cff7fa"
    },
    {
      "storm_id": "273032",
      "lat": 40.5288,
      "lon": -69.225,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2148.0,
      "ebshear": 15.0,
      "srh01": 121.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 121.0
        },
        {
          "name": "hrrr_pwat",
          "value": 60.7374
        },
        {
          "name": "alignment",
          "value": -9.576
        },
        {
          "name": "tau",
          "value": 2.031
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2612
      },
      "coherence_score": 2.030991554260254,
      "coherence_diagnostics": {
        "tau": 2.030991554260254,
        "grad_tau": 0.1660815328359604,
        "torsion": 0.0,
        "alignment": -9.57598876953125,
        "S_field": 0.47041499614715576,
        "Gamma_field": 0.1665572077035904,
        "S_over_Gamma": 2.8243448734283447,
        "Da": 9.54958438873291,
        "E_coh": 0.7392491698265076,
        "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": [
          [
            [
              -69.23,
              40.57
            ],
            [
              -69.19,
              40.56
            ],
            [
              -69.17,
              40.52
            ],
            [
              -69.19,
              40.49
            ],
            [
              -69.25,
              40.48
            ],
            [
              -69.27,
              40.5
            ],
            [
              -69.27,
              40.54
            ],
            [
              -69.23,
              40.57
            ]
          ]
        ]
      },
      "raw_probability": 0.2612,
      "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": "8235ce560ac1f7071f2546061f8dc0a0ac3ac69e59e3648ada21b04f0ba33f49",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.2612,
        "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": "ef3616be7e3908e88b06301b97d8d921c7ee872eabbf5247cc5d1469557ad9cb",
        "signature": {
          "alg": "ed25519",
          "sig": "ca8f0654c595b0dcf181f9f32a429db70234e6e24e8d0a4803b656fa412d835d2b50ced43e6e3e61a4c3b3931a5c2af13b71ffc8a7591696ebe8828a4b70ac0e"
        }
      },
      "receipt_sha256": "ef3616be7e3908e88b06301b97d8d921c7ee872eabbf5247cc5d1469557ad9cb"
    },
    {
      "storm_id": "272700",
      "lat": 29.2867,
      "lon": -78.2989,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3426.0,
      "ebshear": 14.0,
      "srh01": 50.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.9874
        },
        {
          "name": "alignment",
          "value": -6.505
        },
        {
          "name": "tau",
          "value": 2.8104
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2504
      },
      "coherence_score": 2.8103668689727783,
      "coherence_diagnostics": {
        "tau": 2.8103668689727783,
        "grad_tau": 0.2015281617641449,
        "torsion": 0.0,
        "alignment": -6.505029678344727,
        "S_field": 0.6996729969978333,
        "Gamma_field": 0.2315572202205658,
        "S_over_Gamma": 3.0215988159179688,
        "Da": 13.030350685119629,
        "E_coh": 0.6035556793212891,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.32,
              29.32
            ],
            [
              -78.28,
              29.32
            ],
            [
              -78.27,
              29.31
            ],
            [
              -78.25,
              29.27
            ],
            [
              -78.27,
              29.24
            ],
            [
              -78.32,
              29.24
            ],
            [
              -78.33,
              29.25
            ],
            [
              -78.33,
              29.31
            ],
            [
              -78.32,
              29.32
            ]
          ]
        ]
      },
      "raw_probability": 0.2504,
      "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": "7ba7649dfe627ee211758e2a2dcf75f9bd5834df6f9c194eaeaf9653ea65d40a",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.2504,
        "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": "d3fcaf5324c8567c63b5c56539fed2699f93e9dded96b7bb372fcde262f4c9db",
        "signature": {
          "alg": "ed25519",
          "sig": "ef5282aa71a4b109a56e5a3b9cf97648912c3c35a735678af8e1e47a297d40392ba44d6620beaababc3ffa09b84ea9b79c0e5a307f55ac3c9bd380f0c8d9ca0b"
        }
      },
      "receipt_sha256": "d3fcaf5324c8567c63b5c56539fed2699f93e9dded96b7bb372fcde262f4c9db"
    },
    {
      "storm_id": "272897",
      "lat": 49.3922,
      "lon": -68.2478,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 81.0,
      "ebshear": 24.0,
      "srh01": 201.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 201.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.8624
        },
        {
          "name": "alignment",
          "value": -10.8848
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2504
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5318285226821899,
        "torsion": 0.0,
        "alignment": -10.884796142578125,
        "S_field": 0.5489736795425415,
        "Gamma_field": 0.1550000011920929,
        "S_over_Gamma": 3.5417656898498535,
        "Da": 9.44187068939209,
        "E_coh": 0.47045645117759705,
        "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": [
          [
            [
              -68.24,
              49.43
            ],
            [
              -68.2,
              49.42
            ],
            [
              -68.22,
              49.37
            ],
            [
              -68.23,
              49.36
            ],
            [
              -68.25,
              49.37
            ],
            [
              -68.29,
              49.36
            ],
            [
              -68.28,
              49.38
            ],
            [
              -68.28,
              49.41
            ],
            [
              -68.24,
              49.43
            ]
          ]
        ]
      },
      "raw_probability": 0.2504,
      "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": "7ba7649dfe627ee211758e2a2dcf75f9bd5834df6f9c194eaeaf9653ea65d40a",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.2504,
        "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": "d3fcaf5324c8567c63b5c56539fed2699f93e9dded96b7bb372fcde262f4c9db",
        "signature": {
          "alg": "ed25519",
          "sig": "ef5282aa71a4b109a56e5a3b9cf97648912c3c35a735678af8e1e47a297d40392ba44d6620beaababc3ffa09b84ea9b79c0e5a307f55ac3c9bd380f0c8d9ca0b"
        }
      },
      "receipt_sha256": "d3fcaf5324c8567c63b5c56539fed2699f93e9dded96b7bb372fcde262f4c9db"
    },
    {
      "storm_id": "273129",
      "lat": 49.5133,
      "lon": -67.9489,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 69.0,
      "ebshear": 8.0,
      "srh01": 117.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 117.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.8624
        },
        {
          "name": "alignment",
          "value": -10.8848
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2498
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5318285226821899,
        "torsion": 0.0,
        "alignment": -10.884796142578125,
        "S_field": 0.5489736795425415,
        "Gamma_field": 0.1550000011920929,
        "S_over_Gamma": 3.5417656898498535,
        "Da": 9.44187068939209,
        "E_coh": 0.47045645117759705,
        "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": [
          [
            [
              -67.97,
              49.54
            ],
            [
              -67.91,
              49.54
            ],
            [
              -67.9,
              49.53
            ],
            [
              -67.9,
              49.5
            ],
            [
              -67.94,
              49.48
            ],
            [
              -67.97,
              49.48
            ],
            [
              -67.99,
              49.49
            ],
            [
              -67.99,
              49.52
            ],
            [
              -67.97,
              49.54
            ]
          ]
        ]
      },
      "raw_probability": 0.2498,
      "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": "4d0340b2ae37fe328a078c3914d425ac6e8bf38aa6f51b73239390cc4294f104",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.2498,
        "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": "24a2436db276287d3f9b72cf2503e3023b8340350fe79a94f1ebfdb3ae4fb04d",
        "signature": {
          "alg": "ed25519",
          "sig": "aa936798ed011bcccaaed0c8ba3f5acd9e85877c685098aca0bf83fdab6174b1e337a9babe22ce1a4599f7383a7a661f5581a736cd089055e1bcb71818347c08"
        }
      },
      "receipt_sha256": "24a2436db276287d3f9b72cf2503e3023b8340350fe79a94f1ebfdb3ae4fb04d"
    },
    {
      "storm_id": "272671",
      "lat": 28.6517,
      "lon": -80.0,
      "motion_east": 5.5,
      "motion_south": -5.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3544.0,
      "ebshear": 16.0,
      "srh01": 45.0,
      "maxllaz": 0.01,
      "mesh": 0.11,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.7374
        },
        {
          "name": "alignment",
          "value": -2.2132
        },
        {
          "name": "tau",
          "value": 3.1529
        },
        {
          "name": "maxllaz",
          "value": 0.01
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2274
      },
      "coherence_score": 3.1529393196105957,
      "coherence_diagnostics": {
        "tau": 3.1529393196105957,
        "grad_tau": 0.12171123176813126,
        "torsion": 0.0,
        "alignment": -2.213191270828247,
        "S_field": 0.8586201667785645,
        "Gamma_field": 0.19572387635707855,
        "S_over_Gamma": 4.386895179748535,
        "Da": 12.617586135864258,
        "E_coh": 0.9228023290634155,
        "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": [
          [
            [
              -80.06,
              28.78
            ],
            [
              -80.02,
              28.78
            ],
            [
              -79.99,
              28.75
            ],
            [
              -79.97,
              28.71
            ],
            [
              -79.93,
              28.69
            ],
            [
              -79.9,
              28.66
            ],
            [
              -79.89,
              28.64
            ],
            [
              -79.89,
              28.61
            ],
            [
              -79.91,
              28.57
            ],
            [
              -79.93,
              28.55
            ],
            [
              -79.95,
              28.55
            ],
            [
              -79.98,
              28.57
            ],
            [
              -80.04,
              28.58
            ],
            [
              -80.05,
              28.59
            ],
            [
              -80.13,
              28.61
            ],
            [
              -80.15,
              28.63
            ],
            [
              -80.15,
              28.68
            ],
            [
              -80.06,
              28.78
            ]
          ]
        ]
      },
      "raw_probability": 0.2274,
      "confidence_lo": 0.0019,
      "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": "e3f1f42531995d1059b0c413726a24be6cb1e412d7d59c8d7eaefc11f4743bd6",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.2274,
        "probability": 0.00216,
        "confidence_lo": 0.001896,
        "confidence_hi": 0.00216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1f48a2658f47c4c5707a10df22a71c95c9f1ee307820ad443ae26f47a8114b11",
        "signature": {
          "alg": "ed25519",
          "sig": "826f3d77169aa73f2ef1d960138c4961d199f2c269f13c8b014d65b352185a793743cf03d32bb99e38cf10685e630a7a591d370911374d0a213ce06c3c3b7801"
        }
      },
      "receipt_sha256": "1f48a2658f47c4c5707a10df22a71c95c9f1ee307820ad443ae26f47a8114b11"
    },
    {
      "storm_id": "272383",
      "lat": 29.0336,
      "lon": -82.64,
      "motion_east": 5.5,
      "motion_south": 4.6,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1843.0,
      "ebshear": 8.0,
      "srh01": 55.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.8624
        },
        {
          "name": "alignment",
          "value": 2.3492
        },
        {
          "name": "tau",
          "value": 3.0873
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2129
      },
      "coherence_score": 3.0872762203216553,
      "coherence_diagnostics": {
        "tau": 3.0872762203216553,
        "grad_tau": 0.31214845180511475,
        "torsion": 0.0,
        "alignment": 2.3491554260253906,
        "S_field": 0.9642887115478516,
        "Gamma_field": 0.2015572041273117,
        "S_over_Gamma": 4.784193515777588,
        "Da": 12.2858304977417,
        "E_coh": 0.9407358765602112,
        "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": [
          [
            [
              -82.64,
              29.16
            ],
            [
              -82.6,
              29.16
            ],
            [
              -82.58,
              29.13
            ],
            [
              -82.57,
              29.01
            ],
            [
              -82.59,
              28.99
            ],
            [
              -82.6,
              28.97
            ],
            [
              -82.6,
              28.94
            ],
            [
              -82.61,
              28.93
            ],
            [
              -82.73,
              28.92
            ],
            [
              -82.73,
              28.98
            ],
            [
              -82.72,
              28.98
            ],
            [
              -82.68,
              29.02
            ],
            [
              -82.67,
              29.12
            ],
            [
              -82.64,
              29.16
            ]
          ]
        ]
      },
      "raw_probability": 0.2129,
      "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": "c51cc9fc52a876c97ce4e39810dadc8f71da3fc68a0a299c502055fac20834ca",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.2129,
        "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": "f40386854001bff5597eb56fbeddf494dc87b66aee0a27ef61dd01cf8b314ce4",
        "signature": {
          "alg": "ed25519",
          "sig": "6a34c997f82e929d793acfa25dd82450a9b68e5567dc84e36487d97ffc7e8b88100e570350899d76d34b7e6c31dea100e27614f1d84b0cd1d3204e031bfa5609"
        }
      },
      "receipt_sha256": "f40386854001bff5597eb56fbeddf494dc87b66aee0a27ef61dd01cf8b314ce4"
    },
    {
      "storm_id": "273119",
      "lat": 28.3712,
      "lon": -79.8465,
      "motion_east": 5.5,
      "motion_south": -5.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3600.0,
      "ebshear": 17.0,
      "srh01": 56.0,
      "maxllaz": 0.004,
      "mesh": 0.2,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 56.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.8624
        },
        {
          "name": "alignment",
          "value": -0.9346
        },
        {
          "name": "tau",
          "value": 2.9599
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2101
      },
      "coherence_score": 2.959918260574341,
      "coherence_diagnostics": {
        "tau": 2.959918260574341,
        "grad_tau": 0.20103761553764343,
        "torsion": 0.0,
        "alignment": -0.9345890879631042,
        "S_field": 0.6714868545532227,
        "Gamma_field": 0.25322389602661133,
        "S_over_Gamma": 2.6517515182495117,
        "Da": 15.724486351013184,
        "E_coh": 0.9683834910392761,
        "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": [
          [
            [
              -79.88,
              28.46
            ],
            [
              -79.82,
              28.45
            ],
            [
              -79.78,
              28.42
            ],
            [
              -79.78,
              28.38
            ],
            [
              -79.8,
              28.35
            ],
            [
              -79.82,
              28.35
            ],
            [
              -79.84,
              28.33
            ],
            [
              -79.83,
              28.31
            ],
            [
              -79.84,
              28.29
            ],
            [
              -79.88,
              28.29
            ],
            [
              -79.89,
              28.3
            ],
            [
              -79.86,
              28.33
            ],
            [
              -79.86,
              28.36
            ],
            [
              -79.87,
              28.37
            ],
            [
              -79.87,
              28.42
            ],
            [
              -79.89,
              28.44
            ],
            [
              -79.88,
              28.46
            ]
          ]
        ]
      },
      "raw_probability": 0.2101,
      "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": "61dd9bdc75409a3cc57d91be0b501537e7e48c19b994b86cc7994526bf1c1d02",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.2101,
        "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": "2523b77b39736cd4578fd12b185442610319c1a46de090b9f6aa686cbc7f5a88",
        "signature": {
          "alg": "ed25519",
          "sig": "7934651e3801281a1142920ce582dba780077d26707a40caa03658ecb7fb296eb0c36f4d17f0a0f7e58a0a9c5de24ce5d7fea4d05e633d31c95dba07a38b950d"
        }
      },
      "receipt_sha256": "2523b77b39736cd4578fd12b185442610319c1a46de090b9f6aa686cbc7f5a88"
    },
    {
      "storm_id": "272819",
      "lat": 35.1021,
      "lon": -76.5529,
      "motion_east": 5.1,
      "motion_south": -3.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2178.0,
      "ebshear": 16.0,
      "srh01": 78.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 78.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.4874
        },
        {
          "name": "alignment",
          "value": -0.7868
        },
        {
          "name": "tau",
          "value": 2.3844
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2065
      },
      "coherence_score": 2.3843557834625244,
      "coherence_diagnostics": {
        "tau": 2.3843557834625244,
        "grad_tau": 0.2898057699203491,
        "torsion": 0.0,
        "alignment": -0.7867714166641235,
        "S_field": 1.0322965383529663,
        "Gamma_field": 0.2473905384540558,
        "S_over_Gamma": 4.172740459442139,
        "Da": 15.01113224029541,
        "E_coh": 0.9647253155708313,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.61,
              35.26
            ],
            [
              -76.56,
              35.26
            ],
            [
              -76.52,
              35.21
            ],
            [
              -76.52,
              35.16
            ],
            [
              -76.51,
              35.15
            ],
            [
              -76.51,
              35.12
            ],
            [
              -76.47,
              35.09
            ],
            [
              -76.45,
              35.05
            ],
            [
              -76.45,
              35.01
            ],
            [
              -76.47,
              34.99
            ],
            [
              -76.47,
              34.95
            ],
            [
              -76.49,
              34.96
            ],
            [
              -76.53,
              34.96
            ],
            [
              -76.53,
              34.97
            ],
            [
              -76.55,
              34.99
            ],
            [
              -76.55,
              35.04
            ],
            [
              -76.58,
              35.07
            ],
            [
              -76.62,
              35.09
            ],
            [
              -76.65,
              35.13
            ],
            [
              -76.65,
              35.15
            ],
            [
              -76.66,
              35.16
            ],
            [
              -76.66,
              35.2
            ],
            [
              -76.65,
              35.22
            ],
            [
              -76.61,
              35.26
            ]
          ]
        ]
      },
      "raw_probability": 0.2065,
      "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": "f1571d0fbf281c93349ef670d5bc5cb21560ec4ab43e8252f36346b683f0b060",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.2065,
        "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": "a21fabc5f720c7f47cfd6b4e3ea932ccda064c85d9b9948e66c9488c9bb5d058",
        "signature": {
          "alg": "ed25519",
          "sig": "2cacaf225ed96fa8e2e029d8a288793c75199996213b1aa42f1d251836f70839baffaeee5bf6b033d6f813815288e4e2f42d45a5f13b803a04fe1802ae7a4003"
        }
      },
      "receipt_sha256": "a21fabc5f720c7f47cfd6b4e3ea932ccda064c85d9b9948e66c9488c9bb5d058"
    },
    {
      "storm_id": "273153",
      "lat": 49.0467,
      "lon": -68.7644,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 67.0,
      "ebshear": 14.0,
      "srh01": 216.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 216.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.6124
        },
        {
          "name": "alignment",
          "value": -13.5723
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2064
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.6289666891098022,
        "torsion": 0.0,
        "alignment": -13.572296142578125,
        "S_field": 0.5953035354614258,
        "Gamma_field": 0.16072387993335724,
        "S_over_Gamma": 3.703889846801758,
        "Da": 9.60594367980957,
        "E_coh": 0.6296564936637878,
        "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": [
          [
            [
              -68.78,
              49.07
            ],
            [
              -68.74,
              49.07
            ],
            [
              -68.73,
              49.06
            ],
            [
              -68.73,
              49.03
            ],
            [
              -68.74,
              49.01
            ],
            [
              -68.8,
              49.01
            ],
            [
              -68.8,
              49.04
            ],
            [
              -68.78,
              49.06
            ],
            [
              -68.78,
              49.07
            ]
          ]
        ]
      },
      "raw_probability": 0.2064,
      "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": "51f62b844752829174cf1a74d129c110286419045bfa74d9433f1c60e91cef5a",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.2064,
        "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": "ba8d13c03780ce53d01bc7580aee22e0d174a830a7b18586908fee4bb416569c",
        "signature": {
          "alg": "ed25519",
          "sig": "1d954713f9429f3b59725b1881b027ba45cafb4b70d19a070a3bc1c24f5b921b714c42948fff6db6fe4847e9537b9016d6bbc0fadef2b2be290f08840e1e660a"
        }
      },
      "receipt_sha256": "ba8d13c03780ce53d01bc7580aee22e0d174a830a7b18586908fee4bb416569c"
    },
    {
      "storm_id": "272337",
      "lat": 38.5228,
      "lon": -75.9897,
      "motion_east": 5.7,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2025.0,
      "ebshear": 27.0,
      "srh01": 55.0,
      "maxllaz": 0.004,
      "mesh": 0.18,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.8624
        },
        {
          "name": "alignment",
          "value": 2.3913
        },
        {
          "name": "tau",
          "value": 2.1353
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1894
      },
      "coherence_score": 2.135310649871826,
      "coherence_diagnostics": {
        "tau": 2.135310649871826,
        "grad_tau": 0.37351369857788086,
        "torsion": 0.0,
        "alignment": 2.3912787437438965,
        "S_field": 1.0082155466079712,
        "Gamma_field": 0.25405722856521606,
        "S_over_Gamma": 3.968458414077759,
        "Da": 15.724273681640625,
        "E_coh": 0.932956874370575,
        "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": [
          [
            [
              -75.91,
              38.64
            ],
            [
              -75.85,
              38.64
            ],
            [
              -75.84,
              38.63
            ],
            [
              -75.84,
              38.58
            ],
            [
              -75.88,
              38.55
            ],
            [
              -75.91,
              38.54
            ],
            [
              -75.93,
              38.52
            ],
            [
              -75.96,
              38.51
            ],
            [
              -75.98,
              38.49
            ],
            [
              -75.97,
              38.48
            ],
            [
              -75.98,
              38.48
            ],
            [
              -75.99,
              38.46
            ],
            [
              -75.96,
              38.42
            ],
            [
              -75.97,
              38.41
            ],
            [
              -75.99,
              38.4
            ],
            [
              -76.04,
              38.4
            ],
            [
              -76.05,
              38.41
            ],
            [
              -76.05,
              38.43
            ],
            [
              -76.04,
              38.44
            ],
            [
              -76.05,
              38.45
            ],
            [
              -76.05,
              38.47
            ],
            [
              -76.03,
              38.49
            ],
            [
              -76.01,
              38.49
            ],
            [
              -76.0,
              38.5
            ],
            [
              -76.03,
              38.52
            ],
            [
              -76.1,
              38.52
            ],
            [
              -76.1,
              38.54
            ],
            [
              -76.07,
              38.57
            ],
            [
              -76.08,
              38.58
            ],
            [
              -76.07,
              38.59
            ],
            [
              -76.04,
              38.59
            ],
            [
              -76.03,
              38.6
            ],
            [
              -76.01,
              38.6
            ],
            [
              -75.97,
              38.62
            ],
            [
              -75.94,
              38.62
            ],
            [
              -75.91,
              38.64
            ]
          ]
        ]
      },
      "raw_probability": 0.1894,
      "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": "b57cac3a1f207651fb786fcccc3fc43af648b694c114022d182f577468264765",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.1894,
        "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": "3e95540cf567f1b7a7a4732a0ec1328bb6d2a30ae691d6cab866eac2566f4416",
        "signature": {
          "alg": "ed25519",
          "sig": "26d690679e27502c9b7e106cd8cb61ed95f0187d186c77f0f9326d014399b00042c7ff2e4d79318933d1b6dce79d0ce57127db88fa189b1ee0b4c60f3a385d0f"
        }
      },
      "receipt_sha256": "3e95540cf567f1b7a7a4732a0ec1328bb6d2a30ae691d6cab866eac2566f4416"
    },
    {
      "storm_id": "272871",
      "lat": 47.7603,
      "lon": -72.0872,
      "motion_east": 4.7,
      "motion_south": 0.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 94.0,
      "ebshear": 16.0,
      "srh01": 53.0,
      "maxllaz": 0.014,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.4874
        },
        {
          "name": "alignment",
          "value": -10.3022
        },
        {
          "name": "tau",
          "value": 1.2151
        },
        {
          "name": "maxllaz",
          "value": 0.014
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1865
      },
      "coherence_score": 1.2150543928146362,
      "coherence_diagnostics": {
        "tau": 1.2150543928146362,
        "grad_tau": 0.45807549357414246,
        "torsion": 0.0,
        "alignment": -10.302186965942383,
        "S_field": 0.4271629750728607,
        "Gamma_field": 0.22405721247196198,
        "S_over_Gamma": 1.906490683555603,
        "Da": 13.08972454071045,
        "E_coh": 0.1333753615617752,
        "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": [
          [
            [
              -72.02,
              47.94
            ],
            [
              -72.01,
              47.93
            ],
            [
              -71.98,
              47.93
            ],
            [
              -71.96,
              47.92
            ],
            [
              -71.96,
              47.87
            ],
            [
              -71.95,
              47.85
            ],
            [
              -71.98,
              47.79
            ],
            [
              -72.02,
              47.76
            ],
            [
              -72.02,
              47.73
            ],
            [
              -72.03,
              47.71
            ],
            [
              -72.08,
              47.67
            ],
            [
              -72.08,
              47.62
            ],
            [
              -72.07,
              47.61
            ],
            [
              -72.08,
              47.57
            ],
            [
              -72.13,
              47.57
            ],
            [
              -72.23,
              47.62
            ],
            [
              -72.29,
              47.63
            ],
            [
              -72.29,
              47.68
            ],
            [
              -72.27,
              47.7
            ],
            [
              -72.2,
              47.7
            ],
            [
              -72.19,
              47.71
            ],
            [
              -72.14,
              47.72
            ],
            [
              -72.12,
              47.74
            ],
            [
              -72.12,
              47.75
            ],
            [
              -72.07,
              47.8
            ],
            [
              -72.07,
              47.84
            ],
            [
              -72.08,
              47.85
            ],
            [
              -72.07,
              47.9
            ],
            [
              -72.02,
              47.94
            ]
          ]
        ]
      },
      "raw_probability": 0.1865,
      "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": "99efce80baa34c35addf699538e3bd4946846f4528d6d994cbc39e7ea8862ce8",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.1865,
        "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": "848760784c5f1e6293253802c4982d46557a150420d9388263da51633144fc1f",
        "signature": {
          "alg": "ed25519",
          "sig": "3c35b6627433ed14c7450f801e8ed1123bbdefe833bba4ca1fb0ec0e6fadb01e42f992f69e84e735af1f8614ab387fab0dbc0b3f443d40402aae1bf57ffff209"
        }
      },
      "receipt_sha256": "848760784c5f1e6293253802c4982d46557a150420d9388263da51633144fc1f"
    },
    {
      "storm_id": "273135",
      "lat": 44.9042,
      "lon": -71.9792,
      "motion_east": 4.7,
      "motion_south": 0.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 463.0,
      "ebshear": 42.0,
      "srh01": 61.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 61.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.9874
        },
        {
          "name": "alignment",
          "value": 0.638
        },
        {
          "name": "tau",
          "value": 1.866
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.184
      },
      "coherence_score": 1.8659553527832031,
      "coherence_diagnostics": {
        "tau": 1.8659553527832031,
        "grad_tau": 0.09883060306310654,
        "torsion": 0.0,
        "alignment": 0.6380462646484375,
        "S_field": 0.40273183584213257,
        "Gamma_field": 0.18239054083824158,
        "S_over_Gamma": 2.2080740928649902,
        "Da": 9.615711212158203,
        "E_coh": 0.6821420192718506,
        "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": [
          [
            [
              -71.98,
              44.94
            ],
            [
              -71.94,
              44.94
            ],
            [
              -71.93,
              44.93
            ],
            [
              -71.93,
              44.89
            ],
            [
              -71.97,
              44.86
            ],
            [
              -72.0,
              44.86
            ],
            [
              -72.01,
              44.87
            ],
            [
              -72.0,
              44.88
            ],
            [
              -72.0,
              44.9
            ],
            [
              -72.01,
              44.91
            ],
            [
              -72.0,
              44.93
            ],
            [
              -71.98,
              44.94
            ]
          ]
        ]
      },
      "raw_probability": 0.184,
      "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": "660f7d45f5c55c5ee0d58e856b2ad5999252203c85bdd0e86768f90b4d325176",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.184,
        "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": "b71c2579733fa892b7e3a57cdc7927a94a413cc0a5b842018130163cc468f3fc",
        "signature": {
          "alg": "ed25519",
          "sig": "800340f4c90e2736e3afc27a8eb64212bc68ca0b83446611bbfdae2d580e1bf09fd1a8386a4687029dabaee9b21a5dc4dfe8aa0ae8efac72cc06fd80ba370d0d"
        }
      },
      "receipt_sha256": "b71c2579733fa892b7e3a57cdc7927a94a413cc0a5b842018130163cc468f3fc"
    },
    {
      "storm_id": "272975",
      "lat": 39.78,
      "lon": -73.7373,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1211.0,
      "ebshear": 27.0,
      "srh01": 75.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 75.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.7374
        },
        {
          "name": "alignment",
          "value": 6.4129
        },
        {
          "name": "tau",
          "value": 1.9854
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1833
      },
      "coherence_score": 1.9854037761688232,
      "coherence_diagnostics": {
        "tau": 1.9854037761688232,
        "grad_tau": 0.43288132548332214,
        "torsion": 0.0,
        "alignment": 6.412868022918701,
        "S_field": 0.3578443229198456,
        "Gamma_field": 0.24405720829963684,
        "S_over_Gamma": 1.466231346130371,
        "Da": 14.37998104095459,
        "E_coh": 0.8276370167732239,
        "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": [
          [
            [
              -73.75,
              39.83
            ],
            [
              -73.7,
              39.83
            ],
            [
              -73.69,
              39.82
            ],
            [
              -73.68,
              39.76
            ],
            [
              -73.7,
              39.74
            ],
            [
              -73.7,
              39.73
            ],
            [
              -73.79,
              39.73
            ],
            [
              -73.79,
              39.75
            ],
            [
              -73.78,
              39.76
            ],
            [
              -73.78,
              39.8
            ],
            [
              -73.75,
              39.83
            ]
          ]
        ]
      },
      "raw_probability": 0.1833,
      "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": "78f2b8066c8f8e181c6a7c71bdf1938dc3d8715c4a2397af01e64e9da8bfdcf8",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.1833,
        "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": "07943a9171ac4d1c67e323d2d822b199149ffb04b6172cc23bfa771291905451",
        "signature": {
          "alg": "ed25519",
          "sig": "7bb2e2620f89d627fc07652b678d8a27b87a9587c51477c49e45b8a854da18c619a852e6fd723d76d86e19415de905b52f9490b2ae58ed5d57f5ea82c181440c"
        }
      },
      "receipt_sha256": "07943a9171ac4d1c67e323d2d822b199149ffb04b6172cc23bfa771291905451"
    },
    {
      "storm_id": "273083",
      "lat": 48.3444,
      "lon": -70.1289,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 101.0,
      "ebshear": 18.0,
      "srh01": 122.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 122.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.7374
        },
        {
          "name": "alignment",
          "value": -10.1631
        },
        {
          "name": "tau",
          "value": 0.6804
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1742
      },
      "coherence_score": 0.6803774237632751,
      "coherence_diagnostics": {
        "tau": 0.6803774237632751,
        "grad_tau": 0.5702735781669617,
        "torsion": 0.0,
        "alignment": -10.163104057312012,
        "S_field": 0.36440160870552063,
        "Gamma_field": 0.16989055275917053,
        "S_over_Gamma": 2.1449198722839355,
        "Da": 9.787297248840332,
        "E_coh": 0.4596477150917053,
        "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": [
          [
            [
              -70.15,
              48.39
            ],
            [
              -70.1,
              48.39
            ],
            [
              -70.08,
              48.36
            ],
            [
              -70.08,
              48.3
            ],
            [
              -70.11,
              48.28
            ],
            [
              -70.15,
              48.3
            ],
            [
              -70.17,
              48.32
            ],
            [
              -70.17,
              48.37
            ],
            [
              -70.15,
              48.39
            ]
          ]
        ]
      },
      "raw_probability": 0.1742,
      "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": "11292833b7e2282d0e880d0677590ceb8aa5adde14c4f5490e3e7e69d0684ad0",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.1742,
        "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": "22baad612d794cd812769328eed43c02b852a8b8f3e4751d1f9c4f6eca371978",
        "signature": {
          "alg": "ed25519",
          "sig": "237bb479134a36827388a9cffcb314cca64f805dc44a1ac7e5dcbd2358150bc6bdbe4046539757c7231ac171db370cfcb94df5beeb1fceba74012c57240b6a0a"
        }
      },
      "receipt_sha256": "22baad612d794cd812769328eed43c02b852a8b8f3e4751d1f9c4f6eca371978"
    },
    {
      "storm_id": "272485",
      "lat": 27.5605,
      "lon": -79.9133,
      "motion_east": 4.9,
      "motion_south": -3.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4240.0,
      "ebshear": 10.0,
      "srh01": 35.0,
      "maxllaz": 0.003,
      "mesh": 0.24,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.6124
        },
        {
          "name": "alignment",
          "value": -1.0212
        },
        {
          "name": "tau",
          "value": 3.0781
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.163
      },
      "coherence_score": 3.0780718326568604,
      "coherence_diagnostics": {
        "tau": 3.0780718326568604,
        "grad_tau": 0.29540130496025085,
        "torsion": 0.0,
        "alignment": -1.0211799144744873,
        "S_field": 1.040087103843689,
        "Gamma_field": 0.2015572041273117,
        "S_over_Gamma": 5.160257816314697,
        "Da": 12.816041946411133,
        "E_coh": 0.9774693846702576,
        "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": [
          [
            [
              -79.9,
              27.65
            ],
            [
              -79.87,
              27.65
            ],
            [
              -79.89,
              27.64
            ],
            [
              -79.89,
              27.56
            ],
            [
              -79.86,
              27.54
            ],
            [
              -79.86,
              27.48
            ],
            [
              -79.87,
              27.47
            ],
            [
              -79.87,
              27.45
            ],
            [
              -79.94,
              27.45
            ],
            [
              -79.95,
              27.46
            ],
            [
              -79.95,
              27.52
            ],
            [
              -79.94,
              27.53
            ],
            [
              -79.95,
              27.54
            ],
            [
              -79.94,
              27.55
            ],
            [
              -79.94,
              27.57
            ],
            [
              -79.96,
              27.59
            ],
            [
              -79.96,
              27.6
            ],
            [
              -79.93,
              27.62
            ],
            [
              -79.91,
              27.62
            ],
            [
              -79.9,
              27.63
            ],
            [
              -79.9,
              27.65
            ]
          ]
        ]
      },
      "raw_probability": 0.163,
      "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": "f5239ac2b8ff82160f932c5230ec7bc90484eab6cc225c7553a53a841beae1e0",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.163,
        "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": "7977bb2b4483d4c89593baa83ef704e6b40e7f643a499be4bfc3370e4a69cb9f",
        "signature": {
          "alg": "ed25519",
          "sig": "9b17caa55d9d054369c8ea0bf93dc0fb2357f91c280e226c126fd1ea8851530b95df6993c2946736c5d2da65284a0b438b9dc89db58ec8b22541f13f42d13e0f"
        }
      },
      "receipt_sha256": "7977bb2b4483d4c89593baa83ef704e6b40e7f643a499be4bfc3370e4a69cb9f"
    },
    {
      "storm_id": "272191",
      "lat": 39.7222,
      "lon": -73.9733,
      "motion_east": 4.4,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1504.0,
      "ebshear": 22.0,
      "srh01": 81.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 81.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.7374
        },
        {
          "name": "alignment",
          "value": 6.4129
        },
        {
          "name": "tau",
          "value": 1.9854
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1505
      },
      "coherence_score": 1.9854037761688232,
      "coherence_diagnostics": {
        "tau": 1.9854037761688232,
        "grad_tau": 0.43288132548332214,
        "torsion": 0.0,
        "alignment": 6.412868022918701,
        "S_field": 0.3578443229198456,
        "Gamma_field": 0.24405720829963684,
        "S_over_Gamma": 1.466231346130371,
        "Da": 14.37998104095459,
        "E_coh": 0.8276370167732239,
        "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": [
          [
            [
              -74.0,
              39.76
            ],
            [
              -73.95,
              39.76
            ],
            [
              -73.92,
              39.73
            ],
            [
              -73.92,
              39.69
            ],
            [
              -73.93,
              39.68
            ],
            [
              -74.0,
              39.68
            ],
            [
              -74.02,
              39.7
            ],
            [
              -74.02,
              39.74
            ],
            [
              -74.0,
              39.76
            ]
          ]
        ]
      },
      "raw_probability": 0.1505,
      "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": "4a3bbd93fd28e58adb0aa0dc786b85bae291363256ea7408cbd09f8b73d6ae78",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.1505,
        "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": "c5451d5209d8ebf306649d197ae1b705f76f4b96e54b542374b65809de6b0ac0",
        "signature": {
          "alg": "ed25519",
          "sig": "5867b4dec22de4494f2d288828192a16091208de289ab6278e52ab6251aebff8f2f925b49521e283dde33cb05ae85235a1f1a811cb7debceaea2768cf2c3910d"
        }
      },
      "receipt_sha256": "c5451d5209d8ebf306649d197ae1b705f76f4b96e54b542374b65809de6b0ac0"
    },
    {
      "storm_id": "272886",
      "lat": 27.1146,
      "lon": -80.0946,
      "motion_east": 2.7,
      "motion_south": -4.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3730.0,
      "ebshear": 12.0,
      "srh01": 67.0,
      "maxllaz": 0.002,
      "mesh": 0.3,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 67.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.7374
        },
        {
          "name": "alignment",
          "value": 0.4063
        },
        {
          "name": "tau",
          "value": 2.6628
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1471
      },
      "coherence_score": 2.6628100872039795,
      "coherence_diagnostics": {
        "tau": 2.6628100872039795,
        "grad_tau": 0.6821154952049255,
        "torsion": 0.0,
        "alignment": 0.40633857250213623,
        "S_field": 1.1202285289764404,
        "Gamma_field": 0.22072388231754303,
        "S_over_Gamma": 5.0752482414245605,
        "Da": 13.433856964111328,
        "E_coh": 0.9836323261260986,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.07,
              27.21
            ],
            [
              -80.05,
              27.2
            ],
            [
              -80.04,
              26.97
            ],
            [
              -80.06,
              26.95
            ],
            [
              -80.09,
              26.95
            ],
            [
              -80.14,
              27.03
            ],
            [
              -80.14,
              27.1
            ],
            [
              -80.13,
              27.11
            ],
            [
              -80.13,
              27.17
            ],
            [
              -80.12,
              27.19
            ],
            [
              -80.11,
              27.2
            ],
            [
              -80.08,
              27.2
            ],
            [
              -80.07,
              27.21
            ]
          ]
        ]
      },
      "raw_probability": 0.1471,
      "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": "3105ce3e879232fdb164faad275cd1206baa1bc5172d842bf30b43d29ef3f8ca",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.1471,
        "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": "209b9ec36ecd57228754aeafeaaf492fb42e05ac0408c9f7f373789275958057",
        "signature": {
          "alg": "ed25519",
          "sig": "7a194ccf4be2c843aee3a9c8ed93040ebcf05aa8a50423b64eed42e1fb26b82c4a02d8d51ab5d3e4736adad8cfefb252d7dc4e9d4353bdc773fcee724253e801"
        }
      },
      "receipt_sha256": "209b9ec36ecd57228754aeafeaaf492fb42e05ac0408c9f7f373789275958057"
    },
    {
      "storm_id": "272290",
      "lat": 33.0915,
      "lon": -79.8985,
      "motion_east": 5.1,
      "motion_south": -3.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2773.0,
      "ebshear": 21.0,
      "srh01": 67.0,
      "maxllaz": 0.002,
      "mesh": 0.19,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 67.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.2374
        },
        {
          "name": "alignment",
          "value": 0.789
        },
        {
          "name": "tau",
          "value": 1.8835
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1425
      },
      "coherence_score": 1.883530855178833,
      "coherence_diagnostics": {
        "tau": 1.883530855178833,
        "grad_tau": 0.2156110405921936,
        "torsion": 0.0,
        "alignment": 0.7889692783355713,
        "S_field": 0.4200367033481598,
        "Gamma_field": 0.27405720949172974,
        "S_over_Gamma": 1.5326606035232544,
        "Da": 16.351896286010742,
        "E_coh": 0.785869300365448,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.83,
              33.3
            ],
            [
              -79.81,
              33.3
            ],
            [
              -79.78,
              33.28
            ],
            [
              -79.77,
              33.26
            ],
            [
              -79.77,
              33.23
            ],
            [
              -79.83,
              33.18
            ],
            [
              -79.83,
              33.16
            ],
            [
              -79.82,
              33.15
            ],
            [
              -79.82,
              33.1
            ],
            [
              -79.84,
              33.07
            ],
            [
              -79.84,
              33.05
            ],
            [
              -79.85,
              33.04
            ],
            [
              -79.89,
              33.03
            ],
            [
              -79.92,
              32.99
            ],
            [
              -79.92,
              32.97
            ],
            [
              -79.93,
              32.96
            ],
            [
              -79.92,
              32.88
            ],
            [
              -79.93,
              32.86
            ],
            [
              -79.94,
              32.85
            ],
            [
              -79.99,
              32.85
            ],
            [
              -80.01,
              32.87
            ],
            [
              -80.01,
              32.93
            ],
            [
              -79.99,
              32.97
            ],
            [
              -79.99,
              33.01
            ],
            [
              -80.02,
              33.06
            ],
            [
              -80.02,
              33.11
            ],
            [
              -80.01,
              33.12
            ],
            [
              -79.95,
              33.12
            ],
            [
              -79.92,
              33.16
            ],
            [
              -79.92,
              33.2
            ],
            [
              -79.91,
              33.22
            ],
            [
              -79.87,
              33.26
            ],
            [
              -79.87,
              33.27
            ],
            [
              -79.83,
              33.3
            ]
          ]
        ]
      },
      "raw_probability": 0.1425,
      "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": "c0525e1885635869e014707b8ac3b57053862551d61ba6c544aabdb87e3b2dec",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.1425,
        "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": "a6feeee5f2af060d31bce120f62ca24c50a40e8d52e5edb6555201f4807451fa",
        "signature": {
          "alg": "ed25519",
          "sig": "90066107c6e20bc4797474e9b7a3cd861e8902d4530b822955309db2af064d616ff10e54c8d4934191f693a94e4cf0adb77bee699b3930e18d0b05293460510d"
        }
      },
      "receipt_sha256": "a6feeee5f2af060d31bce120f62ca24c50a40e8d52e5edb6555201f4807451fa"
    },
    {
      "storm_id": "272969",
      "lat": 29.47,
      "lon": -82.514,
      "motion_east": 4.3,
      "motion_south": 0.3,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1975.0,
      "ebshear": 9.0,
      "srh01": 79.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 79.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.8624
        },
        {
          "name": "alignment",
          "value": 1.0541
        },
        {
          "name": "tau",
          "value": 2.7356
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1384
      },
      "coherence_score": 2.7355573177337646,
      "coherence_diagnostics": {
        "tau": 2.7355573177337646,
        "grad_tau": 0.5308224558830261,
        "torsion": 0.0,
        "alignment": 1.0540587902069092,
        "S_field": 0.8782355189323425,
        "Gamma_field": 0.21155720949172974,
        "S_over_Gamma": 4.1512908935546875,
        "Da": 12.294767379760742,
        "E_coh": 0.9206214547157288,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.51,
              29.51
            ],
            [
              -82.49,
              29.51
            ],
            [
              -82.48,
              29.5
            ],
            [
              -82.48,
              29.46
            ],
            [
              -82.5,
              29.44
            ],
            [
              -82.5,
              29.43
            ],
            [
              -82.55,
              29.43
            ],
            [
              -82.56,
              29.44
            ],
            [
              -82.56,
              29.47
            ],
            [
              -82.51,
              29.51
            ]
          ]
        ]
      },
      "raw_probability": 0.1384,
      "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": "a97b1cbfe3299cf9523d5d019db21edbb459319a6a85a2c20fd22256182cf1c9",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.1384,
        "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": "eabef24c797379dd4934006b008c78201d5587d036456e806db04fba0159fb7c",
        "signature": {
          "alg": "ed25519",
          "sig": "2944b8a7e1c266f231a64004ecc540a144e9d5b5bc258f813c03034fccc4754c758654e9961d0c163185acb80ef9e786a8c06b17633a3c96bec07c32cca95609"
        }
      },
      "receipt_sha256": "eabef24c797379dd4934006b008c78201d5587d036456e806db04fba0159fb7c"
    },
    {
      "storm_id": "273113",
      "lat": 32.4671,
      "lon": -81.4683,
      "motion_east": 6.7,
      "motion_south": -3.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1590.0,
      "ebshear": 20.0,
      "srh01": 55.0,
      "maxllaz": 0.004,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.6124
        },
        {
          "name": "alignment",
          "value": 3.1765
        },
        {
          "name": "tau",
          "value": 1.8404
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1291
      },
      "coherence_score": 1.8403687477111816,
      "coherence_diagnostics": {
        "tau": 1.8403687477111816,
        "grad_tau": 0.15653182566165924,
        "torsion": 0.0,
        "alignment": 3.176455497741699,
        "S_field": 0.5620400309562683,
        "Gamma_field": 0.24739055335521698,
        "S_over_Gamma": 2.2718734741210938,
        "Da": 14.420157432556152,
        "E_coh": 0.9353410005569458,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.48,
              32.57
            ],
            [
              -81.45,
              32.57
            ],
            [
              -81.42,
              32.55
            ],
            [
              -81.33,
              32.55
            ],
            [
              -81.31,
              32.54
            ],
            [
              -81.3,
              32.52
            ],
            [
              -81.3,
              32.49
            ],
            [
              -81.34,
              32.46
            ],
            [
              -81.38,
              32.39
            ],
            [
              -81.44,
              32.39
            ],
            [
              -81.47,
              32.41
            ],
            [
              -81.51,
              32.37
            ],
            [
              -81.51,
              32.35
            ],
            [
              -81.53,
              32.31
            ],
            [
              -81.58,
              32.31
            ],
            [
              -81.58,
              32.4
            ],
            [
              -81.6,
              32.43
            ],
            [
              -81.6,
              32.46
            ],
            [
              -81.57,
              32.49
            ],
            [
              -81.54,
              32.49
            ],
            [
              -81.52,
              32.5
            ],
            [
              -81.5,
              32.53
            ],
            [
              -81.5,
              32.56
            ],
            [
              -81.48,
              32.57
            ]
          ]
        ]
      },
      "raw_probability": 0.1291,
      "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": "b67d5b97b48febead2aedcefdb40a400bb9a68af057f6ed666b5917ff63f73ac",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.1291,
        "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": "79540e6d32240c31047c7cb98d6f15b05103455e59aab837b3783dde77ca1906",
        "signature": {
          "alg": "ed25519",
          "sig": "5de03528155b300211c2627880770f73a3f06c49618175dda3ebcb444f3cd6dca7046210cea99e291fb0c144b5b5c7823db76b875b6f6697e734e1045686fd08"
        }
      },
      "receipt_sha256": "79540e6d32240c31047c7cb98d6f15b05103455e59aab837b3783dde77ca1906"
    },
    {
      "storm_id": "272971",
      "lat": 25.8216,
      "lon": -80.3527,
      "motion_east": 4.2,
      "motion_south": -1.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2431.0,
      "ebshear": 23.0,
      "srh01": 63.0,
      "maxllaz": 0.006,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 63.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.8624
        },
        {
          "name": "alignment",
          "value": 0.5064
        },
        {
          "name": "tau",
          "value": 1.7431
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1278
      },
      "coherence_score": 1.7431195974349976,
      "coherence_diagnostics": {
        "tau": 1.7431195974349976,
        "grad_tau": 1.331776738166809,
        "torsion": 0.0,
        "alignment": 0.5064221620559692,
        "S_field": 1.3021659851074219,
        "Gamma_field": 0.19989053905010223,
        "S_over_Gamma": 6.514395236968994,
        "Da": 12.115946769714355,
        "E_coh": 0.9882411956787109,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.51,
              25.91
            ],
            [
              -80.48,
              25.9
            ],
            [
              -80.49,
              25.89
            ],
            [
              -80.47,
              25.87
            ],
            [
              -80.42,
              25.87
            ],
            [
              -80.4,
              25.89
            ],
            [
              -80.39,
              25.88
            ],
            [
              -80.37,
              25.9
            ],
            [
              -80.32,
              25.9
            ],
            [
              -80.3,
              25.89
            ],
            [
              -80.28,
              25.84
            ],
            [
              -80.26,
              25.83
            ],
            [
              -80.25,
              25.81
            ],
            [
              -80.23,
              25.8
            ],
            [
              -80.21,
              25.8
            ],
            [
              -80.2,
              25.81
            ],
            [
              -80.17,
              25.78
            ],
            [
              -80.17,
              25.76
            ],
            [
              -80.18,
              25.75
            ],
            [
              -80.17,
              25.74
            ],
            [
              -80.22,
              25.7
            ],
            [
              -80.26,
              25.72
            ],
            [
              -80.28,
              25.71
            ],
            [
              -80.31,
              25.73
            ],
            [
              -80.33,
              25.73
            ],
            [
              -80.35,
              25.75
            ],
            [
              -80.35,
              25.76
            ],
            [
              -80.38,
              25.79
            ],
            [
              -80.39,
              25.79
            ],
            [
              -80.4,
              25.82
            ],
            [
              -80.42,
              25.84
            ],
            [
              -80.5,
              25.83
            ],
            [
              -80.51,
              25.84
            ],
            [
              -80.51,
              25.86
            ],
            [
              -80.54,
              25.9
            ],
            [
              -80.52,
              25.9
            ],
            [
              -80.51,
              25.91
            ]
          ]
        ]
      },
      "raw_probability": 0.1278,
      "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": "79f9008bce5a6bf0989fb8497cea8b469a9698a1389605b70aace03dd48a889f",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.1278,
        "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": "0362b0196fb2507f1b08eaa8de56b03cc875399b76d07cb714ea762c6de43a61",
        "signature": {
          "alg": "ed25519",
          "sig": "4a0488615ba57c44f836b7aca75d1a519389538c37cff478126fffe1b60c5030637d865974c49b4ffdfb087e4e48b54b9131f3ba944ce0c3f96884ae08a78c07"
        }
      },
      "receipt_sha256": "0362b0196fb2507f1b08eaa8de56b03cc875399b76d07cb714ea762c6de43a61"
    },
    {
      "storm_id": "272539",
      "lat": 35.4881,
      "lon": -76.5844,
      "motion_east": 4.7,
      "motion_south": -4.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2109.0,
      "ebshear": 18.0,
      "srh01": 60.0,
      "maxllaz": 0.005,
      "mesh": 0.22,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 60.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.4874
        },
        {
          "name": "alignment",
          "value": -0.7868
        },
        {
          "name": "tau",
          "value": 2.3844
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.125
      },
      "coherence_score": 2.3843557834625244,
      "coherence_diagnostics": {
        "tau": 2.3843557834625244,
        "grad_tau": 0.2898057699203491,
        "torsion": 0.0,
        "alignment": -0.7867714166641235,
        "S_field": 1.0322965383529663,
        "Gamma_field": 0.2473905384540558,
        "S_over_Gamma": 4.172740459442139,
        "Da": 15.01113224029541,
        "E_coh": 0.9647253155708313,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.57,
              35.63
            ],
            [
              -76.55,
              35.61
            ],
            [
              -76.55,
              35.59
            ],
            [
              -76.54,
              35.58
            ],
            [
              -76.55,
              35.56
            ],
            [
              -76.52,
              35.53
            ],
            [
              -76.49,
              35.52
            ],
            [
              -76.49,
              35.48
            ],
            [
              -76.52,
              35.45
            ],
            [
              -76.55,
              35.45
            ],
            [
              -76.56,
              35.44
            ],
            [
              -76.57,
              35.42
            ],
            [
              -76.56,
              35.36
            ],
            [
              -76.58,
              35.34
            ],
            [
              -76.59,
              35.34
            ],
            [
              -76.6,
              35.35
            ],
            [
              -76.64,
              35.35
            ],
            [
              -76.66,
              35.37
            ],
            [
              -76.67,
              35.39
            ],
            [
              -76.67,
              35.47
            ],
            [
              -76.66,
              35.48
            ],
            [
              -76.66,
              35.5
            ],
            [
              -76.65,
              35.51
            ],
            [
              -76.63,
              35.59
            ],
            [
              -76.6,
              35.62
            ],
            [
              -76.58,
              35.62
            ],
            [
              -76.57,
              35.63
            ]
          ]
        ]
      },
      "raw_probability": 0.125,
      "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": "1cab600f57951016c0b4bd619177c26235366a7f52e26e839e3aac1219cda82d",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.125,
        "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": "5afcc4a510435d1bf3aaa0b9f92f6ad1fd102785d0fa634a3a978246343e89c9",
        "signature": {
          "alg": "ed25519",
          "sig": "465ad6daffad46f0e25dfe9b6a9f3a4d2289a08137221c126f32fafb72b74c7f1cf18dac1f8e2eade9f41eb2c80cb99652c184ce1290a9493fed5fa026ecb20f"
        }
      },
      "receipt_sha256": "5afcc4a510435d1bf3aaa0b9f92f6ad1fd102785d0fa634a3a978246343e89c9"
    },
    {
      "storm_id": "272844",
      "lat": 27.023,
      "lon": -83.891,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2728.0,
      "ebshear": 3.0,
      "srh01": 5.0,
      "maxllaz": 0.001,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.2374
        },
        {
          "name": "alignment",
          "value": -3.4175
        },
        {
          "name": "tau",
          "value": 2.4594
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1229
      },
      "coherence_score": 2.4593849182128906,
      "coherence_diagnostics": {
        "tau": 2.4593849182128906,
        "grad_tau": 0.6354501843452454,
        "torsion": 0.0,
        "alignment": -3.4175307750701904,
        "S_field": 0.9290034770965576,
        "Gamma_field": 0.22072388231754303,
        "S_over_Gamma": 4.2088942527771,
        "Da": 14.07955265045166,
        "E_coh": 0.943085253238678,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.89,
              27.05
            ],
            [
              -83.87,
              27.05
            ],
            [
              -83.85,
              27.02
            ],
            [
              -83.85,
              26.96
            ],
            [
              -83.86,
              26.96
            ],
            [
              -83.92,
              27.03
            ],
            [
              -83.94,
              27.03
            ],
            [
              -83.94,
              27.04
            ],
            [
              -83.9,
              27.04
            ],
            [
              -83.89,
              27.05
            ]
          ]
        ]
      },
      "raw_probability": 0.1229,
      "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": "0b10b45a4b06a24adc90071545d0c2e859c0c1e2514dca6ff863565821e73e80",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.1229,
        "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": "0efab207359f8e23d8559a0f30d79a883be0fffc2dbd6360587990c97cbb3f72",
        "signature": {
          "alg": "ed25519",
          "sig": "75473c1fa07d6b4719333f264da224d1eaed5b2064663463b04c065292dbffdcdd7649ad639054de356fa2ed6009a02427851c7751d51204d7e4a6fc36385c08"
        }
      },
      "receipt_sha256": "0efab207359f8e23d8559a0f30d79a883be0fffc2dbd6360587990c97cbb3f72"
    },
    {
      "storm_id": "273047",
      "lat": 32.4145,
      "lon": -81.2118,
      "motion_east": 6.8,
      "motion_south": -2.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1794.0,
      "ebshear": 16.0,
      "srh01": 57.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 57.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.6124
        },
        {
          "name": "alignment",
          "value": 3.1765
        },
        {
          "name": "tau",
          "value": 1.8404
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1155
      },
      "coherence_score": 1.8403687477111816,
      "coherence_diagnostics": {
        "tau": 1.8403687477111816,
        "grad_tau": 0.15653182566165924,
        "torsion": 0.0,
        "alignment": 3.176455497741699,
        "S_field": 0.5620400309562683,
        "Gamma_field": 0.24739055335521698,
        "S_over_Gamma": 2.2718734741210938,
        "Da": 14.420157432556152,
        "E_coh": 0.9353410005569458,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.24,
              32.47
            ],
            [
              -81.21,
              32.47
            ],
            [
              -81.18,
              32.44
            ],
            [
              -81.16,
              32.4
            ],
            [
              -81.16,
              32.36
            ],
            [
              -81.17,
              32.35
            ],
            [
              -81.21,
              32.35
            ],
            [
              -81.24,
              32.38
            ],
            [
              -81.26,
              32.42
            ],
            [
              -81.26,
              32.45
            ],
            [
              -81.24,
              32.47
            ]
          ]
        ]
      },
      "raw_probability": 0.1155,
      "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": "0ed35023c076f01fc67034569330f37d3550058405ebe90d81febf82c7e21d4d",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.1155,
        "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": "1be4d467ad1c91e675e7ce0ad0631096937c580221a3f63e3abf5fcd88b09956",
        "signature": {
          "alg": "ed25519",
          "sig": "b96a147b98e64e8026b39b744d75d23dac1fce605020f440d42d42e8df6014c8d09dc74c7669badc5220e4a00381608e3e27051378041fc011a68cfa1d076a03"
        }
      },
      "receipt_sha256": "1be4d467ad1c91e675e7ce0ad0631096937c580221a3f63e3abf5fcd88b09956"
    },
    {
      "storm_id": "271055",
      "lat": 24.1783,
      "lon": -77.6106,
      "motion_east": 0.1,
      "motion_south": 0.7,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3732.0,
      "ebshear": 21.0,
      "srh01": 130.0,
      "maxllaz": 0.0,
      "mesh": 0.5,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 130.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.4874
        },
        {
          "name": "alignment",
          "value": 2.8223
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1144
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.6519098281860352,
        "torsion": 0.0,
        "alignment": 2.822296142578125,
        "S_field": 1.2310782670974731,
        "Gamma_field": 0.2565572261810303,
        "S_over_Gamma": 4.798454761505127,
        "Da": 15.456328392028809,
        "E_coh": 0.9810936450958252,
        "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": 7,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.59,
              24.24
            ],
            [
              -77.56,
              24.24
            ],
            [
              -77.54,
              24.23
            ],
            [
              -77.52,
              24.2
            ],
            [
              -77.52,
              24.18
            ],
            [
              -77.54,
              24.15
            ],
            [
              -77.55,
              24.11
            ],
            [
              -77.57,
              24.1
            ],
            [
              -77.63,
              24.1
            ],
            [
              -77.63,
              24.11
            ],
            [
              -77.67,
              24.15
            ],
            [
              -77.72,
              24.14
            ],
            [
              -77.72,
              24.18
            ],
            [
              -77.7,
              24.2
            ],
            [
              -77.68,
              24.2
            ],
            [
              -77.65,
              24.22
            ],
            [
              -77.61,
              24.22
            ],
            [
              -77.59,
              24.24
            ]
          ]
        ]
      },
      "raw_probability": 0.1144,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "f179c3dc4d5a7db2393c07b0d03b413117fc6254ef5caa807ba861b830439261",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.1144,
        "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": "40af9ed7a09aba20621f25d574f2e85c6f0513be459b5318ae48ca85cf22a7cf",
        "signature": {
          "alg": "ed25519",
          "sig": "abe0fee9336a23f8a71dc48b6c2dfff4c03af9f08e78477bb43c31fcc0a629c943fcb86fdb334ac79b730eeb2c81c2a782992b45d15fc81ed158340917407306"
        }
      },
      "receipt_sha256": "40af9ed7a09aba20621f25d574f2e85c6f0513be459b5318ae48ca85cf22a7cf"
    },
    {
      "storm_id": "272926",
      "lat": 29.609,
      "lon": -78.318,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3321.0,
      "ebshear": 8.0,
      "srh01": 27.0,
      "maxllaz": 0.001,
      "mesh": 0.13,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.9874
        },
        {
          "name": "alignment",
          "value": -6.2708
        },
        {
          "name": "tau",
          "value": 2.4473
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.113
      },
      "coherence_score": 2.447284698486328,
      "coherence_diagnostics": {
        "tau": 2.447284698486328,
        "grad_tau": 0.16496387124061584,
        "torsion": 0.0,
        "alignment": -6.270796775817871,
        "S_field": 0.09770943224430084,
        "Gamma_field": 0.6348905563354492,
        "S_over_Gamma": 0.1538996398448944,
        "Da": 41.0954475402832,
        "E_coh": 0.2545779049396515,
        "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": [
          [
            [
              -78.32,
              29.66
            ],
            [
              -78.28,
              29.65
            ],
            [
              -78.26,
              29.63
            ],
            [
              -78.26,
              29.59
            ],
            [
              -78.3,
              29.56
            ],
            [
              -78.34,
              29.56
            ],
            [
              -78.36,
              29.57
            ],
            [
              -78.37,
              29.59
            ],
            [
              -78.37,
              29.62
            ],
            [
              -78.32,
              29.66
            ]
          ]
        ]
      },
      "raw_probability": 0.113,
      "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": "ec1a3ac855a4975f6bf6b375a45b3f351160740545346ac11b81659bc0f4bdf1",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.113,
        "probability": 0.001923,
        "confidence_lo": 0.001696,
        "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": "d6e860b0020d1f927ee7da94519fe5afbb1d41576bd86d8d3a2b8d8a8e6a6582",
        "signature": {
          "alg": "ed25519",
          "sig": "b036a63486f63acfd082f28c949c47a8f08e589a4f2ae9bb05118941b719cf81ff3248b764cb2b1497d8eb3a066b82b783d92dd3551d6d527308705c4fc68706"
        }
      },
      "receipt_sha256": "d6e860b0020d1f927ee7da94519fe5afbb1d41576bd86d8d3a2b8d8a8e6a6582"
    },
    {
      "storm_id": "273099",
      "lat": 28.3941,
      "lon": -84.9176,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3412.0,
      "ebshear": 13.0,
      "srh01": 35.0,
      "maxllaz": 0.001,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.9874
        },
        {
          "name": "alignment",
          "value": -1.2361
        },
        {
          "name": "tau",
          "value": 2.9705
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1118
      },
      "coherence_score": 2.970470905303955,
      "coherence_diagnostics": {
        "tau": 2.970470905303955,
        "grad_tau": 0.16492809355258942,
        "torsion": 0.0,
        "alignment": -1.2360981702804565,
        "S_field": 1.0890774726867676,
        "Gamma_field": 0.19822387397289276,
        "S_over_Gamma": 5.4941792488098145,
        "Da": 11.386242866516113,
        "E_coh": 0.9573456645011902,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.88,
              28.44
            ],
            [
              -84.87,
              28.44
            ],
            [
              -84.86,
              28.44
            ],
            [
              -84.85,
              28.44
            ],
            [
              -84.84,
              28.44
            ],
            [
              -84.84,
              28.43
            ],
            [
              -84.83,
              28.42
            ],
            [
              -84.84,
              28.41
            ],
            [
              -84.85,
              28.41
            ],
            [
              -84.86,
              28.41
            ],
            [
              -84.87,
              28.41
            ],
            [
              -84.88,
              28.41
            ],
            [
              -84.89,
              28.41
            ],
            [
              -84.9,
              28.41
            ],
            [
              -84.91,
              28.4
            ],
            [
              -84.92,
              28.41
            ],
            [
              -84.93,
              28.4
            ],
            [
              -84.93,
              28.39
            ],
            [
              -84.93,
              28.38
            ],
            [
              -84.93,
              28.37
            ],
            [
              -84.93,
              28.36
            ],
            [
              -84.93,
              28.35
            ],
            [
              -84.93,
              28.34
            ],
            [
              -84.94,
              28.34
            ],
            [
              -84.95,
              28.34
            ],
            [
              -84.96,
              28.34
            ],
            [
              -84.97,
              28.34
            ],
            [
              -84.98,
              28.34
            ],
            [
              -84.98,
              28.35
            ],
            [
              -84.97,
              28.35
            ],
            [
              -84.96,
              28.36
            ],
            [
              -84.95,
              28.37
            ],
            [
              -84.96,
              28.38
            ],
            [
              -84.97,
              28.38
            ],
            [
              -84.98,
              28.38
            ],
            [
              -84.97,
              28.38
            ],
            [
              -84.96,
              28.38
            ],
            [
              -84.95,
              28.39
            ],
            [
              -84.95,
              28.4
            ],
            [
              -84.96,
              28.41
            ],
            [
              -84.95,
              28.41
            ],
            [
              -84.94,
              28.41
            ],
            [
              -84.93,
              28.41
            ],
            [
              -84.92,
              28.41
            ],
            [
              -84.91,
              28.41
            ],
            [
              -84.9,
              28.42
            ],
            [
              -84.89,
              28.42
            ],
            [
              -84.88,
              28.43
            ],
            [
              -84.88,
              28.44
            ]
          ]
        ]
      },
      "raw_probability": 0.1118,
      "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": "e9ac4b2f5440a3c303f74f75b06b05eeb8fef66f79fc0ef4b85a20d6d6b9ba14",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.1118,
        "probability": 0.001923,
        "confidence_lo": 0.001696,
        "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": "a3763d6c066a75278f3554c9c61d435361f09dc30f3f18b90fa8e8b5404f5925",
        "signature": {
          "alg": "ed25519",
          "sig": "efa5b2a7a0095ff97c0f0b2260d0783758ee6f5489093bc6ccdce46a65e800ab3e1d2f5a65959223212479c436237b7253650f00ec1e259f54a8c277108e5d03"
        }
      },
      "receipt_sha256": "a3763d6c066a75278f3554c9c61d435361f09dc30f3f18b90fa8e8b5404f5925"
    },
    {
      "storm_id": "273136",
      "lat": 44.5811,
      "lon": -72.22,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 595.0,
      "ebshear": 47.0,
      "srh01": 47.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 47.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.9874
        },
        {
          "name": "alignment",
          "value": 0.638
        },
        {
          "name": "tau",
          "value": 1.866
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.106
      },
      "coherence_score": 1.8659553527832031,
      "coherence_diagnostics": {
        "tau": 1.8659553527832031,
        "grad_tau": 0.09883060306310654,
        "torsion": 0.0,
        "alignment": 0.6380462646484375,
        "S_field": 0.40273183584213257,
        "Gamma_field": 0.18239054083824158,
        "S_over_Gamma": 2.2080740928649902,
        "Da": 9.615711212158203,
        "E_coh": 0.6821420192718506,
        "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": [
          [
            [
              -72.24,
              44.61
            ],
            [
              -72.21,
              44.61
            ],
            [
              -72.2,
              44.6
            ],
            [
              -72.19,
              44.58
            ],
            [
              -72.19,
              44.54
            ],
            [
              -72.22,
              44.54
            ],
            [
              -72.25,
              44.56
            ],
            [
              -72.24,
              44.58
            ],
            [
              -72.24,
              44.61
            ]
          ]
        ]
      },
      "raw_probability": 0.106,
      "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": "e687896ff90fc2c08f0451a8030b347ed0d1bbd9c51b68a714d04a13b4f24c93",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.106,
        "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": "0d33c2976a5e32b5de01408bec0fb3f2c01a94a85d02fda6f27f20ff8aad4b10",
        "signature": {
          "alg": "ed25519",
          "sig": "486dd4cf3bd5f5194e66c7ca79917108b824c1d080d51cc1a30c13f7fa4856b4897bb52f9d7d6dff9c18d5a45392d5441f252a6feb45e6ada555e1f2df2a0505"
        }
      },
      "receipt_sha256": "0d33c2976a5e32b5de01408bec0fb3f2c01a94a85d02fda6f27f20ff8aad4b10"
    },
    {
      "storm_id": "273009",
      "lat": 47.891,
      "lon": -72.729,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 49.0,
      "ebshear": 23.0,
      "srh01": 0.0,
      "maxllaz": 0.015,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.4874
        },
        {
          "name": "alignment",
          "value": -5.6313
        },
        {
          "name": "tau",
          "value": 1.1167
        },
        {
          "name": "maxllaz",
          "value": 0.015
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0988
      },
      "coherence_score": 1.1167455911636353,
      "coherence_diagnostics": {
        "tau": 1.1167455911636353,
        "grad_tau": 0.40369749069213867,
        "torsion": 0.0,
        "alignment": -5.631301403045654,
        "S_field": 0.3678770959377289,
        "Gamma_field": 0.1623905450105667,
        "S_over_Gamma": 2.2653849124908447,
        "Da": 9.2487211227417,
        "E_coh": 0.26151007413864136,
        "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": [
          [
            [
              -72.75,
              48.0
            ],
            [
              -72.68,
              48.0
            ],
            [
              -72.66,
              47.99
            ],
            [
              -72.64,
              47.97
            ],
            [
              -72.64,
              47.94
            ],
            [
              -72.63,
              47.93
            ],
            [
              -72.66,
              47.9
            ],
            [
              -72.66,
              47.85
            ],
            [
              -72.67,
              47.84
            ],
            [
              -72.67,
              47.81
            ],
            [
              -72.68,
              47.81
            ],
            [
              -72.72,
              47.77
            ],
            [
              -72.77,
              47.77
            ],
            [
              -72.8,
              47.8
            ],
            [
              -72.81,
              47.8
            ],
            [
              -72.84,
              47.84
            ],
            [
              -72.84,
              47.89
            ],
            [
              -72.83,
              47.91
            ],
            [
              -72.81,
              47.93
            ],
            [
              -72.8,
              47.96
            ],
            [
              -72.75,
              48.0
            ]
          ]
        ]
      },
      "raw_probability": 0.0988,
      "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": "f781bdd4e8fdf143d23d6596163a08ce86fabfdacc492708810fa8ca6ba72a34",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0988,
        "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": "3b1fbfdd58ad78ce3f7cab9b12b8c890f243d45d21dc71ff4ffd1830d516bfa9",
        "signature": {
          "alg": "ed25519",
          "sig": "0a5efd41840121a7ee9b06e727e80c5108d63075c554b07bd017431004fbce48141fe97f23f4584d3cc8fe9d615e19db26c18f8e3dd947d78180f2a1ef44f50e"
        }
      },
      "receipt_sha256": "3b1fbfdd58ad78ce3f7cab9b12b8c890f243d45d21dc71ff4ffd1830d516bfa9"
    },
    {
      "storm_id": "272459",
      "lat": 28.735,
      "lon": -83.9942,
      "motion_east": 8.5,
      "motion_south": -1.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2533.0,
      "ebshear": 15.0,
      "srh01": 41.0,
      "maxllaz": 0.002,
      "mesh": 0.14,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.7374
        },
        {
          "name": "alignment",
          "value": 3.0924
        },
        {
          "name": "tau",
          "value": 2.5989
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0964
      },
      "coherence_score": 2.5988688468933105,
      "coherence_diagnostics": {
        "tau": 2.5988688468933105,
        "grad_tau": 0.48676684498786926,
        "torsion": 0.0,
        "alignment": 3.092399835586548,
        "S_field": 0.49456799030303955,
        "Gamma_field": 0.23739053308963776,
        "S_over_Gamma": 2.0833518505096436,
        "Da": 13.83409595489502,
        "E_coh": 0.9421629905700684,
        "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": [
          [
            [
              -83.98,
              28.81
            ],
            [
              -83.92,
              28.81
            ],
            [
              -83.92,
              28.77
            ],
            [
              -83.91,
              28.75
            ],
            [
              -83.96,
              28.72
            ],
            [
              -84.0,
              28.64
            ],
            [
              -84.02,
              28.65
            ],
            [
              -84.05,
              28.65
            ],
            [
              -84.09,
              28.69
            ],
            [
              -84.09,
              28.74
            ],
            [
              -84.01,
              28.78
            ],
            [
              -83.98,
              28.81
            ]
          ]
        ]
      },
      "raw_probability": 0.0964,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "378fdfeec8dfdca387e75349e063ed657daffda221ac9b6696f3a26e1a6e844d",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0964,
        "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": "b433d28e64bf605aad3d7c1ebf285a325712503d5f1414348fef710097c51702",
        "signature": {
          "alg": "ed25519",
          "sig": "d74c4dd09e075a2fe7319bf2a0e4fbfb6fc48cc1ae8a1c5ef81fecaf688c5b81914a34b4866eb0399b304780cfb61caa8ed57244aba09e17c8b6b9035b418606"
        }
      },
      "receipt_sha256": "b433d28e64bf605aad3d7c1ebf285a325712503d5f1414348fef710097c51702"
    },
    {
      "storm_id": "273014",
      "lat": 39.021,
      "lon": -75.239,
      "motion_east": 4.9,
      "motion_south": 0.9,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2004.0,
      "ebshear": 31.0,
      "srh01": 61.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 61.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.4874
        },
        {
          "name": "alignment",
          "value": 3.9169
        },
        {
          "name": "tau",
          "value": 1.81
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0955
      },
      "coherence_score": 1.810006856918335,
      "coherence_diagnostics": {
        "tau": 1.810006856918335,
        "grad_tau": 0.5495402216911316,
        "torsion": 0.0,
        "alignment": 3.9168591499328613,
        "S_field": 0.5369848012924194,
        "Gamma_field": 0.22822387516498566,
        "S_over_Gamma": 2.352886199951172,
        "Da": 13.627424240112305,
        "E_coh": 0.9047935009002686,
        "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": [
          [
            [
              -75.23,
              39.06
            ],
            [
              -75.21,
              39.06
            ],
            [
              -75.2,
              39.05
            ],
            [
              -75.2,
              39.01
            ],
            [
              -75.23,
              38.97
            ],
            [
              -75.26,
              38.97
            ],
            [
              -75.28,
              38.99
            ],
            [
              -75.28,
              39.01
            ],
            [
              -75.27,
              39.03
            ],
            [
              -75.23,
              39.06
            ]
          ]
        ]
      },
      "raw_probability": 0.0955,
      "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": "9727b79fdb65aed8ade3b515be46d1a071991f72280531c5e59b06fae019f752",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0955,
        "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": "8c383a392e108c7732b6edf6d1db8ffc64f8f2c963b3d4831c48525f0d4b094b",
        "signature": {
          "alg": "ed25519",
          "sig": "4a2597f727efc4c0a214c2b45fc0c870eb4c6934f596814c690cb4c0e326c5fc44df557e3e5fc089609a3bd96c0b30e0d19076be44016eefce41ad942b897003"
        }
      },
      "receipt_sha256": "8c383a392e108c7732b6edf6d1db8ffc64f8f2c963b3d4831c48525f0d4b094b"
    },
    {
      "storm_id": "273118",
      "lat": 28.4933,
      "lon": -78.6167,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2218.0,
      "ebshear": 16.0,
      "srh01": 50.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.2374
        },
        {
          "name": "alignment",
          "value": -1.8605
        },
        {
          "name": "tau",
          "value": 2.7876
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0894
      },
      "coherence_score": 2.7875635623931885,
      "coherence_diagnostics": {
        "tau": 2.7875635623931885,
        "grad_tau": 0.20922516286373138,
        "torsion": 0.0,
        "alignment": -1.8604553937911987,
        "S_field": 0.7336973547935486,
        "Gamma_field": 0.2507238984107971,
        "S_over_Gamma": 2.926316022872925,
        "Da": 14.693761825561523,
        "E_coh": 0.9428973197937012,
        "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": [
          [
            [
              -78.62,
              28.53
            ],
            [
              -78.6,
              28.53
            ],
            [
              -78.58,
              28.51
            ],
            [
              -78.58,
              28.48
            ],
            [
              -78.61,
              28.47
            ],
            [
              -78.63,
              28.45
            ],
            [
              -78.65,
              28.45
            ],
            [
              -78.66,
              28.49
            ],
            [
              -78.62,
              28.53
            ]
          ]
        ]
      },
      "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": "2026-08-03T20:59:00Z",
        "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": "6fae95a11a1f04831f7f56a33fe3c5cf8992e6dc4ef45028d63d510bdec35f3e",
        "signature": {
          "alg": "ed25519",
          "sig": "7843be6ce37314e200523b442763d75f1833c2183e09de4bdb7fceb1e58f66279882e240529e28da1b8e135cb5e9dc9e4fbe97329e6ff92c43b702c75ebc2305"
        }
      },
      "receipt_sha256": "6fae95a11a1f04831f7f56a33fe3c5cf8992e6dc4ef45028d63d510bdec35f3e"
    },
    {
      "storm_id": "271788",
      "lat": 30.511,
      "lon": -83.389,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2762.0,
      "ebshear": 16.0,
      "srh01": 66.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 66.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.9874
        },
        {
          "name": "alignment",
          "value": 4.1715
        },
        {
          "name": "tau",
          "value": 1.9289
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0874
      },
      "coherence_score": 1.9289486408233643,
      "coherence_diagnostics": {
        "tau": 1.9289486408233643,
        "grad_tau": 0.4364016652107239,
        "torsion": 0.0,
        "alignment": 4.171487331390381,
        "S_field": 0.21104970574378967,
        "Gamma_field": 0.2548905611038208,
        "S_over_Gamma": 0.8280012607574463,
        "Da": 15.538115501403809,
        "E_coh": 0.7196729779243469,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.41,
              30.56
            ],
            [
              -83.4,
              30.55
            ],
            [
              -83.35,
              30.55
            ],
            [
              -83.34,
              30.53
            ],
            [
              -83.34,
              30.48
            ],
            [
              -83.36,
              30.45
            ],
            [
              -83.42,
              30.45
            ],
            [
              -83.43,
              30.46
            ],
            [
              -83.43,
              30.52
            ],
            [
              -83.41,
              30.56
            ]
          ]
        ]
      },
      "raw_probability": 0.0874,
      "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": "c84f5bd5129df127984e4516c3a570500318d25953cb8d496fda9036b3963b25",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0874,
        "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": "8b19ed5140ab6294e0f6891437cad05ec2de0f6b86b4814cd0567393e8f774b9",
        "signature": {
          "alg": "ed25519",
          "sig": "c204548309c51cd9e5dfd67ee1b39f301ddd6aca0b60268bb5a5f9385ae3801465112ae20d0bef418061857d8f773a4f309d89404833e5c95d6e5a3e3432f60a"
        }
      },
      "receipt_sha256": "8b19ed5140ab6294e0f6891437cad05ec2de0f6b86b4814cd0567393e8f774b9"
    },
    {
      "storm_id": "273105",
      "lat": 39.4479,
      "lon": -74.7354,
      "motion_east": 5.7,
      "motion_south": 1.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2090.0,
      "ebshear": 29.0,
      "srh01": 59.0,
      "maxllaz": 0.004,
      "mesh": 0.19,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 59.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.2374
        },
        {
          "name": "alignment",
          "value": 1.4822
        },
        {
          "name": "tau",
          "value": 1.6993
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0874
      },
      "coherence_score": 1.6992645263671875,
      "coherence_diagnostics": {
        "tau": 1.6992645263671875,
        "grad_tau": 0.5077416300773621,
        "torsion": 0.0,
        "alignment": 1.4821990728378296,
        "S_field": 0.28874146938323975,
        "Gamma_field": 0.3007239103317261,
        "S_over_Gamma": 0.96015465259552,
        "Da": 17.349300384521484,
        "E_coh": 0.7838969230651855,
        "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": [
          [
            [
              -74.57,
              39.56
            ],
            [
              -74.52,
              39.56
            ],
            [
              -74.5,
              39.55
            ],
            [
              -74.49,
              39.54
            ],
            [
              -74.49,
              39.51
            ],
            [
              -74.54,
              39.47
            ],
            [
              -74.6,
              39.45
            ],
            [
              -74.63,
              39.42
            ],
            [
              -74.63,
              39.4
            ],
            [
              -74.66,
              39.4
            ],
            [
              -74.67,
              39.39
            ],
            [
              -74.77,
              39.39
            ],
            [
              -74.85,
              39.35
            ],
            [
              -74.9,
              39.35
            ],
            [
              -74.91,
              39.34
            ],
            [
              -74.95,
              39.34
            ],
            [
              -74.98,
              39.36
            ],
            [
              -74.99,
              39.41
            ],
            [
              -74.97,
              39.43
            ],
            [
              -74.95,
              39.43
            ],
            [
              -74.94,
              39.44
            ],
            [
              -74.89,
              39.44
            ],
            [
              -74.88,
              39.45
            ],
            [
              -74.79,
              39.45
            ],
            [
              -74.67,
              39.51
            ],
            [
              -74.65,
              39.51
            ],
            [
              -74.63,
              39.53
            ],
            [
              -74.57,
              39.56
            ]
          ]
        ]
      },
      "raw_probability": 0.0874,
      "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": "c84f5bd5129df127984e4516c3a570500318d25953cb8d496fda9036b3963b25",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0874,
        "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": "8b19ed5140ab6294e0f6891437cad05ec2de0f6b86b4814cd0567393e8f774b9",
        "signature": {
          "alg": "ed25519",
          "sig": "c204548309c51cd9e5dfd67ee1b39f301ddd6aca0b60268bb5a5f9385ae3801465112ae20d0bef418061857d8f773a4f309d89404833e5c95d6e5a3e3432f60a"
        }
      },
      "receipt_sha256": "8b19ed5140ab6294e0f6891437cad05ec2de0f6b86b4814cd0567393e8f774b9"
    },
    {
      "storm_id": "272664",
      "lat": 38.2889,
      "lon": -76.8578,
      "motion_east": 5.7,
      "motion_south": 3.4,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1756.0,
      "ebshear": 27.0,
      "srh01": 39.0,
      "maxllaz": 0.003,
      "mesh": 0.14,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.8624
        },
        {
          "name": "alignment",
          "value": 1.8619
        },
        {
          "name": "tau",
          "value": 1.7095
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0865
      },
      "coherence_score": 1.7095162868499756,
      "coherence_diagnostics": {
        "tau": 1.7095162868499756,
        "grad_tau": 0.47672128677368164,
        "torsion": 0.0,
        "alignment": 1.861936092376709,
        "S_field": 0.4370238482952118,
        "Gamma_field": 0.29739055037498474,
        "S_over_Gamma": 1.469528317451477,
        "Da": 18.651390075683594,
        "E_coh": 0.9008229374885559,
        "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": [
          [
            [
              -76.8,
              38.37
            ],
            [
              -76.76,
              38.37
            ],
            [
              -76.76,
              38.34
            ],
            [
              -76.73,
              38.31
            ],
            [
              -76.81,
              38.3
            ],
            [
              -76.84,
              38.27
            ],
            [
              -76.85,
              38.23
            ],
            [
              -76.88,
              38.2
            ],
            [
              -76.91,
              38.2
            ],
            [
              -76.92,
              38.19
            ],
            [
              -76.94,
              38.2
            ],
            [
              -76.96,
              38.22
            ],
            [
              -76.96,
              38.28
            ],
            [
              -76.93,
              38.31
            ],
            [
              -76.93,
              38.32
            ],
            [
              -76.85,
              38.36
            ],
            [
              -76.81,
              38.36
            ],
            [
              -76.8,
              38.37
            ]
          ]
        ]
      },
      "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": "2026-08-03T20:59:00Z",
        "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": "89fcbeccfddc8f5c7efd6db55a1d5b432c52747d7c6bb054859100b5911e9cb8",
        "signature": {
          "alg": "ed25519",
          "sig": "8313895f46f9fc034a9c949926b7888a6f0b9c0ab9424a0691508521a0ca4359a9fe353b279cb69ec409c16a7f5202ea3fc2ecf050d8d9dea500c0811fc8aa0f"
        }
      },
      "receipt_sha256": "89fcbeccfddc8f5c7efd6db55a1d5b432c52747d7c6bb054859100b5911e9cb8"
    },
    {
      "storm_id": "272722",
      "lat": 24.7767,
      "lon": -80.97,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4420.0,
      "ebshear": 20.0,
      "srh01": 65.0,
      "maxllaz": 0.003,
      "mesh": 0.07,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.1124
        },
        {
          "name": "alignment",
          "value": -0.0527
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0852
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.746710181236267,
        "torsion": 0.0,
        "alignment": -0.052703857421875,
        "S_field": 1.1625512838363647,
        "Gamma_field": 0.20739054679870605,
        "S_over_Gamma": 5.605613708496094,
        "Da": 12.439910888671875,
        "E_coh": 0.9760556817054749,
        "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": [
          [
            [
              -80.99,
              24.81
            ],
            [
              -80.95,
              24.81
            ],
            [
              -80.93,
              24.8
            ],
            [
              -80.93,
              24.75
            ],
            [
              -80.94,
              24.74
            ],
            [
              -80.98,
              24.73
            ],
            [
              -81.01,
              24.75
            ],
            [
              -81.01,
              24.79
            ],
            [
              -80.99,
              24.81
            ]
          ]
        ]
      },
      "raw_probability": 0.0852,
      "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": "de224fcc3150a1b65b884df2ec65e3847789037d892aa8a58f2ccbbbc0c85b52",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0852,
        "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": "e064c23f2d9c703614c8ea08f56d338a21e89c49b2da395d9cc8eaac348f6602",
        "signature": {
          "alg": "ed25519",
          "sig": "9dc5cb4aedce86ea65366a1cfd0596e703089bdd1bdbcc449489496b8c9daf3dcfbcb14d60cb930292cb58b0da25fe3f9be27d1a04d6bf1cc6e6c85aec0fe60f"
        }
      },
      "receipt_sha256": "e064c23f2d9c703614c8ea08f56d338a21e89c49b2da395d9cc8eaac348f6602"
    },
    {
      "storm_id": "273151",
      "lat": 49.2,
      "lon": -94.1711,
      "motion_east": 4.3,
      "motion_south": 0.4,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 433.0,
      "ebshear": 51.0,
      "srh01": 91.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 91.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.2374
        },
        {
          "name": "alignment",
          "value": -0.2598
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0846
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.370435893535614,
        "torsion": 0.0,
        "alignment": -0.259796142578125,
        "S_field": 0.2063158005475998,
        "Gamma_field": 0.3240572214126587,
        "S_over_Gamma": 0.6366647481918335,
        "Da": 17.37821388244629,
        "E_coh": 0.33013612031936646,
        "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": [
          [
            [
              -94.19,
              49.23
            ],
            [
              -94.14,
              49.23
            ],
            [
              -94.12,
              49.22
            ],
            [
              -94.13,
              49.18
            ],
            [
              -94.16,
              49.16
            ],
            [
              -94.19,
              49.16
            ],
            [
              -94.21,
              49.17
            ],
            [
              -94.21,
              49.22
            ],
            [
              -94.19,
              49.23
            ]
          ]
        ]
      },
      "raw_probability": 0.0846,
      "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": "74d928e77b1d6c712c02686f0fa7a0be7a28bca85ee23855903e99942f029ca1",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0846,
        "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": "32cf13621ec4e2c4c5613f1496bf307c1c88368f44c150315b693ee96317cde1",
        "signature": {
          "alg": "ed25519",
          "sig": "2648b9765e964ba7324ee6748158cd1033305daea31d52d2ff6005270a129d561097b9ba065932a832e0b2e3e7a0fd0f797d3701fe8091d5d0c49c9e67413603"
        }
      },
      "receipt_sha256": "32cf13621ec4e2c4c5613f1496bf307c1c88368f44c150315b693ee96317cde1"
    },
    {
      "storm_id": "273142",
      "lat": 33.606,
      "lon": -79.308,
      "motion_east": 2.8,
      "motion_south": -5.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1867.0,
      "ebshear": 17.0,
      "srh01": 39.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.6124
        },
        {
          "name": "alignment",
          "value": 7.1
        },
        {
          "name": "tau",
          "value": 2.0997
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0842
      },
      "coherence_score": 2.0996787548065186,
      "coherence_diagnostics": {
        "tau": 2.0996787548065186,
        "grad_tau": 0.2919619679450989,
        "torsion": 0.0,
        "alignment": 7.100045204162598,
        "S_field": 0.4861912727355957,
        "Gamma_field": 0.26739054918289185,
        "S_over_Gamma": 1.8182814121246338,
        "Da": 16.317062377929688,
        "E_coh": 0.8274520039558411,
        "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": [
          [
            [
              -79.32,
              33.63
            ],
            [
              -79.31,
              33.62
            ],
            [
              -79.29,
              33.63
            ],
            [
              -79.27,
              33.62
            ],
            [
              -79.27,
              33.6
            ],
            [
              -79.29,
              33.57
            ],
            [
              -79.33,
              33.57
            ],
            [
              -79.34,
              33.58
            ],
            [
              -79.34,
              33.61
            ],
            [
              -79.32,
              33.63
            ]
          ]
        ]
      },
      "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": "2026-08-03T20:59:00Z",
        "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": "a03cc3ccb1b0f4d10c2af08b9eaa3c3040e827c20b7f1ada766c32876935e252",
        "signature": {
          "alg": "ed25519",
          "sig": "4c68cfd331e9d21bf381c75907de315c8d4731e01f282c10ab50488a1f4296a7b236cd1a5c629f0c39a9f0285f12c3d683764f5b6d15e6d70afac83b9d7e2b08"
        }
      },
      "receipt_sha256": "a03cc3ccb1b0f4d10c2af08b9eaa3c3040e827c20b7f1ada766c32876935e252"
    },
    {
      "storm_id": "273152",
      "lat": 49.0943,
      "lon": -93.8586,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 294.0,
      "ebshear": 57.0,
      "srh01": 127.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 127.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.1124
        },
        {
          "name": "alignment",
          "value": -2.4473
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0837
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3780706524848938,
        "torsion": 0.0,
        "alignment": -2.447296142578125,
        "S_field": 0.2384333610534668,
        "Gamma_field": 0.28405722975730896,
        "S_over_Gamma": 0.839384913444519,
        "Da": 15.395424842834473,
        "E_coh": 0.4056239426136017,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.89,
              49.12
            ],
            [
              -93.84,
              49.12
            ],
            [
              -93.83,
              49.11
            ],
            [
              -93.83,
              49.06
            ],
            [
              -93.84,
              49.05
            ],
            [
              -93.89,
              49.08
            ],
            [
              -93.89,
              49.12
            ]
          ]
        ]
      },
      "raw_probability": 0.0837,
      "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": "1a787a4ed4da89852f48568f45fbc22bb04210c39c442bec75d52e3e633ca2f6",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0837,
        "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": "4449de1f03417fa43caa5f9054a06c17e0ef005917d6967b759bdf4a28bc8a85",
        "signature": {
          "alg": "ed25519",
          "sig": "34b0fe2120754cb5f9b1bd1342e4203aaecf6d850bdbc549274a980c163f5940dc57f9be64242629b6281812591a52e36c5a7465c4d967c0fc46894f7695b303"
        }
      },
      "receipt_sha256": "4449de1f03417fa43caa5f9054a06c17e0ef005917d6967b759bdf4a28bc8a85"
    },
    {
      "storm_id": "272694",
      "lat": 33.463,
      "lon": -109.3085,
      "motion_east": -1.0,
      "motion_south": 7.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 884.0,
      "ebshear": 26.0,
      "srh01": 44.0,
      "maxllaz": 0.002,
      "mesh": 0.7,
      "flash_rate": 14.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.7374
        },
        {
          "name": "alignment",
          "value": -0.0014
        },
        {
          "name": "tau",
          "value": 0.5802
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0835
      },
      "coherence_score": 0.5801858901977539,
      "coherence_diagnostics": {
        "tau": 0.5801858901977539,
        "grad_tau": 0.3642127215862274,
        "torsion": 0.0,
        "alignment": -0.001354379579424858,
        "S_field": 0.3705746829509735,
        "Gamma_field": 1.092390537261963,
        "S_over_Gamma": 0.33923277258872986,
        "Da": 67.14492797851562,
        "E_coh": 0.9440354704856873,
        "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": [
          [
            [
              -109.32,
              33.57
            ],
            [
              -109.3,
              33.57
            ],
            [
              -109.29,
              33.56
            ],
            [
              -109.29,
              33.53
            ],
            [
              -109.28,
              33.52
            ],
            [
              -109.28,
              33.49
            ],
            [
              -109.29,
              33.48
            ],
            [
              -109.27,
              33.46
            ],
            [
              -109.27,
              33.41
            ],
            [
              -109.25,
              33.39
            ],
            [
              -109.25,
              33.33
            ],
            [
              -109.3,
              33.29
            ],
            [
              -109.35,
              33.29
            ],
            [
              -109.39,
              33.34
            ],
            [
              -109.39,
              33.39
            ],
            [
              -109.33,
              33.46
            ],
            [
              -109.34,
              33.52
            ],
            [
              -109.33,
              33.53
            ],
            [
              -109.33,
              33.56
            ],
            [
              -109.32,
              33.57
            ]
          ]
        ]
      },
      "raw_probability": 0.0835,
      "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": "edabca708988742d43c10734d31cfd61bf3b31fd9d9728da375adf27e01e6bde",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0835,
        "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": "26fef5c1f8612fcabb38f6b3d4e58882022d0513904b53b5a4e6c7a22cd9cf19",
        "signature": {
          "alg": "ed25519",
          "sig": "09ba7efd4dc80589fae34696da4bdccdac1f57f74bfe49cedaee3d14c5d9dffdda8a0d800e1f3a98067e3197dfa49c6b2ce8f6bda2f8766f7dc72b112a889709"
        }
      },
      "receipt_sha256": "26fef5c1f8612fcabb38f6b3d4e58882022d0513904b53b5a4e6c7a22cd9cf19"
    },
    {
      "storm_id": "272581",
      "lat": 48.4635,
      "lon": -73.1547,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 64.0,
      "ebshear": 40.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.8624
        },
        {
          "name": "alignment",
          "value": -6.8368
        },
        {
          "name": "tau",
          "value": 0.6352
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0808
      },
      "coherence_score": 0.6352487802505493,
      "coherence_diagnostics": {
        "tau": 0.6352487802505493,
        "grad_tau": 0.5623704195022583,
        "torsion": 0.0,
        "alignment": -6.8368024826049805,
        "S_field": 0.2855616807937622,
        "Gamma_field": 0.27905720472335815,
        "S_over_Gamma": 1.0233087539672852,
        "Da": 16.572101593017578,
        "E_coh": 0.12654714286327362,
        "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": [
          [
            [
              -73.1,
              48.6
            ],
            [
              -73.07,
              48.58
            ],
            [
              -73.07,
              48.52
            ],
            [
              -73.06,
              48.51
            ],
            [
              -73.06,
              48.43
            ],
            [
              -73.08,
              48.41
            ],
            [
              -73.12,
              48.39
            ],
            [
              -73.16,
              48.39
            ],
            [
              -73.19,
              48.36
            ],
            [
              -73.19,
              48.35
            ],
            [
              -73.24,
              48.35
            ],
            [
              -73.29,
              48.39
            ],
            [
              -73.3,
              48.39
            ],
            [
              -73.3,
              48.45
            ],
            [
              -73.16,
              48.58
            ],
            [
              -73.14,
              48.58
            ],
            [
              -73.1,
              48.6
            ]
          ]
        ]
      },
      "raw_probability": 0.0808,
      "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": "acd264fec6c58fc7539ba88a77d27cdbaa67f49f97d22d47b89a3588d6b26cfa",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0808,
        "probability": 0.001189,
        "confidence_lo": 0.000955,
        "confidence_hi": 0.001189,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ebec0f9ce8b347e342eb62ddb3ab56e009b2580e1f79a47f31d5e36e546b64f3",
        "signature": {
          "alg": "ed25519",
          "sig": "dc76593b3cbf99f8ccde078f271975a979554e4d5efd93f66714c036fb328266c2609e1336d69929638d32fd37c00faadb528b565ffe90d09d9a9d5eb1551c04"
        }
      },
      "receipt_sha256": "ebec0f9ce8b347e342eb62ddb3ab56e009b2580e1f79a47f31d5e36e546b64f3"
    },
    {
      "storm_id": "271611",
      "lat": 32.1286,
      "lon": -81.0843,
      "motion_east": 7.2,
      "motion_south": -2.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2665.0,
      "ebshear": 14.0,
      "srh01": 54.0,
      "maxllaz": 0.005,
      "mesh": 0.19,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 54.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.7374
        },
        {
          "name": "alignment",
          "value": 0.9549
        },
        {
          "name": "tau",
          "value": 1.8431
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0804
      },
      "coherence_score": 1.8430676460266113,
      "coherence_diagnostics": {
        "tau": 1.8430676460266113,
        "grad_tau": 0.24413155019283295,
        "torsion": 0.0,
        "alignment": 0.9549379944801331,
        "S_field": 0.08530876040458679,
        "Gamma_field": 0.3282238841056824,
        "S_over_Gamma": 0.2599102854728699,
        "Da": 18.780637741088867,
        "E_coh": 0.1965809017419815,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.18,
              32.23
            ],
            [
              -81.12,
              32.22
            ],
            [
              -81.08,
              32.18
            ],
            [
              -81.06,
              32.18
            ],
            [
              -81.03,
              32.16
            ],
            [
              -81.01,
              32.16
            ],
            [
              -80.97,
              32.12
            ],
            [
              -80.96,
              32.1
            ],
            [
              -80.97,
              32.04
            ],
            [
              -81.01,
              31.99
            ],
            [
              -81.05,
              32.0
            ],
            [
              -81.08,
              32.03
            ],
            [
              -81.08,
              32.08
            ],
            [
              -81.09,
              32.09
            ],
            [
              -81.09,
              32.11
            ],
            [
              -81.11,
              32.13
            ],
            [
              -81.13,
              32.14
            ],
            [
              -81.17,
              32.14
            ],
            [
              -81.2,
              32.16
            ],
            [
              -81.2,
              32.21
            ],
            [
              -81.18,
              32.23
            ]
          ]
        ]
      },
      "raw_probability": 0.0804,
      "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": "1485e314b8df8b376ac8b7306f37a52fd49b63f6c12e55d55fc159304a294462",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0804,
        "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": "8c2d4a4bbc55df6563a916e8f1c583d310ef14f9901fd82b575a07d993c7124a",
        "signature": {
          "alg": "ed25519",
          "sig": "b884bb685fab75cf6277bc4a79a134a7007e2b109c5c9d64e8869c374dc6435dc9ea58c86b98019fad6b591a2178dc9347d7e28d3e5c7be675a410baea73a306"
        }
      },
      "receipt_sha256": "8c2d4a4bbc55df6563a916e8f1c583d310ef14f9901fd82b575a07d993c7124a"
    },
    {
      "storm_id": "272069",
      "lat": 32.0815,
      "lon": -81.7446,
      "motion_east": 6.8,
      "motion_south": -3.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2038.0,
      "ebshear": 18.0,
      "srh01": 53.0,
      "maxllaz": 0.004,
      "mesh": 0.16,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.7374
        },
        {
          "name": "alignment",
          "value": 0.9549
        },
        {
          "name": "tau",
          "value": 1.8431
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0804
      },
      "coherence_score": 1.8430676460266113,
      "coherence_diagnostics": {
        "tau": 1.8430676460266113,
        "grad_tau": 0.24413155019283295,
        "torsion": 0.0,
        "alignment": 0.9549379944801331,
        "S_field": 0.08530876040458679,
        "Gamma_field": 0.3282238841056824,
        "S_over_Gamma": 0.2599102854728699,
        "Da": 18.780637741088867,
        "E_coh": 0.1965809017419815,
        "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": [
          [
            [
              -81.7,
              32.2
            ],
            [
              -81.68,
              32.17
            ],
            [
              -81.67,
              32.18
            ],
            [
              -81.65,
              32.18
            ],
            [
              -81.63,
              32.16
            ],
            [
              -81.66,
              32.16
            ],
            [
              -81.67,
              32.17
            ],
            [
              -81.69,
              32.16
            ],
            [
              -81.7,
              32.0
            ],
            [
              -81.71,
              31.98
            ],
            [
              -81.73,
              31.98
            ],
            [
              -81.75,
              31.96
            ],
            [
              -81.76,
              31.96
            ],
            [
              -81.78,
              31.94
            ],
            [
              -81.78,
              31.93
            ],
            [
              -81.83,
              31.93
            ],
            [
              -81.83,
              32.01
            ],
            [
              -81.82,
              32.02
            ],
            [
              -81.83,
              32.03
            ],
            [
              -81.83,
              32.06
            ],
            [
              -81.84,
              32.07
            ],
            [
              -81.84,
              32.11
            ],
            [
              -81.79,
              32.18
            ],
            [
              -81.77,
              32.19
            ],
            [
              -81.72,
              32.19
            ],
            [
              -81.7,
              32.2
            ]
          ]
        ]
      },
      "raw_probability": 0.0804,
      "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": "1485e314b8df8b376ac8b7306f37a52fd49b63f6c12e55d55fc159304a294462",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0804,
        "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": "8c2d4a4bbc55df6563a916e8f1c583d310ef14f9901fd82b575a07d993c7124a",
        "signature": {
          "alg": "ed25519",
          "sig": "b884bb685fab75cf6277bc4a79a134a7007e2b109c5c9d64e8869c374dc6435dc9ea58c86b98019fad6b591a2178dc9347d7e28d3e5c7be675a410baea73a306"
        }
      },
      "receipt_sha256": "8c2d4a4bbc55df6563a916e8f1c583d310ef14f9901fd82b575a07d993c7124a"
    },
    {
      "storm_id": "273005",
      "lat": 48.9527,
      "lon": -72.9567,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 28.0,
      "ebshear": 41.0,
      "srh01": 0.0,
      "maxllaz": 0.013,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.1124
        },
        {
          "name": "alignment",
          "value": -5.3223
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.013
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0804
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.6352487802505493,
        "torsion": 0.0,
        "alignment": -5.322296142578125,
        "S_field": 0.3034195899963379,
        "Gamma_field": 0.15489055216312408,
        "S_over_Gamma": 1.9589289426803589,
        "Da": 9.236392974853516,
        "E_coh": 0.2717195749282837,
        "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": [
          [
            [
              -72.95,
              49.04
            ],
            [
              -72.92,
              49.04
            ],
            [
              -72.9,
              49.02
            ],
            [
              -72.9,
              48.97
            ],
            [
              -72.91,
              48.96
            ],
            [
              -72.91,
              48.94
            ],
            [
              -72.94,
              48.88
            ],
            [
              -72.96,
              48.86
            ],
            [
              -73.01,
              48.86
            ],
            [
              -73.02,
              48.87
            ],
            [
              -73.02,
              48.9
            ],
            [
              -73.0,
              48.93
            ],
            [
              -72.99,
              48.98
            ],
            [
              -72.97,
              49.0
            ],
            [
              -72.95,
              49.04
            ]
          ]
        ]
      },
      "raw_probability": 0.0804,
      "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": "1485e314b8df8b376ac8b7306f37a52fd49b63f6c12e55d55fc159304a294462",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0804,
        "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": "8c2d4a4bbc55df6563a916e8f1c583d310ef14f9901fd82b575a07d993c7124a",
        "signature": {
          "alg": "ed25519",
          "sig": "b884bb685fab75cf6277bc4a79a134a7007e2b109c5c9d64e8869c374dc6435dc9ea58c86b98019fad6b591a2178dc9347d7e28d3e5c7be675a410baea73a306"
        }
      },
      "receipt_sha256": "8c2d4a4bbc55df6563a916e8f1c583d310ef14f9901fd82b575a07d993c7124a"
    },
    {
      "storm_id": "272999",
      "lat": 49.6744,
      "lon": -72.6411,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 83.0,
      "ebshear": 32.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.1124
        },
        {
          "name": "alignment",
          "value": -5.3223
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0797
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.6352487802505493,
        "torsion": 0.0,
        "alignment": -5.322296142578125,
        "S_field": 0.3034195899963379,
        "Gamma_field": 0.15489055216312408,
        "S_over_Gamma": 1.9589289426803589,
        "Da": 9.236392974853516,
        "E_coh": 0.2717195749282837,
        "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": [
          [
            [
              -72.65,
              49.71
            ],
            [
              -72.61,
              49.71
            ],
            [
              -72.6,
              49.7
            ],
            [
              -72.6,
              49.66
            ],
            [
              -72.64,
              49.63
            ],
            [
              -72.66,
              49.63
            ],
            [
              -72.68,
              49.65
            ],
            [
              -72.68,
              49.67
            ],
            [
              -72.65,
              49.71
            ]
          ]
        ]
      },
      "raw_probability": 0.0797,
      "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": "4fa1d108863173eca5ea31dd3063859ce0af6976b5858ee534ffd8aa72c70966",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0797,
        "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": "14891bb513f1d336942143e39604308f6f7ddf51be45ffea3cfec099723ae331",
        "signature": {
          "alg": "ed25519",
          "sig": "ce814525a9a6a6a78c745cdab55ec53f599c103815ea568cdfbded7eefda665673700feb1ff418fbd2611e76d0b55338b5ffb3d1eae3154e5cb4283ca594af02"
        }
      },
      "receipt_sha256": "14891bb513f1d336942143e39604308f6f7ddf51be45ffea3cfec099723ae331"
    },
    {
      "storm_id": "273079",
      "lat": 50.17,
      "lon": -85.813,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 142.0,
      "ebshear": 20.0,
      "srh01": 57.0,
      "maxllaz": 0.0,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 57.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.7374
        },
        {
          "name": "alignment",
          "value": -5.6348
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.079
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.2731058597564697,
        "torsion": 0.0,
        "alignment": -5.634796142578125,
        "S_field": 0.1254357099533081,
        "Gamma_field": 0.37655723094940186,
        "S_over_Gamma": 0.3331119418144226,
        "Da": 24.104171752929688,
        "E_coh": 0.3140420913696289,
        "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": [
          [
            [
              -85.82,
              50.21
            ],
            [
              -85.8,
              50.21
            ],
            [
              -85.76,
              50.17
            ],
            [
              -85.78,
              50.15
            ],
            [
              -85.79,
              50.15
            ],
            [
              -85.8,
              50.13
            ],
            [
              -85.84,
              50.13
            ],
            [
              -85.86,
              50.16
            ],
            [
              -85.86,
              50.18
            ],
            [
              -85.82,
              50.21
            ]
          ]
        ]
      },
      "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": "2026-08-03T20:59:00Z",
        "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": "b47162fab0c5a239b25c93cc85f822d1c7375893ecf8a5728bff10edbbb62006",
        "signature": {
          "alg": "ed25519",
          "sig": "1a4988f0d0193022e45bebde40f06f7a80d1b5beeb19ba7773505e8904875c793e008a7db2a56c1ac8225df00133cdd5be78568733703ce1a09f77fe9d4d8b09"
        }
      },
      "receipt_sha256": "b47162fab0c5a239b25c93cc85f822d1c7375893ecf8a5728bff10edbbb62006"
    },
    {
      "storm_id": "272515",
      "lat": 39.2606,
      "lon": -75.3565,
      "motion_east": 5.7,
      "motion_south": 1.8,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2654.0,
      "ebshear": 28.0,
      "srh01": 44.0,
      "maxllaz": 0.003,
      "mesh": 0.14,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.4874
        },
        {
          "name": "alignment",
          "value": 3.9169
        },
        {
          "name": "tau",
          "value": 1.81
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0782
      },
      "coherence_score": 1.810006856918335,
      "coherence_diagnostics": {
        "tau": 1.810006856918335,
        "grad_tau": 0.5495402216911316,
        "torsion": 0.0,
        "alignment": 3.9168591499328613,
        "S_field": 0.5369848012924194,
        "Gamma_field": 0.22822387516498566,
        "S_over_Gamma": 2.352886199951172,
        "Da": 13.627424240112305,
        "E_coh": 0.9047935009002686,
        "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": [
          [
            [
              -75.4,
              39.33
            ],
            [
              -75.31,
              39.33
            ],
            [
              -75.29,
              39.32
            ],
            [
              -75.26,
              39.29
            ],
            [
              -75.27,
              39.28
            ],
            [
              -75.27,
              39.23
            ],
            [
              -75.28,
              39.22
            ],
            [
              -75.34,
              39.22
            ],
            [
              -75.35,
              39.21
            ],
            [
              -75.35,
              39.19
            ],
            [
              -75.38,
              39.19
            ],
            [
              -75.4,
              39.2
            ],
            [
              -75.43,
              39.23
            ],
            [
              -75.45,
              39.27
            ],
            [
              -75.44,
              39.28
            ],
            [
              -75.44,
              39.31
            ],
            [
              -75.4,
              39.33
            ]
          ]
        ]
      },
      "raw_probability": 0.0782,
      "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": "4add38fce5c3f9fd16f9c0daf6aaea8ff988e2187bcd84308c0eabf24726a0d6",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0782,
        "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": "d8acba1bb1fde9f7434a9ad6fe93c370b3d57c48006e6c67abb4d1584c8b5e89",
        "signature": {
          "alg": "ed25519",
          "sig": "e7fbdacf95ed2edef4721532ee04ccb339f431180dfae8dbe7b15c1fcd3734c8caad12dede9eb6cee2bc544e7d1741abeeb47196c25af7fd3b5d60944bf0be08"
        }
      },
      "receipt_sha256": "d8acba1bb1fde9f7434a9ad6fe93c370b3d57c48006e6c67abb4d1584c8b5e89"
    },
    {
      "storm_id": "272804",
      "lat": 48.7225,
      "lon": -73.215,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 69.0,
      "ebshear": 45.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.8624
        },
        {
          "name": "alignment",
          "value": -6.8368
        },
        {
          "name": "tau",
          "value": 0.6352
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0781
      },
      "coherence_score": 0.6352487802505493,
      "coherence_diagnostics": {
        "tau": 0.6352487802505493,
        "grad_tau": 0.5623704195022583,
        "torsion": 0.0,
        "alignment": -6.8368024826049805,
        "S_field": 0.2855616807937622,
        "Gamma_field": 0.27905720472335815,
        "S_over_Gamma": 1.0233087539672852,
        "Da": 16.572101593017578,
        "E_coh": 0.12654714286327362,
        "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": [
          [
            [
              -73.23,
              48.75
            ],
            [
              -73.2,
              48.75
            ],
            [
              -73.19,
              48.74
            ],
            [
              -73.19,
              48.69
            ],
            [
              -73.2,
              48.68
            ],
            [
              -73.24,
              48.68
            ],
            [
              -73.24,
              48.74
            ],
            [
              -73.23,
              48.75
            ]
          ]
        ]
      },
      "raw_probability": 0.0781,
      "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": "33f29034f047c1433e746d91c3e1a6af85e40d597187f833c364432b2247fe8a",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0781,
        "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": "6568ad569cc7c4aeee306497aacd000bd4399f739bd0555e7dc577080b484cb6",
        "signature": {
          "alg": "ed25519",
          "sig": "2b23d6936c826b0e788f87f017b393f60cf1a23c19b68fb49dd187d7e6fb816fda9b80b4f0b607a72c65f477efa3b64ec84669d09d9f1fa458a7deae7eeeb200"
        }
      },
      "receipt_sha256": "6568ad569cc7c4aeee306497aacd000bd4399f739bd0555e7dc577080b484cb6"
    },
    {
      "storm_id": "273131",
      "lat": 49.43,
      "lon": -72.4678,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 21.0,
      "ebshear": 37.0,
      "srh01": 0.0,
      "maxllaz": 0.006,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.1124
        },
        {
          "name": "alignment",
          "value": -5.3223
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.077
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.6352487802505493,
        "torsion": 0.0,
        "alignment": -5.322296142578125,
        "S_field": 0.3034195899963379,
        "Gamma_field": 0.15489055216312408,
        "S_over_Gamma": 1.9589289426803589,
        "Da": 9.236392974853516,
        "E_coh": 0.2717195749282837,
        "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": [
          [
            [
              -72.48,
              49.46
            ],
            [
              -72.44,
              49.46
            ],
            [
              -72.43,
              49.45
            ],
            [
              -72.43,
              49.42
            ],
            [
              -72.46,
              49.39
            ],
            [
              -72.49,
              49.39
            ],
            [
              -72.5,
              49.4
            ],
            [
              -72.5,
              49.44
            ],
            [
              -72.48,
              49.46
            ]
          ]
        ]
      },
      "raw_probability": 0.077,
      "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": "a951d32802eeb22f18fff30fe5dac1fc9d1eff59f433ab102da41013818b6a37",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.077,
        "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": "5bfde40a4981b69007f6cd4fa9567d06474463686b26917dd98957d0a0e76a45",
        "signature": {
          "alg": "ed25519",
          "sig": "0fbc53dd7b951d901df3ee695d78caee9bb292659688ea1bfddebe02bfd1099ae1b73c91bd378674bb357022922901003afdf3dd32a3c115a28765973e8c3a0b"
        }
      },
      "receipt_sha256": "5bfde40a4981b69007f6cd4fa9567d06474463686b26917dd98957d0a0e76a45"
    },
    {
      "storm_id": "273035",
      "lat": 34.4421,
      "lon": -74.8057,
      "motion_east": 5.3,
      "motion_south": -3.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1857.0,
      "ebshear": 7.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.6124
        },
        {
          "name": "alignment",
          "value": 6.9924
        },
        {
          "name": "tau",
          "value": 2.6205
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0755
      },
      "coherence_score": 2.6204519271850586,
      "coherence_diagnostics": {
        "tau": 2.6204519271850586,
        "grad_tau": 0.15611985325813293,
        "torsion": 0.0,
        "alignment": 6.992446422576904,
        "S_field": 0.20980407297611237,
        "Gamma_field": 0.4907238781452179,
        "S_over_Gamma": 0.42753997445106506,
        "Da": 32.92680358886719,
        "E_coh": 0.2293795496225357,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.84,
              34.48
            ],
            [
              -74.81,
              34.48
            ],
            [
              -74.8,
              34.46
            ],
            [
              -74.78,
              34.46
            ],
            [
              -74.77,
              34.45
            ],
            [
              -74.77,
              34.44
            ],
            [
              -74.75,
              34.42
            ],
            [
              -74.75,
              34.38
            ],
            [
              -74.79,
              34.37
            ],
            [
              -74.84,
              34.41
            ],
            [
              -74.84,
              34.44
            ],
            [
              -74.85,
              34.45
            ],
            [
              -74.85,
              34.47
            ],
            [
              -74.84,
              34.48
            ]
          ]
        ]
      },
      "raw_probability": 0.0755,
      "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": "5a4b31d792586900a81e410f194a7435d4585bdc4d2b20ab0ee7405bea850fbc",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0755,
        "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": "d4e56853569bf0f2aa4fe26a0e766fc7e02c68d869543d8221fa6bb8c39ee4f8",
        "signature": {
          "alg": "ed25519",
          "sig": "1d019d584d059331f70c028bd60ca8414e687700f4bafb6eec6805b7de4c02c138f7388618a6ef1b1d0360a1524135ec80ffaac0c3bb3f5e3af948c56c502e02"
        }
      },
      "receipt_sha256": "d4e56853569bf0f2aa4fe26a0e766fc7e02c68d869543d8221fa6bb8c39ee4f8"
    },
    {
      "storm_id": "272076",
      "lat": 38.9467,
      "lon": -75.4,
      "motion_east": 4.9,
      "motion_south": 0.8,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1934.0,
      "ebshear": 28.0,
      "srh01": 48.0,
      "maxllaz": 0.006,
      "mesh": 0.12,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 48.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.4874
        },
        {
          "name": "alignment",
          "value": 3.9169
        },
        {
          "name": "tau",
          "value": 1.81
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0746
      },
      "coherence_score": 1.810006856918335,
      "coherence_diagnostics": {
        "tau": 1.810006856918335,
        "grad_tau": 0.5495402216911316,
        "torsion": 0.0,
        "alignment": 3.9168591499328613,
        "S_field": 0.5369848012924194,
        "Gamma_field": 0.22822387516498566,
        "S_over_Gamma": 2.352886199951172,
        "Da": 13.627424240112305,
        "E_coh": 0.9047935009002686,
        "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": [
          [
            [
              -75.41,
              38.99
            ],
            [
              -75.36,
              38.99
            ],
            [
              -75.35,
              38.98
            ],
            [
              -75.35,
              38.93
            ],
            [
              -75.39,
              38.89
            ],
            [
              -75.43,
              38.89
            ],
            [
              -75.45,
              38.91
            ],
            [
              -75.45,
              38.95
            ],
            [
              -75.41,
              38.99
            ]
          ]
        ]
      },
      "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": "2026-08-03T20:59:00Z",
        "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": "77f43bc9b94c07af8f80b9f920492c797b4781c25575305c0d920de9a513c3df",
        "signature": {
          "alg": "ed25519",
          "sig": "1b1f3df7d492f7d53bbd78820e80070adaeb82d21b6cfdd2e13daa104751b27dd13d5bca8385a212393ee0ae89f4c5062caeac62122d90247c384d7136745506"
        }
      },
      "receipt_sha256": "77f43bc9b94c07af8f80b9f920492c797b4781c25575305c0d920de9a513c3df"
    },
    {
      "storm_id": "272576",
      "lat": 49.4181,
      "lon": -72.8238,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 12.0,
      "ebshear": 35.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.1124
        },
        {
          "name": "alignment",
          "value": -5.3223
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.074
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.6352487802505493,
        "torsion": 0.0,
        "alignment": -5.322296142578125,
        "S_field": 0.3034195899963379,
        "Gamma_field": 0.15489055216312408,
        "S_over_Gamma": 1.9589289426803589,
        "Da": 9.236392974853516,
        "E_coh": 0.2717195749282837,
        "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": [
          [
            [
              -72.82,
              49.51
            ],
            [
              -72.79,
              49.51
            ],
            [
              -72.74,
              49.48
            ],
            [
              -72.74,
              49.42
            ],
            [
              -72.78,
              49.34
            ],
            [
              -72.8,
              49.32
            ],
            [
              -72.84,
              49.31
            ],
            [
              -72.86,
              49.33
            ],
            [
              -72.85,
              49.36
            ],
            [
              -72.86,
              49.37
            ],
            [
              -72.86,
              49.4
            ],
            [
              -72.87,
              49.41
            ],
            [
              -72.87,
              49.45
            ],
            [
              -72.86,
              49.47
            ],
            [
              -72.82,
              49.5
            ],
            [
              -72.82,
              49.51
            ]
          ]
        ]
      },
      "raw_probability": 0.074,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "27cee699478d8064284419d048c5c75e9c486475de56f3e44e0855a7980f2f5f",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.074,
        "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": "9b0966d0878608e867c9aff29d30ff84add9860c88b4eaa1bce353356b924100",
        "signature": {
          "alg": "ed25519",
          "sig": "f3cabf7feba52fc095b0f9a4330e0beb2b7365a905f4e9a217a76ec2588eb5fc86da88513e44e37bdfe01b3bdfffc8654275fa45a00b7b9b2fc0083c4c7ff604"
        }
      },
      "receipt_sha256": "9b0966d0878608e867c9aff29d30ff84add9860c88b4eaa1bce353356b924100"
    },
    {
      "storm_id": "273148",
      "lat": 26.8493,
      "lon": -79.8629,
      "motion_east": 2.9,
      "motion_south": -3.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3183.0,
      "ebshear": 11.0,
      "srh01": 33.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.1124
        },
        {
          "name": "alignment",
          "value": 0.8474
        },
        {
          "name": "tau",
          "value": 2.5089
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0727
      },
      "coherence_score": 2.5088515281677246,
      "coherence_diagnostics": {
        "tau": 2.5088515281677246,
        "grad_tau": 0.6021690368652344,
        "torsion": 0.0,
        "alignment": 0.8474347591400146,
        "S_field": 0.9235402345657349,
        "Gamma_field": 0.21822388470172882,
        "S_over_Gamma": 4.232076644897461,
        "Da": 14.119194030761719,
        "E_coh": 0.983153760433197,
        "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": [
          [
            [
              -79.86,
              26.92
            ],
            [
              -79.82,
              26.92
            ],
            [
              -79.81,
              26.91
            ],
            [
              -79.81,
              26.85
            ],
            [
              -79.84,
              26.83
            ],
            [
              -79.85,
              26.81
            ],
            [
              -79.85,
              26.78
            ],
            [
              -79.87,
              26.77
            ],
            [
              -79.91,
              26.77
            ],
            [
              -79.93,
              26.79
            ],
            [
              -79.93,
              26.83
            ],
            [
              -79.87,
              26.88
            ],
            [
              -79.87,
              26.91
            ],
            [
              -79.86,
              26.92
            ]
          ]
        ]
      },
      "raw_probability": 0.0727,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "d22bd549ae4d0d76dcf81698cf5f2762df7d2d37b59f8644a8fe3d0ff90aaf19",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0727,
        "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": "1f9d7ee143ad0cc1fac7e0999ec035e7c054b4b9b72c7f9688b12d14198413bd",
        "signature": {
          "alg": "ed25519",
          "sig": "e7c77d791756b92bd986bafa3883e3221d46814c66e99dc98f74fe7969e7d5c442b67becf8b24fcbdff3383bb9d131aad196df3c6c2cadff8b989d7e1a5b8d01"
        }
      },
      "receipt_sha256": "1f9d7ee143ad0cc1fac7e0999ec035e7c054b4b9b72c7f9688b12d14198413bd"
    },
    {
      "storm_id": "272911",
      "lat": 24.9432,
      "lon": -78.1774,
      "motion_east": 3.8,
      "motion_south": 0.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3689.0,
      "ebshear": 22.0,
      "srh01": 43.0,
      "maxllaz": 0.001,
      "mesh": 0.45,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.2374
        },
        {
          "name": "alignment",
          "value": 1.7598
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0714
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.5883880853652954,
        "torsion": 0.0,
        "alignment": 1.759796142578125,
        "S_field": 1.1331932544708252,
        "Gamma_field": 0.2407238781452179,
        "S_over_Gamma": 4.707440376281738,
        "Da": 14.428520202636719,
        "E_coh": 0.9820107817649841,
        "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": [
          [
            [
              -78.16,
              25.04
            ],
            [
              -78.13,
              25.04
            ],
            [
              -78.1,
              25.01
            ],
            [
              -78.09,
              24.99
            ],
            [
              -78.09,
              24.94
            ],
            [
              -78.1,
              24.92
            ],
            [
              -78.13,
              24.92
            ],
            [
              -78.15,
              24.91
            ],
            [
              -78.2,
              24.86
            ],
            [
              -78.2,
              24.85
            ],
            [
              -78.22,
              24.84
            ],
            [
              -78.25,
              24.84
            ],
            [
              -78.27,
              24.86
            ],
            [
              -78.26,
              24.92
            ],
            [
              -78.23,
              24.96
            ],
            [
              -78.23,
              24.97
            ],
            [
              -78.2,
              25.0
            ],
            [
              -78.2,
              25.01
            ],
            [
              -78.16,
              25.04
            ]
          ]
        ]
      },
      "raw_probability": 0.0714,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "73f667029caa482e7e20a15a2bcd1be13aa9bb315ab796fe19df6a20f78ed348",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0714,
        "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": "9c2bc9733fa43208a6e77c6d9b9238afbdac930126e38b1f587ec20175fe6676",
        "signature": {
          "alg": "ed25519",
          "sig": "2f5771b0133ee2107b1219ada9ec9f27b047181aeaf05688ce1a72e3df35fb8cc13203a7aba9e4a4d6bcdb9c0179042541310faebf4b785ce8ede9b94029e405"
        }
      },
      "receipt_sha256": "9c2bc9733fa43208a6e77c6d9b9238afbdac930126e38b1f587ec20175fe6676"
    },
    {
      "storm_id": "272815",
      "lat": 41.0333,
      "lon": -73.6044,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1613.0,
      "ebshear": 40.0,
      "srh01": 49.0,
      "maxllaz": 0.006,
      "mesh": 0.19,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.4874
        },
        {
          "name": "alignment",
          "value": 4.5942
        },
        {
          "name": "tau",
          "value": 1.5298
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0712
      },
      "coherence_score": 1.5297645330429077,
      "coherence_diagnostics": {
        "tau": 1.5297645330429077,
        "grad_tau": 0.36740395426750183,
        "torsion": 0.0,
        "alignment": 4.594152927398682,
        "S_field": 0.1546154022216797,
        "Gamma_field": 0.3007238805294037,
        "S_over_Gamma": 0.5141440629959106,
        "Da": 16.394777297973633,
        "E_coh": 0.33160969614982605,
        "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": [
          [
            [
              -73.59,
              41.09
            ],
            [
              -73.58,
              41.09
            ],
            [
              -73.57,
              41.09
            ],
            [
              -73.56,
              41.09
            ],
            [
              -73.55,
              41.09
            ],
            [
              -73.54,
              41.09
            ],
            [
              -73.53,
              41.09
            ],
            [
              -73.52,
              41.09
            ],
            [
              -73.51,
              41.09
            ],
            [
              -73.5,
              41.09
            ],
            [
              -73.49,
              41.08
            ],
            [
              -73.49,
              41.07
            ],
            [
              -73.49,
              41.06
            ],
            [
              -73.5,
              41.05
            ],
            [
              -73.5,
              41.04
            ],
            [
              -73.49,
              41.03
            ],
            [
              -73.48,
              41.03
            ],
            [
              -73.49,
              41.03
            ],
            [
              -73.5,
              41.03
            ],
            [
              -73.51,
              41.02
            ],
            [
              -73.52,
              41.02
            ],
            [
              -73.53,
              41.01
            ],
            [
              -73.54,
              41.01
            ],
            [
              -73.55,
              41.01
            ],
            [
              -73.56,
              41.0
            ],
            [
              -73.57,
              40.99
            ],
            [
              -73.58,
              40.98
            ],
            [
              -73.59,
              40.97
            ],
            [
              -73.6,
              40.97
            ],
            [
              -73.61,
              40.97
            ],
            [
              -73.62,
              40.97
            ],
            [
              -73.63,
              40.98
            ],
            [
              -73.64,
              40.97
            ],
            [
              -73.65,
              40.97
            ],
            [
              -73.66,
              40.97
            ],
            [
              -73.67,
              40.97
            ],
            [
              -73.67,
              40.98
            ],
            [
              -73.66,
              40.99
            ],
            [
              -73.66,
              41.0
            ],
            [
              -73.66,
              41.01
            ],
            [
              -73.67,
              41.02
            ],
            [
              -73.68,
              41.03
            ],
            [
              -73.69,
              41.03
            ],
            [
              -73.7,
              41.03
            ],
            [
              -73.71,
              41.02
            ],
            [
              -73.72,
              41.01
            ],
            [
              -73.72,
              41.02
            ],
            [
              -73.73,
              41.03
            ],
            [
              -73.73,
              41.04
            ],
            [
              -73.72,
              41.05
            ],
            [
              -73.71,
              41.04
            ],
            [
              -73.7,
              41.04
            ],
            [
              -73.69,
              41.03
            ],
            [
              -73.68,
              41.03
            ],
            [
              -73.67,
              41.04
            ],
            [
              -73.66,
              41.05
            ],
            [
              -73.65,
              41.05
            ],
            [
              -73.64,
              41.06
            ],
            [
              -73.63,
              41.07
            ],
            [
              -73.62,
              41.08
            ],
            [
              -73.61,
              41.08
            ],
            [
              -73.6,
              41.08
            ],
            [
              -73.59,
              41.09
            ]
          ]
        ]
      },
      "raw_probability": 0.0712,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "799301df9e187d69933b09d947d2a4c0a7dfd2a9f0d37e5e5b601a5547eab259",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0712,
        "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": "395f0b39f943906d7b0ada68c148906c29add21f907ed42780adc082e5bd5ab1",
        "signature": {
          "alg": "ed25519",
          "sig": "e9cd4481ece979159570da8fa453abe65d21d6c444bb390a5750b883f0c951085bd09b57ce8ed3e712f337379b6613387e9113fe50ef5df915467b3703c29e0c"
        }
      },
      "receipt_sha256": "395f0b39f943906d7b0ada68c148906c29add21f907ed42780adc082e5bd5ab1"
    },
    {
      "storm_id": "272701",
      "lat": 25.7795,
      "lon": -79.7395,
      "motion_east": 4.2,
      "motion_south": -1.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2907.0,
      "ebshear": 18.0,
      "srh01": 46.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 46.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.8624
        },
        {
          "name": "alignment",
          "value": -0.1973
        },
        {
          "name": "tau",
          "value": 1.6838
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.071
      },
      "coherence_score": 1.6837866306304932,
      "coherence_diagnostics": {
        "tau": 1.6837866306304932,
        "grad_tau": 1.2568092346191406,
        "torsion": 0.0,
        "alignment": -0.19732968509197235,
        "S_field": 1.3400367498397827,
        "Gamma_field": 0.21572387218475342,
        "S_over_Gamma": 6.211814880371094,
        "Da": 12.942712783813477,
        "E_coh": 0.9903730154037476,
        "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": [
          [
            [
              -79.83,
              25.85
            ],
            [
              -79.79,
              25.85
            ],
            [
              -79.74,
              25.79
            ],
            [
              -79.73,
              25.79
            ],
            [
              -79.7,
              25.82
            ],
            [
              -79.7,
              25.83
            ],
            [
              -79.69,
              25.82
            ],
            [
              -79.67,
              25.82
            ],
            [
              -79.65,
              25.8
            ],
            [
              -79.66,
              25.74
            ],
            [
              -79.68,
              25.72
            ],
            [
              -79.7,
              25.73
            ],
            [
              -79.72,
              25.71
            ],
            [
              -79.72,
              25.7
            ],
            [
              -79.74,
              25.7
            ],
            [
              -79.76,
              25.72
            ],
            [
              -79.8,
              25.73
            ],
            [
              -79.84,
              25.78
            ],
            [
              -79.84,
              25.84
            ],
            [
              -79.83,
              25.85
            ]
          ]
        ]
      },
      "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": "2026-08-03T20:59:00Z",
        "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": "8cc1c827971cd31e8d281d4f99177414b0ace1b7c444536c2c73f9778991caf5",
        "signature": {
          "alg": "ed25519",
          "sig": "1eccd758ff7a1f77c58bba614aa7c14cb9b4384c05040c34e272136e551045e976552ad31dc25182d53e9b7aa8b14faf52776526fbe201de3cb38bfa3682780b"
        }
      },
      "receipt_sha256": "8cc1c827971cd31e8d281d4f99177414b0ace1b7c444536c2c73f9778991caf5"
    },
    {
      "storm_id": "273155",
      "lat": 37.9076,
      "lon": -78.7729,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2489.0,
      "ebshear": 16.0,
      "srh01": 33.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.9874
        },
        {
          "name": "alignment",
          "value": -1.9356
        },
        {
          "name": "tau",
          "value": 1.3383
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0701
      },
      "coherence_score": 1.3382660150527954,
      "coherence_diagnostics": {
        "tau": 1.3382660150527954,
        "grad_tau": 0.32822340726852417,
        "torsion": 0.0,
        "alignment": -1.9356491565704346,
        "S_field": 0.3730197846889496,
        "Gamma_field": 0.17072388529777527,
        "S_over_Gamma": 2.1849303245544434,
        "Da": 10.554703712463379,
        "E_coh": 0.9091280102729797,
        "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": [
          [
            [
              -78.77,
              37.95
            ],
            [
              -78.76,
              37.95
            ],
            [
              -78.76,
              37.93
            ],
            [
              -78.74,
              37.91
            ],
            [
              -78.74,
              37.9
            ],
            [
              -78.73,
              37.89
            ],
            [
              -78.71,
              37.9
            ],
            [
              -78.7,
              37.88
            ],
            [
              -78.79,
              37.88
            ],
            [
              -78.8,
              37.89
            ],
            [
              -78.81,
              37.88
            ],
            [
              -78.84,
              37.88
            ],
            [
              -78.83,
              37.89
            ],
            [
              -78.83,
              37.91
            ],
            [
              -78.79,
              37.91
            ],
            [
              -78.77,
              37.93
            ],
            [
              -78.77,
              37.95
            ]
          ]
        ]
      },
      "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": "2026-08-03T20:59:00Z",
        "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": "ac562527400385b32365a3a35066b776d718df8d44ad788e05f4827030e10f17",
        "signature": {
          "alg": "ed25519",
          "sig": "a3ba093a867a6470c9db1cb7f7bc43942ab8760e84dd2aff5e91c3217ce596629de499ed4a14364fefae3688b61f5081a8edb24c2a3519057d85f30de4c7f60a"
        }
      },
      "receipt_sha256": "ac562527400385b32365a3a35066b776d718df8d44ad788e05f4827030e10f17"
    },
    {
      "storm_id": "273016",
      "lat": 35.8018,
      "lon": -74.6391,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1273.0,
      "ebshear": 18.0,
      "srh01": 45.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.2374
        },
        {
          "name": "alignment",
          "value": 1.8391
        },
        {
          "name": "tau",
          "value": 2.7218
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0695
      },
      "coherence_score": 2.7217748165130615,
      "coherence_diagnostics": {
        "tau": 2.7217748165130615,
        "grad_tau": 0.22969156503677368,
        "torsion": 0.0,
        "alignment": 1.839059829711914,
        "S_field": 0.9145244359970093,
        "Gamma_field": 0.20905721187591553,
        "S_over_Gamma": 4.374517440795898,
        "Da": 12.54097843170166,
        "E_coh": 0.9170193672180176,
        "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": [
          [
            [
              -74.64,
              35.85
            ],
            [
              -74.63,
              35.84
            ],
            [
              -74.6,
              35.84
            ],
            [
              -74.58,
              35.82
            ],
            [
              -74.57,
              35.78
            ],
            [
              -74.63,
              35.73
            ],
            [
              -74.68,
              35.73
            ],
            [
              -74.7,
              35.74
            ],
            [
              -74.7,
              35.8
            ],
            [
              -74.66,
              35.84
            ],
            [
              -74.64,
              35.85
            ]
          ]
        ]
      },
      "raw_probability": 0.0695,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "7efbcf01c88f8d81fac20f31673120dab9511ddbd3258ecf9e023068f3f104fb",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0695,
        "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": "613b51f5b2112bb990ecf3fdee1fe05c6d9909a1ee91e108690dd263b6c30512",
        "signature": {
          "alg": "ed25519",
          "sig": "c044d2e5d4764428bfa795076769b510c1dfc342b3e54ba7e6e963e16d3c214ee029024110e70fc08f64dda82620191049171c06da8bd77951c508b726e6e80e"
        }
      },
      "receipt_sha256": "613b51f5b2112bb990ecf3fdee1fe05c6d9909a1ee91e108690dd263b6c30512"
    },
    {
      "storm_id": "272829",
      "lat": 26.44,
      "lon": -79.8759,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2802.0,
      "ebshear": 13.0,
      "srh01": 39.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.1124
        },
        {
          "name": "alignment",
          "value": 0.8474
        },
        {
          "name": "tau",
          "value": 2.5089
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0684
      },
      "coherence_score": 2.5088515281677246,
      "coherence_diagnostics": {
        "tau": 2.5088515281677246,
        "grad_tau": 0.6021690368652344,
        "torsion": 0.0,
        "alignment": 0.8474347591400146,
        "S_field": 0.9235402345657349,
        "Gamma_field": 0.21822388470172882,
        "S_over_Gamma": 4.232076644897461,
        "Da": 14.119194030761719,
        "E_coh": 0.983153760433197,
        "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": [
          [
            [
              -79.88,
              26.5
            ],
            [
              -79.84,
              26.49
            ],
            [
              -79.85,
              26.48
            ],
            [
              -79.84,
              26.47
            ],
            [
              -79.84,
              26.45
            ],
            [
              -79.86,
              26.45
            ],
            [
              -79.87,
              26.44
            ],
            [
              -79.86,
              26.42
            ],
            [
              -79.87,
              26.41
            ],
            [
              -79.87,
              26.35
            ],
            [
              -79.89,
              26.35
            ],
            [
              -79.93,
              26.37
            ],
            [
              -79.93,
              26.41
            ],
            [
              -79.9,
              26.44
            ],
            [
              -79.89,
              26.46
            ],
            [
              -79.89,
              26.49
            ],
            [
              -79.88,
              26.5
            ]
          ]
        ]
      },
      "raw_probability": 0.0684,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "388c9c1c86cef4d0adca2fe326cbf72afeab2bb8a36dabfa3f3251713e097395",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0684,
        "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": "792acff81b8bca76ca791bfb28ab9af28e899b9e55e083ab42b90b9e3cbd3728",
        "signature": {
          "alg": "ed25519",
          "sig": "a178a3f9ffb2cda0face117b87ba61ade35a8bbc488747affc87609fb8b3e1f41f30b5853192e89e9d62c630e0d480434a1b39db0b32553108bf8527c931ee05"
        }
      },
      "receipt_sha256": "792acff81b8bca76ca791bfb28ab9af28e899b9e55e083ab42b90b9e3cbd3728"
    },
    {
      "storm_id": "272501",
      "lat": 27.9585,
      "lon": -80.044,
      "motion_east": 5.6,
      "motion_south": -4.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3874.0,
      "ebshear": 11.0,
      "srh01": 21.0,
      "maxllaz": 0.005,
      "mesh": 0.24,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.2374
        },
        {
          "name": "alignment",
          "value": -1.1313
        },
        {
          "name": "tau",
          "value": 3.1488
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0674
      },
      "coherence_score": 3.1487720012664795,
      "coherence_diagnostics": {
        "tau": 3.1487720012664795,
        "grad_tau": 0.16760174930095673,
        "torsion": 0.0,
        "alignment": -1.1313107013702393,
        "S_field": 0.8225515484809875,
        "Gamma_field": 0.22655721008777618,
        "S_over_Gamma": 3.630657196044922,
        "Da": 15.302216529846191,
        "E_coh": 0.9841083884239197,
        "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": [
          [
            [
              -80.07,
              28.11
            ],
            [
              -79.96,
              28.11
            ],
            [
              -79.94,
              28.07
            ],
            [
              -79.94,
              28.04
            ],
            [
              -79.96,
              28.03
            ],
            [
              -80.01,
              27.98
            ],
            [
              -80.01,
              27.94
            ],
            [
              -80.0,
              27.93
            ],
            [
              -80.01,
              27.88
            ],
            [
              -80.0,
              27.86
            ],
            [
              -80.06,
              27.86
            ],
            [
              -80.07,
              27.85
            ],
            [
              -80.09,
              27.85
            ],
            [
              -80.1,
              27.86
            ],
            [
              -80.12,
              27.85
            ],
            [
              -80.13,
              27.86
            ],
            [
              -80.13,
              27.94
            ],
            [
              -80.11,
              27.96
            ],
            [
              -80.1,
              28.08
            ],
            [
              -80.07,
              28.11
            ]
          ]
        ]
      },
      "raw_probability": 0.0674,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "f4e4b259748ee9c961915a8cc39daa9d15ea3735b050a28b10adff828cdb2e0c",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0674,
        "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": "f4745abd89bf989b54aa7640c912277776e10fc39d3a27a6e73fb62b6861309a",
        "signature": {
          "alg": "ed25519",
          "sig": "b16138f9f025ed277b9ac4ae096f847d1b8f9a5e49c22825c6e4fe217055ab617bf04931065474fd7171677db90dd096966f506cee2b39c9559a1e8924c2550b"
        }
      },
      "receipt_sha256": "f4745abd89bf989b54aa7640c912277776e10fc39d3a27a6e73fb62b6861309a"
    },
    {
      "storm_id": "272981",
      "lat": 35.166,
      "lon": -75.956,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2193.0,
      "ebshear": 15.0,
      "srh01": 60.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 60.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.7374
        },
        {
          "name": "alignment",
          "value": 2.5012
        },
        {
          "name": "tau",
          "value": 2.5559
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0662
      },
      "coherence_score": 2.5559451580047607,
      "coherence_diagnostics": {
        "tau": 2.5559451580047607,
        "grad_tau": 0.27483609318733215,
        "torsion": 0.0,
        "alignment": 2.501244068145752,
        "S_field": 0.5008367896080017,
        "Gamma_field": 0.2665572166442871,
        "S_over_Gamma": 1.8789091110229492,
        "Da": 16.28569221496582,
        "E_coh": 0.9370062351226807,
        "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": [
          [
            [
              -75.97,
              35.2
            ],
            [
              -75.96,
              35.19
            ],
            [
              -75.91,
              35.19
            ],
            [
              -75.9,
              35.17
            ],
            [
              -75.93,
              35.11
            ],
            [
              -75.97,
              35.11
            ],
            [
              -75.99,
              35.14
            ],
            [
              -75.99,
              35.16
            ],
            [
              -75.97,
              35.19
            ],
            [
              -75.97,
              35.2
            ]
          ]
        ]
      },
      "raw_probability": 0.0662,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "a6c0633423cd2623ab8be69895771a247fe0f35c0032fbbda6d0af066e1fb864",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0662,
        "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": "362968c7d40683bba3c59729d8f7cdb2468dcfa90807a68afcd1fb99abe9aa9d",
        "signature": {
          "alg": "ed25519",
          "sig": "24773fd62994e730acce6849f2cf869885abf13650a775231bd9048ae72bfb89796dfcbd87dc128d600ff9b101c36bd8ab1f4d2432fcb70bfdc654ea33f17f0d"
        }
      },
      "receipt_sha256": "362968c7d40683bba3c59729d8f7cdb2468dcfa90807a68afcd1fb99abe9aa9d"
    },
    {
      "storm_id": "272968",
      "lat": 31.7963,
      "lon": -81.315,
      "motion_east": 6.6,
      "motion_south": -1.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2055.0,
      "ebshear": 15.0,
      "srh01": 43.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.7374
        },
        {
          "name": "alignment",
          "value": 0.9549
        },
        {
          "name": "tau",
          "value": 1.8431
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0647
      },
      "coherence_score": 1.8430676460266113,
      "coherence_diagnostics": {
        "tau": 1.8430676460266113,
        "grad_tau": 0.24413155019283295,
        "torsion": 0.0,
        "alignment": 0.9549379944801331,
        "S_field": 0.08530876040458679,
        "Gamma_field": 0.3282238841056824,
        "S_over_Gamma": 0.2599102854728699,
        "Da": 18.780637741088867,
        "E_coh": 0.1965809017419815,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.34,
              31.83
            ],
            [
              -81.3,
              31.83
            ],
            [
              -81.28,
              31.81
            ],
            [
              -81.28,
              31.77
            ],
            [
              -81.31,
              31.77
            ],
            [
              -81.33,
              31.76
            ],
            [
              -81.34,
              31.77
            ],
            [
              -81.34,
              31.83
            ]
          ]
        ]
      },
      "raw_probability": 0.0647,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "78fd74a6c0f9e62e084b7d4a354caeb8acc26876530f84b2d47c52d207f2ef67",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0647,
        "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": "33eb26c7ec9247b9813eb2e9e40ba4a14c9efc20f8a8bf9bd71a13af6b34d683",
        "signature": {
          "alg": "ed25519",
          "sig": "92cd6726aa76e5b1ffcafd3215ea06789858473ef5cdc46f5921ba20ff2a82e191fc9302f8b86bb43ca5b5bc7d2c9f446ed32ac70ac145692eb90c92eba1bc0e"
        }
      },
      "receipt_sha256": "33eb26c7ec9247b9813eb2e9e40ba4a14c9efc20f8a8bf9bd71a13af6b34d683"
    },
    {
      "storm_id": "272455",
      "lat": 34.25,
      "lon": -78.4538,
      "motion_east": 2.0,
      "motion_south": -2.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2768.0,
      "ebshear": 10.0,
      "srh01": 34.0,
      "maxllaz": 0.006,
      "mesh": 0.17,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.3624
        },
        {
          "name": "alignment",
          "value": 3.2863
        },
        {
          "name": "tau",
          "value": 2.2117
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0646
      },
      "coherence_score": 2.211702346801758,
      "coherence_diagnostics": {
        "tau": 2.211702346801758,
        "grad_tau": 0.40588468313217163,
        "torsion": 0.0,
        "alignment": 3.286292552947998,
        "S_field": 0.7152971029281616,
        "Gamma_field": 0.20905721187591553,
        "S_over_Gamma": 3.4215376377105713,
        "Da": 12.958699226379395,
        "E_coh": 0.9411684274673462,
        "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": [
          [
            [
              -78.46,
              34.29
            ],
            [
              -78.45,
              34.28
            ],
            [
              -78.44,
              34.29
            ],
            [
              -78.42,
              34.28
            ],
            [
              -78.41,
              34.27
            ],
            [
              -78.41,
              34.24
            ],
            [
              -78.43,
              34.22
            ],
            [
              -78.43,
              34.21
            ],
            [
              -78.45,
              34.2
            ],
            [
              -78.5,
              34.2
            ],
            [
              -78.52,
              34.22
            ],
            [
              -78.52,
              34.26
            ],
            [
              -78.46,
              34.29
            ]
          ]
        ]
      },
      "raw_probability": 0.0646,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "097e54145f896e6e6250d89444c062572021289cdc6495c20b19d7b0e939726a",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0646,
        "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": "a2d49173e12302bbe221ce1ca7c3cba7383abd5b307a85e504322e8f74068eaa",
        "signature": {
          "alg": "ed25519",
          "sig": "c8cd30994be2140105869bdc2e6ef4ef685f4d92869437ead7b624ba0036093e9a80cc50523f3fa6adeb23a7862b395d5ab8ed1cf52b0360c335814e27720003"
        }
      },
      "receipt_sha256": "a2d49173e12302bbe221ce1ca7c3cba7383abd5b307a85e504322e8f74068eaa"
    },
    {
      "storm_id": "272114",
      "lat": 33.875,
      "lon": -79.5888,
      "motion_east": 2.2,
      "motion_south": -7.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2184.0,
      "ebshear": 17.0,
      "srh01": 32.0,
      "maxllaz": 0.004,
      "mesh": 0.29,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.4874
        },
        {
          "name": "alignment",
          "value": 0.8023
        },
        {
          "name": "tau",
          "value": 1.9109
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0645
      },
      "coherence_score": 1.9109115600585938,
      "coherence_diagnostics": {
        "tau": 1.9109115600585938,
        "grad_tau": 0.2976436913013458,
        "torsion": 0.0,
        "alignment": 0.8023213148117065,
        "S_field": 0.3262753486633301,
        "Gamma_field": 0.28155720233917236,
        "S_over_Gamma": 1.1588243246078491,
        "Da": 17.225969314575195,
        "E_coh": 0.9087042212486267,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.6,
              33.96
            ],
            [
              -79.56,
              33.96
            ],
            [
              -79.53,
              33.93
            ],
            [
              -79.52,
              33.87
            ],
            [
              -79.51,
              33.86
            ],
            [
              -79.51,
              33.79
            ],
            [
              -79.52,
              33.78
            ],
            [
              -79.57,
              33.78
            ],
            [
              -79.6,
              33.81
            ],
            [
              -79.62,
              33.82
            ],
            [
              -79.65,
              33.82
            ],
            [
              -79.69,
              33.86
            ],
            [
              -79.69,
              33.9
            ],
            [
              -79.64,
              33.95
            ],
            [
              -79.61,
              33.95
            ],
            [
              -79.6,
              33.96
            ]
          ]
        ]
      },
      "raw_probability": 0.0645,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "b5030ef219b78370b6cdc64089f4a0464ded614deb2840f8f4375e2dbddc2da6",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0645,
        "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": "0da33e396a21a83e8b69b31354015f5ab71426a66de204d515411fd321d2d5dc",
        "signature": {
          "alg": "ed25519",
          "sig": "be3e8e3f81bdca7e3df61d9e6850354985d4d13767733755f2eb5a06c28c10a0b18c73be5c85b23c493d873518d458f2e40fe6640b36b42fca3e5c40cd933a05"
        }
      },
      "receipt_sha256": "0da33e396a21a83e8b69b31354015f5ab71426a66de204d515411fd321d2d5dc"
    },
    {
      "storm_id": "273145",
      "lat": 29.4793,
      "lon": -91.074,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2057.0,
      "ebshear": 22.0,
      "srh01": 13.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.6124
        },
        {
          "name": "alignment",
          "value": -2.206
        },
        {
          "name": "tau",
          "value": 1.6886
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0642
      },
      "coherence_score": 1.6886179447174072,
      "coherence_diagnostics": {
        "tau": 1.6886179447174072,
        "grad_tau": 0.5700548887252808,
        "torsion": 0.0,
        "alignment": -2.2060272693634033,
        "S_field": 0.8841456174850464,
        "Gamma_field": 0.2223905473947525,
        "S_over_Gamma": 3.9756438732147217,
        "Da": 13.721879959106445,
        "E_coh": 0.9554451704025269,
        "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": [
          [
            [
              -91.07,
              29.52
            ],
            [
              -91.05,
              29.52
            ],
            [
              -91.04,
              29.51
            ],
            [
              -91.05,
              29.49
            ],
            [
              -91.04,
              29.47
            ],
            [
              -91.04,
              29.43
            ],
            [
              -91.06,
              29.42
            ],
            [
              -91.08,
              29.43
            ],
            [
              -91.12,
              29.43
            ],
            [
              -91.12,
              29.48
            ],
            [
              -91.09,
              29.48
            ],
            [
              -91.08,
              29.49
            ],
            [
              -91.09,
              29.5
            ],
            [
              -91.11,
              29.5
            ],
            [
              -91.07,
              29.52
            ]
          ]
        ]
      },
      "raw_probability": 0.0642,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "a46b40bd0e22a8ae179902aa42aae18f15a1e394eee22faaf868fb65961b9d3d",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0642,
        "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": "1b857b7a68ace606dba010aa7e1dd7373231d7d5533a55bb5518144004aab42f",
        "signature": {
          "alg": "ed25519",
          "sig": "0b1805452b3f8a754cf55e5172f4e587f24703a521cc53654c7cf7f33c61d82b991aec9ff1ed492ca32c3a9310a78759d2636fe17a2eec3d96885eeac382fb04"
        }
      },
      "receipt_sha256": "1b857b7a68ace606dba010aa7e1dd7373231d7d5533a55bb5518144004aab42f"
    },
    {
      "storm_id": "272484",
      "lat": 27.43,
      "lon": -83.6833,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2820.0,
      "ebshear": 7.0,
      "srh01": 25.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.3624
        },
        {
          "name": "alignment",
          "value": -1.4409
        },
        {
          "name": "tau",
          "value": 2.8652
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0621
      },
      "coherence_score": 2.865159273147583,
      "coherence_diagnostics": {
        "tau": 2.865159273147583,
        "grad_tau": 0.2861735224723816,
        "torsion": 0.0,
        "alignment": -1.440941333770752,
        "S_field": 0.7878388166427612,
        "Gamma_field": 0.2015572041273117,
        "S_over_Gamma": 3.9087603092193604,
        "Da": 12.578095436096191,
        "E_coh": 0.965806782245636,
        "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": [
          [
            [
              -83.67,
              27.48
            ],
            [
              -83.65,
              27.48
            ],
            [
              -83.65,
              27.41
            ],
            [
              -83.66,
              27.4
            ],
            [
              -83.66,
              27.37
            ],
            [
              -83.67,
              27.37
            ],
            [
              -83.69,
              27.39
            ],
            [
              -83.74,
              27.39
            ],
            [
              -83.74,
              27.45
            ],
            [
              -83.72,
              27.47
            ],
            [
              -83.68,
              27.47
            ],
            [
              -83.67,
              27.48
            ]
          ]
        ]
      },
      "raw_probability": 0.0621,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "8f786d366bb17f8c4cf9b96024dffd4800056afd815471900e5df8a2db30e851",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0621,
        "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": "0dd69fed3fba97cb87ca53f6fa827e0f2223d191b829491d1dc239194551b074",
        "signature": {
          "alg": "ed25519",
          "sig": "64f029fb0bc626bb11e2d05e609f6305adf051ff28f183dddda03bb5fa28e0fa485a925bb4ca9ea5884239dbe606b9fd31f4e13a5d3a1430481f7b7ef5d9e20f"
        }
      },
      "receipt_sha256": "0dd69fed3fba97cb87ca53f6fa827e0f2223d191b829491d1dc239194551b074"
    },
    {
      "storm_id": "273147",
      "lat": 27.17,
      "lon": -83.8233,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2696.0,
      "ebshear": 4.0,
      "srh01": 8.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.3624
        },
        {
          "name": "alignment",
          "value": -1.4409
        },
        {
          "name": "tau",
          "value": 2.8652
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0621
      },
      "coherence_score": 2.865159273147583,
      "coherence_diagnostics": {
        "tau": 2.865159273147583,
        "grad_tau": 0.2861735224723816,
        "torsion": 0.0,
        "alignment": -1.440941333770752,
        "S_field": 0.7878388166427612,
        "Gamma_field": 0.2015572041273117,
        "S_over_Gamma": 3.9087603092193604,
        "Da": 12.578095436096191,
        "E_coh": 0.965806782245636,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.84,
              27.2
            ],
            [
              -83.78,
              27.2
            ],
            [
              -83.77,
              27.14
            ],
            [
              -83.79,
              27.11
            ],
            [
              -83.85,
              27.14
            ],
            [
              -83.85,
              27.17
            ],
            [
              -83.84,
              27.18
            ],
            [
              -83.85,
              27.19
            ],
            [
              -83.84,
              27.2
            ]
          ]
        ]
      },
      "raw_probability": 0.0621,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "8f786d366bb17f8c4cf9b96024dffd4800056afd815471900e5df8a2db30e851",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0621,
        "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": "0dd69fed3fba97cb87ca53f6fa827e0f2223d191b829491d1dc239194551b074",
        "signature": {
          "alg": "ed25519",
          "sig": "64f029fb0bc626bb11e2d05e609f6305adf051ff28f183dddda03bb5fa28e0fa485a925bb4ca9ea5884239dbe606b9fd31f4e13a5d3a1430481f7b7ef5d9e20f"
        }
      },
      "receipt_sha256": "0dd69fed3fba97cb87ca53f6fa827e0f2223d191b829491d1dc239194551b074"
    },
    {
      "storm_id": "272519",
      "lat": 33.9377,
      "lon": -79.1546,
      "motion_east": 1.0,
      "motion_south": -6.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2283.0,
      "ebshear": 15.0,
      "srh01": 39.0,
      "maxllaz": 0.004,
      "mesh": 0.13,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.4874
        },
        {
          "name": "alignment",
          "value": 0.8023
        },
        {
          "name": "tau",
          "value": 1.9109
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0616
      },
      "coherence_score": 1.9109115600585938,
      "coherence_diagnostics": {
        "tau": 1.9109115600585938,
        "grad_tau": 0.2976436913013458,
        "torsion": 0.0,
        "alignment": 0.8023213148117065,
        "S_field": 0.3262753486633301,
        "Gamma_field": 0.28155720233917236,
        "S_over_Gamma": 1.1588243246078491,
        "Da": 17.225969314575195,
        "E_coh": 0.9087042212486267,
        "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": [
          [
            [
              -79.12,
              33.99
            ],
            [
              -79.09,
              33.98
            ],
            [
              -79.07,
              33.94
            ],
            [
              -79.07,
              33.93
            ],
            [
              -79.11,
              33.89
            ],
            [
              -79.13,
              33.89
            ],
            [
              -79.14,
              33.88
            ],
            [
              -79.24,
              33.88
            ],
            [
              -79.27,
              33.91
            ],
            [
              -79.27,
              33.95
            ],
            [
              -79.25,
              33.98
            ],
            [
              -79.13,
              33.98
            ],
            [
              -79.12,
              33.99
            ]
          ]
        ]
      },
      "raw_probability": 0.0616,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "b94020cd69ac7d175fc511436d003bede098f4a4fc340fa0f12ecff401a146a0",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0616,
        "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": "f71c267a89d60f0df138d948453a66a6183875eee7aada5afc35a27bb0f41c9e",
        "signature": {
          "alg": "ed25519",
          "sig": "35bd4928206d61af4cc9995614344f37a604358e92abc64e8b25c0d10e3c362466f2e9c8e6912fc42049d938331b2ea71f55ab63d8700630512ae8a1f0315d06"
        }
      },
      "receipt_sha256": "f71c267a89d60f0df138d948453a66a6183875eee7aada5afc35a27bb0f41c9e"
    },
    {
      "storm_id": "273053",
      "lat": 49.9355,
      "lon": -109.2727,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 140.0,
      "ebshear": 19.0,
      "srh01": 58.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 58.0
        },
        {
          "name": "hrrr_pwat",
          "value": 6.6124
        },
        {
          "name": "alignment",
          "value": -0.0723
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0616
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.19610124826431274,
        "torsion": 0.0,
        "alignment": -0.072296142578125,
        "S_field": 0.10320538282394409,
        "Gamma_field": 0.30489057302474976,
        "S_over_Gamma": 0.3384997546672821,
        "Da": 17.83702278137207,
        "E_coh": 0.35408642888069153,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.28,
              49.97
            ],
            [
              -109.24,
              49.96
            ],
            [
              -109.24,
              49.93
            ],
            [
              -109.23,
              49.92
            ],
            [
              -109.24,
              49.91
            ],
            [
              -109.3,
              49.91
            ],
            [
              -109.31,
              49.92
            ],
            [
              -109.31,
              49.93
            ],
            [
              -109.29,
              49.93
            ],
            [
              -109.28,
              49.94
            ],
            [
              -109.28,
              49.97
            ]
          ]
        ]
      },
      "raw_probability": 0.0616,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "b94020cd69ac7d175fc511436d003bede098f4a4fc340fa0f12ecff401a146a0",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0616,
        "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": "f71c267a89d60f0df138d948453a66a6183875eee7aada5afc35a27bb0f41c9e",
        "signature": {
          "alg": "ed25519",
          "sig": "35bd4928206d61af4cc9995614344f37a604358e92abc64e8b25c0d10e3c362466f2e9c8e6912fc42049d938331b2ea71f55ab63d8700630512ae8a1f0315d06"
        }
      },
      "receipt_sha256": "f71c267a89d60f0df138d948453a66a6183875eee7aada5afc35a27bb0f41c9e"
    },
    {
      "storm_id": "273150",
      "lat": 49.8473,
      "lon": -93.85,
      "motion_east": 4.6,
      "motion_south": 1.4,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 35.0,
      "ebshear": 33.0,
      "srh01": 30.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.1124
        },
        {
          "name": "alignment",
          "value": -2.4473
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0615
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3780706524848938,
        "torsion": 0.0,
        "alignment": -2.447296142578125,
        "S_field": 0.2384333610534668,
        "Gamma_field": 0.28405722975730896,
        "S_over_Gamma": 0.839384913444519,
        "Da": 15.395424842834473,
        "E_coh": 0.4056239426136017,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.86,
              49.9
            ],
            [
              -93.79,
              49.9
            ],
            [
              -93.76,
              49.86
            ],
            [
              -93.77,
              49.82
            ],
            [
              -93.8,
              49.8
            ],
            [
              -93.82,
              49.8
            ],
            [
              -93.83,
              49.81
            ],
            [
              -93.86,
              49.81
            ],
            [
              -93.87,
              49.82
            ],
            [
              -93.91,
              49.82
            ],
            [
              -93.93,
              49.83
            ],
            [
              -93.93,
              49.86
            ],
            [
              -93.89,
              49.89
            ],
            [
              -93.87,
              49.89
            ],
            [
              -93.86,
              49.9
            ]
          ]
        ]
      },
      "raw_probability": 0.0615,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "baa6363539b886d70a316b308cf4a478e75195dbf978ed9fdb7630e7541b7f0f",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0615,
        "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": "dd72e76008d9a7b02679ec45983901c1b45e50e2d04bb04072e9e447fbf70e22",
        "signature": {
          "alg": "ed25519",
          "sig": "f55c4ee5a4671ed1e682178644d7ccd7f1361af9588b339bc0211515ab03a1218a593e36f617eae186e95e37ff8dd6de6a4e2b8c1ce50088d73c85e1bffedf05"
        }
      },
      "receipt_sha256": "dd72e76008d9a7b02679ec45983901c1b45e50e2d04bb04072e9e447fbf70e22"
    },
    {
      "storm_id": "272404",
      "lat": 34.8855,
      "lon": -74.8076,
      "motion_east": 6.8,
      "motion_south": -7.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2075.0,
      "ebshear": 10.0,
      "srh01": 21.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.6124
        },
        {
          "name": "alignment",
          "value": 6.9924
        },
        {
          "name": "tau",
          "value": 2.6205
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0613
      },
      "coherence_score": 2.6204519271850586,
      "coherence_diagnostics": {
        "tau": 2.6204519271850586,
        "grad_tau": 0.15611985325813293,
        "torsion": 0.0,
        "alignment": 6.992446422576904,
        "S_field": 0.20980407297611237,
        "Gamma_field": 0.4907238781452179,
        "S_over_Gamma": 0.42753997445106506,
        "Da": 32.92680358886719,
        "E_coh": 0.2293795496225357,
        "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": [
          [
            [
              -74.82,
              35.12
            ],
            [
              -74.78,
              35.11
            ],
            [
              -74.77,
              35.1
            ],
            [
              -74.77,
              35.07
            ],
            [
              -74.79,
              35.05
            ],
            [
              -74.79,
              35.03
            ],
            [
              -74.83,
              34.96
            ],
            [
              -74.81,
              34.93
            ],
            [
              -74.81,
              34.91
            ],
            [
              -74.76,
              34.81
            ],
            [
              -74.76,
              34.79
            ],
            [
              -74.78,
              34.76
            ],
            [
              -74.76,
              34.75
            ],
            [
              -74.72,
              34.71
            ],
            [
              -74.72,
              34.67
            ],
            [
              -74.73,
              34.66
            ],
            [
              -74.77,
              34.66
            ],
            [
              -74.78,
              34.67
            ],
            [
              -74.78,
              34.7
            ],
            [
              -74.8,
              34.72
            ],
            [
              -74.8,
              34.73
            ],
            [
              -74.89,
              34.78
            ],
            [
              -74.94,
              34.88
            ],
            [
              -74.92,
              34.94
            ],
            [
              -74.91,
              34.94
            ],
            [
              -74.87,
              34.98
            ],
            [
              -74.88,
              35.06
            ],
            [
              -74.86,
              35.07
            ],
            [
              -74.82,
              35.12
            ]
          ]
        ]
      },
      "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": "2026-08-03T20:59:00Z",
        "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": "d58937bb682dbda16636243660f9b80b9d7c391894364e1acf7e02c506afe7e0",
        "signature": {
          "alg": "ed25519",
          "sig": "88bad05f7bf5398cf475ce4242c06d3b2c32ef51918b2acb9e77fd14e3e62efe39e15dbabef4b85406891c7168ec335392682cb7529e2e06c7e55761029e8b02"
        }
      },
      "receipt_sha256": "d58937bb682dbda16636243660f9b80b9d7c391894364e1acf7e02c506afe7e0"
    },
    {
      "storm_id": "273165",
      "lat": 27.3608,
      "lon": -84.7831,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3184.0,
      "ebshear": 6.0,
      "srh01": 25.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.6124
        },
        {
          "name": "alignment",
          "value": 2.2302
        },
        {
          "name": "tau",
          "value": 2.8076
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0608
      },
      "coherence_score": 2.8076157569885254,
      "coherence_diagnostics": {
        "tau": 2.8076157569885254,
        "grad_tau": 0.2817740738391876,
        "torsion": 0.0,
        "alignment": 2.230151891708374,
        "S_field": 0.649146556854248,
        "Gamma_field": 0.23572388291358948,
        "S_over_Gamma": 2.753843069076538,
        "Da": 13.70727825164795,
        "E_coh": 0.9402738213539124,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.81,
              27.41
            ],
            [
              -84.8,
              27.41
            ],
            [
              -84.78,
              27.39
            ],
            [
              -84.75,
              27.39
            ],
            [
              -84.73,
              27.4
            ],
            [
              -84.73,
              27.32
            ],
            [
              -84.74,
              27.33
            ],
            [
              -84.78,
              27.33
            ],
            [
              -84.81,
              27.3
            ],
            [
              -84.81,
              27.32
            ],
            [
              -84.82,
              27.33
            ],
            [
              -84.81,
              27.35
            ],
            [
              -84.81,
              27.41
            ]
          ]
        ]
      },
      "raw_probability": 0.0608,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "4e58b681f083d99af21c518a001fb7d9c060854b093831fc801183d851ac1993",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0608,
        "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": "64931c00807f0b1a9ea664af01a4ec564cbda80e63b497712278559d1b654d30",
        "signature": {
          "alg": "ed25519",
          "sig": "5b8cc93995e1f80291b645ca6a31ad659abc2286a8913806872dc192e96e96422c507249bd4f3ba7c37e4cf0af0463826b07cedf853c423fa3a1885b4277bd0c"
        }
      },
      "receipt_sha256": "64931c00807f0b1a9ea664af01a4ec564cbda80e63b497712278559d1b654d30"
    },
    {
      "storm_id": "272854",
      "lat": 33.7756,
      "lon": -79.3511,
      "motion_east": 2.0,
      "motion_south": -6.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2183.0,
      "ebshear": 16.0,
      "srh01": 33.0,
      "maxllaz": 0.005,
      "mesh": 0.14,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.4874
        },
        {
          "name": "alignment",
          "value": 0.8023
        },
        {
          "name": "tau",
          "value": 1.9109
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0607
      },
      "coherence_score": 1.9109115600585938,
      "coherence_diagnostics": {
        "tau": 1.9109115600585938,
        "grad_tau": 0.2976436913013458,
        "torsion": 0.0,
        "alignment": 0.8023213148117065,
        "S_field": 0.3262753486633301,
        "Gamma_field": 0.28155720233917236,
        "S_over_Gamma": 1.1588243246078491,
        "Da": 17.225969314575195,
        "E_coh": 0.9087042212486267,
        "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": [
          [
            [
              -79.38,
              33.81
            ],
            [
              -79.32,
              33.81
            ],
            [
              -79.3,
              33.8
            ],
            [
              -79.3,
              33.74
            ],
            [
              -79.31,
              33.73
            ],
            [
              -79.37,
              33.73
            ],
            [
              -79.4,
              33.76
            ],
            [
              -79.4,
              33.79
            ],
            [
              -79.38,
              33.81
            ]
          ]
        ]
      },
      "raw_probability": 0.0607,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "a05859cd372b623b108d7b5ec57baa0c9b9323378bba46753341ff13a042c815",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0607,
        "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": "0c1de08818926a0f1000c075b9223f30f16855a3262dc619e3075f6e7549d509",
        "signature": {
          "alg": "ed25519",
          "sig": "1d4551ad4c69824d25a797c8341128745fc88aa493f9527a33bbc0e5d9f76c0bf159ce8707610ef20a9763f0f0e80fbfd150cb3374aa385acb36e44d75726809"
        }
      },
      "receipt_sha256": "0c1de08818926a0f1000c075b9223f30f16855a3262dc619e3075f6e7549d509"
    },
    {
      "storm_id": "272966",
      "lat": 34.0933,
      "lon": -79.4989,
      "motion_east": 2.3,
      "motion_south": -6.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2565.0,
      "ebshear": 16.0,
      "srh01": 33.0,
      "maxllaz": 0.001,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.4874
        },
        {
          "name": "alignment",
          "value": 0.8023
        },
        {
          "name": "tau",
          "value": 1.9109
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0607
      },
      "coherence_score": 1.9109115600585938,
      "coherence_diagnostics": {
        "tau": 1.9109115600585938,
        "grad_tau": 0.2976436913013458,
        "torsion": 0.0,
        "alignment": 0.8023213148117065,
        "S_field": 0.3262753486633301,
        "Gamma_field": 0.28155720233917236,
        "S_over_Gamma": 1.1588243246078491,
        "Da": 17.225969314575195,
        "E_coh": 0.9087042212486267,
        "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": [
          [
            [
              -79.52,
              34.13
            ],
            [
              -79.48,
              34.13
            ],
            [
              -79.45,
              34.11
            ],
            [
              -79.45,
              34.08
            ],
            [
              -79.48,
              34.05
            ],
            [
              -79.52,
              34.05
            ],
            [
              -79.53,
              34.06
            ],
            [
              -79.54,
              34.1
            ],
            [
              -79.52,
              34.13
            ]
          ]
        ]
      },
      "raw_probability": 0.0607,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "a05859cd372b623b108d7b5ec57baa0c9b9323378bba46753341ff13a042c815",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0607,
        "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": "0c1de08818926a0f1000c075b9223f30f16855a3262dc619e3075f6e7549d509",
        "signature": {
          "alg": "ed25519",
          "sig": "1d4551ad4c69824d25a797c8341128745fc88aa493f9527a33bbc0e5d9f76c0bf159ce8707610ef20a9763f0f0e80fbfd150cb3374aa385acb36e44d75726809"
        }
      },
      "receipt_sha256": "0c1de08818926a0f1000c075b9223f30f16855a3262dc619e3075f6e7549d509"
    },
    {
      "storm_id": "273121",
      "lat": 50.295,
      "lon": -95.0679,
      "motion_east": 4.6,
      "motion_south": 0.9,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1.0,
      "ebshear": 1.0,
      "srh01": 18.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.4874
        },
        {
          "name": "alignment",
          "value": 2.1777
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0604
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3674296736717224,
        "torsion": 0.0,
        "alignment": 2.177703857421875,
        "S_field": 0.1545594334602356,
        "Gamma_field": 0.3057239055633545,
        "S_over_Gamma": 0.505552351474762,
        "Da": 16.589231491088867,
        "E_coh": 0.023644065484404564,
        "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": [
          [
            [
              -95.03,
              50.35
            ],
            [
              -95.0,
              50.35
            ],
            [
              -94.98,
              50.33
            ],
            [
              -95.0,
              50.29
            ],
            [
              -95.02,
              50.28
            ],
            [
              -95.05,
              50.28
            ],
            [
              -95.09,
              50.23
            ],
            [
              -95.15,
              50.24
            ],
            [
              -95.16,
              50.25
            ],
            [
              -95.16,
              50.26
            ],
            [
              -95.12,
              50.3
            ],
            [
              -95.1,
              50.31
            ],
            [
              -95.06,
              50.31
            ],
            [
              -95.03,
              50.35
            ]
          ]
        ]
      },
      "raw_probability": 0.0604,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "e203a438951a64e4e584651e53d0e39ec402b2b122b8a123cb8d2761d8f618fc",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0604,
        "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": "2c0e81781d7424285b5a00794979896ee7263b0fb221d64626f508a4b8ae7d22",
        "signature": {
          "alg": "ed25519",
          "sig": "79b515af015febbd521f83c6da0d9509d3ab252a9f6b6fe660795a767f42a1341eb83792dd09720781050641f5cd191cbffc59408f81f70900dcbaeed0c9b10e"
        }
      },
      "receipt_sha256": "2c0e81781d7424285b5a00794979896ee7263b0fb221d64626f508a4b8ae7d22"
    },
    {
      "storm_id": "272406",
      "lat": 33.7991,
      "lon": -79.8036,
      "motion_east": 2.3,
      "motion_south": -6.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2148.0,
      "ebshear": 19.0,
      "srh01": 31.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.4874
        },
        {
          "name": "alignment",
          "value": 0.8023
        },
        {
          "name": "tau",
          "value": 1.9109
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0601
      },
      "coherence_score": 1.9109115600585938,
      "coherence_diagnostics": {
        "tau": 1.9109115600585938,
        "grad_tau": 0.2976436913013458,
        "torsion": 0.0,
        "alignment": 0.8023213148117065,
        "S_field": 0.3262753486633301,
        "Gamma_field": 0.28155720233917236,
        "S_over_Gamma": 1.1588243246078491,
        "Da": 17.225969314575195,
        "E_coh": 0.9087042212486267,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.77,
              33.84
            ],
            [
              -79.75,
              33.83
            ],
            [
              -79.75,
              33.78
            ],
            [
              -79.78,
              33.75
            ],
            [
              -79.84,
              33.75
            ],
            [
              -79.85,
              33.76
            ],
            [
              -79.85,
              33.79
            ],
            [
              -79.84,
              33.81
            ],
            [
              -79.83,
              33.82
            ],
            [
              -79.81,
              33.82
            ],
            [
              -79.77,
              33.84
            ]
          ]
        ]
      },
      "raw_probability": 0.0601,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "0a70c79cd9a754c1ecca89e00dd69e5f04ddd937fa8846b6121de9fff78199d2",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0601,
        "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": "22fb6cabbac3ea2d0ab5c8c7f311cf53b6d23d8101e1bb09ad9c0e134f0da950",
        "signature": {
          "alg": "ed25519",
          "sig": "998dec4ffd229a1d0cfecce493a3dc36aaa6a005c90b9209f917b33a0e52e5b30c6a92c81c29bb8330325ed138c346aa0e60faa0bfe667e5ebad1b7b3af9fc00"
        }
      },
      "receipt_sha256": "22fb6cabbac3ea2d0ab5c8c7f311cf53b6d23d8101e1bb09ad9c0e134f0da950"
    },
    {
      "storm_id": "273040",
      "lat": 29.405,
      "lon": -90.9758,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2052.0,
      "ebshear": 21.0,
      "srh01": 11.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.6124
        },
        {
          "name": "alignment",
          "value": -2.206
        },
        {
          "name": "tau",
          "value": 1.6886
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0599
      },
      "coherence_score": 1.6886179447174072,
      "coherence_diagnostics": {
        "tau": 1.6886179447174072,
        "grad_tau": 0.5700548887252808,
        "torsion": 0.0,
        "alignment": -2.2060272693634033,
        "S_field": 0.8841456174850464,
        "Gamma_field": 0.2223905473947525,
        "S_over_Gamma": 3.9756438732147217,
        "Da": 13.721879959106445,
        "E_coh": 0.9554451704025269,
        "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": [
          [
            [
              -91.01,
              29.44
            ],
            [
              -90.92,
              29.44
            ],
            [
              -90.92,
              29.43
            ],
            [
              -90.94,
              29.42
            ],
            [
              -90.95,
              29.43
            ],
            [
              -90.97,
              29.42
            ],
            [
              -90.99,
              29.4
            ],
            [
              -90.99,
              29.37
            ],
            [
              -90.98,
              29.36
            ],
            [
              -91.01,
              29.35
            ],
            [
              -91.02,
              29.36
            ],
            [
              -91.01,
              29.44
            ]
          ]
        ]
      },
      "raw_probability": 0.0599,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "f93c6e975047df02f2427ab1f55088a190fd1bcc6f1d6326c9cb53846fbba277",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0599,
        "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": "ff2ceafbe2a7404130956c729f35685d89623963bf0a60814308a838dedf5a23",
        "signature": {
          "alg": "ed25519",
          "sig": "c8590b53c96c06bddb4f65b2bf2bb5a0e96f3884c9214b61cd37253891982b10f021c1343db33e839d86a8955e26f5bef1fac4a9d852ba303a2e37b592ebcb01"
        }
      },
      "receipt_sha256": "ff2ceafbe2a7404130956c729f35685d89623963bf0a60814308a838dedf5a23"
    },
    {
      "storm_id": "272677",
      "lat": 24.9078,
      "lon": -77.9711,
      "motion_east": 4.2,
      "motion_south": 0.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3175.0,
      "ebshear": 18.0,
      "srh01": 55.0,
      "maxllaz": 0.001,
      "mesh": 0.48,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.4874
        },
        {
          "name": "alignment",
          "value": 2.8223
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0598
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.6519098281860352,
        "torsion": 0.0,
        "alignment": 2.822296142578125,
        "S_field": 1.2310782670974731,
        "Gamma_field": 0.2565572261810303,
        "S_over_Gamma": 4.798454761505127,
        "Da": 15.456328392028809,
        "E_coh": 0.9810936450958252,
        "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": [
          [
            [
              -77.99,
              24.94
            ],
            [
              -77.93,
              24.94
            ],
            [
              -77.93,
              24.88
            ],
            [
              -77.94,
              24.87
            ],
            [
              -77.97,
              24.87
            ],
            [
              -77.99,
              24.89
            ],
            [
              -78.0,
              24.91
            ],
            [
              -78.0,
              24.93
            ],
            [
              -77.99,
              24.94
            ]
          ]
        ]
      },
      "raw_probability": 0.0598,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "ba7278bec7600579180e3271032c980c0fdaa5974aa0730da4f42cf756bdbd28",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0598,
        "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": "4332b13695479bca901ed01eaa27ce964b4453014f39a372571db193179ecacf",
        "signature": {
          "alg": "ed25519",
          "sig": "da1fb9b9a77d0fd2d8ef7808282d8faae559442afd6a9859502493d342d3152b4a3fce68455c96cd7dffb0c6d6a2d457319f182edec3bb8a8cf5001520307900"
        }
      },
      "receipt_sha256": "4332b13695479bca901ed01eaa27ce964b4453014f39a372571db193179ecacf"
    },
    {
      "storm_id": "273163",
      "lat": 31.6931,
      "lon": -81.3615,
      "motion_east": 5.5,
      "motion_south": 0.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1956.0,
      "ebshear": 16.0,
      "srh01": 40.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.7374
        },
        {
          "name": "alignment",
          "value": 0.9549
        },
        {
          "name": "tau",
          "value": 1.8431
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0589
      },
      "coherence_score": 1.8430676460266113,
      "coherence_diagnostics": {
        "tau": 1.8430676460266113,
        "grad_tau": 0.24413155019283295,
        "torsion": 0.0,
        "alignment": 0.9549379944801331,
        "S_field": 0.08530876040458679,
        "Gamma_field": 0.3282238841056824,
        "S_over_Gamma": 0.2599102854728699,
        "Da": 18.780637741088867,
        "E_coh": 0.1965809017419815,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.39,
              31.73
            ],
            [
              -81.34,
              31.73
            ],
            [
              -81.33,
              31.72
            ],
            [
              -81.32,
              31.7
            ],
            [
              -81.32,
              31.66
            ],
            [
              -81.33,
              31.65
            ],
            [
              -81.34,
              31.66
            ],
            [
              -81.36,
              31.65
            ],
            [
              -81.39,
              31.67
            ],
            [
              -81.39,
              31.69
            ],
            [
              -81.4,
              31.7
            ],
            [
              -81.4,
              31.72
            ],
            [
              -81.39,
              31.73
            ]
          ]
        ]
      },
      "raw_probability": 0.0589,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "02d40cc6c06230edbf771ca053209e3b4bae31c6cf1f26956232e6e374b8f4d5",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0589,
        "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": "297ce170aedfe369c124b6ea316e7218b29797d81f357ad0ed66ddd91328dc9b",
        "signature": {
          "alg": "ed25519",
          "sig": "12ef3d654d3b039c1b9cf9bb6aa880195a886df72945997e351834651442d41d7d44a2c74b7121c375336dfb28dd756db7381c0e4d9a7c83e71be322ed5bbd08"
        }
      },
      "receipt_sha256": "297ce170aedfe369c124b6ea316e7218b29797d81f357ad0ed66ddd91328dc9b"
    },
    {
      "storm_id": "273094",
      "lat": 33.1838,
      "lon": -109.555,
      "motion_east": 1.4,
      "motion_south": 3.6,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1121.0,
      "ebshear": 22.0,
      "srh01": 34.0,
      "maxllaz": 0.001,
      "mesh": 0.6,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.7374
        },
        {
          "name": "alignment",
          "value": -0.0014
        },
        {
          "name": "tau",
          "value": 0.5802
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0585
      },
      "coherence_score": 0.5801858901977539,
      "coherence_diagnostics": {
        "tau": 0.5801858901977539,
        "grad_tau": 0.3642127215862274,
        "torsion": 0.0,
        "alignment": -0.001354379579424858,
        "S_field": 0.3705746829509735,
        "Gamma_field": 1.092390537261963,
        "S_over_Gamma": 0.33923277258872986,
        "Da": 67.14492797851562,
        "E_coh": 0.9440354704856873,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.58,
              33.21
            ],
            [
              -109.53,
              33.21
            ],
            [
              -109.51,
              33.19
            ],
            [
              -109.51,
              33.17
            ],
            [
              -109.55,
              33.13
            ],
            [
              -109.59,
              33.15
            ],
            [
              -109.59,
              33.2
            ],
            [
              -109.58,
              33.21
            ]
          ]
        ]
      },
      "raw_probability": 0.0585,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "3336f323bcf2b6a0298be9b6a13eaf043927444e805cd159583eae657e4d4a02",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0585,
        "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": "992cce9ebe486512dc9daa8425ae333dbba36bd2fe5317e1eaf5e36fe089fad3",
        "signature": {
          "alg": "ed25519",
          "sig": "7b7c3f860599001c7a8ee8978e17a27a3583113e2b89d65141375ac94da1a2b63989bfe5cc2ad1f00f8b452d64e300cf1256c9c4df6f0b9eb403d16f4a696e0e"
        }
      },
      "receipt_sha256": "992cce9ebe486512dc9daa8425ae333dbba36bd2fe5317e1eaf5e36fe089fad3"
    },
    {
      "storm_id": "273066",
      "lat": 39.4027,
      "lon": -104.7836,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 262.0,
      "ebshear": 30.0,
      "srh01": 27.0,
      "maxllaz": 0.005,
      "mesh": 0.17,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 12.9874
        },
        {
          "name": "alignment",
          "value": 0.338
        },
        {
          "name": "tau",
          "value": 0.2936
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.058
      },
      "coherence_score": 0.29355388879776,
      "coherence_diagnostics": {
        "tau": 0.29355388879776,
        "grad_tau": 0.05213107541203499,
        "torsion": 0.0,
        "alignment": 0.33800825476646423,
        "S_field": 0.13052889704704285,
        "Gamma_field": 0.5998905897140503,
        "S_over_Gamma": 0.21758784353733063,
        "Da": 35.35932922363281,
        "E_coh": 0.39453527331352234,
        "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": [
          [
            [
              -104.81,
              39.44
            ],
            [
              -104.77,
              39.44
            ],
            [
              -104.75,
              39.42
            ],
            [
              -104.74,
              39.42
            ],
            [
              -104.74,
              39.37
            ],
            [
              -104.76,
              39.36
            ],
            [
              -104.79,
              39.36
            ],
            [
              -104.81,
              39.37
            ],
            [
              -104.82,
              39.38
            ],
            [
              -104.82,
              39.43
            ],
            [
              -104.81,
              39.44
            ]
          ]
        ]
      },
      "raw_probability": 0.058,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "728bcc7d5c0f3728de3fa536031fbcf46b145647b8a6ef62d1b10c891099f4f1",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.058,
        "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": "25418ee5c2f05772cfc80b8e641a108a9ad931dad6ad6ebea77d9d766e93f6b3",
        "signature": {
          "alg": "ed25519",
          "sig": "44e8e422188a353b5b49669d4d953fae2b8d24a443599af16174b25fa01450e98aaa2a4a62fa67f074c3e6140639a37933a6480693725b5365133d39cc02fa02"
        }
      },
      "receipt_sha256": "25418ee5c2f05772cfc80b8e641a108a9ad931dad6ad6ebea77d9d766e93f6b3"
    },
    {
      "storm_id": "272962",
      "lat": 38.235,
      "lon": -77.22,
      "motion_east": 4.6,
      "motion_south": 1.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2151.0,
      "ebshear": 27.0,
      "srh01": 38.0,
      "maxllaz": 0.005,
      "mesh": 0.09,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.8624
        },
        {
          "name": "alignment",
          "value": 2.0185
        },
        {
          "name": "tau",
          "value": 1.3664
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0578
      },
      "coherence_score": 1.3663570880889893,
      "coherence_diagnostics": {
        "tau": 1.3663570880889893,
        "grad_tau": 0.4213714003562927,
        "torsion": 0.0,
        "alignment": 2.0184555053710938,
        "S_field": 0.3123953640460968,
        "Gamma_field": 0.21655721962451935,
        "S_over_Gamma": 1.4425534009933472,
        "Da": 13.364767074584961,
        "E_coh": 0.8374265432357788,
        "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": [
          [
            [
              -77.23,
              38.27
            ],
            [
              -77.18,
              38.27
            ],
            [
              -77.18,
              38.22
            ],
            [
              -77.2,
              38.2
            ],
            [
              -77.24,
              38.2
            ],
            [
              -77.25,
              38.21
            ],
            [
              -77.25,
              38.24
            ],
            [
              -77.23,
              38.27
            ]
          ]
        ]
      },
      "raw_probability": 0.0578,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "df5cbef70fd1b9fe8558c6efba177d84deb510da431bfc9b0b13694ec3772213",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0578,
        "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": "3a49c66b6c4ace0f49631e605a4716c3dae348efe30b3135a107bad14b1a1ae3",
        "signature": {
          "alg": "ed25519",
          "sig": "ed6e6fff9e12a85cd3ee9532fe83bd85a594b3829ea68fb7731d8f9d0421dae9b72a0812d630c5b29e28244228093afdcd038338fd9b8b71c9c506522a3aff03"
        }
      },
      "receipt_sha256": "3a49c66b6c4ace0f49631e605a4716c3dae348efe30b3135a107bad14b1a1ae3"
    },
    {
      "storm_id": "273143",
      "lat": 31.288,
      "lon": -108.722,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1182.0,
      "ebshear": 25.0,
      "srh01": 24.0,
      "maxllaz": 0.002,
      "mesh": 0.27,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.7374
        },
        {
          "name": "alignment",
          "value": 1.1895
        },
        {
          "name": "tau",
          "value": 2.5128
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0574
      },
      "coherence_score": 2.512807846069336,
      "coherence_diagnostics": {
        "tau": 2.512807846069336,
        "grad_tau": 0.42948535084724426,
        "torsion": 0.0,
        "alignment": 1.1895322799682617,
        "S_field": 1.8378214836120605,
        "Gamma_field": 0.2898905575275421,
        "S_over_Gamma": 6.339707851409912,
        "Da": 17.633769989013672,
        "E_coh": 0.9500025510787964,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.75,
              31.33
            ],
            [
              -108.71,
              31.33
            ],
            [
              -108.69,
              31.31
            ],
            [
              -108.69,
              31.28
            ],
            [
              -108.68,
              31.26
            ],
            [
              -108.7,
              31.24
            ],
            [
              -108.74,
              31.25
            ],
            [
              -108.76,
              31.27
            ],
            [
              -108.75,
              31.28
            ],
            [
              -108.75,
              31.33
            ]
          ]
        ]
      },
      "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": "2026-08-03T20:59:00Z",
        "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": "ba62cfd2cb4c768399ffdd24a28793bbf2a0030a5bc6bcdb7a8b16a1eb3307bc",
        "signature": {
          "alg": "ed25519",
          "sig": "b0da4101bd495e29a4d98d41092c296e636f9334d2ade3430f2cd58cb50f84cd697b40e77442f087d225e0762c76968b0cd8cf3febdae0c397e1929aff3fa605"
        }
      },
      "receipt_sha256": "ba62cfd2cb4c768399ffdd24a28793bbf2a0030a5bc6bcdb7a8b16a1eb3307bc"
    },
    {
      "storm_id": "272888",
      "lat": 26.6288,
      "lon": -79.8669,
      "motion_east": 4.0,
      "motion_south": 0.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2031.0,
      "ebshear": 12.0,
      "srh01": 30.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.1124
        },
        {
          "name": "alignment",
          "value": 0.8474
        },
        {
          "name": "tau",
          "value": 2.5089
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0573
      },
      "coherence_score": 2.5088515281677246,
      "coherence_diagnostics": {
        "tau": 2.5088515281677246,
        "grad_tau": 0.6021690368652344,
        "torsion": 0.0,
        "alignment": 0.8474347591400146,
        "S_field": 0.9235402345657349,
        "Gamma_field": 0.21822388470172882,
        "S_over_Gamma": 4.232076644897461,
        "Da": 14.119194030761719,
        "E_coh": 0.983153760433197,
        "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": [
          [
            [
              -79.88,
              26.69
            ],
            [
              -79.85,
              26.69
            ],
            [
              -79.84,
              26.68
            ],
            [
              -79.84,
              26.66
            ],
            [
              -79.81,
              26.61
            ],
            [
              -79.82,
              26.6
            ],
            [
              -79.81,
              26.57
            ],
            [
              -79.83,
              26.56
            ],
            [
              -79.89,
              26.56
            ],
            [
              -79.9,
              26.57
            ],
            [
              -79.92,
              26.57
            ],
            [
              -79.92,
              26.63
            ],
            [
              -79.9,
              26.65
            ],
            [
              -79.9,
              26.66
            ],
            [
              -79.88,
              26.67
            ],
            [
              -79.88,
              26.69
            ]
          ]
        ]
      },
      "raw_probability": 0.0573,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "6d9dca8b50829232fa96eac23041400d38b3aa50e8301df1cdfa866f9fd73812",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0573,
        "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": "73b62bc72a8e9222ec3f01c6a9a60f4da99b63bb4f1371e92914a1dde7d44103",
        "signature": {
          "alg": "ed25519",
          "sig": "86267816c2d61fa3c911dc4a5981d2214e8d265038821a5a8db3b7eedd9d5a13ecb0b8fc18f63990c98c6a5679324b0f2dac30f5e7bf75fba84cae6c0b91680d"
        }
      },
      "receipt_sha256": "73b62bc72a8e9222ec3f01c6a9a60f4da99b63bb4f1371e92914a1dde7d44103"
    },
    {
      "storm_id": "273036",
      "lat": 34.275,
      "lon": -76.4233,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2433.0,
      "ebshear": 16.0,
      "srh01": 6.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 62.2374
        },
        {
          "name": "alignment",
          "value": -0.9842
        },
        {
          "name": "tau",
          "value": 2.6948
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0567
      },
      "coherence_score": 2.694800853729248,
      "coherence_diagnostics": {
        "tau": 2.694800853729248,
        "grad_tau": 0.49487975239753723,
        "torsion": 0.0,
        "alignment": -0.984214186668396,
        "S_field": 0.3762325048446655,
        "Gamma_field": 0.28655722737312317,
        "S_over_Gamma": 1.312940239906311,
        "Da": 19.318166732788086,
        "E_coh": 0.9445573091506958,
        "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": [
          [
            [
              -76.45,
              34.3
            ],
            [
              -76.39,
              34.3
            ],
            [
              -76.39,
              34.26
            ],
            [
              -76.41,
              34.24
            ],
            [
              -76.45,
              34.25
            ],
            [
              -76.45,
              34.3
            ]
          ]
        ]
      },
      "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": "2026-08-03T20:59:00Z",
        "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": "ba46c492c680f71e706d2a90f850f950213eda5ab7426399697b327ba72ce78f",
        "signature": {
          "alg": "ed25519",
          "sig": "db41fa83c8b758be7f516bf3a11ee62e75b5e7d9a3be6db0449fae301a1b29be86d2fd320bb70062a38dd8a4af896b55de5540d8219e3c9957a8e66cbab67902"
        }
      },
      "receipt_sha256": "ba46c492c680f71e706d2a90f850f950213eda5ab7426399697b327ba72ce78f"
    },
    {
      "storm_id": "273159",
      "lat": 34.185,
      "lon": -78.357,
      "motion_east": 2.0,
      "motion_south": -2.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2668.0,
      "ebshear": 10.0,
      "srh01": 39.0,
      "maxllaz": 0.004,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.3624
        },
        {
          "name": "alignment",
          "value": 3.2863
        },
        {
          "name": "tau",
          "value": 2.2117
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0567
      },
      "coherence_score": 2.211702346801758,
      "coherence_diagnostics": {
        "tau": 2.211702346801758,
        "grad_tau": 0.40588468313217163,
        "torsion": 0.0,
        "alignment": 3.286292552947998,
        "S_field": 0.7152971029281616,
        "Gamma_field": 0.20905721187591553,
        "S_over_Gamma": 3.4215376377105713,
        "Da": 12.958699226379395,
        "E_coh": 0.9411684274673462,
        "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": [
          [
            [
              -78.38,
              34.21
            ],
            [
              -78.36,
              34.2
            ],
            [
              -78.33,
              34.2
            ],
            [
              -78.32,
              34.19
            ],
            [
              -78.32,
              34.16
            ],
            [
              -78.33,
              34.15
            ],
            [
              -78.37,
              34.15
            ],
            [
              -78.39,
              34.18
            ],
            [
              -78.39,
              34.2
            ],
            [
              -78.38,
              34.21
            ]
          ]
        ]
      },
      "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": "2026-08-03T20:59:00Z",
        "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": "ba46c492c680f71e706d2a90f850f950213eda5ab7426399697b327ba72ce78f",
        "signature": {
          "alg": "ed25519",
          "sig": "db41fa83c8b758be7f516bf3a11ee62e75b5e7d9a3be6db0449fae301a1b29be86d2fd320bb70062a38dd8a4af896b55de5540d8219e3c9957a8e66cbab67902"
        }
      },
      "receipt_sha256": "ba46c492c680f71e706d2a90f850f950213eda5ab7426399697b327ba72ce78f"
    },
    {
      "storm_id": "273140",
      "lat": 35.6078,
      "lon": -77.5789,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2203.0,
      "ebshear": 22.0,
      "srh01": 33.0,
      "maxllaz": 0.004,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.8624
        },
        {
          "name": "alignment",
          "value": 1.3383
        },
        {
          "name": "tau",
          "value": 2.0265
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0559
      },
      "coherence_score": 2.026479721069336,
      "coherence_diagnostics": {
        "tau": 2.026479721069336,
        "grad_tau": 0.42799288034439087,
        "torsion": 0.0,
        "alignment": 1.338257074356079,
        "S_field": 0.6362317800521851,
        "Gamma_field": 0.24405720829963684,
        "S_over_Gamma": 2.606896162033081,
        "Da": 14.822895050048828,
        "E_coh": 0.8433411717414856,
        "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": [
          [
            [
              -77.59,
              35.64
            ],
            [
              -77.53,
              35.64
            ],
            [
              -77.53,
              35.57
            ],
            [
              -77.58,
              35.56
            ],
            [
              -77.6,
              35.58
            ],
            [
              -77.6,
              35.6
            ],
            [
              -77.59,
              35.61
            ],
            [
              -77.6,
              35.63
            ],
            [
              -77.59,
              35.64
            ]
          ]
        ]
      },
      "raw_probability": 0.0559,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "3b5bb88e998c478203911456c08f77c1addd321bdaebef70f0712eff2bf448fc",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0559,
        "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": "ce46f6a7ed75edfe196d26bc0a3fcb94fb7abfbbfc89b32b4472e4cb24d9e0db",
        "signature": {
          "alg": "ed25519",
          "sig": "84337e3d3d62c6d656f4022466ed6f98fe56b573314e15683ea4e146e55763da7357d38a36736ce336e92813677e953d77ff311241f66484aaca654cb0f6330f"
        }
      },
      "receipt_sha256": "ce46f6a7ed75edfe196d26bc0a3fcb94fb7abfbbfc89b32b4472e4cb24d9e0db"
    },
    {
      "storm_id": "272976",
      "lat": 37.8756,
      "lon": -77.6456,
      "motion_east": 5.9,
      "motion_south": 2.6,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1525.0,
      "ebshear": 23.0,
      "srh01": 30.0,
      "maxllaz": 0.002,
      "mesh": 0.22,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.8624
        },
        {
          "name": "alignment",
          "value": 1.7507
        },
        {
          "name": "tau",
          "value": 1.5974
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0553
      },
      "coherence_score": 1.5974342823028564,
      "coherence_diagnostics": {
        "tau": 1.5974342823028564,
        "grad_tau": 0.3535307049751282,
        "torsion": 0.0,
        "alignment": 1.7506837844848633,
        "S_field": 0.42669135332107544,
        "Gamma_field": 0.26739054918289185,
        "S_over_Gamma": 1.5957608222961426,
        "Da": 17.15597152709961,
        "E_coh": 0.9221987724304199,
        "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": [
          [
            [
              -77.66,
              37.91
            ],
            [
              -77.62,
              37.91
            ],
            [
              -77.61,
              37.87
            ],
            [
              -77.63,
              37.85
            ],
            [
              -77.63,
              37.84
            ],
            [
              -77.66,
              37.84
            ],
            [
              -77.67,
              37.85
            ],
            [
              -77.67,
              37.9
            ],
            [
              -77.66,
              37.91
            ]
          ]
        ]
      },
      "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": "2026-08-03T20:59:00Z",
        "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": "b6da3b94e207301b260612ef0519a875f0b0afbcca50bdee6930b3a383a0b86c",
        "signature": {
          "alg": "ed25519",
          "sig": "72364f02ddfc2399b763d3d2d933319e01fb5a7f4e5d07631d0add3d078f8897501e40f668aac444ead9699eedc34c3d37fccfe4fef008b5e0847b7079032d02"
        }
      },
      "receipt_sha256": "b6da3b94e207301b260612ef0519a875f0b0afbcca50bdee6930b3a383a0b86c"
    },
    {
      "storm_id": "273125",
      "lat": 49.8778,
      "lon": -95.6489,
      "motion_east": 4.6,
      "motion_south": 0.9,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 20.0,
      "ebshear": 38.0,
      "srh01": 7.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.4874
        },
        {
          "name": "alignment",
          "value": 2.1777
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0545
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3674296736717224,
        "torsion": 0.0,
        "alignment": 2.177703857421875,
        "S_field": 0.1545594334602356,
        "Gamma_field": 0.3057239055633545,
        "S_over_Gamma": 0.505552351474762,
        "Da": 16.589231491088867,
        "E_coh": 0.023644065484404564,
        "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": [
          [
            [
              -95.59,
              49.94
            ],
            [
              -95.54,
              49.94
            ],
            [
              -95.53,
              49.93
            ],
            [
              -95.53,
              49.9
            ],
            [
              -95.57,
              49.86
            ],
            [
              -95.62,
              49.86
            ],
            [
              -95.65,
              49.83
            ],
            [
              -95.66,
              49.83
            ],
            [
              -95.7,
              49.8
            ],
            [
              -95.76,
              49.8
            ],
            [
              -95.77,
              49.81
            ],
            [
              -95.77,
              49.86
            ],
            [
              -95.75,
              49.88
            ],
            [
              -95.71,
              49.9
            ],
            [
              -95.66,
              49.9
            ],
            [
              -95.65,
              49.91
            ],
            [
              -95.63,
              49.91
            ],
            [
              -95.59,
              49.94
            ]
          ]
        ]
      },
      "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": "2026-08-03T20:59:00Z",
        "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": "7a56f88e496ee01b91476b243b0d73114cca1ebeaff2945c8cc873c7a6055064",
        "signature": {
          "alg": "ed25519",
          "sig": "b55dcc04ad1a1c9526dc39a3658c16e4ce83ac141de0d2d5d51b0b7f84f78e171d2f02623ef1b595db13ba0bfd89f6ada524bcf97bfb0ada18d8d78447520409"
        }
      },
      "receipt_sha256": "7a56f88e496ee01b91476b243b0d73114cca1ebeaff2945c8cc873c7a6055064"
    },
    {
      "storm_id": "272222",
      "lat": 24.7705,
      "lon": -78.575,
      "motion_east": 3.6,
      "motion_south": -1.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3557.0,
      "ebshear": 17.0,
      "srh01": 44.0,
      "maxllaz": 0.001,
      "mesh": 0.31,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.2374
        },
        {
          "name": "alignment",
          "value": 1.7598
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0544
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.5883880853652954,
        "torsion": 0.0,
        "alignment": 1.759796142578125,
        "S_field": 1.1331932544708252,
        "Gamma_field": 0.2407238781452179,
        "S_over_Gamma": 4.707440376281738,
        "Da": 14.428520202636719,
        "E_coh": 0.9820107817649841,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.65,
              24.84
            ],
            [
              -78.58,
              24.84
            ],
            [
              -78.57,
              24.83
            ],
            [
              -78.52,
              24.82
            ],
            [
              -78.5,
              24.8
            ],
            [
              -78.49,
              24.8
            ],
            [
              -78.46,
              24.77
            ],
            [
              -78.46,
              24.75
            ],
            [
              -78.45,
              24.74
            ],
            [
              -78.45,
              24.67
            ],
            [
              -78.48,
              24.65
            ],
            [
              -78.52,
              24.65
            ],
            [
              -78.59,
              24.73
            ],
            [
              -78.61,
              24.74
            ],
            [
              -78.7,
              24.74
            ],
            [
              -78.72,
              24.76
            ],
            [
              -78.72,
              24.8
            ],
            [
              -78.7,
              24.82
            ],
            [
              -78.68,
              24.82
            ],
            [
              -78.65,
              24.84
            ]
          ]
        ]
      },
      "raw_probability": 0.0544,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "83c9ab833087cb223c6b5d0b06985f322f9b7037aef757bce8792392e9aca212",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0544,
        "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": "d3506d784c1ec8690ebd485d555b44881bde1f154dc2c4cab060a55016d1ab7f",
        "signature": {
          "alg": "ed25519",
          "sig": "b7bbffaadc88627c229a5cef492f7f3363d6c088f7c461b647286f5234aad72faf7b58f1bcebdf61b7e2a1c1a5295933a738b0202160d13080f5df6a2cedb602"
        }
      },
      "receipt_sha256": "d3506d784c1ec8690ebd485d555b44881bde1f154dc2c4cab060a55016d1ab7f"
    },
    {
      "storm_id": "273126",
      "lat": 49.9022,
      "lon": -94.6122,
      "motion_east": 4.6,
      "motion_south": 1.1,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 33.0,
      "ebshear": 40.0,
      "srh01": 1.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.2374
        },
        {
          "name": "alignment",
          "value": -0.2598
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0543
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.370435893535614,
        "torsion": 0.0,
        "alignment": -0.259796142578125,
        "S_field": 0.2063158005475998,
        "Gamma_field": 0.3240572214126587,
        "S_over_Gamma": 0.6366647481918335,
        "Da": 17.37821388244629,
        "E_coh": 0.33013612031936646,
        "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": [
          [
            [
              -94.62,
              49.94
            ],
            [
              -94.6,
              49.94
            ],
            [
              -94.56,
              49.92
            ],
            [
              -94.56,
              49.89
            ],
            [
              -94.59,
              49.85
            ],
            [
              -94.64,
              49.85
            ],
            [
              -94.66,
              49.87
            ],
            [
              -94.66,
              49.92
            ],
            [
              -94.62,
              49.94
            ]
          ]
        ]
      },
      "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": "2026-08-03T20:59:00Z",
        "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": "b622727f8860a76705e37a74ad69a685ea4ef9e52d628e544dbb9baa3ed68178",
        "signature": {
          "alg": "ed25519",
          "sig": "029777dc604f12f0c7b09097ef8cf4a42ef0c3c1e23cb18f6c2135a9778604e26f14111bcece99845effae2e04ecbb823ae0dc1e22797e3d7455a37fbae7d20e"
        }
      },
      "receipt_sha256": "b622727f8860a76705e37a74ad69a685ea4ef9e52d628e544dbb9baa3ed68178"
    },
    {
      "storm_id": "272855",
      "lat": 33.5845,
      "lon": -107.5318,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 461.0,
      "ebshear": 19.0,
      "srh01": 19.0,
      "maxllaz": 0.002,
      "mesh": 0.14,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.1124
        },
        {
          "name": "alignment",
          "value": 1.4918
        },
        {
          "name": "tau",
          "value": 1.0043
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0542
      },
      "coherence_score": 1.0042771100997925,
      "coherence_diagnostics": {
        "tau": 1.0042771100997925,
        "grad_tau": 0.33230850100517273,
        "torsion": 0.0,
        "alignment": 1.4918224811553955,
        "S_field": 0.8767344951629639,
        "Gamma_field": 0.598223865032196,
        "S_over_Gamma": 1.4655625820159912,
        "Da": 38.79107666015625,
        "E_coh": 0.9319851398468018,
        "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": [
          [
            [
              -107.54,
              33.62
            ],
            [
              -107.5,
              33.61
            ],
            [
              -107.5,
              33.59
            ],
            [
              -107.51,
              33.58
            ],
            [
              -107.5,
              33.56
            ],
            [
              -107.52,
              33.55
            ],
            [
              -107.55,
              33.55
            ],
            [
              -107.56,
              33.56
            ],
            [
              -107.56,
              33.59
            ],
            [
              -107.57,
              33.6
            ],
            [
              -107.54,
              33.62
            ]
          ]
        ]
      },
      "raw_probability": 0.0542,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "6f171aa2a52b21fb4f5be4813b289459abad54cb2d064d2df7791390c16e19f4",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0542,
        "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": "9b8667d30a257144d3ac86686075c246be3f7e99723347f03ac1bdb81c75d4fe",
        "signature": {
          "alg": "ed25519",
          "sig": "018fb6f4d2c708e274b06398786fecd3b1878ef82cdb1052cd0ee5359706b7c1f1fe8c0b6fef08512c7a3d753ad251b7e62e2405ad6763af48c6b274369bbf0c"
        }
      },
      "receipt_sha256": "9b8667d30a257144d3ac86686075c246be3f7e99723347f03ac1bdb81c75d4fe"
    },
    {
      "storm_id": "273157",
      "lat": 34.746,
      "lon": -79.841,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1728.0,
      "ebshear": 19.0,
      "srh01": 12.0,
      "maxllaz": 0.001,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.8624
        },
        {
          "name": "alignment",
          "value": -1.7878
        },
        {
          "name": "tau",
          "value": 1.6953
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.054
      },
      "coherence_score": 1.6953452825546265,
      "coherence_diagnostics": {
        "tau": 1.6953452825546265,
        "grad_tau": 0.21202515065670013,
        "torsion": 0.0,
        "alignment": -1.7878245115280151,
        "S_field": 0.29504895210266113,
        "Gamma_field": 0.2990572154521942,
        "S_over_Gamma": 0.9865970015525818,
        "Da": 17.324968338012695,
        "E_coh": 0.8525465726852417,
        "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": [
          [
            [
              -79.87,
              34.78
            ],
            [
              -79.79,
              34.78
            ],
            [
              -79.79,
              34.73
            ],
            [
              -79.78,
              34.71
            ],
            [
              -79.84,
              34.71
            ],
            [
              -79.85,
              34.72
            ],
            [
              -79.87,
              34.72
            ],
            [
              -79.87,
              34.76
            ],
            [
              -79.88,
              34.77
            ],
            [
              -79.87,
              34.78
            ]
          ]
        ]
      },
      "raw_probability": 0.054,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "ac0decf3fc11a683728a778c097e3cbe8a1f27fb38c5826f4b90d4efba2cbc33",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.054,
        "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": "95258d54b5cf7436e719c97333d36e7306c5dfc794ca820500ee93cf8374d8aa",
        "signature": {
          "alg": "ed25519",
          "sig": "2eac13781065c1f1c75a656dc9cd5246d40e8fdccef132053fb0d5a6ebec5fa1541b620abd7702230825e87702e654be5bedb22f4be1549755704a098a7f3d06"
        }
      },
      "receipt_sha256": "95258d54b5cf7436e719c97333d36e7306c5dfc794ca820500ee93cf8374d8aa"
    },
    {
      "storm_id": "273124",
      "lat": 49.9769,
      "lon": -95.3369,
      "motion_east": 4.7,
      "motion_south": 1.1,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 16.0,
      "ebshear": 36.0,
      "srh01": 3.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.4874
        },
        {
          "name": "alignment",
          "value": 2.1777
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0533
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3674296736717224,
        "torsion": 0.0,
        "alignment": 2.177703857421875,
        "S_field": 0.1545594334602356,
        "Gamma_field": 0.3057239055633545,
        "S_over_Gamma": 0.505552351474762,
        "Da": 16.589231491088867,
        "E_coh": 0.023644065484404564,
        "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": [
          [
            [
              -95.32,
              50.01
            ],
            [
              -95.29,
              50.01
            ],
            [
              -95.28,
              50.0
            ],
            [
              -95.28,
              49.98
            ],
            [
              -95.3,
              49.96
            ],
            [
              -95.32,
              49.96
            ],
            [
              -95.36,
              49.93
            ],
            [
              -95.39,
              49.93
            ],
            [
              -95.4,
              49.94
            ],
            [
              -95.4,
              49.98
            ],
            [
              -95.39,
              49.99
            ],
            [
              -95.33,
              50.0
            ],
            [
              -95.32,
              50.01
            ]
          ]
        ]
      },
      "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": "2026-08-03T20:59:00Z",
        "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": "d8c5213dc7568033cd70fc6f8b221035e11370795795c57bc1087509170673e6",
        "signature": {
          "alg": "ed25519",
          "sig": "4840078de27f369a920ba021c2ae566c2a464e92ffc316976ede0e7a9fc9ad80a219d72cd2831a94a7bf120dffef1183a8810350b35f5cd85624611884edfb02"
        }
      },
      "receipt_sha256": "d8c5213dc7568033cd70fc6f8b221035e11370795795c57bc1087509170673e6"
    },
    {
      "storm_id": "273020",
      "lat": 33.9333,
      "lon": -107.2733,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 422.0,
      "ebshear": 16.0,
      "srh01": 22.0,
      "maxllaz": 0.002,
      "mesh": 0.59,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.9874
        },
        {
          "name": "alignment",
          "value": 2.729
        },
        {
          "name": "tau",
          "value": 0.7063
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0531
      },
      "coherence_score": 0.7063137292861938,
      "coherence_diagnostics": {
        "tau": 0.7063137292861938,
        "grad_tau": 0.2699417173862457,
        "torsion": 0.0,
        "alignment": 2.7290022373199463,
        "S_field": 0.6236160397529602,
        "Gamma_field": 0.7007238864898682,
        "S_over_Gamma": 0.8899597525596619,
        "Da": 43.872886657714844,
        "E_coh": 0.9371071457862854,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.29,
              33.97
            ],
            [
              -107.26,
              33.97
            ],
            [
              -107.23,
              33.95
            ],
            [
              -107.23,
              33.9
            ],
            [
              -107.24,
              33.89
            ],
            [
              -107.3,
              33.89
            ],
            [
              -107.31,
              33.9
            ],
            [
              -107.31,
              33.96
            ],
            [
              -107.29,
              33.97
            ]
          ]
        ]
      },
      "raw_probability": 0.0531,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "87eb4c9162ba01b6c5158e3bfe2635b16dad98032d45b19a978af3bd7fbfbac4",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0531,
        "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": "b43d687bee3d66139ad0de28057d3877f7faab80267184507a94d5e24dcde307",
        "signature": {
          "alg": "ed25519",
          "sig": "37584c1869df124c3426191b2482fe308c6b5185906c68284c6fad3c73f465cab54d15470da043509aa3878d2f4ed1c9d4cce0ae57bcda7a24814b4ff051b605"
        }
      },
      "receipt_sha256": "b43d687bee3d66139ad0de28057d3877f7faab80267184507a94d5e24dcde307"
    },
    {
      "storm_id": "273167",
      "lat": 25.1673,
      "lon": -78.4173,
      "motion_east": 3.7,
      "motion_south": 0.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3596.0,
      "ebshear": 15.0,
      "srh01": 19.0,
      "maxllaz": 0.001,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.2374
        },
        {
          "name": "alignment",
          "value": 1.7598
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0528
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.5883880853652954,
        "torsion": 0.0,
        "alignment": 1.759796142578125,
        "S_field": 1.1331932544708252,
        "Gamma_field": 0.2407238781452179,
        "S_over_Gamma": 4.707440376281738,
        "Da": 14.428520202636719,
        "E_coh": 0.9820107817649841,
        "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": [
          [
            [
              -78.4,
              25.2
            ],
            [
              -78.38,
              25.2
            ],
            [
              -78.38,
              25.19
            ],
            [
              -78.39,
              25.18
            ],
            [
              -78.39,
              25.16
            ],
            [
              -78.41,
              25.12
            ],
            [
              -78.46,
              25.12
            ],
            [
              -78.47,
              25.13
            ],
            [
              -78.47,
              25.17
            ],
            [
              -78.44,
              25.17
            ],
            [
              -78.4,
              25.2
            ]
          ]
        ]
      },
      "raw_probability": 0.0528,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "f80a78642d2aabf40bced54bc9cb1b760b4cb65e098fc72d1a65b98c8983452c",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0528,
        "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": "1d88ebb3c4d90df62d8691a91f675eefc2af25c5690a52fc959ccd59068ff8f3",
        "signature": {
          "alg": "ed25519",
          "sig": "3f6fdf019e56aa1cda11a82ed82983ecab820de8c07a3085bbecfc792de5acfeb91dfb0df8ffb6da7021f6f2eed9a1d8e25d7d791c5532e231585f833bf48a08"
        }
      },
      "receipt_sha256": "1d88ebb3c4d90df62d8691a91f675eefc2af25c5690a52fc959ccd59068ff8f3"
    },
    {
      "storm_id": "272842",
      "lat": 33.4436,
      "lon": -80.96,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2011.0,
      "ebshear": 20.0,
      "srh01": 40.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.8624
        },
        {
          "name": "alignment",
          "value": 2.512
        },
        {
          "name": "tau",
          "value": 1.7153
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0526
      },
      "coherence_score": 1.7152891159057617,
      "coherence_diagnostics": {
        "tau": 1.7152891159057617,
        "grad_tau": 0.15683872997760773,
        "torsion": 0.0,
        "alignment": 2.5119898319244385,
        "S_field": 0.27023816108703613,
        "Gamma_field": 0.3082239031791687,
        "S_over_Gamma": 0.8767592310905457,
        "Da": 18.058469772338867,
        "E_coh": 0.8366517424583435,
        "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": [
          [
            [
              -81.01,
              33.49
            ],
            [
              -80.96,
              33.49
            ],
            [
              -80.94,
              33.48
            ],
            [
              -80.94,
              33.47
            ],
            [
              -80.91,
              33.44
            ],
            [
              -80.91,
              33.41
            ],
            [
              -80.93,
              33.39
            ],
            [
              -80.96,
              33.39
            ],
            [
              -80.98,
              33.4
            ],
            [
              -81.01,
              33.43
            ],
            [
              -81.01,
              33.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0526,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "d19f3d234ce576126ae1868a30bfa434466431a7cbc4d8de94cf767c9a056f78",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0526,
        "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": "31f9cffb152359bc4f7bf89857a6001e804afa3bc577fbe70dda7e59f6814964",
        "signature": {
          "alg": "ed25519",
          "sig": "52e7728f6b61314546706d8401d84a22f11208ac9af383f5fed112ddfa53497f5b6e11674df722d9e991ce2be6df35680927b157851565e02990dfd62e33ea05"
        }
      },
      "receipt_sha256": "31f9cffb152359bc4f7bf89857a6001e804afa3bc577fbe70dda7e59f6814964"
    },
    {
      "storm_id": "273037",
      "lat": 31.532,
      "lon": -110.549,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2201.0,
      "ebshear": 28.0,
      "srh01": 27.0,
      "maxllaz": 0.003,
      "mesh": 0.28,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.9874
        },
        {
          "name": "alignment",
          "value": 0.3581
        },
        {
          "name": "tau",
          "value": 0.8718
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0526
      },
      "coherence_score": 0.8718003034591675,
      "coherence_diagnostics": {
        "tau": 0.8718003034591675,
        "grad_tau": 0.6451178789138794,
        "torsion": -7.086895070784749e-09,
        "alignment": 0.35811448097229004,
        "S_field": 0.5858187079429626,
        "Gamma_field": 1.1248905658721924,
        "S_over_Gamma": 0.5207784175872803,
        "Da": 67.51896667480469,
        "E_coh": 0.9616345167160034,
        "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": [
          [
            [
              -110.56,
              31.57
            ],
            [
              -110.55,
              31.56
            ],
            [
              -110.53,
              31.56
            ],
            [
              -110.54,
              31.52
            ],
            [
              -110.52,
              31.5
            ],
            [
              -110.52,
              31.49
            ],
            [
              -110.56,
              31.49
            ],
            [
              -110.57,
              31.5
            ],
            [
              -110.58,
              31.56
            ],
            [
              -110.56,
              31.57
            ]
          ]
        ]
      },
      "raw_probability": 0.0526,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "d19f3d234ce576126ae1868a30bfa434466431a7cbc4d8de94cf767c9a056f78",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0526,
        "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": "31f9cffb152359bc4f7bf89857a6001e804afa3bc577fbe70dda7e59f6814964",
        "signature": {
          "alg": "ed25519",
          "sig": "52e7728f6b61314546706d8401d84a22f11208ac9af383f5fed112ddfa53497f5b6e11674df722d9e991ce2be6df35680927b157851565e02990dfd62e33ea05"
        }
      },
      "receipt_sha256": "31f9cffb152359bc4f7bf89857a6001e804afa3bc577fbe70dda7e59f6814964"
    },
    {
      "storm_id": "272822",
      "lat": 33.5533,
      "lon": -108.6967,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 734.0,
      "ebshear": 20.0,
      "srh01": 42.0,
      "maxllaz": 0.001,
      "mesh": 0.1,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.8624
        },
        {
          "name": "alignment",
          "value": -0.3629
        },
        {
          "name": "tau",
          "value": 0.7771
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0524
      },
      "coherence_score": 0.7771400809288025,
      "coherence_diagnostics": {
        "tau": 0.7771400809288025,
        "grad_tau": 0.4145992696285248,
        "torsion": -3.170960383158672e-09,
        "alignment": -0.36293381452560425,
        "S_field": 0.40496981143951416,
        "Gamma_field": 1.0590572357177734,
        "S_over_Gamma": 0.38238710165023804,
        "Da": 65.93094635009766,
        "E_coh": 0.8739108443260193,
        "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": [
          [
            [
              -108.72,
              33.59
            ],
            [
              -108.68,
              33.59
            ],
            [
              -108.65,
              33.57
            ],
            [
              -108.65,
              33.52
            ],
            [
              -108.66,
              33.51
            ],
            [
              -108.71,
              33.51
            ],
            [
              -108.74,
              33.53
            ],
            [
              -108.74,
              33.57
            ],
            [
              -108.72,
              33.59
            ]
          ]
        ]
      },
      "raw_probability": 0.0524,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "6f87a4308174c025a4c2281d53139fac8b5f62fd0871fc8d04daf8b350d8a8bb",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0524,
        "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": "024a2773280df995fa08cdf51986e7350eec56fad1bf25ec29a99ef4fb99a2c7",
        "signature": {
          "alg": "ed25519",
          "sig": "b9143d9d87b65380f9c993292d4d7772a2a3c963c389ef5fe70c473ca9c7768a9ad45ef7346c92cd4cf86a85ec7df8a070b390a915a3789efd30665de3c2d602"
        }
      },
      "receipt_sha256": "024a2773280df995fa08cdf51986e7350eec56fad1bf25ec29a99ef4fb99a2c7"
    },
    {
      "storm_id": "273088",
      "lat": 35.11,
      "lon": -86.29,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1675.0,
      "ebshear": 19.0,
      "srh01": 61.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 61.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.2374
        },
        {
          "name": "alignment",
          "value": 0.3374
        },
        {
          "name": "tau",
          "value": 0.2171
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0518
      },
      "coherence_score": 0.2171037346124649,
      "coherence_diagnostics": {
        "tau": 0.2171037346124649,
        "grad_tau": 0.11191415786743164,
        "torsion": 0.0,
        "alignment": 0.3373628854751587,
        "S_field": 0.11217903345823288,
        "Gamma_field": 1.2307237386703491,
        "S_over_Gamma": 0.09114883095026016,
        "Da": 72.90973663330078,
        "E_coh": 0.7350618839263916,
        "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": [
          [
            [
              -86.28,
              35.17
            ],
            [
              -86.27,
              35.16
            ],
            [
              -86.23,
              35.16
            ],
            [
              -86.23,
              35.14
            ],
            [
              -86.22,
              35.13
            ],
            [
              -86.23,
              35.09
            ],
            [
              -86.24,
              35.09
            ],
            [
              -86.27,
              35.06
            ],
            [
              -86.29,
              35.06
            ],
            [
              -86.3,
              35.07
            ],
            [
              -86.32,
              35.06
            ],
            [
              -86.35,
              35.08
            ],
            [
              -86.37,
              35.08
            ],
            [
              -86.37,
              35.1
            ],
            [
              -86.36,
              35.1
            ],
            [
              -86.32,
              35.15
            ],
            [
              -86.28,
              35.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0518,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "611c9516d26af70c13d83c846e942d408685513f64cfd16806f80ad178268952",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0518,
        "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": "c261b8d921fcc51484474b5e54e5fca89bff875d123ecd90287d49bdd24d19af",
        "signature": {
          "alg": "ed25519",
          "sig": "c3650b2225ae2ec134837d767a74040d51878e8a245e5d489edf9471c9d18b3ffe4c0ac08189b6adc75a99ccf19b6a53ae974628cbb769e0fa3bc069c23f5307"
        }
      },
      "receipt_sha256": "c261b8d921fcc51484474b5e54e5fca89bff875d123ecd90287d49bdd24d19af"
    },
    {
      "storm_id": "272821",
      "lat": 34.0344,
      "lon": -76.4433,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1935.0,
      "ebshear": 13.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 62.2374
        },
        {
          "name": "alignment",
          "value": -0.9842
        },
        {
          "name": "tau",
          "value": 2.6948
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0516
      },
      "coherence_score": 2.694800853729248,
      "coherence_diagnostics": {
        "tau": 2.694800853729248,
        "grad_tau": 0.49487975239753723,
        "torsion": 0.0,
        "alignment": -0.984214186668396,
        "S_field": 0.3762325048446655,
        "Gamma_field": 0.28655722737312317,
        "S_over_Gamma": 1.312940239906311,
        "Da": 19.318166732788086,
        "E_coh": 0.9445573091506958,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.46,
              34.06
            ],
            [
              -76.42,
              34.06
            ],
            [
              -76.41,
              34.05
            ],
            [
              -76.41,
              34.02
            ],
            [
              -76.43,
              34.0
            ],
            [
              -76.46,
              34.0
            ],
            [
              -76.47,
              34.01
            ],
            [
              -76.47,
              34.05
            ],
            [
              -76.46,
              34.06
            ]
          ]
        ]
      },
      "raw_probability": 0.0516,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "8af5e3064b9e4ac1c64146c9e37cfe191d3f7b7bad95d0c19551ac5c91d6e90d",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0516,
        "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": "7c44e61efaef76555c6617757eb0e66c1578f3c70f0ff282d4293a972edb01cc",
        "signature": {
          "alg": "ed25519",
          "sig": "08eb720c6073692ee377d706e5736e1c3e2fba48e3b13a2ace70dae15ec85264047fbf48a28ae2d3ac5d5cd7d22d3742804bb162f74f9ea6c31712abee28db0b"
        }
      },
      "receipt_sha256": "7c44e61efaef76555c6617757eb0e66c1578f3c70f0ff282d4293a972edb01cc"
    },
    {
      "storm_id": "273132",
      "lat": 48.8937,
      "lon": -123.14,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "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": 21.6124
        },
        {
          "name": "alignment",
          "value": -1.6348
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0516
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.10103881359100342,
        "torsion": 0.0,
        "alignment": -1.634796142578125,
        "S_field": 0.13266980648040771,
        "Gamma_field": 0.17155721783638,
        "S_over_Gamma": 0.7733268737792969,
        "Da": 9.961346626281738,
        "E_coh": 0.012922246940433979,
        "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": [
          [
            [
              -123.17,
              48.93
            ],
            [
              -123.09,
              48.93
            ],
            [
              -123.09,
              48.9
            ],
            [
              -123.13,
              48.89
            ],
            [
              -123.15,
              48.87
            ],
            [
              -123.15,
              48.85
            ],
            [
              -123.17,
              48.85
            ],
            [
              -123.17,
              48.93
            ]
          ]
        ]
      },
      "raw_probability": 0.0516,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "8af5e3064b9e4ac1c64146c9e37cfe191d3f7b7bad95d0c19551ac5c91d6e90d",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0516,
        "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": "7c44e61efaef76555c6617757eb0e66c1578f3c70f0ff282d4293a972edb01cc",
        "signature": {
          "alg": "ed25519",
          "sig": "08eb720c6073692ee377d706e5736e1c3e2fba48e3b13a2ace70dae15ec85264047fbf48a28ae2d3ac5d5cd7d22d3742804bb162f74f9ea6c31712abee28db0b"
        }
      },
      "receipt_sha256": "7c44e61efaef76555c6617757eb0e66c1578f3c70f0ff282d4293a972edb01cc"
    },
    {
      "storm_id": "272545",
      "lat": 31.8415,
      "lon": -83.1477,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2268.0,
      "ebshear": 23.0,
      "srh01": 51.0,
      "maxllaz": 0.003,
      "mesh": 0.2,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 51.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.2374
        },
        {
          "name": "alignment",
          "value": 1.6467
        },
        {
          "name": "tau",
          "value": 1.5004
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0514
      },
      "coherence_score": 1.5004271268844604,
      "coherence_diagnostics": {
        "tau": 1.5004271268844604,
        "grad_tau": 0.321830689907074,
        "torsion": 0.0,
        "alignment": 1.6467292308807373,
        "S_field": 0.4303801357746124,
        "Gamma_field": 0.2640572190284729,
        "S_over_Gamma": 1.629874587059021,
        "Da": 16.956436157226562,
        "E_coh": 0.9172707200050354,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.18,
              31.88
            ],
            [
              -83.13,
              31.88
            ],
            [
              -83.11,
              31.86
            ],
            [
              -83.1,
              31.86
            ],
            [
              -83.1,
              31.84
            ],
            [
              -83.12,
              31.82
            ],
            [
              -83.12,
              31.81
            ],
            [
              -83.14,
              31.81
            ],
            [
              -83.15,
              31.8
            ],
            [
              -83.19,
              31.81
            ],
            [
              -83.2,
              31.83
            ],
            [
              -83.2,
              31.86
            ],
            [
              -83.18,
              31.88
            ]
          ]
        ]
      },
      "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": "2026-08-03T20:59:00Z",
        "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": "4cd6e5a6eb476c33c092414fd091b9bdc27844950e5b757cb638efd1f9a0d821",
        "signature": {
          "alg": "ed25519",
          "sig": "f8b3d33d3e8ad060f9b9cb89d0b09501ecdcc5cf4cc19fa6bc7c9e78783129c08430470570bf7591d77ec6abf6379e4b5f310836597836535713c55f2a0a810f"
        }
      },
      "receipt_sha256": "4cd6e5a6eb476c33c092414fd091b9bdc27844950e5b757cb638efd1f9a0d821"
    },
    {
      "storm_id": "273166",
      "lat": 26.662,
      "lon": -78.846,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3566.0,
      "ebshear": 14.0,
      "srh01": 9.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.1124
        },
        {
          "name": "alignment",
          "value": 1.5481
        },
        {
          "name": "tau",
          "value": 2.438
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0508
      },
      "coherence_score": 2.4380316734313965,
      "coherence_diagnostics": {
        "tau": 2.4380316734313965,
        "grad_tau": 0.5678791999816895,
        "torsion": 0.0,
        "alignment": 1.5480766296386719,
        "S_field": 1.1930921077728271,
        "Gamma_field": 0.2290572077035904,
        "S_over_Gamma": 5.208707809448242,
        "Da": 13.488490104675293,
        "E_coh": 0.9876082539558411,
        "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": [
          [
            [
              -78.87,
              26.72
            ],
            [
              -78.85,
              26.7
            ],
            [
              -78.84,
              26.7
            ],
            [
              -78.84,
              26.66
            ],
            [
              -78.82,
              26.64
            ],
            [
              -78.81,
              26.64
            ],
            [
              -78.81,
              26.62
            ],
            [
              -78.83,
              26.61
            ],
            [
              -78.84,
              26.61
            ],
            [
              -78.87,
              26.64
            ],
            [
              -78.87,
              26.65
            ],
            [
              -78.85,
              26.66
            ],
            [
              -78.85,
              26.67
            ],
            [
              -78.87,
              26.69
            ],
            [
              -78.87,
              26.72
            ]
          ]
        ]
      },
      "raw_probability": 0.0508,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "35478c77f348e20a3090b25d3d2ddddc2ba2a5f1f6d7f95f16369774e86e200e",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0508,
        "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": "b674de7afd0cf0a1216ac56d061b39a2b8968a863b4c4c179bb9636e5f12ed18",
        "signature": {
          "alg": "ed25519",
          "sig": "8c2adea8dc2589c0dcf2e3bb18511d96bd92d1fd0b62de132503300706c4eac62a1a6ef73f6b373cf38c2e59536258c182852c85ee7a3469cbfd753d15723804"
        }
      },
      "receipt_sha256": "b674de7afd0cf0a1216ac56d061b39a2b8968a863b4c4c179bb9636e5f12ed18"
    },
    {
      "storm_id": "273095",
      "lat": 33.1547,
      "lon": -108.0916,
      "motion_east": -1.0,
      "motion_south": 4.4,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 767.0,
      "ebshear": 20.0,
      "srh01": 25.0,
      "maxllaz": 0.001,
      "mesh": 0.57,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.8624
        },
        {
          "name": "alignment",
          "value": -0.3629
        },
        {
          "name": "tau",
          "value": 0.7771
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0506
      },
      "coherence_score": 0.7771400809288025,
      "coherence_diagnostics": {
        "tau": 0.7771400809288025,
        "grad_tau": 0.4145992696285248,
        "torsion": -3.170960383158672e-09,
        "alignment": -0.36293381452560425,
        "S_field": 0.40496981143951416,
        "Gamma_field": 1.0590572357177734,
        "S_over_Gamma": 0.38238710165023804,
        "Da": 65.93094635009766,
        "E_coh": 0.8739108443260193,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.06,
              33.24
            ],
            [
              -108.01,
              33.24
            ],
            [
              -108.0,
              33.23
            ],
            [
              -107.99,
              33.21
            ],
            [
              -108.0,
              33.17
            ],
            [
              -108.01,
              33.17
            ],
            [
              -108.05,
              33.14
            ],
            [
              -108.07,
              33.14
            ],
            [
              -108.09,
              33.12
            ],
            [
              -108.12,
              33.06
            ],
            [
              -108.16,
              33.04
            ],
            [
              -108.2,
              33.04
            ],
            [
              -108.21,
              33.05
            ],
            [
              -108.2,
              33.15
            ],
            [
              -108.18,
              33.16
            ],
            [
              -108.13,
              33.16
            ],
            [
              -108.11,
              33.17
            ],
            [
              -108.09,
              33.21
            ],
            [
              -108.06,
              33.24
            ]
          ]
        ]
      },
      "raw_probability": 0.0506,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "f3551fb2036b6305d20af0a0306f688f0f8c32bc0df7d0e4b19f803f823c85cc",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0506,
        "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": "21f94d0129664ff3d1408f52be571afbf4d85fb03a53d36a16f19a5ae850c74f",
        "signature": {
          "alg": "ed25519",
          "sig": "edeb258827a072f43048985645046b6a31eaa8e86233f0ffe9d143d21ea5ebe69d28661a060c192e7a46ec6de5a582948254f263d16ac16b6a5f79c2fa75540c"
        }
      },
      "receipt_sha256": "21f94d0129664ff3d1408f52be571afbf4d85fb03a53d36a16f19a5ae850c74f"
    },
    {
      "storm_id": "273022",
      "lat": 32.6767,
      "lon": -107.92,
      "motion_east": 3.1,
      "motion_south": 1.1,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 864.0,
      "ebshear": 27.0,
      "srh01": 20.0,
      "maxllaz": 0.002,
      "mesh": 0.54,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.6124
        },
        {
          "name": "alignment",
          "value": 1.4668
        },
        {
          "name": "tau",
          "value": 1.3631
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0505
      },
      "coherence_score": 1.3630940914154053,
      "coherence_diagnostics": {
        "tau": 1.3630940914154053,
        "grad_tau": 0.422366738319397,
        "torsion": 6.043956446433185e-09,
        "alignment": 1.4667654037475586,
        "S_field": 0.8281705975532532,
        "Gamma_field": 0.4815572202205658,
        "S_over_Gamma": 1.7197761535644531,
        "Da": 30.395824432373047,
        "E_coh": 0.9074632525444031,
        "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": [
          [
            [
              -107.93,
              32.71
            ],
            [
              -107.9,
              32.71
            ],
            [
              -107.89,
              32.69
            ],
            [
              -107.89,
              32.65
            ],
            [
              -107.9,
              32.64
            ],
            [
              -107.94,
              32.64
            ],
            [
              -107.95,
              32.65
            ],
            [
              -107.95,
              32.69
            ],
            [
              -107.93,
              32.71
            ]
          ]
        ]
      },
      "raw_probability": 0.0505,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "2fdf9de63241fc0d85a2a26296fcbaed31a5aad453b26030c2f7646ac437a025",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0505,
        "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": "17ce41820c332274a6c60c63c0895898809d6f186e4e3f26846f3a3a3a66913d",
        "signature": {
          "alg": "ed25519",
          "sig": "d293a41df5c8de28c70ca1d2178158fe6c021d2cb23be12275382806cfd14ea4b27b3daa8f78551e30622661c5557e994c8b165aca7cec8a643a26c2e8f1b505"
        }
      },
      "receipt_sha256": "17ce41820c332274a6c60c63c0895898809d6f186e4e3f26846f3a3a3a66913d"
    },
    {
      "storm_id": "273063",
      "lat": 46.5064,
      "lon": -73.5118,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 74.0,
      "ebshear": 32.0,
      "srh01": 0.0,
      "maxllaz": 0.011,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.7374
        },
        {
          "name": "alignment",
          "value": 1.5119
        },
        {
          "name": "tau",
          "value": 1.4024
        },
        {
          "name": "maxllaz",
          "value": 0.011
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0503
      },
      "coherence_score": 1.4024382829666138,
      "coherence_diagnostics": {
        "tau": 1.4024382829666138,
        "grad_tau": 0.2015124261379242,
        "torsion": 0.0,
        "alignment": 1.511855125427246,
        "S_field": 0.29276221990585327,
        "Gamma_field": 0.1782238781452179,
        "S_over_Gamma": 1.6426655054092407,
        "Da": 10.361164093017578,
        "E_coh": 0.40762919187545776,
        "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": [
          [
            [
              -73.53,
              46.54
            ],
            [
              -73.5,
              46.54
            ],
            [
              -73.48,
              46.52
            ],
            [
              -73.48,
              46.5
            ],
            [
              -73.47,
              46.49
            ],
            [
              -73.48,
              46.47
            ],
            [
              -73.52,
              46.46
            ],
            [
              -73.54,
              46.48
            ],
            [
              -73.55,
              46.5
            ],
            [
              -73.55,
              46.53
            ],
            [
              -73.53,
              46.54
            ]
          ]
        ]
      },
      "raw_probability": 0.0503,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "6bb1ee740cc9731a746e5fd6a14b5128392e8ae90d7ac6691eb4a55ec70e0eeb",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0503,
        "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": "0d94a42193dcf75a75b3704718b30f591372a0f38112cd672be5dc0a2cd8eb2a",
        "signature": {
          "alg": "ed25519",
          "sig": "89ffdc9b3550fec65baa7e5a1df8fd617b9214e49975bd3824c6bd118968c10777cd931bc0c4de20e73f702d989e81581206bf16bedc73241c6fcbd2da80c404"
        }
      },
      "receipt_sha256": "0d94a42193dcf75a75b3704718b30f591372a0f38112cd672be5dc0a2cd8eb2a"
    },
    {
      "storm_id": "272990",
      "lat": 24.58,
      "lon": -78.5987,
      "motion_east": 3.6,
      "motion_south": -1.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3555.0,
      "ebshear": 13.0,
      "srh01": 3.0,
      "maxllaz": 0.001,
      "mesh": 0.48,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.2374
        },
        {
          "name": "alignment",
          "value": 1.7598
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.05
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.5883880853652954,
        "torsion": 0.0,
        "alignment": 1.759796142578125,
        "S_field": 1.1331932544708252,
        "Gamma_field": 0.2407238781452179,
        "S_over_Gamma": 4.707440376281738,
        "Da": 14.428520202636719,
        "E_coh": 0.9820107817649841,
        "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": [
          [
            [
              -78.59,
              24.62
            ],
            [
              -78.57,
              24.6
            ],
            [
              -78.57,
              24.56
            ],
            [
              -78.59,
              24.54
            ],
            [
              -78.62,
              24.54
            ],
            [
              -78.63,
              24.56
            ],
            [
              -78.63,
              24.6
            ],
            [
              -78.59,
              24.62
            ]
          ]
        ]
      },
      "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": "2026-08-03T20:59:00Z",
        "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": "cf2ae53b0fdd69662301a7f51a3f4c61d05616759ff459d7404ea67b9917d833",
        "signature": {
          "alg": "ed25519",
          "sig": "5593cd5410bf265556239d8ce6e3eeeffa389d6272da5cf82ec0fd863535d7ee00f809337ac897d31cc001f09e6c7facdf74bf7e0545b2fead0b85e15173080d"
        }
      },
      "receipt_sha256": "cf2ae53b0fdd69662301a7f51a3f4c61d05616759ff459d7404ea67b9917d833"
    },
    {
      "storm_id": "273068",
      "lat": 34.1644,
      "lon": -110.0811,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1016.0,
      "ebshear": 8.0,
      "srh01": 6.0,
      "maxllaz": 0.002,
      "mesh": 0.69,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.2374
        },
        {
          "name": "alignment",
          "value": -0.1329
        },
        {
          "name": "tau",
          "value": 0.2206
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.05
      },
      "coherence_score": 0.22055280208587646,
      "coherence_diagnostics": {
        "tau": 0.22055280208587646,
        "grad_tau": 0.12782786786556244,
        "torsion": 0.0,
        "alignment": -0.13288578391075134,
        "S_field": 0.0663505420088768,
        "Gamma_field": 1.7832238674163818,
        "S_over_Gamma": 0.0372081957757473,
        "Da": 106.55699920654297,
        "E_coh": 0.2330823838710785,
        "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": [
          [
            [
              -110.07,
              34.2
            ],
            [
              -110.06,
              34.19
            ],
            [
              -110.06,
              34.13
            ],
            [
              -110.07,
              34.12
            ],
            [
              -110.1,
              34.12
            ],
            [
              -110.11,
              34.14
            ],
            [
              -110.11,
              34.19
            ],
            [
              -110.08,
              34.19
            ],
            [
              -110.07,
              34.2
            ]
          ]
        ]
      },
      "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": "2026-08-03T20:59:00Z",
        "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": "cf2ae53b0fdd69662301a7f51a3f4c61d05616759ff459d7404ea67b9917d833",
        "signature": {
          "alg": "ed25519",
          "sig": "5593cd5410bf265556239d8ce6e3eeeffa389d6272da5cf82ec0fd863535d7ee00f809337ac897d31cc001f09e6c7facdf74bf7e0545b2fead0b85e15173080d"
        }
      },
      "receipt_sha256": "cf2ae53b0fdd69662301a7f51a3f4c61d05616759ff459d7404ea67b9917d833"
    },
    {
      "storm_id": "273149",
      "lat": 49.88,
      "lon": -95.1522,
      "motion_east": 4.7,
      "motion_south": 1.1,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 37.0,
      "ebshear": 40.0,
      "srh01": 4.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.4874
        },
        {
          "name": "alignment",
          "value": 2.1777
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.05
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3674296736717224,
        "torsion": 0.0,
        "alignment": 2.177703857421875,
        "S_field": 0.1545594334602356,
        "Gamma_field": 0.3057239055633545,
        "S_over_Gamma": 0.505552351474762,
        "Da": 16.589231491088867,
        "E_coh": 0.023644065484404564,
        "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": [
          [
            [
              -95.1,
              49.96
            ],
            [
              -95.07,
              49.96
            ],
            [
              -95.03,
              49.93
            ],
            [
              -95.03,
              49.9
            ],
            [
              -95.07,
              49.85
            ],
            [
              -95.09,
              49.84
            ],
            [
              -95.12,
              49.84
            ],
            [
              -95.15,
              49.82
            ],
            [
              -95.18,
              49.82
            ],
            [
              -95.19,
              49.81
            ],
            [
              -95.25,
              49.81
            ],
            [
              -95.28,
              49.83
            ],
            [
              -95.28,
              49.86
            ],
            [
              -95.24,
              49.9
            ],
            [
              -95.2,
              49.91
            ],
            [
              -95.19,
              49.92
            ],
            [
              -95.17,
              49.92
            ],
            [
              -95.1,
              49.96
            ]
          ]
        ]
      },
      "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": "2026-08-03T20:59:00Z",
        "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": "cf2ae53b0fdd69662301a7f51a3f4c61d05616759ff459d7404ea67b9917d833",
        "signature": {
          "alg": "ed25519",
          "sig": "5593cd5410bf265556239d8ce6e3eeeffa389d6272da5cf82ec0fd863535d7ee00f809337ac897d31cc001f09e6c7facdf74bf7e0545b2fead0b85e15173080d"
        }
      },
      "receipt_sha256": "cf2ae53b0fdd69662301a7f51a3f4c61d05616759ff459d7404ea67b9917d833"
    },
    {
      "storm_id": "273123",
      "lat": 49.9746,
      "lon": -94.8785,
      "motion_east": 4.7,
      "motion_south": 1.1,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 30.0,
      "ebshear": 33.0,
      "srh01": 9.0,
      "maxllaz": 0.021,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.2374
        },
        {
          "name": "alignment",
          "value": -0.2598
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.021
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0498
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.370435893535614,
        "torsion": 0.0,
        "alignment": -0.259796142578125,
        "S_field": 0.2063158005475998,
        "Gamma_field": 0.3240572214126587,
        "S_over_Gamma": 0.6366647481918335,
        "Da": 17.37821388244629,
        "E_coh": 0.33013612031936646,
        "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": [
          [
            [
              -94.88,
              50.05
            ],
            [
              -94.83,
              50.05
            ],
            [
              -94.8,
              50.03
            ],
            [
              -94.8,
              49.97
            ],
            [
              -94.82,
              49.95
            ],
            [
              -94.82,
              49.94
            ],
            [
              -94.83,
              49.94
            ],
            [
              -94.85,
              49.92
            ],
            [
              -94.96,
              49.92
            ],
            [
              -94.98,
              49.93
            ],
            [
              -94.99,
              49.94
            ],
            [
              -94.98,
              49.98
            ],
            [
              -94.88,
              50.05
            ]
          ]
        ]
      },
      "raw_probability": 0.0498,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "a96dbb2793c6fa8e4d528502717200a3bbc0736de04be8facd865f10315123fc",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0498,
        "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": "8fee5c09c108b6ac6a1d96383eb0a5ee35c87b373800f31e38fac6e37de5d2f8",
        "signature": {
          "alg": "ed25519",
          "sig": "a6f5c970e3019b5595ceeac9c1aa01e5d0f4e9ee99a75dbb383fbb74bc37d7da9dce7348d775b2de2828639a55b78876c6fec645341ae10da0e4279399ed1c0c"
        }
      },
      "receipt_sha256": "8fee5c09c108b6ac6a1d96383eb0a5ee35c87b373800f31e38fac6e37de5d2f8"
    },
    {
      "storm_id": "273130",
      "lat": 49.4643,
      "lon": -94.7929,
      "motion_east": 4.4,
      "motion_south": 0.4,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 38.0,
      "ebshear": 38.0,
      "srh01": 19.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.2374
        },
        {
          "name": "alignment",
          "value": -0.2598
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0498
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.370435893535614,
        "torsion": 0.0,
        "alignment": -0.259796142578125,
        "S_field": 0.2063158005475998,
        "Gamma_field": 0.3240572214126587,
        "S_over_Gamma": 0.6366647481918335,
        "Da": 17.37821388244629,
        "E_coh": 0.33013612031936646,
        "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": [
          [
            [
              -94.82,
              49.49
            ],
            [
              -94.77,
              49.49
            ],
            [
              -94.76,
              49.48
            ],
            [
              -94.76,
              49.44
            ],
            [
              -94.8,
              49.42
            ],
            [
              -94.82,
              49.44
            ],
            [
              -94.82,
              49.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0498,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "a96dbb2793c6fa8e4d528502717200a3bbc0736de04be8facd865f10315123fc",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0498,
        "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": "8fee5c09c108b6ac6a1d96383eb0a5ee35c87b373800f31e38fac6e37de5d2f8",
        "signature": {
          "alg": "ed25519",
          "sig": "a6f5c970e3019b5595ceeac9c1aa01e5d0f4e9ee99a75dbb383fbb74bc37d7da9dce7348d775b2de2828639a55b78876c6fec645341ae10da0e4279399ed1c0c"
        }
      },
      "receipt_sha256": "8fee5c09c108b6ac6a1d96383eb0a5ee35c87b373800f31e38fac6e37de5d2f8"
    },
    {
      "storm_id": "272845",
      "lat": 25.0686,
      "lon": -79.52,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4187.0,
      "ebshear": 17.0,
      "srh01": 18.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.4874
        },
        {
          "name": "alignment",
          "value": 0.2598
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0496
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.6837866306304932,
        "torsion": 0.0,
        "alignment": 0.259796142578125,
        "S_field": 1.2703970670700073,
        "Gamma_field": 0.2040572166442871,
        "S_over_Gamma": 6.2256903648376465,
        "Da": 12.218502044677734,
        "E_coh": 0.9806193113327026,
        "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": [
          [
            [
              -79.51,
              25.13
            ],
            [
              -79.51,
              25.11
            ],
            [
              -79.5,
              25.1
            ],
            [
              -79.48,
              25.1
            ],
            [
              -79.49,
              25.09
            ],
            [
              -79.49,
              25.05
            ],
            [
              -79.5,
              25.04
            ],
            [
              -79.5,
              25.02
            ],
            [
              -79.52,
              25.0
            ],
            [
              -79.56,
              25.0
            ],
            [
              -79.58,
              25.03
            ],
            [
              -79.57,
              25.08
            ],
            [
              -79.56,
              25.08
            ],
            [
              -79.51,
              25.13
            ]
          ]
        ]
      },
      "raw_probability": 0.0496,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "d0bf23f76c945a6be40fd5868785a4dbee6eb52fbd4675e72613c428e89689fe",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0496,
        "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": "f284771caec6eabd7821486d0849e50539ea087f259825da0816f161821db7d6",
        "signature": {
          "alg": "ed25519",
          "sig": "b18e81b89ef8d41a0f9fe7798a3d7f4b990cbb2dd2be9fe0b0ae899dbc09e90ca83208afcba41bc09ab6cd322e1c0277689d7618bf5b61f2e0719117591b650f"
        }
      },
      "receipt_sha256": "f284771caec6eabd7821486d0849e50539ea087f259825da0816f161821db7d6"
    },
    {
      "storm_id": "273127",
      "lat": 49.6711,
      "lon": -96.0744,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 25.0,
      "ebshear": 41.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.3624
        },
        {
          "name": "alignment",
          "value": 1.3027
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0491
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.35541465878486633,
        "torsion": 0.0,
        "alignment": 1.302703857421875,
        "S_field": 0.16468104720115662,
        "Gamma_field": 0.3332238793373108,
        "S_over_Gamma": 0.49420541524887085,
        "Da": 18.339080810546875,
        "E_coh": 0.022638216614723206,
        "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": [
          [
            [
              -96.09,
              49.7
            ],
            [
              -96.06,
              49.7
            ],
            [
              -96.04,
              49.68
            ],
            [
              -96.04,
              49.66
            ],
            [
              -96.07,
              49.63
            ],
            [
              -96.08,
              49.63
            ],
            [
              -96.1,
              49.65
            ],
            [
              -96.1,
              49.69
            ],
            [
              -96.09,
              49.7
            ]
          ]
        ]
      },
      "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": "2026-08-03T20:59:00Z",
        "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": "b0fdaa6854e427fc4aee3ebde1a1f79df43584fe9ffcfb23398cda393ad06d81",
        "signature": {
          "alg": "ed25519",
          "sig": "ac9c73d7f9e32f2410512125369ff117a43b2a496eabdc5dd756239e71abbc07385a3cb72ca9908fc47fc47f5fb74802c11eed076c32b4623eed0897a0b47e0b"
        }
      },
      "receipt_sha256": "b0fdaa6854e427fc4aee3ebde1a1f79df43584fe9ffcfb23398cda393ad06d81"
    },
    {
      "storm_id": "272963",
      "lat": 37.5544,
      "lon": -78.4169,
      "motion_east": 5.1,
      "motion_south": 1.5,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1865.0,
      "ebshear": 17.0,
      "srh01": 24.0,
      "maxllaz": 0.002,
      "mesh": 0.14,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.9874
        },
        {
          "name": "alignment",
          "value": -1.9356
        },
        {
          "name": "tau",
          "value": 1.3383
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0484
      },
      "coherence_score": 1.3382660150527954,
      "coherence_diagnostics": {
        "tau": 1.3382660150527954,
        "grad_tau": 0.32822340726852417,
        "torsion": 0.0,
        "alignment": -1.9356491565704346,
        "S_field": 0.3730197846889496,
        "Gamma_field": 0.17072388529777527,
        "S_over_Gamma": 2.1849303245544434,
        "Da": 10.554703712463379,
        "E_coh": 0.9091280102729797,
        "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": [
          [
            [
              -78.46,
              37.62
            ],
            [
              -78.37,
              37.62
            ],
            [
              -78.35,
              37.61
            ],
            [
              -78.35,
              37.59
            ],
            [
              -78.34,
              37.58
            ],
            [
              -78.34,
              37.53
            ],
            [
              -78.36,
              37.51
            ],
            [
              -78.37,
              37.47
            ],
            [
              -78.39,
              37.49
            ],
            [
              -78.44,
              37.49
            ],
            [
              -78.46,
              37.52
            ],
            [
              -78.48,
              37.52
            ],
            [
              -78.5,
              37.54
            ],
            [
              -78.51,
              37.56
            ],
            [
              -78.49,
              37.6
            ],
            [
              -78.46,
              37.62
            ]
          ]
        ]
      },
      "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": "2026-08-03T20:59:00Z",
        "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": "ccebc6299c4d115ed55f6ab0f7e4f46af7525095963904717da88d004c71c27a",
        "signature": {
          "alg": "ed25519",
          "sig": "95a6e5838edc76df2832b20f135204d9168d0f52b0efdcfbf3b83c1b1514e3c75713eded892b94d894af89b580137ea64915c47ab3e80356b3680fe14fb5a201"
        }
      },
      "receipt_sha256": "ccebc6299c4d115ed55f6ab0f7e4f46af7525095963904717da88d004c71c27a"
    },
    {
      "storm_id": "273111",
      "lat": 33.1785,
      "lon": -81.3638,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2047.0,
      "ebshear": 21.0,
      "srh01": 31.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.8624
        },
        {
          "name": "alignment",
          "value": 2.512
        },
        {
          "name": "tau",
          "value": 1.7153
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0484
      },
      "coherence_score": 1.7152891159057617,
      "coherence_diagnostics": {
        "tau": 1.7152891159057617,
        "grad_tau": 0.15683872997760773,
        "torsion": 0.0,
        "alignment": 2.5119898319244385,
        "S_field": 0.27023816108703613,
        "Gamma_field": 0.3082239031791687,
        "S_over_Gamma": 0.8767592310905457,
        "Da": 18.058469772338867,
        "E_coh": 0.8366517424583435,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.36,
              33.23
            ],
            [
              -81.32,
              33.22
            ],
            [
              -81.32,
              33.18
            ],
            [
              -81.33,
              33.17
            ],
            [
              -81.33,
              33.15
            ],
            [
              -81.34,
              33.15
            ],
            [
              -81.36,
              33.13
            ],
            [
              -81.39,
              33.13
            ],
            [
              -81.41,
              33.15
            ],
            [
              -81.41,
              33.18
            ],
            [
              -81.42,
              33.19
            ],
            [
              -81.38,
              33.21
            ],
            [
              -81.36,
              33.23
            ]
          ]
        ]
      },
      "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": "2026-08-03T20:59:00Z",
        "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": "ccebc6299c4d115ed55f6ab0f7e4f46af7525095963904717da88d004c71c27a",
        "signature": {
          "alg": "ed25519",
          "sig": "95a6e5838edc76df2832b20f135204d9168d0f52b0efdcfbf3b83c1b1514e3c75713eded892b94d894af89b580137ea64915c47ab3e80356b3680fe14fb5a201"
        }
      },
      "receipt_sha256": "ccebc6299c4d115ed55f6ab0f7e4f46af7525095963904717da88d004c71c27a"
    },
    {
      "storm_id": "273122",
      "lat": 50.2509,
      "lon": -94.7018,
      "motion_east": 4.6,
      "motion_south": 0.9,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1.0,
      "ebshear": 2.0,
      "srh01": 19.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.2374
        },
        {
          "name": "alignment",
          "value": -0.2598
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0483
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.370435893535614,
        "torsion": 0.0,
        "alignment": -0.259796142578125,
        "S_field": 0.2063158005475998,
        "Gamma_field": 0.3240572214126587,
        "S_over_Gamma": 0.6366647481918335,
        "Da": 17.37821388244629,
        "E_coh": 0.33013612031936646,
        "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": [
          [
            [
              -94.75,
              50.29
            ],
            [
              -94.64,
              50.29
            ],
            [
              -94.63,
              50.28
            ],
            [
              -94.63,
              50.24
            ],
            [
              -94.64,
              50.22
            ],
            [
              -94.66,
              50.2
            ],
            [
              -94.7,
              50.18
            ],
            [
              -94.78,
              50.21
            ],
            [
              -94.78,
              50.28
            ],
            [
              -94.76,
              50.28
            ],
            [
              -94.75,
              50.29
            ]
          ]
        ]
      },
      "raw_probability": 0.0483,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "1ccc3558310b2d9fb8e8935e48896445811507964969996c9ad27407b7b0e45f",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0483,
        "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": "72480682a92c983d17da732165dcd36676af3b58de2cedb5b180aa4baa7cc2a6",
        "signature": {
          "alg": "ed25519",
          "sig": "541adea4963c03a95321a995da4d43b0e39997f1074f434b1a87f9abd41e12eba438e9e5ef7a5e37587ff8b2283aa1df6592c10f103fcfaaae627f5f0a7da508"
        }
      },
      "receipt_sha256": "72480682a92c983d17da732165dcd36676af3b58de2cedb5b180aa4baa7cc2a6"
    },
    {
      "storm_id": "273059",
      "lat": 49.7109,
      "lon": -95.4786,
      "motion_east": 4.7,
      "motion_south": 1.1,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 80.0,
      "ebshear": 35.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.4874
        },
        {
          "name": "alignment",
          "value": 2.1777
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0479
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3674296736717224,
        "torsion": 0.0,
        "alignment": 2.177703857421875,
        "S_field": 0.1545594334602356,
        "Gamma_field": 0.3057239055633545,
        "S_over_Gamma": 0.505552351474762,
        "Da": 16.589231491088867,
        "E_coh": 0.023644065484404564,
        "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": [
          [
            [
              -95.42,
              49.77
            ],
            [
              -95.41,
              49.76
            ],
            [
              -95.39,
              49.76
            ],
            [
              -95.36,
              49.73
            ],
            [
              -95.36,
              49.69
            ],
            [
              -95.37,
              49.67
            ],
            [
              -95.41,
              49.65
            ],
            [
              -95.44,
              49.65
            ],
            [
              -95.45,
              49.64
            ],
            [
              -95.46,
              49.65
            ],
            [
              -95.48,
              49.65
            ],
            [
              -95.52,
              49.68
            ],
            [
              -95.57,
              49.68
            ],
            [
              -95.59,
              49.7
            ],
            [
              -95.59,
              49.72
            ],
            [
              -95.6,
              49.73
            ],
            [
              -95.6,
              49.74
            ],
            [
              -95.58,
              49.76
            ],
            [
              -95.52,
              49.76
            ],
            [
              -95.51,
              49.74
            ],
            [
              -95.48,
              49.74
            ],
            [
              -95.42,
              49.77
            ]
          ]
        ]
      },
      "raw_probability": 0.0479,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "b8eca5d2497b6797fd56e67a1dcdd96f4ec8fcf4ac661975d5e9039f0b1b947e",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0479,
        "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": "9b1481e6848a312223f3a6c65cd1903ec556d82755c55b93b9b588170298cba9",
        "signature": {
          "alg": "ed25519",
          "sig": "9675fdbd4665b0d84700241ebe5e0031d3308863f4d6772c4ceaafaf8c0c348d3c1533a6d5f2f62e34b84af5e8761cd956afbdf5de40322c87d6f9ff071e6609"
        }
      },
      "receipt_sha256": "9b1481e6848a312223f3a6c65cd1903ec556d82755c55b93b9b588170298cba9"
    },
    {
      "storm_id": "272935",
      "lat": 49.612,
      "lon": -96.2513,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 21.0,
      "ebshear": 36.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.3624
        },
        {
          "name": "alignment",
          "value": 1.3027
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0469
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.35541465878486633,
        "torsion": 0.0,
        "alignment": 1.302703857421875,
        "S_field": 0.16468104720115662,
        "Gamma_field": 0.3332238793373108,
        "S_over_Gamma": 0.49420541524887085,
        "Da": 18.339080810546875,
        "E_coh": 0.022638216614723206,
        "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": [
          [
            [
              -96.26,
              49.67
            ],
            [
              -96.23,
              49.67
            ],
            [
              -96.21,
              49.66
            ],
            [
              -96.2,
              49.62
            ],
            [
              -96.21,
              49.61
            ],
            [
              -96.21,
              49.59
            ],
            [
              -96.23,
              49.57
            ],
            [
              -96.24,
              49.57
            ],
            [
              -96.26,
              49.55
            ],
            [
              -96.28,
              49.55
            ],
            [
              -96.3,
              49.57
            ],
            [
              -96.3,
              49.61
            ],
            [
              -96.29,
              49.62
            ],
            [
              -96.29,
              49.65
            ],
            [
              -96.26,
              49.67
            ]
          ]
        ]
      },
      "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": "2026-08-03T20:59:00Z",
        "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": "30651e65993ab596b5b7ece2a4dd5bc9fade81338c64f12bfa357aa8ea6312a5",
        "signature": {
          "alg": "ed25519",
          "sig": "767a6cb917e8f340cb20a81c073339a5c5fd82e37d7711fc9a9ca854a806aecf2e99c3f6545b7a5a40436e7ff40b19a821c6def6123b92fbb78273b502d71300"
        }
      },
      "receipt_sha256": "30651e65993ab596b5b7ece2a4dd5bc9fade81338c64f12bfa357aa8ea6312a5"
    },
    {
      "storm_id": "273027",
      "lat": 50.0565,
      "lon": -93.6914,
      "motion_east": 4.4,
      "motion_south": 0.8,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 33.0,
      "ebshear": 34.0,
      "srh01": 16.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.1124
        },
        {
          "name": "alignment",
          "value": -2.4473
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0468
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3780706524848938,
        "torsion": 0.0,
        "alignment": -2.447296142578125,
        "S_field": 0.2384333610534668,
        "Gamma_field": 0.28405722975730896,
        "S_over_Gamma": 0.839384913444519,
        "Da": 15.395424842834473,
        "E_coh": 0.4056239426136017,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.78,
              50.26
            ],
            [
              -93.73,
              50.21
            ],
            [
              -93.69,
              50.21
            ],
            [
              -93.68,
              50.22
            ],
            [
              -93.63,
              50.22
            ],
            [
              -93.61,
              50.21
            ],
            [
              -93.59,
              50.19
            ],
            [
              -93.57,
              50.15
            ],
            [
              -93.52,
              50.1
            ],
            [
              -93.5,
              50.09
            ],
            [
              -93.47,
              50.09
            ],
            [
              -93.47,
              50.0
            ],
            [
              -93.45,
              49.98
            ],
            [
              -93.42,
              49.98
            ],
            [
              -93.36,
              49.95
            ],
            [
              -93.34,
              49.92
            ],
            [
              -93.34,
              49.88
            ],
            [
              -93.37,
              49.86
            ],
            [
              -93.39,
              49.86
            ],
            [
              -93.43,
              49.88
            ],
            [
              -93.48,
              49.92
            ],
            [
              -93.54,
              49.95
            ],
            [
              -93.6,
              49.95
            ],
            [
              -93.61,
              49.93
            ],
            [
              -93.58,
              49.91
            ],
            [
              -93.58,
              49.86
            ],
            [
              -93.6,
              49.85
            ],
            [
              -93.65,
              49.85
            ],
            [
              -93.66,
              49.86
            ],
            [
              -93.66,
              49.92
            ],
            [
              -93.65,
              49.92
            ],
            [
              -93.62,
              49.95
            ],
            [
              -93.64,
              49.97
            ],
            [
              -93.67,
              49.98
            ],
            [
              -93.7,
              50.01
            ],
            [
              -93.7,
              50.02
            ],
            [
              -93.73,
              50.05
            ],
            [
              -93.75,
              50.09
            ],
            [
              -93.78,
              50.1
            ],
            [
              -93.82,
              50.08
            ],
            [
              -93.86,
              50.08
            ],
            [
              -93.9,
              50.1
            ],
            [
              -93.93,
              50.1
            ],
            [
              -93.99,
              50.07
            ],
            [
              -94.04,
              50.07
            ],
            [
              -94.1,
              50.13
            ],
            [
              -94.08,
              50.15
            ],
            [
              -94.06,
              50.16
            ],
            [
              -94.03,
              50.16
            ],
            [
              -94.01,
              50.18
            ],
            [
              -93.97,
              50.2
            ],
            [
              -93.91,
              50.2
            ],
            [
              -93.9,
              50.21
            ],
            [
              -93.86,
              50.22
            ],
            [
              -93.83,
              50.25
            ],
            [
              -93.8,
              50.25
            ],
            [
              -93.78,
              50.26
            ]
          ]
        ]
      },
      "raw_probability": 0.0468,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "d7114ed18e99c743223ea93510860c1b9e68ac5f6b17af7c84d702af32d17035",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0468,
        "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": "1768d6e6b52f1fec883fe4b6db0cc0386f7f1db54ae66bfd605812872bc1d4bc",
        "signature": {
          "alg": "ed25519",
          "sig": "fa18f959b334d702fe7556e12f28164893988ca9433f8925e93e86253cfbe4dc71158f5a2101c9cde7db3ed112deb698bb0778b77f9fbdc3e276b324c20b450e"
        }
      },
      "receipt_sha256": "1768d6e6b52f1fec883fe4b6db0cc0386f7f1db54ae66bfd605812872bc1d4bc"
    },
    {
      "storm_id": "273128",
      "lat": 49.5922,
      "lon": -96.55,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 13.0,
      "ebshear": 23.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.3624
        },
        {
          "name": "alignment",
          "value": 1.3027
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0468
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.35541465878486633,
        "torsion": 0.0,
        "alignment": 1.302703857421875,
        "S_field": 0.16468104720115662,
        "Gamma_field": 0.3332238793373108,
        "S_over_Gamma": 0.49420541524887085,
        "Da": 18.339080810546875,
        "E_coh": 0.022638216614723206,
        "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": [
          [
            [
              -96.56,
              49.62
            ],
            [
              -96.53,
              49.62
            ],
            [
              -96.52,
              49.61
            ],
            [
              -96.52,
              49.57
            ],
            [
              -96.53,
              49.56
            ],
            [
              -96.57,
              49.56
            ],
            [
              -96.58,
              49.57
            ],
            [
              -96.58,
              49.6
            ],
            [
              -96.56,
              49.62
            ]
          ]
        ]
      },
      "raw_probability": 0.0468,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "d7114ed18e99c743223ea93510860c1b9e68ac5f6b17af7c84d702af32d17035",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0468,
        "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": "1768d6e6b52f1fec883fe4b6db0cc0386f7f1db54ae66bfd605812872bc1d4bc",
        "signature": {
          "alg": "ed25519",
          "sig": "fa18f959b334d702fe7556e12f28164893988ca9433f8925e93e86253cfbe4dc71158f5a2101c9cde7db3ed112deb698bb0778b77f9fbdc3e276b324c20b450e"
        }
      },
      "receipt_sha256": "1768d6e6b52f1fec883fe4b6db0cc0386f7f1db54ae66bfd605812872bc1d4bc"
    },
    {
      "storm_id": "273057",
      "lat": 49.8245,
      "lon": -94.124,
      "motion_east": 4.6,
      "motion_south": 1.4,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 20.0,
      "ebshear": 33.0,
      "srh01": 2.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.2374
        },
        {
          "name": "alignment",
          "value": -0.2598
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0467
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.370435893535614,
        "torsion": 0.0,
        "alignment": -0.259796142578125,
        "S_field": 0.2063158005475998,
        "Gamma_field": 0.3240572214126587,
        "S_over_Gamma": 0.6366647481918335,
        "Da": 17.37821388244629,
        "E_coh": 0.33013612031936646,
        "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": [
          [
            [
              -94.12,
              49.94
            ],
            [
              -94.09,
              49.94
            ],
            [
              -94.07,
              49.93
            ],
            [
              -94.03,
              49.87
            ],
            [
              -94.03,
              49.81
            ],
            [
              -94.04,
              49.8
            ],
            [
              -94.04,
              49.78
            ],
            [
              -94.06,
              49.76
            ],
            [
              -94.06,
              49.75
            ],
            [
              -94.09,
              49.73
            ],
            [
              -94.13,
              49.73
            ],
            [
              -94.14,
              49.74
            ],
            [
              -94.21,
              49.75
            ],
            [
              -94.23,
              49.76
            ],
            [
              -94.24,
              49.78
            ],
            [
              -94.24,
              49.82
            ],
            [
              -94.2,
              49.86
            ],
            [
              -94.2,
              49.87
            ],
            [
              -94.14,
              49.93
            ],
            [
              -94.12,
              49.94
            ]
          ]
        ]
      },
      "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": "2026-08-03T20:59:00Z",
        "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": "c6634a75561567206c51aff2353a3f5e9e17d8095aae5a2137a4e6671d36aa78",
        "signature": {
          "alg": "ed25519",
          "sig": "1508bf38f89e6fd6072758a4d5394354fa9a2c20e802579372e0cd46623a674d0ab853d6b639921bf24439d6d998fdc92ac38e384f00202e71edd37fea744509"
        }
      },
      "receipt_sha256": "c6634a75561567206c51aff2353a3f5e9e17d8095aae5a2137a4e6671d36aa78"
    },
    {
      "storm_id": "272745",
      "lat": 24.7233,
      "lon": -79.3711,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4076.0,
      "ebshear": 15.0,
      "srh01": 28.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.4874
        },
        {
          "name": "alignment",
          "value": 0.2598
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0465
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.6837866306304932,
        "torsion": 0.0,
        "alignment": 0.259796142578125,
        "S_field": 1.2703970670700073,
        "Gamma_field": 0.2040572166442871,
        "S_over_Gamma": 6.2256903648376465,
        "Da": 12.218502044677734,
        "E_coh": 0.9806193113327026,
        "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": [
          [
            [
              -79.36,
              24.76
            ],
            [
              -79.34,
              24.72
            ],
            [
              -79.34,
              24.68
            ],
            [
              -79.38,
              24.69
            ],
            [
              -79.38,
              24.7
            ],
            [
              -79.4,
              24.72
            ],
            [
              -79.39,
              24.73
            ],
            [
              -79.39,
              24.75
            ],
            [
              -79.36,
              24.76
            ]
          ]
        ]
      },
      "raw_probability": 0.0465,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "774abdfb26456af19fcd98799a7561e0dca22cc62c773ec77a3f492397ba7ab4",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0465,
        "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": "be2a6d9f279d1bcea0d7c49798a4396d9381d567444680925e9845a817843cf0",
        "signature": {
          "alg": "ed25519",
          "sig": "3811d17f5de6ecc3401da1b5c26977795cbeea9687499a2a9a26c2e5e9f936227be510aa366f29ce0325431dd99afd4985b34554cc4dde34d5410bd24d93a906"
        }
      },
      "receipt_sha256": "be2a6d9f279d1bcea0d7c49798a4396d9381d567444680925e9845a817843cf0"
    },
    {
      "storm_id": "272765",
      "lat": 34.493,
      "lon": -79.105,
      "motion_east": 4.1,
      "motion_south": 0.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2190.0,
      "ebshear": 20.0,
      "srh01": 17.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.8624
        },
        {
          "name": "alignment",
          "value": -1.7878
        },
        {
          "name": "tau",
          "value": 1.6953
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0462
      },
      "coherence_score": 1.6953452825546265,
      "coherence_diagnostics": {
        "tau": 1.6953452825546265,
        "grad_tau": 0.21202515065670013,
        "torsion": 0.0,
        "alignment": -1.7878245115280151,
        "S_field": 0.29504895210266113,
        "Gamma_field": 0.2990572154521942,
        "S_over_Gamma": 0.9865970015525818,
        "Da": 17.324968338012695,
        "E_coh": 0.8525465726852417,
        "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": [
          [
            [
              -79.11,
              34.52
            ],
            [
              -79.08,
              34.52
            ],
            [
              -79.07,
              34.51
            ],
            [
              -79.07,
              34.49
            ],
            [
              -79.09,
              34.46
            ],
            [
              -79.12,
              34.46
            ],
            [
              -79.14,
              34.47
            ],
            [
              -79.13,
              34.48
            ],
            [
              -79.13,
              34.5
            ],
            [
              -79.11,
              34.52
            ]
          ]
        ]
      },
      "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": "2026-08-03T20:59:00Z",
        "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": "daec340f965ed99bbaa147650f8fb34be7e8f00e5cdd2d738d55b8932c8362c8",
        "signature": {
          "alg": "ed25519",
          "sig": "1cdae808ab5902b18209c4309002bd6b64346494ed09d512d8a9939b83d173e6c9bd9cf685042cfc7f246c1bf4cf5c3a709b49161a8db13d8e3d82d53afc350c"
        }
      },
      "receipt_sha256": "daec340f965ed99bbaa147650f8fb34be7e8f00e5cdd2d738d55b8932c8362c8"
    },
    {
      "storm_id": "273108",
      "lat": 34.2908,
      "lon": -110.2008,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 820.0,
      "ebshear": 13.0,
      "srh01": 28.0,
      "maxllaz": 0.002,
      "mesh": 0.32,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.2374
        },
        {
          "name": "alignment",
          "value": -0.1329
        },
        {
          "name": "tau",
          "value": 0.2206
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0461
      },
      "coherence_score": 0.22055280208587646,
      "coherence_diagnostics": {
        "tau": 0.22055280208587646,
        "grad_tau": 0.12782786786556244,
        "torsion": 0.0,
        "alignment": -0.13288578391075134,
        "S_field": 0.0663505420088768,
        "Gamma_field": 1.7832238674163818,
        "S_over_Gamma": 0.0372081957757473,
        "Da": 106.55699920654297,
        "E_coh": 0.2330823838710785,
        "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": [
          [
            [
              -110.22,
              34.33
            ],
            [
              -110.19,
              34.33
            ],
            [
              -110.15,
              34.28
            ],
            [
              -110.15,
              34.27
            ],
            [
              -110.17,
              34.25
            ],
            [
              -110.19,
              34.25
            ],
            [
              -110.21,
              34.27
            ],
            [
              -110.23,
              34.27
            ],
            [
              -110.23,
              34.29
            ],
            [
              -110.22,
              34.3
            ],
            [
              -110.23,
              34.32
            ],
            [
              -110.22,
              34.33
            ]
          ]
        ]
      },
      "raw_probability": 0.0461,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "42b72d1faea5c0f9c72392591f7d4578e3a057c24fe8ae329fef777f086d2456",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0461,
        "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": "910f24c7db627e647c03bf25b6c16a17571573b5c6863b2d69d0eeb0bf492ba1",
        "signature": {
          "alg": "ed25519",
          "sig": "4cc055c944b027a7c02c6dbefe884c22616e5d10dfa2d5b00229d58741cc177bf7fac63790b5f1346d315b0efbf1c73f32c9963032a4f1e4bc1c2789de599f05"
        }
      },
      "receipt_sha256": "910f24c7db627e647c03bf25b6c16a17571573b5c6863b2d69d0eeb0bf492ba1"
    },
    {
      "storm_id": "273069",
      "lat": 34.107,
      "lon": -109.877,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 824.0,
      "ebshear": 9.0,
      "srh01": 2.0,
      "maxllaz": 0.001,
      "mesh": 0.29,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.7374
        },
        {
          "name": "alignment",
          "value": 1.8577
        },
        {
          "name": "tau",
          "value": 0.3794
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0457
      },
      "coherence_score": 0.3793747127056122,
      "coherence_diagnostics": {
        "tau": 0.3793747127056122,
        "grad_tau": 0.20922520756721497,
        "torsion": 0.0,
        "alignment": 1.857736349105835,
        "S_field": 0.2588677704334259,
        "Gamma_field": 1.361557126045227,
        "S_over_Gamma": 0.19012627005577087,
        "Da": 83.5317153930664,
        "E_coh": 0.8882594704627991,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.86,
              34.14
            ],
            [
              -109.85,
              34.11
            ],
            [
              -109.83,
              34.09
            ],
            [
              -109.85,
              34.05
            ],
            [
              -109.9,
              34.07
            ],
            [
              -109.92,
              34.09
            ],
            [
              -109.92,
              34.12
            ],
            [
              -109.91,
              34.13
            ],
            [
              -109.87,
              34.13
            ],
            [
              -109.86,
              34.14
            ]
          ]
        ]
      },
      "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": "2026-08-03T20:59:00Z",
        "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": "231143142f6665bd42964110bd81e6c872009d65f30ac9fd18ef49a86dbf8681",
        "signature": {
          "alg": "ed25519",
          "sig": "041d4d1c1ef767b7c090cdd67b0287c45426106e414c71ec1614dd68a88556a0e09ad931846f8b39654ec1c841f044839138a46a15cc5d576afe927de12a7d08"
        }
      },
      "receipt_sha256": "231143142f6665bd42964110bd81e6c872009d65f30ac9fd18ef49a86dbf8681"
    },
    {
      "storm_id": "273162",
      "lat": 32.4289,
      "lon": -80.2789,
      "motion_east": 4.5,
      "motion_south": 0.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2595.0,
      "ebshear": 14.0,
      "srh01": 45.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.4874
        },
        {
          "name": "alignment",
          "value": 2.1807
        },
        {
          "name": "tau",
          "value": 1.9702
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0457
      },
      "coherence_score": 1.970243215560913,
      "coherence_diagnostics": {
        "tau": 1.970243215560913,
        "grad_tau": 0.2592281103134155,
        "torsion": 0.0,
        "alignment": 2.180668592453003,
        "S_field": 0.16702184081077576,
        "Gamma_field": 0.3032239079475403,
        "S_over_Gamma": 0.5508201718330383,
        "Da": 17.370845794677734,
        "E_coh": 0.7941583395004272,
        "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": [
          [
            [
              -80.28,
              32.47
            ],
            [
              -80.24,
              32.47
            ],
            [
              -80.24,
              32.42
            ],
            [
              -80.27,
              32.41
            ],
            [
              -80.29,
              32.39
            ],
            [
              -80.31,
              32.39
            ],
            [
              -80.31,
              32.41
            ],
            [
              -80.29,
              32.43
            ],
            [
              -80.28,
              32.47
            ]
          ]
        ]
      },
      "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": "2026-08-03T20:59:00Z",
        "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": "231143142f6665bd42964110bd81e6c872009d65f30ac9fd18ef49a86dbf8681",
        "signature": {
          "alg": "ed25519",
          "sig": "041d4d1c1ef767b7c090cdd67b0287c45426106e414c71ec1614dd68a88556a0e09ad931846f8b39654ec1c841f044839138a46a15cc5d576afe927de12a7d08"
        }
      },
      "receipt_sha256": "231143142f6665bd42964110bd81e6c872009d65f30ac9fd18ef49a86dbf8681"
    },
    {
      "storm_id": "273102",
      "lat": 24.8207,
      "lon": -100.0207,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1606.0,
      "ebshear": 19.0,
      "srh01": 51.0,
      "maxllaz": 0.0,
      "mesh": 0.61,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 51.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.8624
        },
        {
          "name": "alignment",
          "value": 0.6973
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0451
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3190884590148926,
        "torsion": 0.0,
        "alignment": 0.697296142578125,
        "S_field": 0.37544766068458557,
        "Gamma_field": 0.45072388648986816,
        "S_over_Gamma": 0.8329881429672241,
        "Da": 26.8486385345459,
        "E_coh": 0.9380214214324951,
        "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": [
          [
            [
              -100.02,
              24.87
            ],
            [
              -100.01,
              24.87
            ],
            [
              -100.01,
              24.86
            ],
            [
              -99.97,
              24.83
            ],
            [
              -99.97,
              24.81
            ],
            [
              -99.98,
              24.8
            ],
            [
              -99.99,
              24.76
            ],
            [
              -100.03,
              24.76
            ],
            [
              -100.06,
              24.74
            ],
            [
              -100.09,
              24.78
            ],
            [
              -100.08,
              24.84
            ],
            [
              -100.04,
              24.84
            ],
            [
              -100.02,
              24.86
            ],
            [
              -100.02,
              24.87
            ]
          ]
        ]
      },
      "raw_probability": 0.0451,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "f856fbeeca726b5d2057b5a9ccb1a789ded0403c4215833e01df893a3994feaa",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0451,
        "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": "da07a8aaacead01530ac90737fc6d915c6f07af4dd339dee73ce563d0e477c72",
        "signature": {
          "alg": "ed25519",
          "sig": "2efb02206247e86d5e5e0daada2fcf105cfc51607bf5d81d3023c6588e57ce9e852e05d9d6441282e32215ae35974952793511851c531d5b5b6cdd71df62870f"
        }
      },
      "receipt_sha256": "da07a8aaacead01530ac90737fc6d915c6f07af4dd339dee73ce563d0e477c72"
    },
    {
      "storm_id": "272914",
      "lat": 37.2855,
      "lon": -78.8241,
      "motion_east": 4.4,
      "motion_south": 1.5,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1498.0,
      "ebshear": 16.0,
      "srh01": 16.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.9874
        },
        {
          "name": "alignment",
          "value": -1.9356
        },
        {
          "name": "tau",
          "value": 1.3383
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0447
      },
      "coherence_score": 1.3382660150527954,
      "coherence_diagnostics": {
        "tau": 1.3382660150527954,
        "grad_tau": 0.32822340726852417,
        "torsion": 0.0,
        "alignment": -1.9356491565704346,
        "S_field": 0.3730197846889496,
        "Gamma_field": 0.17072388529777527,
        "S_over_Gamma": 2.1849303245544434,
        "Da": 10.554703712463379,
        "E_coh": 0.9091280102729797,
        "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": [
          [
            [
              -78.74,
              37.33
            ],
            [
              -78.71,
              37.33
            ],
            [
              -78.7,
              37.32
            ],
            [
              -78.7,
              37.29
            ],
            [
              -78.72,
              37.27
            ],
            [
              -78.72,
              37.26
            ],
            [
              -78.76,
              37.25
            ],
            [
              -78.77,
              37.24
            ],
            [
              -78.89,
              37.23
            ],
            [
              -78.9,
              37.22
            ],
            [
              -78.94,
              37.23
            ],
            [
              -78.96,
              37.28
            ],
            [
              -78.99,
              37.3
            ],
            [
              -78.98,
              37.31
            ],
            [
              -78.92,
              37.31
            ],
            [
              -78.91,
              37.3
            ],
            [
              -78.88,
              37.3
            ],
            [
              -78.85,
              37.28
            ],
            [
              -78.81,
              37.28
            ],
            [
              -78.78,
              37.31
            ],
            [
              -78.76,
              37.31
            ],
            [
              -78.74,
              37.33
            ]
          ]
        ]
      },
      "raw_probability": 0.0447,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "505108da3b590010a12342e862e1beec3c11dacff308a1f09f47eec5402bb5d7",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0447,
        "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": "2b113d4fbc1cfe7eb3ea748f5cb6853d93ee574081664926415e041dfbba8498",
        "signature": {
          "alg": "ed25519",
          "sig": "0648cf942101997c53769a611fbb4e365f47a0580a31968032d3aec0e8a64bd3cda11e6a2e8547c71361831067ad9039439acd48451cc74a2eabbaf198cd5b0e"
        }
      },
      "receipt_sha256": "2b113d4fbc1cfe7eb3ea748f5cb6853d93ee574081664926415e041dfbba8498"
    },
    {
      "storm_id": "273034",
      "lat": 35.8127,
      "lon": -106.2636,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 877.0,
      "ebshear": 23.0,
      "srh01": 20.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.6124
        },
        {
          "name": "alignment",
          "value": 0.5431
        },
        {
          "name": "tau",
          "value": 0.186
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0447
      },
      "coherence_score": 0.1860131174325943,
      "coherence_diagnostics": {
        "tau": 0.1860131174325943,
        "grad_tau": 0.04884035512804985,
        "torsion": 0.0,
        "alignment": 0.5430827736854553,
        "S_field": 0.013224555179476738,
        "Gamma_field": 0.5973905920982361,
        "S_over_Gamma": 0.022137200459837914,
        "Da": 33.006900787353516,
        "E_coh": 0.12727469205856323,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.31,
              35.84
            ],
            [
              -106.29,
              35.83
            ],
            [
              -106.22,
              35.83
            ],
            [
              -106.21,
              35.82
            ],
            [
              -106.2,
              35.82
            ],
            [
              -106.24,
              35.78
            ],
            [
              -106.25,
              35.78
            ],
            [
              -106.26,
              35.79
            ],
            [
              -106.3,
              35.8
            ],
            [
              -106.31,
              35.81
            ],
            [
              -106.31,
              35.84
            ]
          ]
        ]
      },
      "raw_probability": 0.0447,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "505108da3b590010a12342e862e1beec3c11dacff308a1f09f47eec5402bb5d7",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0447,
        "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": "2b113d4fbc1cfe7eb3ea748f5cb6853d93ee574081664926415e041dfbba8498",
        "signature": {
          "alg": "ed25519",
          "sig": "0648cf942101997c53769a611fbb4e365f47a0580a31968032d3aec0e8a64bd3cda11e6a2e8547c71361831067ad9039439acd48451cc74a2eabbaf198cd5b0e"
        }
      },
      "receipt_sha256": "2b113d4fbc1cfe7eb3ea748f5cb6853d93ee574081664926415e041dfbba8498"
    },
    {
      "storm_id": "272738",
      "lat": 34.6137,
      "lon": -76.1375,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2376.0,
      "ebshear": 11.0,
      "srh01": 27.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.9874
        },
        {
          "name": "alignment",
          "value": 3.1647
        },
        {
          "name": "tau",
          "value": 2.3698
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0442
      },
      "coherence_score": 2.3698182106018066,
      "coherence_diagnostics": {
        "tau": 2.3698182106018066,
        "grad_tau": 0.30929073691368103,
        "torsion": 0.0,
        "alignment": 3.1647229194641113,
        "S_field": 0.3304259777069092,
        "Gamma_field": 0.34822389483451843,
        "S_over_Gamma": 0.948889434337616,
        "Da": 22.2055721282959,
        "E_coh": 0.7036845684051514,
        "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": [
          [
            [
              -76.13,
              34.65
            ],
            [
              -76.11,
              34.64
            ],
            [
              -76.11,
              34.61
            ],
            [
              -76.12,
              34.59
            ],
            [
              -76.14,
              34.57
            ],
            [
              -76.18,
              34.58
            ],
            [
              -76.18,
              34.62
            ],
            [
              -76.13,
              34.65
            ]
          ]
        ]
      },
      "raw_probability": 0.0442,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "ff85ee28b163cfd9d99050b73061067dde75b2bd397adf0d0fcd21a83baf1078",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0442,
        "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": "9f29ddb78d0d30aabab131dd9e401f6510a76fcce09d8cfef21a6ea3b535b408",
        "signature": {
          "alg": "ed25519",
          "sig": "36a2267e51634de240875db8fc56487243554a54d1e1ce8edcaf3efd1b33d94c305fb662af1285606930a0c9f7b8f1cb712297cbfa0342debf015add9cd56409"
        }
      },
      "receipt_sha256": "9f29ddb78d0d30aabab131dd9e401f6510a76fcce09d8cfef21a6ea3b535b408"
    },
    {
      "storm_id": "273098",
      "lat": 31.492,
      "lon": -81.872,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1859.0,
      "ebshear": 15.0,
      "srh01": 43.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.8624
        },
        {
          "name": "alignment",
          "value": 1.7818
        },
        {
          "name": "tau",
          "value": 1.701
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0437
      },
      "coherence_score": 1.7010213136672974,
      "coherence_diagnostics": {
        "tau": 1.7010213136672974,
        "grad_tau": 0.18522046506404877,
        "torsion": 0.0,
        "alignment": 1.7818423509597778,
        "S_field": 0.366197794675827,
        "Gamma_field": 0.29572388529777527,
        "S_over_Gamma": 1.2383098602294922,
        "Da": 17.088455200195312,
        "E_coh": 0.9257540702819824,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.88,
              31.57
            ],
            [
              -81.87,
              31.56
            ],
            [
              -81.82,
              31.56
            ],
            [
              -81.81,
              31.55
            ],
            [
              -81.81,
              31.49
            ],
            [
              -81.84,
              31.43
            ],
            [
              -81.85,
              31.43
            ],
            [
              -81.88,
              31.4
            ],
            [
              -81.92,
              31.4
            ],
            [
              -81.92,
              31.44
            ],
            [
              -81.91,
              31.45
            ],
            [
              -81.91,
              31.47
            ],
            [
              -81.89,
              31.51
            ],
            [
              -81.89,
              31.55
            ],
            [
              -81.88,
              31.57
            ]
          ]
        ]
      },
      "raw_probability": 0.0437,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "3c1b1d37314feb2b3fc293d04ce295c5aa197b4c10d09c5fea7bfa48321892b3",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0437,
        "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": "a2f60091f09a78a5b1b2e701a0a1c2c107022392e1e035520dfd6771e61953c6",
        "signature": {
          "alg": "ed25519",
          "sig": "1de288286770f46adcbfa91a13a3f7dd1230ec0a9ec1a65fc0925876bab668e3b77f8a719b537a4730d1c46b954c5c62782110d6aa92290a2b49ca003675d908"
        }
      },
      "receipt_sha256": "a2f60091f09a78a5b1b2e701a0a1c2c107022392e1e035520dfd6771e61953c6"
    },
    {
      "storm_id": "272482",
      "lat": 30.972,
      "lon": -82.974,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2561.0,
      "ebshear": 16.0,
      "srh01": 41.0,
      "maxllaz": 0.005,
      "mesh": 0.16,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.4874
        },
        {
          "name": "alignment",
          "value": 4.3342
        },
        {
          "name": "tau",
          "value": 1.6772
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0432
      },
      "coherence_score": 1.6771667003631592,
      "coherence_diagnostics": {
        "tau": 1.6771667003631592,
        "grad_tau": 0.2797675132751465,
        "torsion": 0.0,
        "alignment": 4.334171772003174,
        "S_field": 0.4531925320625305,
        "Gamma_field": 0.2915572226047516,
        "S_over_Gamma": 1.5543862581253052,
        "Da": 18.999717712402344,
        "E_coh": 0.7964835166931152,
        "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": [
          [
            [
              -83.0,
              31.01
            ],
            [
              -82.96,
              31.01
            ],
            [
              -82.94,
              30.99
            ],
            [
              -82.94,
              30.96
            ],
            [
              -82.93,
              30.95
            ],
            [
              -82.94,
              30.93
            ],
            [
              -82.99,
              30.92
            ],
            [
              -83.02,
              30.95
            ],
            [
              -83.02,
              30.99
            ],
            [
              -83.0,
              31.01
            ]
          ]
        ]
      },
      "raw_probability": 0.0432,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "19980bfd938512bd150924aa05062b9b383b628d39902d5511a8a91997b4b084",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0432,
        "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": "a7cf8449fc8d43d941990b94be03ba288753db54b03624ed82fe0be02687e06a",
        "signature": {
          "alg": "ed25519",
          "sig": "ae25ed46bc5b7d3cbaff91999429ba0b4edbeb6c5393651cdb8d18d8488efe725c4a0ead9cb42be74fdd7a213ddac4362937202d23e01adbbfc3900d4b16570b"
        }
      },
      "receipt_sha256": "a7cf8449fc8d43d941990b94be03ba288753db54b03624ed82fe0be02687e06a"
    },
    {
      "storm_id": "273116",
      "lat": 29.005,
      "lon": -80.865,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2233.0,
      "ebshear": 13.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.4874
        },
        {
          "name": "alignment",
          "value": 0.9448
        },
        {
          "name": "tau",
          "value": 3.1977
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0427
      },
      "coherence_score": 3.1976826190948486,
      "coherence_diagnostics": {
        "tau": 3.1976826190948486,
        "grad_tau": 0.16871298849582672,
        "torsion": 0.0,
        "alignment": 0.9448105096817017,
        "S_field": 0.9203409552574158,
        "Gamma_field": 0.1990572065114975,
        "S_over_Gamma": 4.623499870300293,
        "Da": 12.526601791381836,
        "E_coh": 0.9369003176689148,
        "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": [
          [
            [
              -80.86,
              29.05
            ],
            [
              -80.83,
              29.03
            ],
            [
              -80.83,
              29.01
            ],
            [
              -80.84,
              29.0
            ],
            [
              -80.83,
              28.97
            ],
            [
              -80.89,
              28.96
            ],
            [
              -80.89,
              28.97
            ],
            [
              -80.91,
              28.99
            ],
            [
              -80.91,
              29.02
            ],
            [
              -80.86,
              29.05
            ]
          ]
        ]
      },
      "raw_probability": 0.0427,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "86478106a386204b3a42d3265b7c5ba9b5d7bbadaffcb3c5861cb9824389d78e",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0427,
        "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": "7ff8aacf36894f5b81153f044669ac270a1fe47a471d4ee60b41d5b1feb8571f",
        "signature": {
          "alg": "ed25519",
          "sig": "918c2c12f15df99346f0df65298c0c0c9af6bb2a2dd1e929bc30c978f8ec5c6cf3fa79fac6fd42c899ccd1f2586b27c6df223c890d47b7277f3c3936dde0c00b"
        }
      },
      "receipt_sha256": "7ff8aacf36894f5b81153f044669ac270a1fe47a471d4ee60b41d5b1feb8571f"
    },
    {
      "storm_id": "273109",
      "lat": 33.45,
      "lon": -106.078,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 98.0,
      "ebshear": 26.0,
      "srh01": 3.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.1124
        },
        {
          "name": "alignment",
          "value": 0.7133
        },
        {
          "name": "tau",
          "value": 0.6416
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0416
      },
      "coherence_score": 0.6416058540344238,
      "coherence_diagnostics": {
        "tau": 0.6416058540344238,
        "grad_tau": 0.2635928988456726,
        "torsion": 0.0,
        "alignment": 0.7133169770240784,
        "S_field": 0.38838398456573486,
        "Gamma_field": 0.6215572357177734,
        "S_over_Gamma": 0.6248563528060913,
        "Da": 39.54281997680664,
        "E_coh": 0.9015434980392456,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.11,
              33.49
            ],
            [
              -106.03,
              33.49
            ],
            [
              -106.03,
              33.39
            ],
            [
              -106.11,
              33.39
            ],
            [
              -106.11,
              33.49
            ]
          ]
        ]
      },
      "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": "2026-08-03T20:59:00Z",
        "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": "f0c77390f81fcbcf30d83cf1043e53a173861270b8d19fa0185a62ff22c7ad4c",
        "signature": {
          "alg": "ed25519",
          "sig": "a8181e10dad3b9f586967b8b9ed310ecf8fe7260510b561d334725165ff11956edfa6430409eb47d57dd339d6d727183f5d00b635d307400277d3a5681aecf00"
        }
      },
      "receipt_sha256": "f0c77390f81fcbcf30d83cf1043e53a173861270b8d19fa0185a62ff22c7ad4c"
    },
    {
      "storm_id": "272790",
      "lat": 29.6823,
      "lon": -95.1369,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2120.0,
      "ebshear": 17.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.3624
        },
        {
          "name": "alignment",
          "value": 0.701
        },
        {
          "name": "tau",
          "value": 0.6301
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0405
      },
      "coherence_score": 0.6300640106201172,
      "coherence_diagnostics": {
        "tau": 0.6300640106201172,
        "grad_tau": 0.18281233310699463,
        "torsion": 0.0,
        "alignment": 0.7010343670845032,
        "S_field": 0.1876392513513565,
        "Gamma_field": 0.5523905754089355,
        "S_over_Gamma": 0.3396858274936676,
        "Da": 33.10531234741211,
        "E_coh": 0.8196857571601868,
        "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": [
          [
            [
              -95.19,
              29.74
            ],
            [
              -95.09,
              29.74
            ],
            [
              -95.1,
              29.72
            ],
            [
              -95.1,
              29.67
            ],
            [
              -95.09,
              29.65
            ],
            [
              -95.1,
              29.64
            ],
            [
              -95.11,
              29.65
            ],
            [
              -95.14,
              29.65
            ],
            [
              -95.15,
              29.66
            ],
            [
              -95.17,
              29.65
            ],
            [
              -95.18,
              29.66
            ],
            [
              -95.17,
              29.7
            ],
            [
              -95.19,
              29.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0405,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "1c3c634d5f544682301a3acaf61a1819d53b973a57289a8a3b764674337b0b1a",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0405,
        "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": "6c00191b389410ad5f26e2dca79806e66b3b071d1cb84f73b97db34c2f2dd8d8",
        "signature": {
          "alg": "ed25519",
          "sig": "98ea7dc0a2ed482abd026daf2a93fbe88df7c799f5e5c2bf92c767c56dd520ef0ac477b5d56b6fe155ea69033f847259d81ddd66baf835e4860a7336a84cd104"
        }
      },
      "receipt_sha256": "6c00191b389410ad5f26e2dca79806e66b3b071d1cb84f73b97db34c2f2dd8d8"
    },
    {
      "storm_id": "273061",
      "lat": 49.2267,
      "lon": -98.2189,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 21.0,
      "ebshear": 9.0,
      "srh01": 1.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 18.1124
        },
        {
          "name": "alignment",
          "value": 2.1152
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0403
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.345573365688324,
        "torsion": 0.0,
        "alignment": 2.115203857421875,
        "S_field": 0.17860034108161926,
        "Gamma_field": 0.2832238972187042,
        "S_over_Gamma": 0.630597710609436,
        "Da": 15.463274955749512,
        "E_coh": 0.27148953080177307,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.19,
              49.26
            ],
            [
              -98.18,
              49.25
            ],
            [
              -98.18,
              49.21
            ],
            [
              -98.23,
              49.17
            ],
            [
              -98.28,
              49.17
            ],
            [
              -98.28,
              49.22
            ],
            [
              -98.24,
              49.25
            ],
            [
              -98.2,
              49.25
            ],
            [
              -98.19,
              49.26
            ]
          ]
        ]
      },
      "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": "2026-08-03T20:59:00Z",
        "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": "794cc64bce5b7ec5a88779e9fc46f739b5105cd112c776f71b4f64be2cde8b4f",
        "signature": {
          "alg": "ed25519",
          "sig": "ecd4d74b8726613d80a8b1b9ba9ed4ac61f65363e1f029c44783d3b82a5bcc78dd81c92be1ce4c7979a2f61762c9210105b5f7d10e6214169a18908231424005"
        }
      },
      "receipt_sha256": "794cc64bce5b7ec5a88779e9fc46f739b5105cd112c776f71b4f64be2cde8b4f"
    },
    {
      "storm_id": "272377",
      "lat": 33.4656,
      "lon": -82.49,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1268.0,
      "ebshear": 12.0,
      "srh01": 8.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.9874
        },
        {
          "name": "alignment",
          "value": 2.2413
        },
        {
          "name": "tau",
          "value": 1.6155
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0398
      },
      "coherence_score": 1.6155006885528564,
      "coherence_diagnostics": {
        "tau": 1.6155006885528564,
        "grad_tau": 0.19802214205265045,
        "torsion": 0.0,
        "alignment": 2.241314172744751,
        "S_field": 0.4929095506668091,
        "Gamma_field": 0.20989054441452026,
        "S_over_Gamma": 2.348412275314331,
        "Da": 13.431828498840332,
        "E_coh": 0.937073290348053,
        "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": [
          [
            [
              -82.5,
              33.54
            ],
            [
              -82.46,
              33.53
            ],
            [
              -82.46,
              33.51
            ],
            [
              -82.44,
              33.48
            ],
            [
              -82.45,
              33.47
            ],
            [
              -82.45,
              33.45
            ],
            [
              -82.46,
              33.44
            ],
            [
              -82.46,
              33.4
            ],
            [
              -82.47,
              33.39
            ],
            [
              -82.5,
              33.41
            ],
            [
              -82.53,
              33.41
            ],
            [
              -82.53,
              33.44
            ],
            [
              -82.55,
              33.45
            ],
            [
              -82.54,
              33.47
            ],
            [
              -82.54,
              33.52
            ],
            [
              -82.5,
              33.54
            ]
          ]
        ]
      },
      "raw_probability": 0.0398,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "8c709b91d0df7260e67ffb60c05c7335a01751048ce85f4f00bc00c05b8ab012",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0398,
        "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": "e86278d465fd16e5f21bb03b11b8b9766395608d1d93c0a7bb6b16aef097a8da",
        "signature": {
          "alg": "ed25519",
          "sig": "f286e9e48e62f5730bee67471eb6b605d8efc2107342b9bd8157a7bafe8c0547e2549f8702fddebdfe6e9692970ec050ec3f09ea35fea489cc152704dfb20807"
        }
      },
      "receipt_sha256": "e86278d465fd16e5f21bb03b11b8b9766395608d1d93c0a7bb6b16aef097a8da"
    },
    {
      "storm_id": "273156",
      "lat": 35.0764,
      "lon": -80.3214,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1782.0,
      "ebshear": 13.0,
      "srh01": 17.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.9874
        },
        {
          "name": "alignment",
          "value": 0.7533
        },
        {
          "name": "tau",
          "value": 1.6672
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0396
      },
      "coherence_score": 1.667231798171997,
      "coherence_diagnostics": {
        "tau": 1.667231798171997,
        "grad_tau": 0.15055154263973236,
        "torsion": 0.0,
        "alignment": 0.7533009052276611,
        "S_field": 0.4569726288318634,
        "Gamma_field": 0.2498905509710312,
        "S_over_Gamma": 1.8286911249160767,
        "Da": 15.114089965820312,
        "E_coh": 0.9654783010482788,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.34,
              35.13
            ],
            [
              -80.32,
              35.13
            ],
            [
              -80.28,
              35.11
            ],
            [
              -80.28,
              35.09
            ],
            [
              -80.26,
              35.06
            ],
            [
              -80.28,
              35.04
            ],
            [
              -80.31,
              35.04
            ],
            [
              -80.32,
              35.03
            ],
            [
              -80.37,
              35.03
            ],
            [
              -80.35,
              35.04
            ],
            [
              -80.36,
              35.05
            ],
            [
              -80.34,
              35.09
            ],
            [
              -80.35,
              35.1
            ],
            [
              -80.34,
              35.13
            ]
          ]
        ]
      },
      "raw_probability": 0.0396,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "a388074c13ede3339d88b27777c102a06553bc392833b11e287145ec0a611b44",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0396,
        "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": "5e037012e36b7f88ee04e35ca18285770eabab4dc1b3265f58bf410df03662e1",
        "signature": {
          "alg": "ed25519",
          "sig": "d2b5d6a47d04e64c92801765f34fb170fda03ea6860d8756a945a4a6a187fc05851b798bc98be17ff6bc38b476cce82659701210ce692efdc7e18b19afc06e05"
        }
      },
      "receipt_sha256": "5e037012e36b7f88ee04e35ca18285770eabab4dc1b3265f58bf410df03662e1"
    },
    {
      "storm_id": "273164",
      "lat": 30.6673,
      "lon": -85.8253,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1000.0,
      "ebshear": 15.0,
      "srh01": 21.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.3624
        },
        {
          "name": "alignment",
          "value": 2.7482
        },
        {
          "name": "tau",
          "value": 1.6047
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0396
      },
      "coherence_score": 1.6047135591506958,
      "coherence_diagnostics": {
        "tau": 1.6047135591506958,
        "grad_tau": 0.6004635095596313,
        "torsion": 0.0,
        "alignment": 2.748199939727783,
        "S_field": 0.5859432816505432,
        "Gamma_field": 0.30655720829963684,
        "S_over_Gamma": 1.9113668203353882,
        "Da": 19.78346824645996,
        "E_coh": 0.9237072467803955,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.86,
              30.71
            ],
            [
              -85.84,
              30.69
            ],
            [
              -85.83,
              30.7
            ],
            [
              -85.81,
              30.68
            ],
            [
              -85.79,
              30.68
            ],
            [
              -85.78,
              30.66
            ],
            [
              -85.79,
              30.65
            ],
            [
              -85.79,
              30.63
            ],
            [
              -85.81,
              30.63
            ],
            [
              -85.82,
              30.65
            ],
            [
              -85.83,
              30.63
            ],
            [
              -85.84,
              30.65
            ],
            [
              -85.87,
              30.66
            ],
            [
              -85.86,
              30.68
            ],
            [
              -85.86,
              30.71
            ]
          ]
        ]
      },
      "raw_probability": 0.0396,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "a388074c13ede3339d88b27777c102a06553bc392833b11e287145ec0a611b44",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0396,
        "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": "5e037012e36b7f88ee04e35ca18285770eabab4dc1b3265f58bf410df03662e1",
        "signature": {
          "alg": "ed25519",
          "sig": "d2b5d6a47d04e64c92801765f34fb170fda03ea6860d8756a945a4a6a187fc05851b798bc98be17ff6bc38b476cce82659701210ce692efdc7e18b19afc06e05"
        }
      },
      "receipt_sha256": "5e037012e36b7f88ee04e35ca18285770eabab4dc1b3265f58bf410df03662e1"
    },
    {
      "storm_id": "273161",
      "lat": 32.7346,
      "lon": -86.3369,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1307.0,
      "ebshear": 12.0,
      "srh01": 11.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.7374
        },
        {
          "name": "alignment",
          "value": 0.8106
        },
        {
          "name": "tau",
          "value": 0.6287
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0394
      },
      "coherence_score": 0.628681480884552,
      "coherence_diagnostics": {
        "tau": 0.628681480884552,
        "grad_tau": 0.17819607257843018,
        "torsion": 0.0,
        "alignment": 0.8106046915054321,
        "S_field": 0.3106270134449005,
        "Gamma_field": 0.523223876953125,
        "S_over_Gamma": 0.5936789512634277,
        "Da": 31.983619689941406,
        "E_coh": 0.8489603400230408,
        "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": [
          [
            [
              -86.34,
              32.76
            ],
            [
              -86.31,
              32.76
            ],
            [
              -86.3,
              32.75
            ],
            [
              -86.31,
              32.74
            ],
            [
              -86.3,
              32.73
            ],
            [
              -86.32,
              32.69
            ],
            [
              -86.34,
              32.68
            ],
            [
              -86.34,
              32.71
            ],
            [
              -86.36,
              32.73
            ],
            [
              -86.39,
              32.74
            ],
            [
              -86.38,
              32.75
            ],
            [
              -86.35,
              32.75
            ],
            [
              -86.34,
              32.76
            ]
          ]
        ]
      },
      "raw_probability": 0.0394,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "cb5adef2868c8cbd347ffe0458a43d7f02c994302a61e5af1e8b74bf048f9eae",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0394,
        "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": "b0845698e12e0ad69723389d9f381307758d3bcaf08aaa82c103a4305c8ec412",
        "signature": {
          "alg": "ed25519",
          "sig": "978e7a15ac1dacf0a1547b0ad0a1612d18e70da1bbd868c3b966c5caa99aafb2fce27ffe9885729cec5925406238ae1ecc52f6e20322eda66d7d2ecd2052400e"
        }
      },
      "receipt_sha256": "b0845698e12e0ad69723389d9f381307758d3bcaf08aaa82c103a4305c8ec412"
    },
    {
      "storm_id": "273089",
      "lat": 34.73,
      "lon": -78.3263,
      "motion_east": 2.4,
      "motion_south": -1.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2745.0,
      "ebshear": 22.0,
      "srh01": 26.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.2374
        },
        {
          "name": "alignment",
          "value": -0.015
        },
        {
          "name": "tau",
          "value": 1.8062
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0392
      },
      "coherence_score": 1.8061732053756714,
      "coherence_diagnostics": {
        "tau": 1.8061732053756714,
        "grad_tau": 0.3818604052066803,
        "torsion": 0.0,
        "alignment": -0.014956355094909668,
        "S_field": 0.15334606170654297,
        "Gamma_field": 0.382390558719635,
        "S_over_Gamma": 0.40101948380470276,
        "Da": 23.22130012512207,
        "E_coh": 0.7539920210838318,
        "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": [
          [
            [
              -78.33,
              34.76
            ],
            [
              -78.29,
              34.76
            ],
            [
              -78.29,
              34.7
            ],
            [
              -78.3,
              34.69
            ],
            [
              -78.36,
              34.69
            ],
            [
              -78.36,
              34.74
            ],
            [
              -78.35,
              34.74
            ],
            [
              -78.33,
              34.76
            ]
          ]
        ]
      },
      "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": "2026-08-03T20:59:00Z",
        "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": "b04b1814a575f46ae26ab8847e9dd356a8cd1a631c76e7acaa52c24b5705768f",
        "signature": {
          "alg": "ed25519",
          "sig": "49da9ba29cc67dbcf086cd78552b9bddf88209a85431c7836f2b2ca83cdf318a8d3f8c88adfc3c9115f8b60304f18825901ca6fbccd55e750e28de066999ee05"
        }
      },
      "receipt_sha256": "b04b1814a575f46ae26ab8847e9dd356a8cd1a631c76e7acaa52c24b5705768f"
    },
    {
      "storm_id": "272839",
      "lat": 37.8244,
      "lon": -77.96,
      "motion_east": 5.9,
      "motion_south": 2.6,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1718.0,
      "ebshear": 21.0,
      "srh01": 24.0,
      "maxllaz": 0.006,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.8624
        },
        {
          "name": "alignment",
          "value": 1.7507
        },
        {
          "name": "tau",
          "value": 1.5974
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.039
      },
      "coherence_score": 1.5974342823028564,
      "coherence_diagnostics": {
        "tau": 1.5974342823028564,
        "grad_tau": 0.3535307049751282,
        "torsion": 0.0,
        "alignment": 1.7506837844848633,
        "S_field": 0.42669135332107544,
        "Gamma_field": 0.26739054918289185,
        "S_over_Gamma": 1.5957608222961426,
        "Da": 17.15597152709961,
        "E_coh": 0.9221987724304199,
        "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": [
          [
            [
              -77.97,
              37.86
            ],
            [
              -77.94,
              37.86
            ],
            [
              -77.92,
              37.84
            ],
            [
              -77.92,
              37.8
            ],
            [
              -77.93,
              37.79
            ],
            [
              -77.97,
              37.78
            ],
            [
              -78.01,
              37.8
            ],
            [
              -78.01,
              37.83
            ],
            [
              -77.97,
              37.86
            ]
          ]
        ]
      },
      "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": "2026-08-03T20:59:00Z",
        "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": "4c3c901eecf7464252d524b7f9dd7c93d4d3e58b4b9eb30d6c774c72a48b2c95",
        "signature": {
          "alg": "ed25519",
          "sig": "d90e0692d9cb9cc2b59bd9180486025a075db68500084a99b692d915b0dad7f7dec6c5c7bafee961863bed409b865f476a39897be8eda4fa0d47977091f85001"
        }
      },
      "receipt_sha256": "4c3c901eecf7464252d524b7f9dd7c93d4d3e58b4b9eb30d6c774c72a48b2c95"
    },
    {
      "storm_id": "273158",
      "lat": 34.3209,
      "lon": -85.8055,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1553.0,
      "ebshear": 24.0,
      "srh01": 24.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.1124
        },
        {
          "name": "alignment",
          "value": 0.6577
        },
        {
          "name": "tau",
          "value": 0.3564
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0382
      },
      "coherence_score": 0.35641568899154663,
      "coherence_diagnostics": {
        "tau": 0.35641568899154663,
        "grad_tau": 0.2348838597536087,
        "torsion": 0.0,
        "alignment": 0.6576577425003052,
        "S_field": 0.12400482594966888,
        "Gamma_field": 1.3023905754089355,
        "S_over_Gamma": 0.09521324187517166,
        "Da": 79.92064666748047,
        "E_coh": 0.6935661435127258,
        "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": [
          [
            [
              -85.86,
              34.35
            ],
            [
              -85.83,
              34.35
            ],
            [
              -85.82,
              34.34
            ],
            [
              -85.78,
              34.34
            ],
            [
              -85.77,
              34.33
            ],
            [
              -85.75,
              34.33
            ],
            [
              -85.76,
              34.29
            ],
            [
              -85.77,
              34.29
            ],
            [
              -85.79,
              34.27
            ],
            [
              -85.87,
              34.29
            ],
            [
              -85.86,
              34.35
            ]
          ]
        ]
      },
      "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": "2026-08-03T20:59:00Z",
        "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": "88127e5f1bd38c87646082fcac13cf355a64dcd11314f0aafcf2e84da6ecff64",
        "signature": {
          "alg": "ed25519",
          "sig": "c6b57e683a4ae9e21691c800046319482c9b39e17dd3726d766854563aaeda245422f23fd02eabc4f94b7e305b5e0bc70c5911dfc8de43deb0ebe01cd5e7da02"
        }
      },
      "receipt_sha256": "88127e5f1bd38c87646082fcac13cf355a64dcd11314f0aafcf2e84da6ecff64"
    },
    {
      "storm_id": "273045",
      "lat": 34.6125,
      "lon": -80.0325,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2270.0,
      "ebshear": 19.0,
      "srh01": 20.0,
      "maxllaz": 0.003,
      "mesh": 0.32,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.9874
        },
        {
          "name": "alignment",
          "value": 0.7533
        },
        {
          "name": "tau",
          "value": 1.6672
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0371
      },
      "coherence_score": 1.667231798171997,
      "coherence_diagnostics": {
        "tau": 1.667231798171997,
        "grad_tau": 0.15055154263973236,
        "torsion": 0.0,
        "alignment": 0.7533009052276611,
        "S_field": 0.4569726288318634,
        "Gamma_field": 0.2498905509710312,
        "S_over_Gamma": 1.8286911249160767,
        "Da": 15.114089965820312,
        "E_coh": 0.9654783010482788,
        "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": [
          [
            [
              -80.05,
              34.65
            ],
            [
              -80.01,
              34.65
            ],
            [
              -79.99,
              34.63
            ],
            [
              -79.99,
              34.56
            ],
            [
              -80.03,
              34.55
            ],
            [
              -80.07,
              34.58
            ],
            [
              -80.07,
              34.63
            ],
            [
              -80.05,
              34.65
            ]
          ]
        ]
      },
      "raw_probability": 0.0371,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "1ca9995c4675aea9d1e772190509c41b0b4accc4695de362acfe34a3f3a64c63",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0371,
        "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": "ad6439b6abf377594023a3e984e17ba710fb807e8403575255b6a29d5711b6f7",
        "signature": {
          "alg": "ed25519",
          "sig": "b8e77488f5f3b27f15e14957cff67d5f82dac30a4182351d492e1a6979f79c60975b24df9378e5eafd49275befd5fa0811e08353d65c8ce0ad14e8866990fb03"
        }
      },
      "receipt_sha256": "ad6439b6abf377594023a3e984e17ba710fb807e8403575255b6a29d5711b6f7"
    },
    {
      "storm_id": "272847",
      "lat": 47.4712,
      "lon": -105.0637,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 38.0,
      "ebshear": 17.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.8624
        },
        {
          "name": "alignment",
          "value": 4.7529
        },
        {
          "name": "tau",
          "value": 0.3921
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0369
      },
      "coherence_score": 0.39206477999687195,
      "coherence_diagnostics": {
        "tau": 0.39206477999687195,
        "grad_tau": 0.11700205504894257,
        "torsion": 0.0,
        "alignment": 4.752867221832275,
        "S_field": 0.10911062359809875,
        "Gamma_field": 0.25322389602661133,
        "S_over_Gamma": 0.4308859705924988,
        "Da": 15.640369415283203,
        "E_coh": 0.07642707973718643,
        "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": [
          [
            [
              -105.11,
              47.5
            ],
            [
              -105.01,
              47.5
            ],
            [
              -105.0,
              47.49
            ],
            [
              -105.0,
              47.45
            ],
            [
              -105.03,
              47.43
            ],
            [
              -105.12,
              47.43
            ],
            [
              -105.13,
              47.47
            ],
            [
              -105.11,
              47.5
            ]
          ]
        ]
      },
      "raw_probability": 0.0369,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "5ad483b39d67536fa44672ba8836add3682f11aabd56ef166446aa78478efc58",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0369,
        "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": "63e63a6e93020d0ec7839b118b58280b7a7831688b9fff537a0b59b37a71140f",
        "signature": {
          "alg": "ed25519",
          "sig": "d657eaa9178290cd4c34d45ae0ff2ce49bce1dd1aa661bcdf14882af0851b652301b4ad55c3836eac0fbcb06791715e7ab38ba6cfe11f6b6968ec714d8ea190e"
        }
      },
      "receipt_sha256": "63e63a6e93020d0ec7839b118b58280b7a7831688b9fff537a0b59b37a71140f"
    },
    {
      "storm_id": "272352",
      "lat": 37.0883,
      "lon": -78.9917,
      "motion_east": 4.4,
      "motion_south": 1.4,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1478.0,
      "ebshear": 14.0,
      "srh01": 16.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.4874
        },
        {
          "name": "alignment",
          "value": 0.9362
        },
        {
          "name": "tau",
          "value": 1.2883
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0364
      },
      "coherence_score": 1.288319706916809,
      "coherence_diagnostics": {
        "tau": 1.288319706916809,
        "grad_tau": 0.24786771833896637,
        "torsion": 0.0,
        "alignment": 0.9361895322799683,
        "S_field": 0.3555726408958435,
        "Gamma_field": 0.2640572190284729,
        "S_over_Gamma": 1.3465741872787476,
        "Da": 16.740339279174805,
        "E_coh": 0.9464803338050842,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.02,
              37.14
            ],
            [
              -79.01,
              37.13
            ],
            [
              -78.96,
              37.13
            ],
            [
              -78.93,
              37.1
            ],
            [
              -78.93,
              37.04
            ],
            [
              -78.97,
              37.03
            ],
            [
              -78.98,
              37.04
            ],
            [
              -79.0,
              37.04
            ],
            [
              -79.02,
              37.06
            ],
            [
              -79.03,
              37.08
            ],
            [
              -79.03,
              37.13
            ],
            [
              -79.02,
              37.14
            ]
          ]
        ]
      },
      "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": "2026-08-03T20:59:00Z",
        "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": "5a5ef00eb94808e9aa50f5d040a7ce42d8566a4eb905a24f18ef5a5f1bf5fa6c",
        "signature": {
          "alg": "ed25519",
          "sig": "a3f95df1ce306a155c44d6e0d124d6c86b75935af8ee7b6eeb74284041c80d0842e877cc09649c16ef3ac0120dcd27ea651e433d083134d981af75d9b171f702"
        }
      },
      "receipt_sha256": "5a5ef00eb94808e9aa50f5d040a7ce42d8566a4eb905a24f18ef5a5f1bf5fa6c"
    },
    {
      "storm_id": "273160",
      "lat": 33.6838,
      "lon": -82.4675,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1031.0,
      "ebshear": 11.0,
      "srh01": 9.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.9874
        },
        {
          "name": "alignment",
          "value": 1.1521
        },
        {
          "name": "tau",
          "value": 1.5578
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0364
      },
      "coherence_score": 1.5577998161315918,
      "coherence_diagnostics": {
        "tau": 1.5577998161315918,
        "grad_tau": 0.20437203347682953,
        "torsion": 0.0,
        "alignment": 1.1520875692367554,
        "S_field": 0.5164825320243835,
        "Gamma_field": 0.21239054203033447,
        "S_over_Gamma": 2.4317586421966553,
        "Da": 13.570981979370117,
        "E_coh": 0.9101769924163818,
        "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": [
          [
            [
              -82.49,
              33.71
            ],
            [
              -82.43,
              33.71
            ],
            [
              -82.42,
              33.67
            ],
            [
              -82.44,
              33.65
            ],
            [
              -82.48,
              33.65
            ],
            [
              -82.5,
              33.68
            ],
            [
              -82.49,
              33.69
            ],
            [
              -82.49,
              33.71
            ]
          ]
        ]
      },
      "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": "2026-08-03T20:59:00Z",
        "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": "5a5ef00eb94808e9aa50f5d040a7ce42d8566a4eb905a24f18ef5a5f1bf5fa6c",
        "signature": {
          "alg": "ed25519",
          "sig": "a3f95df1ce306a155c44d6e0d124d6c86b75935af8ee7b6eeb74284041c80d0842e877cc09649c16ef3ac0120dcd27ea651e433d083134d981af75d9b171f702"
        }
      },
      "receipt_sha256": "5a5ef00eb94808e9aa50f5d040a7ce42d8566a4eb905a24f18ef5a5f1bf5fa6c"
    },
    {
      "storm_id": "272850",
      "lat": 34.5456,
      "lon": -105.9378,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 471.0,
      "ebshear": 16.0,
      "srh01": 15.0,
      "maxllaz": 0.005,
      "mesh": 0.22,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.1124
        },
        {
          "name": "alignment",
          "value": -0.0843
        },
        {
          "name": "tau",
          "value": 0.3239
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.036
      },
      "coherence_score": 0.3239029049873352,
      "coherence_diagnostics": {
        "tau": 0.3239029049873352,
        "grad_tau": 0.14969584345817566,
        "torsion": 0.0,
        "alignment": -0.08427784591913223,
        "S_field": 0.09873061627149582,
        "Gamma_field": 0.6673905253410339,
        "S_over_Gamma": 0.14793530106544495,
        "Da": 41.065330505371094,
        "E_coh": 0.6445592641830444,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.95,
              34.58
            ],
            [
              -105.92,
              34.58
            ],
            [
              -105.9,
              34.57
            ],
            [
              -105.9,
              34.52
            ],
            [
              -105.92,
              34.5
            ],
            [
              -105.94,
              34.5
            ],
            [
              -105.98,
              34.52
            ],
            [
              -105.98,
              34.56
            ],
            [
              -105.95,
              34.58
            ]
          ]
        ]
      },
      "raw_probability": 0.036,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "bc1881458b00d15a784436f7c244d71691e1f0c7e077aa1d33a660572af02a1c",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.036,
        "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": "fd4e04755e499f5be38c2c6efcbffacafdd9c23f018b7c9d1a4d0e1c1f7a53dc",
        "signature": {
          "alg": "ed25519",
          "sig": "49bc56e191ce4bc9a13c6c6f18c6663abba9b7d4a3353d53baf36c8077abffda609108b75c29104a83c2808601d77f21b45ce7aae82f81cac66d886d281d3201"
        }
      },
      "receipt_sha256": "fd4e04755e499f5be38c2c6efcbffacafdd9c23f018b7c9d1a4d0e1c1f7a53dc"
    },
    {
      "storm_id": "273044",
      "lat": 36.9889,
      "lon": -104.3611,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 250.0,
      "ebshear": 17.0,
      "srh01": 18.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 14.6124
        },
        {
          "name": "alignment",
          "value": 0.6373
        },
        {
          "name": "tau",
          "value": 0.1812
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.036
      },
      "coherence_score": 0.1812017560005188,
      "coherence_diagnostics": {
        "tau": 0.1812017560005188,
        "grad_tau": 0.02188711054623127,
        "torsion": 0.0,
        "alignment": 0.6372897624969482,
        "S_field": 0.03618998825550079,
        "Gamma_field": 0.569890558719635,
        "S_over_Gamma": 0.06350339949131012,
        "Da": 32.500274658203125,
        "E_coh": 0.2616012692451477,
        "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": [
          [
            [
              -104.38,
              37.02
            ],
            [
              -104.34,
              37.02
            ],
            [
              -104.33,
              37.01
            ],
            [
              -104.33,
              36.96
            ],
            [
              -104.34,
              36.95
            ],
            [
              -104.37,
              36.95
            ],
            [
              -104.39,
              36.96
            ],
            [
              -104.39,
              37.01
            ],
            [
              -104.38,
              37.02
            ]
          ]
        ]
      },
      "raw_probability": 0.036,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "bc1881458b00d15a784436f7c244d71691e1f0c7e077aa1d33a660572af02a1c",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.036,
        "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": "fd4e04755e499f5be38c2c6efcbffacafdd9c23f018b7c9d1a4d0e1c1f7a53dc",
        "signature": {
          "alg": "ed25519",
          "sig": "49bc56e191ce4bc9a13c6c6f18c6663abba9b7d4a3353d53baf36c8077abffda609108b75c29104a83c2808601d77f21b45ce7aae82f81cac66d886d281d3201"
        }
      },
      "receipt_sha256": "fd4e04755e499f5be38c2c6efcbffacafdd9c23f018b7c9d1a4d0e1c1f7a53dc"
    },
    {
      "storm_id": "273141",
      "lat": 34.411,
      "lon": -78.433,
      "motion_east": 2.0,
      "motion_south": -1.0,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2900.0,
      "ebshear": 13.0,
      "srh01": 28.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.2374
        },
        {
          "name": "alignment",
          "value": -0.015
        },
        {
          "name": "tau",
          "value": 1.8062
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0355
      },
      "coherence_score": 1.8061732053756714,
      "coherence_diagnostics": {
        "tau": 1.8061732053756714,
        "grad_tau": 0.3818604052066803,
        "torsion": 0.0,
        "alignment": -0.014956355094909668,
        "S_field": 0.15334606170654297,
        "Gamma_field": 0.382390558719635,
        "S_over_Gamma": 0.40101948380470276,
        "Da": 23.22130012512207,
        "E_coh": 0.7539920210838318,
        "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": [
          [
            [
              -78.45,
              34.45
            ],
            [
              -78.42,
              34.45
            ],
            [
              -78.4,
              34.43
            ],
            [
              -78.39,
              34.41
            ],
            [
              -78.4,
              34.38
            ],
            [
              -78.42,
              34.37
            ],
            [
              -78.46,
              34.37
            ],
            [
              -78.47,
              34.38
            ],
            [
              -78.47,
              34.42
            ],
            [
              -78.45,
              34.45
            ]
          ]
        ]
      },
      "raw_probability": 0.0355,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "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": "69d2adfe3fb2bacd3edf80b8cebc544a4f2d4d335a521dd6ad0d54ef246c0652",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0355,
        "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": "f1f3109cd2c6e18666ef6301e649a96a03fe82bffd57c62293bbc7fa0423e2b6",
        "signature": {
          "alg": "ed25519",
          "sig": "77425debfa0d7d0bf704425ee27a460acafb1f925c35539c83bcd48f6bfed7f1a33830d92b4b1174454775835efdca2e76554e839893079ffe7545bfef426305"
        }
      },
      "receipt_sha256": "f1f3109cd2c6e18666ef6301e649a96a03fe82bffd57c62293bbc7fa0423e2b6"
    },
    {
      "storm_id": "272980",
      "lat": 35.5589,
      "lon": -104.6156,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260803_203040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 491.0,
      "ebshear": 21.0,
      "srh01": 14.0,
      "maxllaz": 0.002,
      "mesh": 0.22,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 14.6124
        },
        {
          "name": "alignment",
          "value": 0.6449
        },
        {
          "name": "tau",
          "value": 0.2134
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0353
      },
      "coherence_score": 0.2134246528148651,
      "coherence_diagnostics": {
        "tau": 0.2134246528148651,
        "grad_tau": 0.03751237317919731,
        "torsion": 0.0,
        "alignment": 0.6448723077774048,
        "S_field": 0.051032405346632004,
        "Gamma_field": 0.5590572357177734,
        "S_over_Gamma": 0.09128297120332718,
        "Da": 32.76240158081055,
        "E_coh": 0.28700315952301025,
        "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": [
          [
            [
              -104.59,
              35.6
            ],
            [
              -104.57,
              35.6
            ],
            [
              -104.59,
              35.52
            ],
            [
              -104.61,
              35.51
            ],
            [
              -104.65,
              35.51
            ],
            [
              -104.67,
              35.55
            ],
            [
              -104.65,
              35.57
            ],
            [
              -104.62,
              35.57
            ],
            [
              -104.59,
              35.6
            ]
          ]
        ]
      },
      "raw_probability": 0.0353,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257",
        "input_sha256": "ecca2d466da2fe425053378657cb8bc8d165570cc47e065594dd2bff12b3640b",
        "issued_at": "2026-08-03T20:59:00Z",
        "raw_probability": 0.0353,
        "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": "4dc67c941a638060274fd30606500ccb7007b52c781fc43ae12c88436a3ef433",
        "signature": {
          "alg": "ed25519",
          "sig": "0c6ca4df7b99542b7e018a7d161648dbe901c33e34bee062058f1ca051483df4a3b1bf28838f7e63557634883fb31800177661e4e1c8deb63b411fbe88c19805"
        }
      },
      "receipt_sha256": "4dc67c941a638060274fd30606500ccb7007b52c781fc43ae12c88436a3ef433"
    }
  ]
}
