{
  "forecast_id": "to_fcst_20260815_1619",
  "hazard": "tornado",
  "issued_at": "2026-08-15T16:19:33Z",
  "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": 72,
  "top_probability": 0.0062,
  "source_artifacts": [
    "/data/live-tornadoes.json",
    "/data/tornado-storms.geojson"
  ],
  "storms": [
    {
      "storm_id": "273043",
      "lat": 39.2109,
      "lon": -90.1618,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1561.0,
      "ebshear": 33.0,
      "srh01": 161.0,
      "maxllaz": 0.001,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 161.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.0862
        },
        {
          "name": "alignment",
          "value": -6.6091
        },
        {
          "name": "tau",
          "value": 0.832
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4399
      },
      "coherence_score": 0.8319711089134216,
      "coherence_diagnostics": {
        "tau": 0.8319711089134216,
        "grad_tau": 0.13146817684173584,
        "torsion": 0.0,
        "alignment": -6.609119892120361,
        "S_field": 0.6263392567634583,
        "Gamma_field": 0.8814799189567566,
        "S_over_Gamma": 0.7105541825294495,
        "Da": 55.90214538574219,
        "E_coh": 0.5010777711868286,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.15,
              39.24
            ],
            [
              -90.13,
              39.24
            ],
            [
              -90.12,
              39.22
            ],
            [
              -90.12,
              39.18
            ],
            [
              -90.13,
              39.17
            ],
            [
              -90.2,
              39.17
            ],
            [
              -90.21,
              39.18
            ],
            [
              -90.21,
              39.22
            ],
            [
              -90.2,
              39.23
            ],
            [
              -90.16,
              39.23
            ],
            [
              -90.15,
              39.24
            ]
          ]
        ]
      },
      "raw_probability": 0.4399,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "a048ee9de9e712caadecc2f81025767ef3ddf4956ace842f2b09514bd1e9ab1b",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.4399,
        "probability": 0.006182,
        "confidence_lo": 0.006089,
        "confidence_hi": 0.006183,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "63cf1e2a9e2550a6b9fa6db67c91ffe5f593aee45aea47ceef20b0dc5adbe09d",
        "signature": {
          "alg": "ed25519",
          "sig": "7ee29022f660f02da901c796e6da4cb700e4b706676a24993a537a413acdaea83c022dc43b2f84aceb3f292a4d34795d246cd6fd462dd0347bc1524edcc9f000"
        }
      },
      "receipt_sha256": "63cf1e2a9e2550a6b9fa6db67c91ffe5f593aee45aea47ceef20b0dc5adbe09d"
    },
    {
      "storm_id": "272581",
      "lat": 39.4745,
      "lon": -89.2935,
      "motion_east": 12.4,
      "motion_south": 1.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1199.0,
      "ebshear": 26.0,
      "srh01": 154.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 154.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.4612
        },
        {
          "name": "alignment",
          "value": -9.217
        },
        {
          "name": "tau",
          "value": 0.8917
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3629
      },
      "coherence_score": 0.8917011618614197,
      "coherence_diagnostics": {
        "tau": 0.8917011618614197,
        "grad_tau": 0.25896263122558594,
        "torsion": 0.0,
        "alignment": -9.217009544372559,
        "S_field": 0.26074469089508057,
        "Gamma_field": 0.8273133039474487,
        "S_over_Gamma": 0.31517043709754944,
        "Da": 53.99360275268555,
        "E_coh": 0.4771686792373657,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.38,
              39.54
            ],
            [
              -89.36,
              39.54
            ],
            [
              -89.33,
              39.52
            ],
            [
              -89.31,
              39.52
            ],
            [
              -89.3,
              39.51
            ],
            [
              -89.24,
              39.5
            ],
            [
              -89.23,
              39.49
            ],
            [
              -89.19,
              39.48
            ],
            [
              -89.18,
              39.47
            ],
            [
              -89.18,
              39.43
            ],
            [
              -89.21,
              39.41
            ],
            [
              -89.23,
              39.41
            ],
            [
              -89.24,
              39.42
            ],
            [
              -89.3,
              39.42
            ],
            [
              -89.31,
              39.43
            ],
            [
              -89.34,
              39.43
            ],
            [
              -89.36,
              39.44
            ],
            [
              -89.4,
              39.47
            ],
            [
              -89.4,
              39.52
            ],
            [
              -89.38,
              39.54
            ]
          ]
        ]
      },
      "raw_probability": 0.3629,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "826df5ce5a1330ee118c10b43ed1bc9a13f098dc834f13c1cc2a4e633bb3d61f",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.3629,
        "probability": 0.003339,
        "confidence_lo": 0.003103,
        "confidence_hi": 0.00334,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b78b8180fd321424d301b6a0ff52fa957238ae5ede6fa3bd57997c766bed7a38",
        "signature": {
          "alg": "ed25519",
          "sig": "82f4cd49fb57aad2433d70ea2212a090d02b63cf00b077986504eda5405a9fdcc5b06ea04e1e16d47fa6a4228123c9f0efe815279e3ec7ec0717fdb122d73c01"
        }
      },
      "receipt_sha256": "b78b8180fd321424d301b6a0ff52fa957238ae5ede6fa3bd57997c766bed7a38"
    },
    {
      "storm_id": "272763",
      "lat": 39.5059,
      "lon": -84.3853,
      "motion_east": 12.1,
      "motion_south": 1.5,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1223.0,
      "ebshear": 20.0,
      "srh01": 71.0,
      "maxllaz": 0.003,
      "mesh": 0.35,
      "flash_rate": 10.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 71.0
        },
        {
          "name": "hrrr_pwat",
          "value": 59.2112
        },
        {
          "name": "alignment",
          "value": 5.9382
        },
        {
          "name": "tau",
          "value": 0.5695
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3381
      },
      "coherence_score": 0.569528341293335,
      "coherence_diagnostics": {
        "tau": 0.569528341293335,
        "grad_tau": 0.1230553537607193,
        "torsion": 0.0,
        "alignment": 5.9381794929504395,
        "S_field": 0.21289950609207153,
        "Gamma_field": 1.7414798736572266,
        "S_over_Gamma": 0.12225206196308136,
        "Da": 102.41828918457031,
        "E_coh": 0.019275398924946785,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.39,
              39.63
            ],
            [
              -84.32,
              39.63
            ],
            [
              -84.28,
              39.6
            ],
            [
              -84.28,
              39.56
            ],
            [
              -84.34,
              39.49
            ],
            [
              -84.33,
              39.43
            ],
            [
              -84.35,
              39.39
            ],
            [
              -84.38,
              39.36
            ],
            [
              -84.38,
              39.37
            ],
            [
              -84.41,
              39.4
            ],
            [
              -84.45,
              39.42
            ],
            [
              -84.45,
              39.44
            ],
            [
              -84.47,
              39.48
            ],
            [
              -84.47,
              39.56
            ],
            [
              -84.43,
              39.6
            ],
            [
              -84.43,
              39.61
            ],
            [
              -84.39,
              39.63
            ]
          ]
        ]
      },
      "raw_probability": 0.3381,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "3eb147c79ed86108c6fba14d44d9abe5a3caf7f042afb996977c4d0020422edf",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.3381,
        "probability": 0.003191,
        "confidence_lo": 0.003103,
        "confidence_hi": 0.003192,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "94325df2a7b40e03c092b196b041900edc0cc0756e5056c233acd1ffd20c4694",
        "signature": {
          "alg": "ed25519",
          "sig": "e8ff315db49903e8b1f5616cf53b835e310858c6c9a93f74233273c22307909d7d636f2e380cc8845339a83dd9bc975ca03b66a1ab4a2dd19785deff0cb28002"
        }
      },
      "receipt_sha256": "94325df2a7b40e03c092b196b041900edc0cc0756e5056c233acd1ffd20c4694"
    },
    {
      "storm_id": "273041",
      "lat": 39.5889,
      "lon": -84.1556,
      "motion_east": 11.9,
      "motion_south": 1.5,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 853.0,
      "ebshear": 25.0,
      "srh01": 66.0,
      "maxllaz": 0.003,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 66.0
        },
        {
          "name": "hrrr_pwat",
          "value": 59.2112
        },
        {
          "name": "alignment",
          "value": 5.9382
        },
        {
          "name": "tau",
          "value": 0.5695
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3371
      },
      "coherence_score": 0.569528341293335,
      "coherence_diagnostics": {
        "tau": 0.569528341293335,
        "grad_tau": 0.1230553537607193,
        "torsion": 0.0,
        "alignment": 5.9381794929504395,
        "S_field": 0.21289950609207153,
        "Gamma_field": 1.7414798736572266,
        "S_over_Gamma": 0.12225206196308136,
        "Da": 102.41828918457031,
        "E_coh": 0.019275398924946785,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.18,
              39.63
            ],
            [
              -84.13,
              39.63
            ],
            [
              -84.11,
              39.61
            ],
            [
              -84.11,
              39.56
            ],
            [
              -84.13,
              39.54
            ],
            [
              -84.17,
              39.54
            ],
            [
              -84.19,
              39.56
            ],
            [
              -84.2,
              39.6
            ],
            [
              -84.18,
              39.63
            ]
          ]
        ]
      },
      "raw_probability": 0.3371,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "26857c5c405c1ccc5d0dc3722833ba3c779489822307ec2503b3f36d36f6833c",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.3371,
        "probability": 0.003191,
        "confidence_lo": 0.003103,
        "confidence_hi": 0.003192,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6dcb41074f98e144078dd363d1acd796175057f533803e30eeba3b2df81beaf8",
        "signature": {
          "alg": "ed25519",
          "sig": "7661362abcc6716245f8800f8da1597d0f31305ac93193e6f547e4ee1bf1cbb9f33d7a31c49e96832c92d629d27c64c7a88f5fe576d3e8be6ba5f3648a7b110c"
        }
      },
      "receipt_sha256": "6dcb41074f98e144078dd363d1acd796175057f533803e30eeba3b2df81beaf8"
    },
    {
      "storm_id": "273064",
      "lat": 39.3589,
      "lon": -84.6678,
      "motion_east": 11.7,
      "motion_south": 1.4,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1792.0,
      "ebshear": 21.0,
      "srh01": 79.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 79.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.9612
        },
        {
          "name": "alignment",
          "value": 3.301
        },
        {
          "name": "tau",
          "value": 0.6752
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3059
      },
      "coherence_score": 0.6752219796180725,
      "coherence_diagnostics": {
        "tau": 0.6752219796180725,
        "grad_tau": 0.2682245075702667,
        "torsion": 0.0,
        "alignment": 3.300976514816284,
        "S_field": 0.1992734968662262,
        "Gamma_field": 1.3614798784255981,
        "S_over_Gamma": 0.14636535942554474,
        "Da": 77.5136489868164,
        "E_coh": 0.09461855888366699,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.68,
              39.39
            ],
            [
              -84.65,
              39.39
            ],
            [
              -84.64,
              39.38
            ],
            [
              -84.65,
              39.36
            ],
            [
              -84.65,
              39.32
            ],
            [
              -84.66,
              39.31
            ],
            [
              -84.7,
              39.32
            ],
            [
              -84.7,
              39.37
            ],
            [
              -84.68,
              39.39
            ]
          ]
        ]
      },
      "raw_probability": 0.3059,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "11890854f0eae5d064fcbac64aa7b476021c9b9dbe6f171ed7e356c241a642ac",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.3059,
        "probability": 0.003191,
        "confidence_lo": 0.003103,
        "confidence_hi": 0.003192,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a0c817efa07354ddb0ac8a1cec7bae46fe62cc24cfc91318d443cc55ff43730b",
        "signature": {
          "alg": "ed25519",
          "sig": "4ba0b9d1f929869335a2614aa6b295ffa210843de4f158b6f175a4e74d097eb64c7cb3784ec645b8bd1550200b89dce8161e9443eeaa7c107de034ede0748909"
        }
      },
      "receipt_sha256": "a0c817efa07354ddb0ac8a1cec7bae46fe62cc24cfc91318d443cc55ff43730b"
    },
    {
      "storm_id": "273000",
      "lat": 39.6957,
      "lon": -83.9557,
      "motion_east": 10.7,
      "motion_south": 1.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 630.0,
      "ebshear": 24.0,
      "srh01": 57.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 57.0
        },
        {
          "name": "hrrr_pwat",
          "value": 59.2112
        },
        {
          "name": "alignment",
          "value": 5.9382
        },
        {
          "name": "tau",
          "value": 0.5695
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2947
      },
      "coherence_score": 0.569528341293335,
      "coherence_diagnostics": {
        "tau": 0.569528341293335,
        "grad_tau": 0.1230553537607193,
        "torsion": 0.0,
        "alignment": 5.9381794929504395,
        "S_field": 0.21289950609207153,
        "Gamma_field": 1.7414798736572266,
        "S_over_Gamma": 0.12225206196308136,
        "Da": 102.41828918457031,
        "E_coh": 0.019275398924946785,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.96,
              39.73
            ],
            [
              -83.92,
              39.71
            ],
            [
              -83.92,
              39.67
            ],
            [
              -83.95,
              39.65
            ],
            [
              -83.99,
              39.67
            ],
            [
              -83.99,
              39.71
            ],
            [
              -83.96,
              39.73
            ]
          ]
        ]
      },
      "raw_probability": 0.2947,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "73addb04cac7ba13bb649480950416796bb8e0750de65aafc9554dce74e7e887",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.2947,
        "probability": 0.003191,
        "confidence_lo": 0.003103,
        "confidence_hi": 0.003192,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0b8d4a8b6a38230fbdd7181d8ac734e649f2efcfe3b503a4509fc5e2a581dc8b",
        "signature": {
          "alg": "ed25519",
          "sig": "ae4408760c24c20f73a546d80c828b30edb279fe82a482c70a8553fa546d7e5b880df9c64106364a43a6ae1caaa18590e68a564f3ee740b5ad9668861acd3f09"
        }
      },
      "receipt_sha256": "0b8d4a8b6a38230fbdd7181d8ac734e649f2efcfe3b503a4509fc5e2a581dc8b"
    },
    {
      "storm_id": "273042",
      "lat": 39.4589,
      "lon": -84.08,
      "motion_east": 11.8,
      "motion_south": 1.4,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 869.0,
      "ebshear": 26.0,
      "srh01": 59.0,
      "maxllaz": 0.002,
      "mesh": 0.39,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 59.0
        },
        {
          "name": "hrrr_pwat",
          "value": 59.2112
        },
        {
          "name": "alignment",
          "value": 5.9382
        },
        {
          "name": "tau",
          "value": 0.5695
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2508
      },
      "coherence_score": 0.569528341293335,
      "coherence_diagnostics": {
        "tau": 0.569528341293335,
        "grad_tau": 0.1230553537607193,
        "torsion": 0.0,
        "alignment": 5.9381794929504395,
        "S_field": 0.21289950609207153,
        "Gamma_field": 1.7414798736572266,
        "S_over_Gamma": 0.12225206196308136,
        "Da": 102.41828918457031,
        "E_coh": 0.019275398924946785,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.07,
              39.51
            ],
            [
              -84.05,
              39.5
            ],
            [
              -84.04,
              39.45
            ],
            [
              -84.06,
              39.43
            ],
            [
              -84.06,
              39.42
            ],
            [
              -84.12,
              39.41
            ],
            [
              -84.13,
              39.42
            ],
            [
              -84.12,
              39.48
            ],
            [
              -84.07,
              39.51
            ]
          ]
        ]
      },
      "raw_probability": 0.2508,
      "confidence_lo": 0.0022,
      "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": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "9f28dd42335e2a5524a8ada351a13dfdc3ab884e11e7475b55ca371a01cfb96e",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.2508,
        "probability": 0.002236,
        "confidence_lo": 0.002207,
        "confidence_hi": 0.002236,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "068d191cda14fb038225d80d74bdda1678659a997e0847f248905bf19c626d45",
        "signature": {
          "alg": "ed25519",
          "sig": "6e316b465b48d8892f351beadc58b6bf22c3e217172604f4a1801f47f91e86445e1f6cf040f37b986cbffe87b5418280256eb95fc5eaa83f7409b5c4dcc3b105"
        }
      },
      "receipt_sha256": "068d191cda14fb038225d80d74bdda1678659a997e0847f248905bf19c626d45"
    },
    {
      "storm_id": "273058",
      "lat": 39.5864,
      "lon": -85.3145,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1731.0,
      "ebshear": 19.0,
      "srh01": 100.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 100.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.9612
        },
        {
          "name": "alignment",
          "value": -13.6715
        },
        {
          "name": "tau",
          "value": 0.5786
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2217
      },
      "coherence_score": 0.5786060094833374,
      "coherence_diagnostics": {
        "tau": 0.5786060094833374,
        "grad_tau": 0.03999302536249161,
        "torsion": 0.0,
        "alignment": -13.671460151672363,
        "S_field": 0.22662314772605896,
        "Gamma_field": 1.274813175201416,
        "S_over_Gamma": 0.17776969075202942,
        "Da": 67.25602722167969,
        "E_coh": 0.22572146356105804,
        "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": [
          [
            [
              -85.3,
              39.62
            ],
            [
              -85.3,
              39.6
            ],
            [
              -85.29,
              39.59
            ],
            [
              -85.29,
              39.54
            ],
            [
              -85.3,
              39.54
            ],
            [
              -85.33,
              39.57
            ],
            [
              -85.35,
              39.57
            ],
            [
              -85.34,
              39.58
            ],
            [
              -85.34,
              39.61
            ],
            [
              -85.32,
              39.61
            ],
            [
              -85.3,
              39.62
            ]
          ]
        ]
      },
      "raw_probability": 0.2217,
      "confidence_lo": 0.0022,
      "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": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "62d21f297c0eebf86a7e481faf2731b3f6e0944a5f3fe76ae1a05035d4d4def8",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.2217,
        "probability": 0.002236,
        "confidence_lo": 0.002207,
        "confidence_hi": 0.002236,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bb0ee01eb6dbe91ab8a1ea38bd87b173a41ee3e4dc0d55887bb2cefb9765ef05",
        "signature": {
          "alg": "ed25519",
          "sig": "1b2d8c3d91b10dad76fcf0ca9419e475f984bc2128379c81821adc30dac6bdff667ecb0e69636e2976a4558bd576d9ba1ccf7d0599b75b302b5c08d4444f5007"
        }
      },
      "receipt_sha256": "bb0ee01eb6dbe91ab8a1ea38bd87b173a41ee3e4dc0d55887bb2cefb9765ef05"
    },
    {
      "storm_id": "272978",
      "lat": 33.9011,
      "lon": -74.0589,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4433.0,
      "ebshear": 19.0,
      "srh01": 59.0,
      "maxllaz": 0.001,
      "mesh": 0.26,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 59.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.2112
        },
        {
          "name": "alignment",
          "value": 0.6059
        },
        {
          "name": "tau",
          "value": 4.0919
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2212
      },
      "coherence_score": 4.091856956481934,
      "coherence_diagnostics": {
        "tau": 4.091856956481934,
        "grad_tau": 0.5402934551239014,
        "torsion": 0.0,
        "alignment": 0.6058655977249146,
        "S_field": 1.6397100687026978,
        "Gamma_field": 0.17481324076652527,
        "S_over_Gamma": 9.379781723022461,
        "Da": 10.426909446716309,
        "E_coh": 0.9672099947929382,
        "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": [
          [
            [
              -74.07,
              33.95
            ],
            [
              -74.03,
              33.95
            ],
            [
              -74.0,
              33.91
            ],
            [
              -74.02,
              33.87
            ],
            [
              -74.05,
              33.85
            ],
            [
              -74.09,
              33.85
            ],
            [
              -74.1,
              33.86
            ],
            [
              -74.1,
              33.92
            ],
            [
              -74.07,
              33.95
            ]
          ]
        ]
      },
      "raw_probability": 0.2212,
      "confidence_lo": 0.0022,
      "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": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "ba7203d9ca2ee7d10681012e239e36ac74f4c370778d5edc9f7bab0cf45f4e55",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.2212,
        "probability": 0.002236,
        "confidence_lo": 0.002207,
        "confidence_hi": 0.002236,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fa71cd8a7637f82b2e9c60a35608fe42a689bd7ab3a608747b9039b33d7da55b",
        "signature": {
          "alg": "ed25519",
          "sig": "f69fe30e46043b6599b16a5901159f5366dbcef84701695f533a88a5c112a5b3b34219a2fec34e761117c0f9fb63888ff3c696a3293dab112fa46378094bea09"
        }
      },
      "receipt_sha256": "fa71cd8a7637f82b2e9c60a35608fe42a689bd7ab3a608747b9039b33d7da55b"
    },
    {
      "storm_id": "272916",
      "lat": 43.186,
      "lon": -99.6147,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1230.0,
      "ebshear": 6.0,
      "srh01": 8.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.5862
        },
        {
          "name": "alignment",
          "value": -5.6465
        },
        {
          "name": "tau",
          "value": 0.9134
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2146
      },
      "coherence_score": 0.9134085178375244,
      "coherence_diagnostics": {
        "tau": 0.9134085178375244,
        "grad_tau": 0.0928502008318901,
        "torsion": 0.0,
        "alignment": -5.64654016494751,
        "S_field": 0.22479316592216492,
        "Gamma_field": 0.16564656794071198,
        "S_over_Gamma": 1.3570650815963745,
        "Da": 9.175893783569336,
        "E_coh": 0.5111196637153625,
        "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": [
          [
            [
              -99.59,
              43.25
            ],
            [
              -99.54,
              43.25
            ],
            [
              -99.52,
              43.24
            ],
            [
              -99.51,
              43.23
            ],
            [
              -99.52,
              43.18
            ],
            [
              -99.56,
              43.16
            ],
            [
              -99.6,
              43.16
            ],
            [
              -99.63,
              43.13
            ],
            [
              -99.67,
              43.11
            ],
            [
              -99.7,
              43.11
            ],
            [
              -99.72,
              43.14
            ],
            [
              -99.72,
              43.18
            ],
            [
              -99.69,
              43.2
            ],
            [
              -99.66,
              43.2
            ],
            [
              -99.59,
              43.25
            ]
          ]
        ]
      },
      "raw_probability": 0.2146,
      "confidence_lo": 0.0022,
      "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": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "15189b8869a4ae09d517fffc1296549bccaae1f2fea0969d35605e7e7e2ce078",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.2146,
        "probability": 0.002236,
        "confidence_lo": 0.002207,
        "confidence_hi": 0.002236,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c5f4064ea44d5dd8e9be3cbced7a21bd7dc8aba4f6c11765081a47c043f5720e",
        "signature": {
          "alg": "ed25519",
          "sig": "34235ce5119c5f4dd2ad9b2d552e030700bfc6d7d91555c03083d4423eddf4a3647184b6e5714b4d754ddf174c8dec31154458300b3cdddec3892c9122d63e02"
        }
      },
      "receipt_sha256": "c5f4064ea44d5dd8e9be3cbced7a21bd7dc8aba4f6c11765081a47c043f5720e"
    },
    {
      "storm_id": "272607",
      "lat": 43.5782,
      "lon": -98.7427,
      "motion_east": 5.7,
      "motion_south": 1.6,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1145.0,
      "ebshear": 12.0,
      "srh01": 28.0,
      "maxllaz": 0.002,
      "mesh": 0.15,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.5862
        },
        {
          "name": "alignment",
          "value": -5.6465
        },
        {
          "name": "tau",
          "value": 0.9134
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1931
      },
      "coherence_score": 0.9134085178375244,
      "coherence_diagnostics": {
        "tau": 0.9134085178375244,
        "grad_tau": 0.0928502008318901,
        "torsion": 0.0,
        "alignment": -5.64654016494751,
        "S_field": 0.22479316592216492,
        "Gamma_field": 0.16564656794071198,
        "S_over_Gamma": 1.3570650815963745,
        "Da": 9.175893783569336,
        "E_coh": 0.5111196637153625,
        "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": [
          [
            [
              -98.77,
              43.62
            ],
            [
              -98.72,
              43.62
            ],
            [
              -98.7,
              43.61
            ],
            [
              -98.68,
              43.57
            ],
            [
              -98.68,
              43.55
            ],
            [
              -98.69,
              43.54
            ],
            [
              -98.77,
              43.54
            ],
            [
              -98.78,
              43.55
            ],
            [
              -98.81,
              43.55
            ],
            [
              -98.8,
              43.59
            ],
            [
              -98.77,
              43.62
            ]
          ]
        ]
      },
      "raw_probability": 0.1931,
      "confidence_lo": 0.0022,
      "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": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "b61998d77c6318ea9211bf1a7a6f7adafdc08cab9769ed7142a5db6b47f402e3",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.1931,
        "probability": 0.002236,
        "confidence_lo": 0.002207,
        "confidence_hi": 0.002236,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "85b3b9eebcd5942eb95b25792a0e0226c0ac046e8998ac0b4bf746a0fc21c2bd",
        "signature": {
          "alg": "ed25519",
          "sig": "83b896e452e09bd0b8f97f3dd68ce92bdd6af85503299daa6e6c0955dfe7d6c832b88c03c850ead6e3e2d72a368a766898327f007e229cd76b6edd7f49bd500c"
        }
      },
      "receipt_sha256": "85b3b9eebcd5942eb95b25792a0e0226c0ac046e8998ac0b4bf746a0fc21c2bd"
    },
    {
      "storm_id": "273059",
      "lat": 36.3372,
      "lon": -80.88,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1362.0,
      "ebshear": 20.0,
      "srh01": 35.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.5862
        },
        {
          "name": "alignment",
          "value": -2.8562
        },
        {
          "name": "tau",
          "value": 2.0784
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.186
      },
      "coherence_score": 2.078416585922241,
      "coherence_diagnostics": {
        "tau": 2.078416585922241,
        "grad_tau": 0.1100824773311615,
        "torsion": 0.0,
        "alignment": -2.8562121391296387,
        "S_field": 0.6442082524299622,
        "Gamma_field": 0.2706465721130371,
        "S_over_Gamma": 2.380256414413452,
        "Da": 16.362703323364258,
        "E_coh": 0.9334555268287659,
        "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": [
          [
            [
              -80.88,
              36.39
            ],
            [
              -80.86,
              36.38
            ],
            [
              -80.87,
              36.37
            ],
            [
              -80.87,
              36.34
            ],
            [
              -80.86,
              36.32
            ],
            [
              -80.84,
              36.31
            ],
            [
              -80.84,
              36.3
            ],
            [
              -80.85,
              36.31
            ],
            [
              -80.86,
              36.3
            ],
            [
              -80.89,
              36.3
            ],
            [
              -80.9,
              36.31
            ],
            [
              -80.95,
              36.31
            ],
            [
              -80.94,
              36.33
            ],
            [
              -80.9,
              36.32
            ],
            [
              -80.88,
              36.34
            ],
            [
              -80.88,
              36.37
            ],
            [
              -80.89,
              36.38
            ],
            [
              -80.88,
              36.39
            ]
          ]
        ]
      },
      "raw_probability": 0.186,
      "confidence_lo": 0.0022,
      "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": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "a8f90bc559d40c491eee6a7cd35b71f3395ab794168cfebecc60cf1fa829dea4",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.186,
        "probability": 0.002236,
        "confidence_lo": 0.002207,
        "confidence_hi": 0.002236,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b21e9cd6e59d002076682af75d49ffb5325b6841aebf5e383b99fe92b53cef55",
        "signature": {
          "alg": "ed25519",
          "sig": "031b78f335112b3a67d8ff41d427b4286c1c43f29415d9925b8b4d1e75c93e86b4ade05bd3265d23a2e94c51d3203f2365ea685e7d3ebf443bf91860f671de0b"
        }
      },
      "receipt_sha256": "b21e9cd6e59d002076682af75d49ffb5325b6841aebf5e383b99fe92b53cef55"
    },
    {
      "storm_id": "272899",
      "lat": 48.5947,
      "lon": -91.1847,
      "motion_east": 4.5,
      "motion_south": -1.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 58.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 58.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.9612
        },
        {
          "name": "alignment",
          "value": -10.1881
        },
        {
          "name": "tau",
          "value": 0.6462
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1843
      },
      "coherence_score": 0.6461706757545471,
      "coherence_diagnostics": {
        "tau": 0.6461706757545471,
        "grad_tau": 0.49398550391197205,
        "torsion": 0.0,
        "alignment": -10.188118934631348,
        "S_field": 0.42721790075302124,
        "Gamma_field": 0.16564656794071198,
        "S_over_Gamma": 2.5790929794311523,
        "Da": 10.848288536071777,
        "E_coh": 0.5886450409889221,
        "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": [
          [
            [
              -91.19,
              48.65
            ],
            [
              -91.15,
              48.65
            ],
            [
              -91.11,
              48.61
            ],
            [
              -91.11,
              48.59
            ],
            [
              -91.12,
              48.58
            ],
            [
              -91.11,
              48.55
            ],
            [
              -91.12,
              48.54
            ],
            [
              -91.16,
              48.52
            ],
            [
              -91.23,
              48.52
            ],
            [
              -91.31,
              48.58
            ],
            [
              -91.31,
              48.61
            ],
            [
              -91.24,
              48.6
            ],
            [
              -91.21,
              48.63
            ],
            [
              -91.21,
              48.64
            ],
            [
              -91.19,
              48.65
            ]
          ]
        ]
      },
      "raw_probability": 0.1843,
      "confidence_lo": 0.0022,
      "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": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "6f6dafd5ed07a2d2b45ecf0a767e0cc968cb9f3a2a6f676d6d87c208fd598e01",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.1843,
        "probability": 0.002236,
        "confidence_lo": 0.002207,
        "confidence_hi": 0.002236,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "df7c96af95758f774444cc14ad6d8089bc817c3e7e0d21fa696bcc57b23c2dd1",
        "signature": {
          "alg": "ed25519",
          "sig": "75f8ea6a71f5a7d7820065cf2039316e38439603d3d5612764ff0a2d4b8d409d4f81fdc2dcaca1aab5bc7bc2a9cd0c7ad492354de29bf646ce547f2d2cd86100"
        }
      },
      "receipt_sha256": "df7c96af95758f774444cc14ad6d8089bc817c3e7e0d21fa696bcc57b23c2dd1"
    },
    {
      "storm_id": "272847",
      "lat": 34.0579,
      "lon": -74.2071,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4314.0,
      "ebshear": 19.0,
      "srh01": 51.0,
      "maxllaz": 0.002,
      "mesh": 0.45,
      "flash_rate": 15.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 51.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.2112
        },
        {
          "name": "alignment",
          "value": 0.6059
        },
        {
          "name": "tau",
          "value": 4.0919
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1836
      },
      "coherence_score": 4.091856956481934,
      "coherence_diagnostics": {
        "tau": 4.091856956481934,
        "grad_tau": 0.5402934551239014,
        "torsion": 0.0,
        "alignment": 0.6058655977249146,
        "S_field": 1.6397100687026978,
        "Gamma_field": 0.17481324076652527,
        "S_over_Gamma": 9.379781723022461,
        "Da": 10.426909446716309,
        "E_coh": 0.9672099947929382,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.18,
              34.13
            ],
            [
              -74.11,
              34.13
            ],
            [
              -74.09,
              34.12
            ],
            [
              -74.08,
              34.08
            ],
            [
              -74.15,
              34.02
            ],
            [
              -74.18,
              34.01
            ],
            [
              -74.22,
              33.98
            ],
            [
              -74.29,
              33.98
            ],
            [
              -74.31,
              34.01
            ],
            [
              -74.31,
              34.04
            ],
            [
              -74.3,
              34.04
            ],
            [
              -74.27,
              34.07
            ],
            [
              -74.23,
              34.07
            ],
            [
              -74.18,
              34.13
            ]
          ]
        ]
      },
      "raw_probability": 0.1836,
      "confidence_lo": 0.0022,
      "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": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "76fbb45f251600b80130832e7f40e4bef4a9aebdf180c68fdbe6174ccd53b9d8",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.1836,
        "probability": 0.002236,
        "confidence_lo": 0.002207,
        "confidence_hi": 0.002236,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3080be59e044496093b5a9c87a4634c72b9f2c036a1df9ca11b6cd62ecf9a52f",
        "signature": {
          "alg": "ed25519",
          "sig": "d29a21564db4771b7b0e4cc4ead46cb14f76a9326117bec4ae92ae6d8380e6372e24bcc0a112731136b9dd21a1f3bdcb5d124de0965dc8ab2ecba6ee559c9a01"
        }
      },
      "receipt_sha256": "3080be59e044496093b5a9c87a4634c72b9f2c036a1df9ca11b6cd62ecf9a52f"
    },
    {
      "storm_id": "273014",
      "lat": 43.3169,
      "lon": -99.2444,
      "motion_east": 6.0,
      "motion_south": 0.6,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1411.0,
      "ebshear": 10.0,
      "srh01": 2.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.5862
        },
        {
          "name": "alignment",
          "value": -5.6465
        },
        {
          "name": "tau",
          "value": 0.9134
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1805
      },
      "coherence_score": 0.9134085178375244,
      "coherence_diagnostics": {
        "tau": 0.9134085178375244,
        "grad_tau": 0.0928502008318901,
        "torsion": 0.0,
        "alignment": -5.64654016494751,
        "S_field": 0.22479316592216492,
        "Gamma_field": 0.16564656794071198,
        "S_over_Gamma": 1.3570650815963745,
        "Da": 9.175893783569336,
        "E_coh": 0.5111196637153625,
        "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": [
          [
            [
              -99.21,
              43.37
            ],
            [
              -99.14,
              43.37
            ],
            [
              -99.13,
              43.35
            ],
            [
              -99.14,
              43.34
            ],
            [
              -99.14,
              43.32
            ],
            [
              -99.19,
              43.29
            ],
            [
              -99.24,
              43.28
            ],
            [
              -99.29,
              43.25
            ],
            [
              -99.33,
              43.25
            ],
            [
              -99.35,
              43.27
            ],
            [
              -99.35,
              43.29
            ],
            [
              -99.33,
              43.31
            ],
            [
              -99.33,
              43.32
            ],
            [
              -99.29,
              43.34
            ],
            [
              -99.24,
              43.35
            ],
            [
              -99.21,
              43.37
            ]
          ]
        ]
      },
      "raw_probability": 0.1805,
      "confidence_lo": 0.0022,
      "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": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "4fbea8058fb314e81a6624c8f801a89c21d7938dc54ae1df8a216bcdaea1b4ca",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.1805,
        "probability": 0.002236,
        "confidence_lo": 0.002207,
        "confidence_hi": 0.002236,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6d344be6da453a77fe9ff5b06e7d0af978e6ecdeeac0b4dc65dcf5cf64d7d119",
        "signature": {
          "alg": "ed25519",
          "sig": "498b074d4c4f366081f61b9f406c56980a0e5f4659fc6658305324d6d52e88413a362f2ae416a505bc02122d40614a2a040f610f434f1f3a202b98a29be42901"
        }
      },
      "receipt_sha256": "6d344be6da453a77fe9ff5b06e7d0af978e6ecdeeac0b4dc65dcf5cf64d7d119"
    },
    {
      "storm_id": "272983",
      "lat": 50.9357,
      "lon": -90.9729,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 9.0,
      "ebshear": 14.0,
      "srh01": 45.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.9612
        },
        {
          "name": "alignment",
          "value": -5.2316
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1721
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.6302738189697266,
        "torsion": 0.0,
        "alignment": -5.231637954711914,
        "S_field": 0.32885631918907166,
        "Gamma_field": 0.16564656794071198,
        "S_over_Gamma": 1.9852890968322754,
        "Da": 10.558201789855957,
        "E_coh": 0.47947168350219727,
        "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": [
          [
            [
              -91.03,
              50.96
            ],
            [
              -90.92,
              50.96
            ],
            [
              -90.92,
              50.93
            ],
            [
              -90.95,
              50.91
            ],
            [
              -90.97,
              50.91
            ],
            [
              -90.99,
              50.92
            ],
            [
              -91.03,
              50.96
            ]
          ]
        ]
      },
      "raw_probability": 0.1721,
      "confidence_lo": 0.0022,
      "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": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "5fea8b45bdf814787b4c2282801eb9e7794d3147cfc51f51a60df1a8f8403f55",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.1721,
        "probability": 0.002236,
        "confidence_lo": 0.002207,
        "confidence_hi": 0.002236,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5cb7dade4a186ffd0e68d842af8c436d57be33ed739679103e8884845305c5dc",
        "signature": {
          "alg": "ed25519",
          "sig": "c216e0f4a3f6f3e7db255be09ca8e8d96238eacfc821fbcfcafdf8296aec13ecbf3c170bf5adfb3ba07d6b1b39e55c8fddcf09c2f5c146648fd7898703848b00"
        }
      },
      "receipt_sha256": "5cb7dade4a186ffd0e68d842af8c436d57be33ed739679103e8884845305c5dc"
    },
    {
      "storm_id": "272864",
      "lat": 50.7344,
      "lon": -94.8763,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 174.0,
      "ebshear": 27.0,
      "srh01": 179.0,
      "maxllaz": 0.007,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 179.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.8362
        },
        {
          "name": "alignment",
          "value": -3.1066
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1532
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.4799017012119293,
        "torsion": 0.0,
        "alignment": -3.106637954711914,
        "S_field": 0.21218059957027435,
        "Gamma_field": 0.15731322765350342,
        "S_over_Gamma": 1.3487778902053833,
        "Da": 9.804937362670898,
        "E_coh": 0.0496487021446228,
        "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": [
          [
            [
              -94.83,
              50.88
            ],
            [
              -94.8,
              50.86
            ],
            [
              -94.79,
              50.87
            ],
            [
              -94.76,
              50.86
            ],
            [
              -94.76,
              50.79
            ],
            [
              -94.74,
              50.77
            ],
            [
              -94.74,
              50.73
            ],
            [
              -94.8,
              50.7
            ],
            [
              -94.84,
              50.66
            ],
            [
              -94.87,
              50.65
            ],
            [
              -94.88,
              50.64
            ],
            [
              -94.88,
              50.59
            ],
            [
              -94.9,
              50.58
            ],
            [
              -94.91,
              50.59
            ],
            [
              -94.93,
              50.59
            ],
            [
              -94.93,
              50.64
            ],
            [
              -94.92,
              50.65
            ],
            [
              -94.95,
              50.68
            ],
            [
              -94.97,
              50.68
            ],
            [
              -95.01,
              50.71
            ],
            [
              -95.01,
              50.76
            ],
            [
              -95.0,
              50.76
            ],
            [
              -94.96,
              50.79
            ],
            [
              -94.93,
              50.79
            ],
            [
              -94.88,
              50.86
            ],
            [
              -94.84,
              50.87
            ],
            [
              -94.83,
              50.88
            ]
          ]
        ]
      },
      "raw_probability": 0.1532,
      "confidence_lo": 0.0022,
      "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": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "76bc8bb357231e377bb8a126e8dd7ca586ecb2c2b2b70288043b0c4b17cf03b0",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.1532,
        "probability": 0.002236,
        "confidence_lo": 0.002207,
        "confidence_hi": 0.002236,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "415fa150580058ecaa2349191791781785ad6053159b759d6952e4644a53e5bb",
        "signature": {
          "alg": "ed25519",
          "sig": "78e09a147017d744e7fbeef69580e42d77615d8862467cf677be0a6843fddbe21955a040eefdec5a1fb4b887aa89c674fccfd3697fb90d68a7207b68c6c1ec03"
        }
      },
      "receipt_sha256": "415fa150580058ecaa2349191791781785ad6053159b759d6952e4644a53e5bb"
    },
    {
      "storm_id": "272958",
      "lat": 48.8107,
      "lon": -91.436,
      "motion_east": 5.7,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 68.0,
      "maxllaz": 0.011,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 68.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.7112
        },
        {
          "name": "alignment",
          "value": -2.7941
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.011
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1474
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.6461706757545471,
        "torsion": 0.0,
        "alignment": -2.794137954711914,
        "S_field": 0.2587893307209015,
        "Gamma_field": 0.1639799028635025,
        "S_over_Gamma": 1.5781770944595337,
        "Da": 10.31213092803955,
        "E_coh": 0.3511933386325836,
        "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": [
          [
            [
              -91.5,
              48.87
            ],
            [
              -91.47,
              48.87
            ],
            [
              -91.46,
              48.86
            ],
            [
              -91.44,
              48.86
            ],
            [
              -91.38,
              48.83
            ],
            [
              -91.38,
              48.82
            ],
            [
              -91.34,
              48.77
            ],
            [
              -91.34,
              48.74
            ],
            [
              -91.36,
              48.72
            ],
            [
              -91.38,
              48.72
            ],
            [
              -91.45,
              48.77
            ],
            [
              -91.5,
              48.79
            ],
            [
              -91.52,
              48.82
            ],
            [
              -91.52,
              48.85
            ],
            [
              -91.5,
              48.87
            ]
          ]
        ]
      },
      "raw_probability": 0.1474,
      "confidence_lo": 0.0022,
      "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": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "d916a40f8367db4991c4594703a08ae8d33a1eb0cdf7881dce44416b0fdf898e",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.1474,
        "probability": 0.002236,
        "confidence_lo": 0.002207,
        "confidence_hi": 0.002236,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "87679d0da4fbfa5b5c53d7e8b7baf51a84b25d0a3291e7ac7bfbd0bdc45bb8e6",
        "signature": {
          "alg": "ed25519",
          "sig": "1fa0af1a09bfcdfdfdbb16ecb7f68c98a5e0b02d313bf156ed0deff496c4b320a7f16e36e6fc77d85872afbdbf69ade404b6e8b57321c902c99d6cc7f17f380a"
        }
      },
      "receipt_sha256": "87679d0da4fbfa5b5c53d7e8b7baf51a84b25d0a3291e7ac7bfbd0bdc45bb8e6"
    },
    {
      "storm_id": "272828",
      "lat": 44.0916,
      "lon": -97.886,
      "motion_east": 5.7,
      "motion_south": 0.4,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1525.0,
      "ebshear": 15.0,
      "srh01": 116.0,
      "maxllaz": 0.003,
      "mesh": 0.41,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 116.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.8362
        },
        {
          "name": "alignment",
          "value": -2.7396
        },
        {
          "name": "tau",
          "value": 0.989
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1433
      },
      "coherence_score": 0.9890363216400146,
      "coherence_diagnostics": {
        "tau": 0.9890363216400146,
        "grad_tau": 0.03712955489754677,
        "torsion": 0.0,
        "alignment": -2.7395668029785156,
        "S_field": 0.16758844256401062,
        "Gamma_field": 0.16731323301792145,
        "S_over_Gamma": 1.0016448497772217,
        "Da": 9.015801429748535,
        "E_coh": 0.4204128682613373,
        "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": [
          [
            [
              -97.91,
              44.19
            ],
            [
              -97.86,
              44.19
            ],
            [
              -97.85,
              44.18
            ],
            [
              -97.85,
              44.14
            ],
            [
              -97.86,
              44.13
            ],
            [
              -97.84,
              44.11
            ],
            [
              -97.77,
              44.11
            ],
            [
              -97.76,
              44.1
            ],
            [
              -97.76,
              44.04
            ],
            [
              -97.77,
              44.03
            ],
            [
              -97.81,
              44.03
            ],
            [
              -97.82,
              44.02
            ],
            [
              -97.88,
              44.01
            ],
            [
              -97.89,
              44.0
            ],
            [
              -97.94,
              44.0
            ],
            [
              -97.95,
              44.01
            ],
            [
              -98.0,
              44.02
            ],
            [
              -98.01,
              44.04
            ],
            [
              -98.01,
              44.09
            ],
            [
              -97.98,
              44.11
            ],
            [
              -97.94,
              44.11
            ],
            [
              -97.92,
              44.13
            ],
            [
              -97.93,
              44.14
            ],
            [
              -97.93,
              44.17
            ],
            [
              -97.91,
              44.19
            ]
          ]
        ]
      },
      "raw_probability": 0.1433,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "fbad3e6bf52a4143bbaebffde6fea9b93f661b67b8b4631af98746e9853e2724",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.1433,
        "probability": 0.001991,
        "confidence_lo": 0.001863,
        "confidence_hi": 0.001991,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ebaed4efb26f208af58552d5eb7425fd7bb156ddc8fcd2c8b0e767bd18d9b4db",
        "signature": {
          "alg": "ed25519",
          "sig": "2d71173155843161754e5341d0f37961da6b9da77e597b9e7e9921807123c6fb4b0c2bf12cffd74063a2534b9af1e31c112630f301bdd15823d6f55db566c203"
        }
      },
      "receipt_sha256": "ebaed4efb26f208af58552d5eb7425fd7bb156ddc8fcd2c8b0e767bd18d9b4db"
    },
    {
      "storm_id": "272821",
      "lat": 40.5715,
      "lon": -84.83,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 243.0,
      "ebshear": 27.0,
      "srh01": 50.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.2112
        },
        {
          "name": "alignment",
          "value": 0.4227
        },
        {
          "name": "tau",
          "value": 0.6834
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1383
      },
      "coherence_score": 0.6833807229995728,
      "coherence_diagnostics": {
        "tau": 0.6833807229995728,
        "grad_tau": 0.10008158534765244,
        "torsion": 0.0,
        "alignment": 0.4226904511451721,
        "S_field": 0.11501724272966385,
        "Gamma_field": 0.1848132312297821,
        "S_over_Gamma": 0.622343122959137,
        "Da": 11.135553359985352,
        "E_coh": 0.059585995972156525,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.84,
              40.65
            ],
            [
              -84.78,
              40.65
            ],
            [
              -84.75,
              40.6
            ],
            [
              -84.76,
              40.52
            ],
            [
              -84.79,
              40.48
            ],
            [
              -84.83,
              40.48
            ],
            [
              -84.86,
              40.51
            ],
            [
              -84.86,
              40.54
            ],
            [
              -84.88,
              40.56
            ],
            [
              -84.88,
              40.57
            ],
            [
              -84.86,
              40.59
            ],
            [
              -84.86,
              40.63
            ],
            [
              -84.84,
              40.65
            ]
          ]
        ]
      },
      "raw_probability": 0.1383,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "b56ba2c42c6b8283eb15908c257a42da0b66142c7db72d0e4ce9973dfb7007b0",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.1383,
        "probability": 0.001991,
        "confidence_lo": 0.001863,
        "confidence_hi": 0.001991,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "117a539e793e96867e033744082a93e2c3a6a9582ede5278aa019397b7ffefe1",
        "signature": {
          "alg": "ed25519",
          "sig": "e585ca5d97598bca313c316de5b2ade81e8b66c725f5c7f5eaed427e1ba3a2006d4c17fc017e12e1153842b71be3752d40377dc30d08c5488ffb8d4eff7bb70f"
        }
      },
      "receipt_sha256": "117a539e793e96867e033744082a93e2c3a6a9582ede5278aa019397b7ffefe1"
    },
    {
      "storm_id": "273052",
      "lat": 50.9117,
      "lon": -94.4792,
      "motion_east": 5.4,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 32.0,
      "ebshear": 29.0,
      "srh01": 141.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 141.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.8362
        },
        {
          "name": "alignment",
          "value": -3.1066
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.138
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.4799017012119293,
        "torsion": 0.0,
        "alignment": -3.106637954711914,
        "S_field": 0.21218059957027435,
        "Gamma_field": 0.15731322765350342,
        "S_over_Gamma": 1.3487778902053833,
        "Da": 9.804937362670898,
        "E_coh": 0.0496487021446228,
        "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": [
          [
            [
              -94.5,
              50.96
            ],
            [
              -94.43,
              50.93
            ],
            [
              -94.41,
              50.89
            ],
            [
              -94.43,
              50.87
            ],
            [
              -94.45,
              50.87
            ],
            [
              -94.47,
              50.88
            ],
            [
              -94.48,
              50.9
            ],
            [
              -94.5,
              50.9
            ],
            [
              -94.52,
              50.92
            ],
            [
              -94.53,
              50.92
            ],
            [
              -94.53,
              50.94
            ],
            [
              -94.5,
              50.96
            ]
          ]
        ]
      },
      "raw_probability": 0.138,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "e888c15a1857ece8e55e72c78f4f1c971824c658efd43897e7e43f1d2cd97e7f",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.138,
        "probability": 0.001991,
        "confidence_lo": 0.001863,
        "confidence_hi": 0.001991,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1f4913f6a085b5b3e7af69a17639d3aab03ab4cc5cf14898d6ad30a46d09f11d",
        "signature": {
          "alg": "ed25519",
          "sig": "31765097d29407c168544c8f6ceba152a5003e7b789a7b418da0e1ac0eab209864532706663aba73a0dde36384d5304ac6e3d705fe517985c29fe6ea5709cc01"
        }
      },
      "receipt_sha256": "1f4913f6a085b5b3e7af69a17639d3aab03ab4cc5cf14898d6ad30a46d09f11d"
    },
    {
      "storm_id": "273053",
      "lat": 50.7788,
      "lon": -94.42,
      "motion_east": 5.4,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 24.0,
      "ebshear": 27.0,
      "srh01": 156.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 156.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.8362
        },
        {
          "name": "alignment",
          "value": -3.1066
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.138
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.4799017012119293,
        "torsion": 0.0,
        "alignment": -3.106637954711914,
        "S_field": 0.21218059957027435,
        "Gamma_field": 0.15731322765350342,
        "S_over_Gamma": 1.3487778902053833,
        "Da": 9.804937362670898,
        "E_coh": 0.0496487021446228,
        "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": [
          [
            [
              -94.37,
              50.82
            ],
            [
              -94.34,
              50.82
            ],
            [
              -94.33,
              50.81
            ],
            [
              -94.33,
              50.76
            ],
            [
              -94.35,
              50.74
            ],
            [
              -94.37,
              50.73
            ],
            [
              -94.46,
              50.73
            ],
            [
              -94.47,
              50.72
            ],
            [
              -94.51,
              50.74
            ],
            [
              -94.51,
              50.78
            ],
            [
              -94.5,
              50.79
            ],
            [
              -94.47,
              50.79
            ],
            [
              -94.46,
              50.8
            ],
            [
              -94.45,
              50.79
            ],
            [
              -94.44,
              50.8
            ],
            [
              -94.41,
              50.8
            ],
            [
              -94.37,
              50.82
            ]
          ]
        ]
      },
      "raw_probability": 0.138,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "e888c15a1857ece8e55e72c78f4f1c971824c658efd43897e7e43f1d2cd97e7f",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.138,
        "probability": 0.001991,
        "confidence_lo": 0.001863,
        "confidence_hi": 0.001991,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1f4913f6a085b5b3e7af69a17639d3aab03ab4cc5cf14898d6ad30a46d09f11d",
        "signature": {
          "alg": "ed25519",
          "sig": "31765097d29407c168544c8f6ceba152a5003e7b789a7b418da0e1ac0eab209864532706663aba73a0dde36384d5304ac6e3d705fe517985c29fe6ea5709cc01"
        }
      },
      "receipt_sha256": "1f4913f6a085b5b3e7af69a17639d3aab03ab4cc5cf14898d6ad30a46d09f11d"
    },
    {
      "storm_id": "272775",
      "lat": 50.284,
      "lon": -94.736,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 25.0,
      "ebshear": 16.0,
      "srh01": 131.0,
      "maxllaz": 0.01,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 131.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.8362
        },
        {
          "name": "alignment",
          "value": -3.1066
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.01
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1366
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.4799017012119293,
        "torsion": 0.0,
        "alignment": -3.106637954711914,
        "S_field": 0.21218059957027435,
        "Gamma_field": 0.15731322765350342,
        "S_over_Gamma": 1.3487778902053833,
        "Da": 9.804937362670898,
        "E_coh": 0.0496487021446228,
        "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": [
          [
            [
              -94.77,
              50.33
            ],
            [
              -94.73,
              50.33
            ],
            [
              -94.69,
              50.3
            ],
            [
              -94.68,
              50.3
            ],
            [
              -94.68,
              50.24
            ],
            [
              -94.69,
              50.23
            ],
            [
              -94.75,
              50.22
            ],
            [
              -94.8,
              50.26
            ],
            [
              -94.8,
              50.3
            ],
            [
              -94.77,
              50.33
            ]
          ]
        ]
      },
      "raw_probability": 0.1366,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "67582e10631ef6855919939366d181533e416789ea7f25fe2046ec013f22fd5c",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.1366,
        "probability": 0.001991,
        "confidence_lo": 0.001863,
        "confidence_hi": 0.001991,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b86df0dbbefddece7f43a4476bdce23955ae60130727de250702857077cef16d",
        "signature": {
          "alg": "ed25519",
          "sig": "5c204936c6d3cb5896e1a1212f0e7b14c7edbc337682e7b31e03c260e6e5d5a8ae96b94b2eaf1a89b520ac61fce3cfd546ee03c708611b2cdfdb186a78b56702"
        }
      },
      "receipt_sha256": "b86df0dbbefddece7f43a4476bdce23955ae60130727de250702857077cef16d"
    },
    {
      "storm_id": "272984",
      "lat": 50.861,
      "lon": -94.2035,
      "motion_east": 5.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 23.0,
      "ebshear": 27.0,
      "srh01": 143.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 143.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.8362
        },
        {
          "name": "alignment",
          "value": -3.1066
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1317
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.4799017012119293,
        "torsion": 0.0,
        "alignment": -3.106637954711914,
        "S_field": 0.21218059957027435,
        "Gamma_field": 0.15731322765350342,
        "S_over_Gamma": 1.3487778902053833,
        "Da": 9.804937362670898,
        "E_coh": 0.0496487021446228,
        "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": [
          [
            [
              -94.31,
              50.96
            ],
            [
              -94.02,
              50.96
            ],
            [
              -94.02,
              50.95
            ],
            [
              -94.05,
              50.92
            ],
            [
              -94.11,
              50.89
            ],
            [
              -94.15,
              50.88
            ],
            [
              -94.18,
              50.85
            ],
            [
              -94.16,
              50.83
            ],
            [
              -94.16,
              50.8
            ],
            [
              -94.18,
              50.77
            ],
            [
              -94.2,
              50.77
            ],
            [
              -94.21,
              50.76
            ],
            [
              -94.25,
              50.76
            ],
            [
              -94.28,
              50.78
            ],
            [
              -94.28,
              50.79
            ],
            [
              -94.31,
              50.83
            ],
            [
              -94.31,
              50.89
            ],
            [
              -94.29,
              50.93
            ],
            [
              -94.29,
              50.94
            ],
            [
              -94.31,
              50.96
            ]
          ]
        ]
      },
      "raw_probability": 0.1317,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "dc1f252a1905b1f88df8446af86a5eb7495145e65c2547358ebd83b22e0dd0aa",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.1317,
        "probability": 0.001991,
        "confidence_lo": 0.001863,
        "confidence_hi": 0.001991,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "790dc0f7e72f272a27f11617f22f8147f4a096ad5d8851a4b82ff8cc4f9e122f",
        "signature": {
          "alg": "ed25519",
          "sig": "fa780f525525ad24ca6f27e99b9f2804b519869cdf708ec61bdcdc48252683f2c79012868d54555a91e39f40f409054bfc8a79b9754702ed3a715bbe869a7d0a"
        }
      },
      "receipt_sha256": "790dc0f7e72f272a27f11617f22f8147f4a096ad5d8851a4b82ff8cc4f9e122f"
    },
    {
      "storm_id": "273001",
      "lat": 36.2333,
      "lon": -79.838,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1596.0,
      "ebshear": 24.0,
      "srh01": 33.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.0862
        },
        {
          "name": "alignment",
          "value": -3.5093
        },
        {
          "name": "tau",
          "value": 1.7431
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1182
      },
      "coherence_score": 1.743056297302246,
      "coherence_diagnostics": {
        "tau": 1.743056297302246,
        "grad_tau": 0.12100274860858917,
        "torsion": 0.0,
        "alignment": -3.5093371868133545,
        "S_field": 0.2790849804878235,
        "Gamma_field": 0.2864799201488495,
        "S_over_Gamma": 0.974186897277832,
        "Da": 17.095924377441406,
        "E_coh": 0.8411849737167358,
        "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,
              36.28
            ],
            [
              -79.84,
              36.28
            ],
            [
              -79.83,
              36.27
            ],
            [
              -79.8,
              36.27
            ],
            [
              -79.79,
              36.28
            ],
            [
              -79.8,
              36.24
            ],
            [
              -79.81,
              36.23
            ],
            [
              -79.8,
              36.21
            ],
            [
              -79.8,
              36.19
            ],
            [
              -79.81,
              36.18
            ],
            [
              -79.87,
              36.18
            ],
            [
              -79.88,
              36.17
            ],
            [
              -79.9,
              36.18
            ],
            [
              -79.9,
              36.26
            ],
            [
              -79.87,
              36.28
            ]
          ]
        ]
      },
      "raw_probability": 0.1182,
      "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": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "6841ec549a5195c84331e9d695d0588e54d5bc0d6651135074debb3e2bad1d40",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.1182,
        "probability": 0.001925,
        "confidence_lo": 0.001863,
        "confidence_hi": 0.001925,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1e162d9fe7a16c5e916e4286ef5a2564f89778a7df8c004797872cecc782ad98",
        "signature": {
          "alg": "ed25519",
          "sig": "671324c9aa08f75a65506a71c7ea790aed22c619e17c43f45e7dea2a8ad5d78b241ac900b250b571010da6c8eadbd34edf665cdc637b75289e81e58c6e0f5f0d"
        }
      },
      "receipt_sha256": "1e162d9fe7a16c5e916e4286ef5a2564f89778a7df8c004797872cecc782ad98"
    },
    {
      "storm_id": "273044",
      "lat": 37.1185,
      "lon": -82.9062,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2555.0,
      "ebshear": 13.0,
      "srh01": 33.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.3362
        },
        {
          "name": "alignment",
          "value": 3.3631
        },
        {
          "name": "tau",
          "value": 2.0738
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1148
      },
      "coherence_score": 2.073759078979492,
      "coherence_diagnostics": {
        "tau": 2.073759078979492,
        "grad_tau": 0.30149367451667786,
        "torsion": 0.0,
        "alignment": 3.3630502223968506,
        "S_field": 1.1918208599090576,
        "Gamma_field": 0.2589799165725708,
        "S_over_Gamma": 4.6019816398620605,
        "Da": 16.81281089782715,
        "E_coh": 0.9622724652290344,
        "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": [
          [
            [
              -82.88,
              37.15
            ],
            [
              -82.88,
              37.12
            ],
            [
              -82.86,
              37.1
            ],
            [
              -82.85,
              37.1
            ],
            [
              -82.85,
              37.09
            ],
            [
              -82.95,
              37.09
            ],
            [
              -82.96,
              37.11
            ],
            [
              -82.95,
              37.12
            ],
            [
              -82.95,
              37.14
            ],
            [
              -82.93,
              37.14
            ],
            [
              -82.93,
              37.12
            ],
            [
              -82.91,
              37.11
            ],
            [
              -82.88,
              37.15
            ]
          ]
        ]
      },
      "raw_probability": 0.1148,
      "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": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "d891aa3ed7e94894491fb06cfda34ebdade6f1e4b58a1ddc60bbfbce3bc1dc64",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.1148,
        "probability": 0.001925,
        "confidence_lo": 0.001863,
        "confidence_hi": 0.001925,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "928cba78a1e27278be1ea2cb8a6b1e8397de0745d812f4f3613b976281b5aa93",
        "signature": {
          "alg": "ed25519",
          "sig": "3781fa1e12028f4a9e6d4b42b3f520bd4461e6e1c7b3675c192e38c3551783c621fb00ab99b3b98749cb63091ccf00344a226cfebff08e8e884a26085818e30d"
        }
      },
      "receipt_sha256": "928cba78a1e27278be1ea2cb8a6b1e8397de0745d812f4f3613b976281b5aa93"
    },
    {
      "storm_id": "273047",
      "lat": 33.8231,
      "lon": -75.2192,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4500.0,
      "ebshear": 19.0,
      "srh01": 41.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.3362
        },
        {
          "name": "alignment",
          "value": 1.8169
        },
        {
          "name": "tau",
          "value": 2.331
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1079
      },
      "coherence_score": 2.3310437202453613,
      "coherence_diagnostics": {
        "tau": 2.3310437202453613,
        "grad_tau": 0.8671635389328003,
        "torsion": 0.0,
        "alignment": 1.8168834447860718,
        "S_field": 0.046992093324661255,
        "Gamma_field": 0.22981323301792145,
        "S_over_Gamma": 0.20447948575019836,
        "Da": 13.788707733154297,
        "E_coh": 0.3613124489784241,
        "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": [
          [
            [
              -75.26,
              33.86
            ],
            [
              -75.18,
              33.86
            ],
            [
              -75.18,
              33.83
            ],
            [
              -75.19,
              33.82
            ],
            [
              -75.19,
              33.79
            ],
            [
              -75.18,
              33.77
            ],
            [
              -75.2,
              33.77
            ],
            [
              -75.2,
              33.82
            ],
            [
              -75.21,
              33.83
            ],
            [
              -75.25,
              33.83
            ],
            [
              -75.27,
              33.82
            ],
            [
              -75.28,
              33.84
            ],
            [
              -75.26,
              33.86
            ]
          ]
        ]
      },
      "raw_probability": 0.1079,
      "confidence_lo": 0.0011,
      "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": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "7496b088ed8810659c7e725d56ec1695db8c544097251b231f643faec19b01e3",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.1079,
        "probability": 0.001864,
        "confidence_lo": 0.001145,
        "confidence_hi": 0.001865,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "37c330ef41671813effb94d1f90b810fb5864a6fea3463b585acf48cdcd2cb32",
        "signature": {
          "alg": "ed25519",
          "sig": "257e758234f10949e1b13091d9b800cc98cd0ac62ed4751e8c445dfc4d6bdad4596c017622e410dc6cd8ed844433ccf362453f891e15fc44076f5b1be942f10f"
        }
      },
      "receipt_sha256": "37c330ef41671813effb94d1f90b810fb5864a6fea3463b585acf48cdcd2cb32"
    },
    {
      "storm_id": "272393",
      "lat": 34.245,
      "lon": -74.4928,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4152.0,
      "ebshear": 17.0,
      "srh01": 42.0,
      "maxllaz": 0.001,
      "mesh": 0.29,
      "flash_rate": 17.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.2112
        },
        {
          "name": "alignment",
          "value": 3.6025
        },
        {
          "name": "tau",
          "value": 3.2937
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1061
      },
      "coherence_score": 3.293745994567871,
      "coherence_diagnostics": {
        "tau": 3.293745994567871,
        "grad_tau": 0.9472529292106628,
        "torsion": 0.0,
        "alignment": 3.602468729019165,
        "S_field": 1.2842023372650146,
        "Gamma_field": 0.22481323778629303,
        "S_over_Gamma": 5.712307453155518,
        "Da": 13.428502082824707,
        "E_coh": 0.9542065262794495,
        "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": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.56,
              34.31
            ],
            [
              -74.54,
              34.3
            ],
            [
              -74.51,
              34.3
            ],
            [
              -74.5,
              34.29
            ],
            [
              -74.44,
              34.29
            ],
            [
              -74.43,
              34.28
            ],
            [
              -74.41,
              34.28
            ],
            [
              -74.39,
              34.24
            ],
            [
              -74.39,
              34.15
            ],
            [
              -74.41,
              34.12
            ],
            [
              -74.46,
              34.12
            ],
            [
              -74.47,
              34.14
            ],
            [
              -74.55,
              34.21
            ],
            [
              -74.56,
              34.23
            ],
            [
              -74.56,
              34.27
            ],
            [
              -74.57,
              34.28
            ],
            [
              -74.56,
              34.29
            ],
            [
              -74.56,
              34.31
            ]
          ]
        ]
      },
      "raw_probability": 0.1061,
      "confidence_lo": 0.0011,
      "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": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "cd67e764a4292154c6c55eec7bfc9e534555338880268056e759eb977bc4fb3b",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.1061,
        "probability": 0.001284,
        "confidence_lo": 0.001145,
        "confidence_hi": 0.001285,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d88717b3865f87057245b0f36cada9667b5dcf7935eb990ec2d7388a73a7def2",
        "signature": {
          "alg": "ed25519",
          "sig": "42bad470dfc3b71cd9f98951645cd76a11c2880a1e68332674a4b5672d48f3e970d3e085a4e6fd789dc3a12eeef21d0ddccd829623b1960d369c941056797b01"
        }
      },
      "receipt_sha256": "d88717b3865f87057245b0f36cada9667b5dcf7935eb990ec2d7388a73a7def2"
    },
    {
      "storm_id": "272696",
      "lat": 44.0845,
      "lon": -98.3009,
      "motion_east": 5.6,
      "motion_south": 1.1,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1331.0,
      "ebshear": 14.0,
      "srh01": 55.0,
      "maxllaz": 0.003,
      "mesh": 0.23,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.8362
        },
        {
          "name": "alignment",
          "value": -2.7396
        },
        {
          "name": "tau",
          "value": 0.989
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1048
      },
      "coherence_score": 0.9890363216400146,
      "coherence_diagnostics": {
        "tau": 0.9890363216400146,
        "grad_tau": 0.03712955489754677,
        "torsion": 0.0,
        "alignment": -2.7395668029785156,
        "S_field": 0.16758844256401062,
        "Gamma_field": 0.16731323301792145,
        "S_over_Gamma": 1.0016448497772217,
        "Da": 9.015801429748535,
        "E_coh": 0.4204128682613373,
        "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": [
          [
            [
              -98.33,
              44.14
            ],
            [
              -98.26,
              44.14
            ],
            [
              -98.23,
              44.12
            ],
            [
              -98.24,
              44.06
            ],
            [
              -98.26,
              44.04
            ],
            [
              -98.28,
              44.03
            ],
            [
              -98.31,
              44.03
            ],
            [
              -98.35,
              44.05
            ],
            [
              -98.36,
              44.07
            ],
            [
              -98.36,
              44.11
            ],
            [
              -98.33,
              44.14
            ]
          ]
        ]
      },
      "raw_probability": 0.1048,
      "confidence_lo": 0.0011,
      "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": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "9e720b257ce6a8eb413abbc42d450679dc416da390a40b989c26e163cccf4f91",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.1048,
        "probability": 0.001284,
        "confidence_lo": 0.001145,
        "confidence_hi": 0.001285,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3fa298ed4b705650924fbe3afad98d350860c422375ab53bdbeb65b7adf022be",
        "signature": {
          "alg": "ed25519",
          "sig": "33cba73f6fcd45f3c27fa7caac423685bfb65058a20877281386ad89e8bf206a7602ff264c2deab89af9abd49bc90c1faa71fae4058eba02cf9d4cfbf2e58900"
        }
      },
      "receipt_sha256": "3fa298ed4b705650924fbe3afad98d350860c422375ab53bdbeb65b7adf022be"
    },
    {
      "storm_id": "273046",
      "lat": 36.4533,
      "lon": -81.0272,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1232.0,
      "ebshear": 17.0,
      "srh01": 30.0,
      "maxllaz": 0.002,
      "mesh": 0.26,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.5862
        },
        {
          "name": "alignment",
          "value": -2.8562
        },
        {
          "name": "tau",
          "value": 2.0784
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1026
      },
      "coherence_score": 2.078416585922241,
      "coherence_diagnostics": {
        "tau": 2.078416585922241,
        "grad_tau": 0.1100824773311615,
        "torsion": 0.0,
        "alignment": -2.8562121391296387,
        "S_field": 0.6442082524299622,
        "Gamma_field": 0.2706465721130371,
        "S_over_Gamma": 2.380256414413452,
        "Da": 16.362703323364258,
        "E_coh": 0.9334555268287659,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.05,
              36.51
            ],
            [
              -80.95,
              36.51
            ],
            [
              -80.94,
              36.5
            ],
            [
              -80.96,
              36.48
            ],
            [
              -80.96,
              36.46
            ],
            [
              -80.99,
              36.43
            ],
            [
              -80.99,
              36.42
            ],
            [
              -81.01,
              36.41
            ],
            [
              -81.04,
              36.41
            ],
            [
              -81.05,
              36.4
            ],
            [
              -81.06,
              36.41
            ],
            [
              -81.07,
              36.4
            ],
            [
              -81.08,
              36.42
            ],
            [
              -81.07,
              36.44
            ],
            [
              -81.07,
              36.47
            ],
            [
              -81.08,
              36.48
            ],
            [
              -81.07,
              36.5
            ],
            [
              -81.05,
              36.51
            ]
          ]
        ]
      },
      "raw_probability": 0.1026,
      "confidence_lo": 0.0011,
      "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": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "32d749b7603d25597755c45a0a71f7a09dda194a38671865729371ed3dc7f7a1",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.1026,
        "probability": 0.001284,
        "confidence_lo": 0.001145,
        "confidence_hi": 0.001285,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7b269c59cacb3175b24c498194c8792179ba0d6ed85cd539886851ba91283867",
        "signature": {
          "alg": "ed25519",
          "sig": "ebb8439201b04453a8e52873be0ac2ff5166cf7b5cfd52390f92f5b328f853ad21017772638edb11ff2a4c459756267e869ae9a799716ddfa1571333dadab70e"
        }
      },
      "receipt_sha256": "7b269c59cacb3175b24c498194c8792179ba0d6ed85cd539886851ba91283867"
    },
    {
      "storm_id": "273056",
      "lat": 44.0089,
      "lon": -98.4156,
      "motion_east": 5.6,
      "motion_south": 1.4,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1468.0,
      "ebshear": 14.0,
      "srh01": 52.0,
      "maxllaz": 0.001,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 52.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.8362
        },
        {
          "name": "alignment",
          "value": -2.7396
        },
        {
          "name": "tau",
          "value": 0.989
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0998
      },
      "coherence_score": 0.9890363216400146,
      "coherence_diagnostics": {
        "tau": 0.9890363216400146,
        "grad_tau": 0.03712955489754677,
        "torsion": 0.0,
        "alignment": -2.7395668029785156,
        "S_field": 0.16758844256401062,
        "Gamma_field": 0.16731323301792145,
        "S_over_Gamma": 1.0016448497772217,
        "Da": 9.015801429748535,
        "E_coh": 0.4204128682613373,
        "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": [
          [
            [
              -98.43,
              44.04
            ],
            [
              -98.41,
              44.04
            ],
            [
              -98.38,
              44.02
            ],
            [
              -98.39,
              43.98
            ],
            [
              -98.4,
              43.97
            ],
            [
              -98.42,
              43.97
            ],
            [
              -98.44,
              43.99
            ],
            [
              -98.44,
              44.03
            ],
            [
              -98.43,
              44.04
            ]
          ]
        ]
      },
      "raw_probability": 0.0998,
      "confidence_lo": 0.0011,
      "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": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "7065a605f54cf311f7b1675bef3c0f066971296668483bc320d74ee8a2acca48",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.0998,
        "probability": 0.00126,
        "confidence_lo": 0.001145,
        "confidence_hi": 0.00126,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "02b71c8df8902bdd7ea3914ee6723dcbb6e6a9f625f888535b068c0e26962ab8",
        "signature": {
          "alg": "ed25519",
          "sig": "0f676fa51e79d9c2338ed5610e0bb0ffca3ba9cbd45816d833ab2a5c556744d55f6fe1bdd7703189680df32ffd1920129e3e62ade8276f8d296949ba0829e90a"
        }
      },
      "receipt_sha256": "02b71c8df8902bdd7ea3914ee6723dcbb6e6a9f625f888535b068c0e26962ab8"
    },
    {
      "storm_id": "272974",
      "lat": 44.248,
      "lon": -98.378,
      "motion_east": 5.6,
      "motion_south": 1.1,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1359.0,
      "ebshear": 17.0,
      "srh01": 40.0,
      "maxllaz": 0.002,
      "mesh": 0.34,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.8362
        },
        {
          "name": "alignment",
          "value": -2.7396
        },
        {
          "name": "tau",
          "value": 0.989
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0956
      },
      "coherence_score": 0.9890363216400146,
      "coherence_diagnostics": {
        "tau": 0.9890363216400146,
        "grad_tau": 0.03712955489754677,
        "torsion": 0.0,
        "alignment": -2.7395668029785156,
        "S_field": 0.16758844256401062,
        "Gamma_field": 0.16731323301792145,
        "S_over_Gamma": 1.0016448497772217,
        "Da": 9.015801429748535,
        "E_coh": 0.4204128682613373,
        "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": [
          [
            [
              -98.4,
              44.29
            ],
            [
              -98.36,
              44.29
            ],
            [
              -98.32,
              44.26
            ],
            [
              -98.32,
              44.22
            ],
            [
              -98.34,
              44.2
            ],
            [
              -98.39,
              44.2
            ],
            [
              -98.41,
              44.22
            ],
            [
              -98.42,
              44.24
            ],
            [
              -98.42,
              44.27
            ],
            [
              -98.4,
              44.29
            ]
          ]
        ]
      },
      "raw_probability": 0.0956,
      "confidence_lo": 0.0011,
      "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": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "32af7db76a1610eb60f956603dbdc0330036146c986ed88c613bab738c3728fc",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.0956,
        "probability": 0.00126,
        "confidence_lo": 0.00113,
        "confidence_hi": 0.00126,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bafff9ab3e86c5762c940f91a650aee2773736bce827ff3a35006663856d75b7",
        "signature": {
          "alg": "ed25519",
          "sig": "61b25656b8ba5a7b495c0aad79ebfc36966066b754500f0b9d57bc68e8e26bf5344d7f42f9731ae7c7727a567067dec118f9fcf1898c19e783b2ef420d70400b"
        }
      },
      "receipt_sha256": "bafff9ab3e86c5762c940f91a650aee2773736bce827ff3a35006663856d75b7"
    },
    {
      "storm_id": "272999",
      "lat": 43.7919,
      "lon": -98.6444,
      "motion_east": 5.5,
      "motion_south": 2.7,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1398.0,
      "ebshear": 12.0,
      "srh01": 40.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.8362
        },
        {
          "name": "alignment",
          "value": -2.7396
        },
        {
          "name": "tau",
          "value": 0.989
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0951
      },
      "coherence_score": 0.9890363216400146,
      "coherence_diagnostics": {
        "tau": 0.9890363216400146,
        "grad_tau": 0.03712955489754677,
        "torsion": 0.0,
        "alignment": -2.7395668029785156,
        "S_field": 0.16758844256401062,
        "Gamma_field": 0.16731323301792145,
        "S_over_Gamma": 1.0016448497772217,
        "Da": 9.015801429748535,
        "E_coh": 0.4204128682613373,
        "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": [
          [
            [
              -98.72,
              43.87
            ],
            [
              -98.68,
              43.87
            ],
            [
              -98.65,
              43.85
            ],
            [
              -98.55,
              43.86
            ],
            [
              -98.47,
              43.8
            ],
            [
              -98.47,
              43.76
            ],
            [
              -98.49,
              43.74
            ],
            [
              -98.62,
              43.74
            ],
            [
              -98.63,
              43.73
            ],
            [
              -98.68,
              43.73
            ],
            [
              -98.69,
              43.74
            ],
            [
              -98.71,
              43.74
            ],
            [
              -98.73,
              43.75
            ],
            [
              -98.75,
              43.79
            ],
            [
              -98.75,
              43.83
            ],
            [
              -98.72,
              43.87
            ]
          ]
        ]
      },
      "raw_probability": 0.0951,
      "confidence_lo": 0.0011,
      "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": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "32f5c2e6154f75fdc1479f0b978c9d9f551215ad69c662b986551d4ff885b0e5",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.0951,
        "probability": 0.00126,
        "confidence_lo": 0.00113,
        "confidence_hi": 0.00126,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e453f93e260f13d7546007044befb79b0136b754f99dfa42b5e07c1c215cdf0c",
        "signature": {
          "alg": "ed25519",
          "sig": "addbdb424cd500dead42e1029439e6760f21c8a3fc8647542271ccd010393808990fa2b698e26cad3cfca50f608e5eb48709590c74a977ac337ef3c6dd04eb04"
        }
      },
      "receipt_sha256": "e453f93e260f13d7546007044befb79b0136b754f99dfa42b5e07c1c215cdf0c"
    },
    {
      "storm_id": "273063",
      "lat": 43.51,
      "lon": -98.9082,
      "motion_east": 5.7,
      "motion_south": 1.4,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1014.0,
      "ebshear": 11.0,
      "srh01": 22.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.5862
        },
        {
          "name": "alignment",
          "value": -5.6465
        },
        {
          "name": "tau",
          "value": 0.9134
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0938
      },
      "coherence_score": 0.9134085178375244,
      "coherence_diagnostics": {
        "tau": 0.9134085178375244,
        "grad_tau": 0.0928502008318901,
        "torsion": 0.0,
        "alignment": -5.64654016494751,
        "S_field": 0.22479316592216492,
        "Gamma_field": 0.16564656794071198,
        "S_over_Gamma": 1.3570650815963745,
        "Da": 9.175893783569336,
        "E_coh": 0.5111196637153625,
        "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": [
          [
            [
              -98.9,
              43.55
            ],
            [
              -98.87,
              43.55
            ],
            [
              -98.86,
              43.54
            ],
            [
              -98.86,
              43.51
            ],
            [
              -98.88,
              43.48
            ],
            [
              -98.92,
              43.46
            ],
            [
              -98.94,
              43.46
            ],
            [
              -98.96,
              43.48
            ],
            [
              -98.96,
              43.5
            ],
            [
              -98.94,
              43.53
            ],
            [
              -98.9,
              43.55
            ]
          ]
        ]
      },
      "raw_probability": 0.0938,
      "confidence_lo": 0.0011,
      "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": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "5ce373ece645c7ebdc134d4704befe6c9781434e4b2ba13634cf317a2538ef50",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.0938,
        "probability": 0.001196,
        "confidence_lo": 0.00113,
        "confidence_hi": 0.001197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "02b6a0c7a8e364222918fd819808eece3d5c632f6c0a6534c2a0d56b9136ea5c",
        "signature": {
          "alg": "ed25519",
          "sig": "5b9ef7e3ccf0e9c64c10a9b71d382081ea442af81d719076cd62278f2428444aa293930f59d6c3d2dafe6bc31fd99b33795e1912223a6506aa6a7f5e016b3601"
        }
      },
      "receipt_sha256": "02b6a0c7a8e364222918fd819808eece3d5c632f6c0a6534c2a0d56b9136ea5c"
    },
    {
      "storm_id": "273027",
      "lat": 33.9381,
      "lon": -74.6735,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4563.0,
      "ebshear": 16.0,
      "srh01": 44.0,
      "maxllaz": 0.001,
      "mesh": 0.24,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.2112
        },
        {
          "name": "alignment",
          "value": 3.6025
        },
        {
          "name": "tau",
          "value": 3.2937
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.089
      },
      "coherence_score": 3.293745994567871,
      "coherence_diagnostics": {
        "tau": 3.293745994567871,
        "grad_tau": 0.9472529292106628,
        "torsion": 0.0,
        "alignment": 3.602468729019165,
        "S_field": 1.2842023372650146,
        "Gamma_field": 0.22481323778629303,
        "S_over_Gamma": 5.712307453155518,
        "Da": 13.428502082824707,
        "E_coh": 0.9542065262794495,
        "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": [
          [
            [
              -74.62,
              34.02
            ],
            [
              -74.59,
              34.02
            ],
            [
              -74.59,
              34.0
            ],
            [
              -74.58,
              33.99
            ],
            [
              -74.55,
              33.99
            ],
            [
              -74.56,
              33.94
            ],
            [
              -74.58,
              33.95
            ],
            [
              -74.6,
              33.94
            ],
            [
              -74.64,
              33.9
            ],
            [
              -74.67,
              33.9
            ],
            [
              -74.72,
              33.86
            ],
            [
              -74.76,
              33.86
            ],
            [
              -74.78,
              33.85
            ],
            [
              -74.77,
              33.92
            ],
            [
              -74.76,
              33.92
            ],
            [
              -74.76,
              33.9
            ],
            [
              -74.74,
              33.89
            ],
            [
              -74.73,
              33.9
            ],
            [
              -74.74,
              33.91
            ],
            [
              -74.73,
              33.92
            ],
            [
              -74.73,
              33.94
            ],
            [
              -74.72,
              33.94
            ],
            [
              -74.7,
              33.96
            ],
            [
              -74.65,
              33.96
            ],
            [
              -74.62,
              33.99
            ],
            [
              -74.62,
              34.02
            ]
          ]
        ]
      },
      "raw_probability": 0.089,
      "confidence_lo": 0.0011,
      "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": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "3bdab7bd181522d57059592f797a68e049a938cf92d328119e711149eba2be29",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.089,
        "probability": 0.001186,
        "confidence_lo": 0.00113,
        "confidence_hi": 0.001186,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1c4549ad2fe1028349291935ee2c1cc1d526e6e9da6394fbd4b5f276d5b4b56a",
        "signature": {
          "alg": "ed25519",
          "sig": "4e930063a55d5c876105b151c5a994e2787412059063bbf6f71a300a7ada5d770e839ceebfe50818d6c49ff22b7257bd8e1f655cc99b12694e595fa78529980f"
        }
      },
      "receipt_sha256": "1c4549ad2fe1028349291935ee2c1cc1d526e6e9da6394fbd4b5f276d5b4b56a"
    },
    {
      "storm_id": "272767",
      "lat": 29.32,
      "lon": -82.9657,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3209.0,
      "ebshear": 11.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.6,
      "flash_rate": 15.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.4612
        },
        {
          "name": "alignment",
          "value": -2.6929
        },
        {
          "name": "tau",
          "value": 2.6664
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0871
      },
      "coherence_score": 2.666351795196533,
      "coherence_diagnostics": {
        "tau": 2.666351795196533,
        "grad_tau": 0.4589432179927826,
        "torsion": 0.0,
        "alignment": -2.6928768157958984,
        "S_field": 0.5235270261764526,
        "Gamma_field": 0.42231324315071106,
        "S_over_Gamma": 1.239665150642395,
        "Da": 26.48133659362793,
        "E_coh": 0.8688403367996216,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.04,
              29.39
            ],
            [
              -83.0,
              29.39
            ],
            [
              -82.98,
              29.38
            ],
            [
              -82.95,
              29.35
            ],
            [
              -82.92,
              29.34
            ],
            [
              -82.89,
              29.31
            ],
            [
              -82.9,
              29.29
            ],
            [
              -82.89,
              29.27
            ],
            [
              -82.9,
              29.24
            ],
            [
              -82.92,
              29.23
            ],
            [
              -82.97,
              29.23
            ],
            [
              -83.06,
              29.31
            ],
            [
              -83.06,
              29.36
            ],
            [
              -83.04,
              29.39
            ]
          ]
        ]
      },
      "raw_probability": 0.0871,
      "confidence_lo": 0.0011,
      "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": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "424ee1b2ae2a21264aeeca3275699dfb195c54cdf89e815ad8b2551de167547f",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.0871,
        "probability": 0.001186,
        "confidence_lo": 0.00113,
        "confidence_hi": 0.001186,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "993297ac300ca2b44b01b6da7cbc01c9c416a6ec93d789ec78da11eaf8771b2e",
        "signature": {
          "alg": "ed25519",
          "sig": "a5f62fc78bd20da0efc925b43669fce34c458328de706b47201785b1e0b4961506942ea1b137c18876180ef8b56b23e75f795039977fb8bec057dca72263c408"
        }
      },
      "receipt_sha256": "993297ac300ca2b44b01b6da7cbc01c9c416a6ec93d789ec78da11eaf8771b2e"
    },
    {
      "storm_id": "273017",
      "lat": 37.2255,
      "lon": -83.2991,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2669.0,
      "ebshear": 14.0,
      "srh01": 31.0,
      "maxllaz": 0.001,
      "mesh": 0.28,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.3362
        },
        {
          "name": "alignment",
          "value": 3.3631
        },
        {
          "name": "tau",
          "value": 2.0738
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0846
      },
      "coherence_score": 2.073759078979492,
      "coherence_diagnostics": {
        "tau": 2.073759078979492,
        "grad_tau": 0.30149367451667786,
        "torsion": 0.0,
        "alignment": 3.3630502223968506,
        "S_field": 1.1918208599090576,
        "Gamma_field": 0.2589799165725708,
        "S_over_Gamma": 4.6019816398620605,
        "Da": 16.81281089782715,
        "E_coh": 0.9622724652290344,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.29,
              37.27
            ],
            [
              -83.26,
              37.25
            ],
            [
              -83.27,
              37.23
            ],
            [
              -83.24,
              37.19
            ],
            [
              -83.25,
              37.17
            ],
            [
              -83.34,
              37.17
            ],
            [
              -83.36,
              37.19
            ],
            [
              -83.36,
              37.22
            ],
            [
              -83.33,
              37.26
            ],
            [
              -83.3,
              37.26
            ],
            [
              -83.29,
              37.27
            ]
          ]
        ]
      },
      "raw_probability": 0.0846,
      "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": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "74d928e77b1d6c712c02686f0fa7a0be7a28bca85ee23855903e99942f029ca1",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.0846,
        "probability": 0.001186,
        "confidence_lo": 0.000845,
        "confidence_hi": 0.001186,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1c9b1d7333ec038b8914064478e19dd8f87e5df6fde61714d012a42de61d88f7",
        "signature": {
          "alg": "ed25519",
          "sig": "1448a660a825b78b15902cb9f864dea5ed0b6f6fde19ab20f8f842817c4d6df3ab4af53c715802870bd6609c4c1ff175520e76cf2064c0e7b38b261a5a05790e"
        }
      },
      "receipt_sha256": "1c9b1d7333ec038b8914064478e19dd8f87e5df6fde61714d012a42de61d88f7"
    },
    {
      "storm_id": "273062",
      "lat": 43.5957,
      "lon": -98.5914,
      "motion_east": 5.6,
      "motion_south": 1.9,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1377.0,
      "ebshear": 12.0,
      "srh01": 30.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.9612
        },
        {
          "name": "alignment",
          "value": -3.7085
        },
        {
          "name": "tau",
          "value": 0.9476
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0832
      },
      "coherence_score": 0.9476207494735718,
      "coherence_diagnostics": {
        "tau": 0.9476207494735718,
        "grad_tau": 0.07056672871112823,
        "torsion": 0.0,
        "alignment": -3.7084600925445557,
        "S_field": 0.18505217134952545,
        "Gamma_field": 0.1706465631723404,
        "S_over_Gamma": 1.0844178199768066,
        "Da": 9.28547477722168,
        "E_coh": 0.5363873243331909,
        "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": [
          [
            [
              -98.58,
              43.63
            ],
            [
              -98.56,
              43.61
            ],
            [
              -98.56,
              43.58
            ],
            [
              -98.58,
              43.56
            ],
            [
              -98.64,
              43.56
            ],
            [
              -98.64,
              43.6
            ],
            [
              -98.58,
              43.63
            ]
          ]
        ]
      },
      "raw_probability": 0.0832,
      "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": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "8726eb037590b82f3046e55ad5a653b4843dee32eb2461612e0a2002e820863e",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.0832,
        "probability": 0.001167,
        "confidence_lo": 0.00078,
        "confidence_hi": 0.001167,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9df37f24620fc7b33a46311fc40575caf780d49934f62ccd558ea77578dff66c",
        "signature": {
          "alg": "ed25519",
          "sig": "d4d6e53910eaf34f3f711fac524bb9eeee58530a40af924231589449d4e5dd2121caf991e9ed2649ba668dc3d6f2b7c67c9f34fb32653354ff73fb1da074cb0b"
        }
      },
      "receipt_sha256": "9df37f24620fc7b33a46311fc40575caf780d49934f62ccd558ea77578dff66c"
    },
    {
      "storm_id": "273016",
      "lat": 37.415,
      "lon": -83.652,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2862.0,
      "ebshear": 15.0,
      "srh01": 34.0,
      "maxllaz": 0.004,
      "mesh": 0.44,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.7112
        },
        {
          "name": "alignment",
          "value": 4.8203
        },
        {
          "name": "tau",
          "value": 1.4276
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0818
      },
      "coherence_score": 1.4276492595672607,
      "coherence_diagnostics": {
        "tau": 1.4276492595672607,
        "grad_tau": 0.4312754273414612,
        "torsion": 0.0,
        "alignment": 4.820284366607666,
        "S_field": 0.40225744247436523,
        "Gamma_field": 0.3773132562637329,
        "S_over_Gamma": 1.0661100149154663,
        "Da": 22.476715087890625,
        "E_coh": 0.7485106587409973,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.67,
              37.45
            ],
            [
              -83.65,
              37.44
            ],
            [
              -83.62,
              37.44
            ],
            [
              -83.62,
              37.4
            ],
            [
              -83.63,
              37.39
            ],
            [
              -83.63,
              37.37
            ],
            [
              -83.66,
              37.37
            ],
            [
              -83.69,
              37.4
            ],
            [
              -83.68,
              37.44
            ],
            [
              -83.67,
              37.45
            ]
          ]
        ]
      },
      "raw_probability": 0.0818,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "1d1974a5e07bd7a012c11d4e25c65ba79e2871c9c898883c0cf0428aa22cd1da",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.0818,
        "probability": 0.001145,
        "confidence_lo": 0.000742,
        "confidence_hi": 0.001145,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b0ea25459cbc202ee1f28840866889b2f20b07a4e3628d3284f3de769670b48c",
        "signature": {
          "alg": "ed25519",
          "sig": "cfd3495a29b7c44d91d0171427f1b0d5058bb1e5298f3db953dd6155b4be563aa6390ea221532f5b297c4e64d81c59c54b010ea956c77bd6cb7643fffb21500f"
        }
      },
      "receipt_sha256": "b0ea25459cbc202ee1f28840866889b2f20b07a4e3628d3284f3de769670b48c"
    },
    {
      "storm_id": "273031",
      "lat": 25.3707,
      "lon": -84.6753,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3369.0,
      "ebshear": 12.0,
      "srh01": 25.0,
      "maxllaz": 0.0,
      "mesh": 0.14,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.9612
        },
        {
          "name": "alignment",
          "value": -1.8309
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0784
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.6534796953201294,
        "torsion": 0.0,
        "alignment": -1.830862045288086,
        "S_field": 1.3157333135604858,
        "Gamma_field": 0.22231324017047882,
        "S_over_Gamma": 5.9183759689331055,
        "Da": 12.7882719039917,
        "E_coh": 0.9640935063362122,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.61,
              25.44
            ],
            [
              -84.61,
              25.38
            ],
            [
              -84.64,
              25.38
            ],
            [
              -84.66,
              25.36
            ],
            [
              -84.66,
              25.33
            ],
            [
              -84.69,
              25.29
            ],
            [
              -84.71,
              25.31
            ],
            [
              -84.72,
              25.31
            ],
            [
              -84.74,
              25.34
            ],
            [
              -84.74,
              25.37
            ],
            [
              -84.73,
              25.38
            ],
            [
              -84.71,
              25.38
            ],
            [
              -84.67,
              25.43
            ],
            [
              -84.63,
              25.42
            ],
            [
              -84.61,
              25.44
            ]
          ]
        ]
      },
      "raw_probability": 0.0784,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "a46b25ba4496edd244399baaa4f183d95b948e790544d6f9376f5e56e7ffc42f",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.0784,
        "probability": 0.000869,
        "confidence_lo": 0.000742,
        "confidence_hi": 0.000869,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "26b04ccc5ce420abbc71ef2f68d632562d0b95aa7314b38c3c8c670773004c25",
        "signature": {
          "alg": "ed25519",
          "sig": "b252f51e005a0b9f6d40f7409090051b890549fb1f0f8ab7709fabe4f4f9eedf5a999d1b6cf1d82599c73f24c0f92f5fe331c3270b9d891764b12864e8870800"
        }
      },
      "receipt_sha256": "26b04ccc5ce420abbc71ef2f68d632562d0b95aa7314b38c3c8c670773004c25"
    },
    {
      "storm_id": "273061",
      "lat": 27.5386,
      "lon": -80.3329,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4310.0,
      "ebshear": 6.0,
      "srh01": 17.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.9612
        },
        {
          "name": "alignment",
          "value": 0.353
        },
        {
          "name": "tau",
          "value": 3.4621
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0644
      },
      "coherence_score": 3.4620771408081055,
      "coherence_diagnostics": {
        "tau": 3.4620771408081055,
        "grad_tau": 0.40390923619270325,
        "torsion": 0.0,
        "alignment": 0.3530017137527466,
        "S_field": 1.4391107559204102,
        "Gamma_field": 0.21647989749908447,
        "S_over_Gamma": 6.647779941558838,
        "Da": 13.106559753417969,
        "E_coh": 0.9652132987976074,
        "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,
              27.57
            ],
            [
              -80.32,
              27.57
            ],
            [
              -80.29,
              27.53
            ],
            [
              -80.29,
              27.47
            ],
            [
              -80.37,
              27.51
            ],
            [
              -80.38,
              27.55
            ],
            [
              -80.34,
              27.57
            ]
          ]
        ]
      },
      "raw_probability": 0.0644,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "ba9a407dd3cc2494460da073682790c033f389222ced60ee6548def89ac881bd",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.0644,
        "probability": 0.000707,
        "confidence_lo": 0.000693,
        "confidence_hi": 0.000707,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "70ce9eda1af1c1b8f0c2e13d03ac9bf2753a2c2b2cd55fe2a8e16117f86211df",
        "signature": {
          "alg": "ed25519",
          "sig": "5a7bc0631233b87a27a22ff75c3b4ee4fa5ef57d41302bfc467f89982bd5e4948fd6488cb69953af45457848a05de46b8f10960d7c919627f321c6d8b2c77908"
        }
      },
      "receipt_sha256": "70ce9eda1af1c1b8f0c2e13d03ac9bf2753a2c2b2cd55fe2a8e16117f86211df"
    },
    {
      "storm_id": "273019",
      "lat": 29.68,
      "lon": -87.662,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4260.0,
      "ebshear": 16.0,
      "srh01": 27.0,
      "maxllaz": 0.002,
      "mesh": 0.17,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.5862
        },
        {
          "name": "alignment",
          "value": 1.53
        },
        {
          "name": "tau",
          "value": 3.0723
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0626
      },
      "coherence_score": 3.072275400161743,
      "coherence_diagnostics": {
        "tau": 3.072275400161743,
        "grad_tau": 0.33593446016311646,
        "torsion": 0.0,
        "alignment": 1.5299509763717651,
        "S_field": 1.1967339515686035,
        "Gamma_field": 0.2473132461309433,
        "S_over_Gamma": 4.838940143585205,
        "Da": 15.035673141479492,
        "E_coh": 0.9461678266525269,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.68,
              29.72
            ],
            [
              -87.64,
              29.72
            ],
            [
              -87.63,
              29.68
            ],
            [
              -87.62,
              29.67
            ],
            [
              -87.63,
              29.65
            ],
            [
              -87.65,
              29.64
            ],
            [
              -87.69,
              29.64
            ],
            [
              -87.7,
              29.65
            ],
            [
              -87.7,
              29.71
            ],
            [
              -87.68,
              29.72
            ]
          ]
        ]
      },
      "raw_probability": 0.0626,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "9138162be9fd6f7cc95833ba8c5784e91ab6f592fb1b2b991ec732a09b9c37df",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.0626,
        "probability": 0.000707,
        "confidence_lo": 0.000693,
        "confidence_hi": 0.000707,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e49f2276adae2f0cc29e416c9674585768e802b469c66a3e7b85857d17b3b9da",
        "signature": {
          "alg": "ed25519",
          "sig": "53ac8030cf5913f18dcc563a0e2200166918c172ee487a4d936371935ef8d592eaa0cb60c4104984a746bc49ae7e44a65417c163ebce3407ffd4374b0f60fc08"
        }
      },
      "receipt_sha256": "e49f2276adae2f0cc29e416c9674585768e802b469c66a3e7b85857d17b3b9da"
    },
    {
      "storm_id": "272933",
      "lat": 27.8422,
      "lon": -79.7456,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3860.0,
      "ebshear": 10.0,
      "srh01": 8.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.8362
        },
        {
          "name": "alignment",
          "value": 1.389
        },
        {
          "name": "tau",
          "value": 3.4654
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0619
      },
      "coherence_score": 3.465423583984375,
      "coherence_diagnostics": {
        "tau": 3.465423583984375,
        "grad_tau": 0.4116680324077606,
        "torsion": 0.0,
        "alignment": 1.3889565467834473,
        "S_field": 1.4768210649490356,
        "Gamma_field": 0.21564656496047974,
        "S_over_Gamma": 6.8483405113220215,
        "Da": 13.277813911437988,
        "E_coh": 0.9626316428184509,
        "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": [
          [
            [
              -79.73,
              27.87
            ],
            [
              -79.71,
              27.87
            ],
            [
              -79.71,
              27.81
            ],
            [
              -79.72,
              27.8
            ],
            [
              -79.78,
              27.82
            ],
            [
              -79.79,
              27.84
            ],
            [
              -79.79,
              27.85
            ],
            [
              -79.75,
              27.85
            ],
            [
              -79.73,
              27.87
            ]
          ]
        ]
      },
      "raw_probability": 0.0619,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "fcc5c124ab61a9b2a6c953c548ff2b5e9ccff4d01bd3f737b4b2b31870aaf76e",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.0619,
        "probability": 0.000707,
        "confidence_lo": 0.000693,
        "confidence_hi": 0.000707,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "935be0534b1d2ea272adc1a6ce9a5cf1976e4de4aea2a1b81930278703cca957",
        "signature": {
          "alg": "ed25519",
          "sig": "298d95fd1d07b3cd10a5b24af632cb0b9d011867d2d388576cf6344bba7574530d96f746c1d32a81a72d8b650f88c12ce28d25a07f236838e198a5f088513305"
        }
      },
      "receipt_sha256": "935be0534b1d2ea272adc1a6ce9a5cf1976e4de4aea2a1b81930278703cca957"
    },
    {
      "storm_id": "273033",
      "lat": 28.2406,
      "lon": -79.91,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4247.0,
      "ebshear": 11.0,
      "srh01": 11.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.5862
        },
        {
          "name": "alignment",
          "value": -0.3404
        },
        {
          "name": "tau",
          "value": 3.6102
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.061
      },
      "coherence_score": 3.6102399826049805,
      "coherence_diagnostics": {
        "tau": 3.6102399826049805,
        "grad_tau": 0.09243901073932648,
        "torsion": 0.0,
        "alignment": -0.3403821587562561,
        "S_field": 1.0798293352127075,
        "Gamma_field": 0.2264799028635025,
        "S_over_Gamma": 4.767881393432617,
        "Da": 13.908628463745117,
        "E_coh": 0.9627025127410889,
        "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,
              28.28
            ],
            [
              -79.87,
              28.28
            ],
            [
              -79.86,
              28.26
            ],
            [
              -79.87,
              28.22
            ],
            [
              -79.88,
              28.22
            ],
            [
              -79.89,
              28.24
            ],
            [
              -79.92,
              28.24
            ],
            [
              -79.93,
              28.22
            ],
            [
              -79.94,
              28.22
            ],
            [
              -79.95,
              28.2
            ],
            [
              -79.96,
              28.2
            ],
            [
              -79.95,
              28.22
            ],
            [
              -79.95,
              28.25
            ],
            [
              -79.94,
              28.26
            ],
            [
              -79.89,
              28.26
            ],
            [
              -79.88,
              28.28
            ]
          ]
        ]
      },
      "raw_probability": 0.061,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "4d47be1b53e95216e40bebe7f83e548b32af3721ed93cacd6a835e10f5872b95",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.061,
        "probability": 0.000707,
        "confidence_lo": 0.000693,
        "confidence_hi": 0.000707,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d0d78c34ef63c5a6831b14674782ad52dad2331437865c73ec59db6b92c39f7c",
        "signature": {
          "alg": "ed25519",
          "sig": "c62805f3c51d758fe9ac350fe87346a4685392177e58369f8e75ba209e9015b805c5c3647bf2639dd722e6041ca9c37e8311a42829ccb73c45e1571f578ddd09"
        }
      },
      "receipt_sha256": "d0d78c34ef63c5a6831b14674782ad52dad2331437865c73ec59db6b92c39f7c"
    },
    {
      "storm_id": "273005",
      "lat": 27.233,
      "lon": -81.363,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3735.0,
      "ebshear": 12.0,
      "srh01": 23.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.0862
        },
        {
          "name": "alignment",
          "value": -0.1952
        },
        {
          "name": "tau",
          "value": 3.2563
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0609
      },
      "coherence_score": 3.2562923431396484,
      "coherence_diagnostics": {
        "tau": 3.2562923431396484,
        "grad_tau": 0.4373894929885864,
        "torsion": 0.0,
        "alignment": -0.19522958993911743,
        "S_field": 0.9917421340942383,
        "Gamma_field": 0.21814656257629395,
        "S_over_Gamma": 4.546219348907471,
        "Da": 13.025794982910156,
        "E_coh": 0.9546045064926147,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.38,
              27.28
            ],
            [
              -81.34,
              27.28
            ],
            [
              -81.31,
              27.26
            ],
            [
              -81.32,
              27.2
            ],
            [
              -81.34,
              27.2
            ],
            [
              -81.35,
              27.19
            ],
            [
              -81.39,
              27.19
            ],
            [
              -81.41,
              27.21
            ],
            [
              -81.41,
              27.24
            ],
            [
              -81.38,
              27.28
            ]
          ]
        ]
      },
      "raw_probability": 0.0609,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "c7d44041a51e9241a3bcfc3830f6378f8756087e219992b095706b08b780543a",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.0609,
        "probability": 0.000707,
        "confidence_lo": 0.000693,
        "confidence_hi": 0.000707,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6026141e185c7ad927df40b7fcb5f6440bbb29e09222118f3fa640bed29bd959",
        "signature": {
          "alg": "ed25519",
          "sig": "38296a6d306b5511667253d640f7046210223bb8a3687616490f9fc9960d553cf4d72d03c172717decef874c493cd779d0b5f4fd0a9536f48c340211d9fd0708"
        }
      },
      "receipt_sha256": "6026141e185c7ad927df40b7fcb5f6440bbb29e09222118f3fa640bed29bd959"
    },
    {
      "storm_id": "272953",
      "lat": 26.0383,
      "lon": -82.7508,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3490.0,
      "ebshear": 12.0,
      "srh01": 5.0,
      "maxllaz": 0.001,
      "mesh": 0.31,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.3362
        },
        {
          "name": "alignment",
          "value": 1.7804
        },
        {
          "name": "tau",
          "value": 1.7948
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0604
      },
      "coherence_score": 1.7948060035705566,
      "coherence_diagnostics": {
        "tau": 1.7948060035705566,
        "grad_tau": 1.3035084009170532,
        "torsion": 0.0,
        "alignment": 1.7803508043289185,
        "S_field": 1.5843936204910278,
        "Gamma_field": 0.1889798939228058,
        "S_over_Gamma": 8.383927345275879,
        "Da": 10.840938568115234,
        "E_coh": 0.9767900705337524,
        "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": [
          [
            [
              -82.75,
              26.07
            ],
            [
              -82.72,
              26.07
            ],
            [
              -82.7,
              26.06
            ],
            [
              -82.71,
              26.05
            ],
            [
              -82.72,
              26.0
            ],
            [
              -82.74,
              25.99
            ],
            [
              -82.78,
              25.99
            ],
            [
              -82.79,
              26.0
            ],
            [
              -82.79,
              26.04
            ],
            [
              -82.8,
              26.06
            ],
            [
              -82.76,
              26.06
            ],
            [
              -82.75,
              26.07
            ]
          ]
        ]
      },
      "raw_probability": 0.0604,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "e203a438951a64e4e584651e53d0e39ec402b2b122b8a123cb8d2761d8f618fc",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.0604,
        "probability": 0.000707,
        "confidence_lo": 0.000693,
        "confidence_hi": 0.000707,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "42ee305b1781949970069d2394dda665e782a1c435e9e3f33634919c90476819",
        "signature": {
          "alg": "ed25519",
          "sig": "936c2fbcd1585e45747b7bc2401d882932ad14dd4ec12f88a5ca0509e1313b04e4acdc0fa16e910ce0929bbd64aa6ff8c436735be0aea69ff9b31c7f2aec910c"
        }
      },
      "receipt_sha256": "42ee305b1781949970069d2394dda665e782a1c435e9e3f33634919c90476819"
    },
    {
      "storm_id": "272783",
      "lat": 27.4611,
      "lon": -80.5026,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4111.0,
      "ebshear": 8.0,
      "srh01": 19.0,
      "maxllaz": 0.004,
      "mesh": 0.08,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.9612
        },
        {
          "name": "alignment",
          "value": 0.353
        },
        {
          "name": "tau",
          "value": 3.4621
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0603
      },
      "coherence_score": 3.4620771408081055,
      "coherence_diagnostics": {
        "tau": 3.4620771408081055,
        "grad_tau": 0.40390923619270325,
        "torsion": 0.0,
        "alignment": 0.3530017137527466,
        "S_field": 1.4391107559204102,
        "Gamma_field": 0.21647989749908447,
        "S_over_Gamma": 6.647779941558838,
        "Da": 13.106559753417969,
        "E_coh": 0.9652132987976074,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.58,
              27.51
            ],
            [
              -80.53,
              27.51
            ],
            [
              -80.52,
              27.5
            ],
            [
              -80.44,
              27.51
            ],
            [
              -80.41,
              27.49
            ],
            [
              -80.41,
              27.43
            ],
            [
              -80.42,
              27.42
            ],
            [
              -80.43,
              27.43
            ],
            [
              -80.44,
              27.42
            ],
            [
              -80.46,
              27.42
            ],
            [
              -80.48,
              27.44
            ],
            [
              -80.5,
              27.44
            ],
            [
              -80.51,
              27.45
            ],
            [
              -80.52,
              27.44
            ],
            [
              -80.57,
              27.43
            ],
            [
              -80.58,
              27.44
            ],
            [
              -80.58,
              27.48
            ],
            [
              -80.59,
              27.49
            ],
            [
              -80.58,
              27.51
            ]
          ]
        ]
      },
      "raw_probability": 0.0603,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "a16b49416c2cc7193db8a457efa8869731a4ad9f94f21a7a81eb98466a23dc71",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.0603,
        "probability": 0.000707,
        "confidence_lo": 0.000693,
        "confidence_hi": 0.000707,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0913cce4c2f35f72294507b9cdcc8859540367e1bfaf1df93c5837074211f10c",
        "signature": {
          "alg": "ed25519",
          "sig": "667a20127cf46c397e4c0b9c509fbc63e6289c9142601070a774295bb83211993a4f35cedccaf4c1999032e1bffc15c49328ceb8596038b969755549213ad609"
        }
      },
      "receipt_sha256": "0913cce4c2f35f72294507b9cdcc8859540367e1bfaf1df93c5837074211f10c"
    },
    {
      "storm_id": "272839",
      "lat": 45.9369,
      "lon": -118.6456,
      "motion_east": 5.0,
      "motion_south": -7.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 165.0,
      "ebshear": 22.0,
      "srh01": 0.0,
      "maxllaz": 0.005,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.7112
        },
        {
          "name": "alignment",
          "value": -0.8821
        },
        {
          "name": "tau",
          "value": 0.3209
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0603
      },
      "coherence_score": 0.3208828568458557,
      "coherence_diagnostics": {
        "tau": 0.3208828568458557,
        "grad_tau": 0.041054949164390564,
        "torsion": 0.0,
        "alignment": -0.8821417689323425,
        "S_field": 0.0708303153514862,
        "Gamma_field": 0.1731465607881546,
        "S_over_Gamma": 0.4090772271156311,
        "Da": 10.334028244018555,
        "E_coh": 0.24888038635253906,
        "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": [
          [
            [
              -118.68,
              46.04
            ],
            [
              -118.62,
              46.02
            ],
            [
              -118.58,
              45.98
            ],
            [
              -118.55,
              45.92
            ],
            [
              -118.55,
              45.88
            ],
            [
              -118.6,
              45.83
            ],
            [
              -118.64,
              45.83
            ],
            [
              -118.65,
              45.84
            ],
            [
              -118.65,
              45.87
            ],
            [
              -118.66,
              45.88
            ],
            [
              -118.65,
              45.93
            ],
            [
              -118.67,
              45.95
            ],
            [
              -118.71,
              45.97
            ],
            [
              -118.72,
              45.99
            ],
            [
              -118.72,
              46.02
            ],
            [
              -118.68,
              46.04
            ]
          ]
        ]
      },
      "raw_probability": 0.0603,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "a16b49416c2cc7193db8a457efa8869731a4ad9f94f21a7a81eb98466a23dc71",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.0603,
        "probability": 0.000707,
        "confidence_lo": 0.000693,
        "confidence_hi": 0.000707,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0913cce4c2f35f72294507b9cdcc8859540367e1bfaf1df93c5837074211f10c",
        "signature": {
          "alg": "ed25519",
          "sig": "667a20127cf46c397e4c0b9c509fbc63e6289c9142601070a774295bb83211993a4f35cedccaf4c1999032e1bffc15c49328ceb8596038b969755549213ad609"
        }
      },
      "receipt_sha256": "0913cce4c2f35f72294507b9cdcc8859540367e1bfaf1df93c5837074211f10c"
    },
    {
      "storm_id": "273050",
      "lat": 27.84,
      "lon": -79.926,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3677.0,
      "ebshear": 10.0,
      "srh01": 17.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.9612
        },
        {
          "name": "alignment",
          "value": 0.353
        },
        {
          "name": "tau",
          "value": 3.4621
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0598
      },
      "coherence_score": 3.4620771408081055,
      "coherence_diagnostics": {
        "tau": 3.4620771408081055,
        "grad_tau": 0.40390923619270325,
        "torsion": 0.0,
        "alignment": 0.3530017137527466,
        "S_field": 1.4391107559204102,
        "Gamma_field": 0.21647989749908447,
        "S_over_Gamma": 6.647779941558838,
        "Da": 13.106559753417969,
        "E_coh": 0.9652132987976074,
        "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": [
          [
            [
              -79.93,
              27.87
            ],
            [
              -79.88,
              27.87
            ],
            [
              -79.88,
              27.84
            ],
            [
              -79.9,
              27.8
            ],
            [
              -79.95,
              27.8
            ],
            [
              -79.95,
              27.82
            ],
            [
              -79.94,
              27.83
            ],
            [
              -79.95,
              27.84
            ],
            [
              -79.95,
              27.86
            ],
            [
              -79.93,
              27.87
            ]
          ]
        ]
      },
      "raw_probability": 0.0598,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "ba7278bec7600579180e3271032c980c0fdaa5974aa0730da4f42cf756bdbd28",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.0598,
        "probability": 0.000707,
        "confidence_lo": 0.000693,
        "confidence_hi": 0.000707,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "727a003ce649012725463b119b8b32dbe1fad3904ffe4d765ad4b63e22858488",
        "signature": {
          "alg": "ed25519",
          "sig": "59703222e275b93c369f9a7d859ccbbab8cec452cdef4b3027f2969049757739e6d0b45d06ab7030295c9838d50a64b3c5d872474bfb2a0cd954b30d627dda02"
        }
      },
      "receipt_sha256": "727a003ce649012725463b119b8b32dbe1fad3904ffe4d765ad4b63e22858488"
    },
    {
      "storm_id": "272996",
      "lat": 25.548,
      "lon": -83.9945,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3525.0,
      "ebshear": 9.0,
      "srh01": 8.0,
      "maxllaz": 0.001,
      "mesh": 0.13,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.5862
        },
        {
          "name": "alignment",
          "value": -0.5184
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0596
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.7207238674163818,
        "torsion": 0.0,
        "alignment": -0.5183620452880859,
        "S_field": 1.53757905960083,
        "Gamma_field": 0.2006465643644333,
        "S_over_Gamma": 7.663121700286865,
        "Da": 11.574947357177734,
        "E_coh": 0.9772984981536865,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.04,
              25.62
            ],
            [
              -83.99,
              25.61
            ],
            [
              -83.97,
              25.59
            ],
            [
              -83.96,
              25.59
            ],
            [
              -83.95,
              25.55
            ],
            [
              -83.94,
              25.54
            ],
            [
              -83.91,
              25.54
            ],
            [
              -83.91,
              25.51
            ],
            [
              -83.93,
              25.52
            ],
            [
              -83.94,
              25.52
            ],
            [
              -83.96,
              25.5
            ],
            [
              -83.97,
              25.51
            ],
            [
              -84.01,
              25.51
            ],
            [
              -84.02,
              25.5
            ],
            [
              -84.03,
              25.51
            ],
            [
              -84.06,
              25.51
            ],
            [
              -84.09,
              25.55
            ],
            [
              -84.09,
              25.57
            ],
            [
              -84.08,
              25.59
            ],
            [
              -84.04,
              25.62
            ]
          ]
        ]
      },
      "raw_probability": 0.0596,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "4947d1553cfa041a7ca7281ab48753be91a714ba9e4ba7b0832c336937be4380",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.0596,
        "probability": 0.000707,
        "confidence_lo": 0.000693,
        "confidence_hi": 0.000707,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "484e219ef5b17cc61358241950107214ad58db0b0c3ebefaeb374db7d96772bd",
        "signature": {
          "alg": "ed25519",
          "sig": "8374dd32f278ddc741f559eb85878639f134069b5f225452f4bb1eb8052ed64e7dea6ebe0b412cccefc956c6ca144d1075a0739b15848841b9868007f4bd7d0a"
        }
      },
      "receipt_sha256": "484e219ef5b17cc61358241950107214ad58db0b0c3ebefaeb374db7d96772bd"
    },
    {
      "storm_id": "272924",
      "lat": 45.7611,
      "lon": -118.8422,
      "motion_east": 5.4,
      "motion_south": -5.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 236.0,
      "ebshear": 19.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.03,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.0862
        },
        {
          "name": "alignment",
          "value": -0.2869
        },
        {
          "name": "tau",
          "value": 0.3548
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0578
      },
      "coherence_score": 0.35479432344436646,
      "coherence_diagnostics": {
        "tau": 0.35479432344436646,
        "grad_tau": 0.03912629187107086,
        "torsion": 0.0,
        "alignment": -0.2869179844856262,
        "S_field": 0.06323465704917908,
        "Gamma_field": 0.16481323540210724,
        "S_over_Gamma": 0.38367462158203125,
        "Da": 9.851078987121582,
        "E_coh": 0.3754161298274994,
        "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": [
          [
            [
              -118.84,
              45.8
            ],
            [
              -118.8,
              45.8
            ],
            [
              -118.8,
              45.78
            ],
            [
              -118.85,
              45.73
            ],
            [
              -118.85,
              45.72
            ],
            [
              -118.86,
              45.72
            ],
            [
              -118.87,
              45.73
            ],
            [
              -118.87,
              45.77
            ],
            [
              -118.84,
              45.8
            ]
          ]
        ]
      },
      "raw_probability": 0.0578,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "df5cbef70fd1b9fe8558c6efba177d84deb510da431bfc9b0b13694ec3772213",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.0578,
        "probability": 0.000707,
        "confidence_lo": 0.000693,
        "confidence_hi": 0.000707,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0e19d083ca95f47078930c47f40911e93512e3fc8cdc539068df7f9373528fe7",
        "signature": {
          "alg": "ed25519",
          "sig": "944d1c22650663b77f874326531ecb7c16493b677014d9683542aecf73a1a3ac10268ee10fb371e3589762232bcdadda798b173a95531c779c60a341ad6c5808"
        }
      },
      "receipt_sha256": "0e19d083ca95f47078930c47f40911e93512e3fc8cdc539068df7f9373528fe7"
    },
    {
      "storm_id": "273051",
      "lat": 26.725,
      "lon": -83.7277,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3125.0,
      "ebshear": 14.0,
      "srh01": 3.0,
      "maxllaz": 0.001,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.9612
        },
        {
          "name": "alignment",
          "value": -0.3308
        },
        {
          "name": "tau",
          "value": 2.6636
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0578
      },
      "coherence_score": 2.6636128425598145,
      "coherence_diagnostics": {
        "tau": 2.6636128425598145,
        "grad_tau": 0.514825701713562,
        "torsion": 0.0,
        "alignment": -0.33081674575805664,
        "S_field": 1.5936038494110107,
        "Gamma_field": 0.19231323897838593,
        "S_over_Gamma": 8.286500930786133,
        "Da": 10.944578170776367,
        "E_coh": 0.9906400442123413,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.74,
              26.75
            ],
            [
              -83.73,
              26.75
            ],
            [
              -83.72,
              26.75
            ],
            [
              -83.71,
              26.75
            ],
            [
              -83.7,
              26.75
            ],
            [
              -83.69,
              26.74
            ],
            [
              -83.69,
              26.73
            ],
            [
              -83.69,
              26.72
            ],
            [
              -83.69,
              26.71
            ],
            [
              -83.7,
              26.7
            ],
            [
              -83.71,
              26.7
            ],
            [
              -83.72,
              26.7
            ],
            [
              -83.73,
              26.7
            ],
            [
              -83.74,
              26.7
            ],
            [
              -83.75,
              26.71
            ],
            [
              -83.76,
              26.72
            ],
            [
              -83.77,
              26.71
            ],
            [
              -83.77,
              26.72
            ],
            [
              -83.76,
              26.72
            ],
            [
              -83.75,
              26.73
            ],
            [
              -83.75,
              26.74
            ],
            [
              -83.74,
              26.75
            ]
          ]
        ]
      },
      "raw_probability": 0.0578,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "df5cbef70fd1b9fe8558c6efba177d84deb510da431bfc9b0b13694ec3772213",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.0578,
        "probability": 0.000707,
        "confidence_lo": 0.000693,
        "confidence_hi": 0.000707,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0e19d083ca95f47078930c47f40911e93512e3fc8cdc539068df7f9373528fe7",
        "signature": {
          "alg": "ed25519",
          "sig": "944d1c22650663b77f874326531ecb7c16493b677014d9683542aecf73a1a3ac10268ee10fb371e3589762232bcdadda798b173a95531c779c60a341ad6c5808"
        }
      },
      "receipt_sha256": "0e19d083ca95f47078930c47f40911e93512e3fc8cdc539068df7f9373528fe7"
    },
    {
      "storm_id": "272754",
      "lat": 26.5861,
      "lon": -83.8739,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3171.0,
      "ebshear": 15.0,
      "srh01": 8.0,
      "maxllaz": 0.001,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.9612
        },
        {
          "name": "alignment",
          "value": -0.3308
        },
        {
          "name": "tau",
          "value": 2.6636
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.057
      },
      "coherence_score": 2.6636128425598145,
      "coherence_diagnostics": {
        "tau": 2.6636128425598145,
        "grad_tau": 0.514825701713562,
        "torsion": 0.0,
        "alignment": -0.33081674575805664,
        "S_field": 1.5936038494110107,
        "Gamma_field": 0.19231323897838593,
        "S_over_Gamma": 8.286500930786133,
        "Da": 10.944578170776367,
        "E_coh": 0.9906400442123413,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.92,
              26.71
            ],
            [
              -83.84,
              26.71
            ],
            [
              -83.83,
              26.69
            ],
            [
              -83.83,
              26.66
            ],
            [
              -83.85,
              26.62
            ],
            [
              -83.87,
              26.61
            ],
            [
              -83.87,
              26.59
            ],
            [
              -83.86,
              26.58
            ],
            [
              -83.86,
              26.56
            ],
            [
              -83.82,
              26.52
            ],
            [
              -83.81,
              26.52
            ],
            [
              -83.83,
              26.49
            ],
            [
              -83.83,
              26.46
            ],
            [
              -83.87,
              26.42
            ],
            [
              -83.91,
              26.42
            ],
            [
              -83.91,
              26.52
            ],
            [
              -83.88,
              26.56
            ],
            [
              -83.88,
              26.59
            ],
            [
              -83.9,
              26.61
            ],
            [
              -83.93,
              26.61
            ],
            [
              -83.94,
              26.63
            ],
            [
              -83.94,
              26.69
            ],
            [
              -83.92,
              26.71
            ]
          ]
        ]
      },
      "raw_probability": 0.057,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "b01f6a3ee44adedec4ddfa06f2ac12de33e3c03ae767d1304e1708e1d60fe7ea",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.057,
        "probability": 0.000707,
        "confidence_lo": 0.000693,
        "confidence_hi": 0.000707,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "29b09020428ae2f24165b8ba300735e9034e9e8ff6d1d20fa01c6e65d357d204",
        "signature": {
          "alg": "ed25519",
          "sig": "87d54d0e3b4552bb122538a8a7c7d5b481f1a141d9fcef69490d73bad780b2b16301ff0587d0eedd0b7d09718353cbc8069bec3f7900f0dda802cabc1bbeba0a"
        }
      },
      "receipt_sha256": "29b09020428ae2f24165b8ba300735e9034e9e8ff6d1d20fa01c6e65d357d204"
    },
    {
      "storm_id": "272966",
      "lat": 41.709,
      "lon": -98.799,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 436.0,
      "ebshear": 15.0,
      "srh01": 31.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.5862
        },
        {
          "name": "alignment",
          "value": -2.8465
        },
        {
          "name": "tau",
          "value": 0.6206
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0568
      },
      "coherence_score": 0.6206152439117432,
      "coherence_diagnostics": {
        "tau": 0.6206152439117432,
        "grad_tau": 0.13501499593257904,
        "torsion": 0.0,
        "alignment": -2.846464157104492,
        "S_field": 0.18743669986724854,
        "Gamma_field": 0.9698132276535034,
        "S_over_Gamma": 0.19327092170715332,
        "Da": 55.78928756713867,
        "E_coh": 0.34292998909950256,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.82,
              41.74
            ],
            [
              -98.77,
              41.74
            ],
            [
              -98.76,
              41.73
            ],
            [
              -98.76,
              41.69
            ],
            [
              -98.77,
              41.67
            ],
            [
              -98.81,
              41.67
            ],
            [
              -98.82,
              41.68
            ],
            [
              -98.83,
              41.7
            ],
            [
              -98.83,
              41.73
            ],
            [
              -98.82,
              41.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0568,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "1655f89ec379194ff0296f8e71c8f2ac0c2f6ef83405edca9fa94b8fc04a0229",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.0568,
        "probability": 0.000707,
        "confidence_lo": 0.000693,
        "confidence_hi": 0.000707,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8cd979c89fffe8d2553e7bd429bab0ab24ea15e79c0ec705d5a762eca4ff5369",
        "signature": {
          "alg": "ed25519",
          "sig": "7b006c4b176e3a6062a9994a6bbe2d4ad30019e2e28bd0428a3ed1687de02fa2f9bcedc7b4773a3277470d59233be22254475448ae0284ee2395a54760877f06"
        }
      },
      "receipt_sha256": "8cd979c89fffe8d2553e7bd429bab0ab24ea15e79c0ec705d5a762eca4ff5369"
    },
    {
      "storm_id": "272815",
      "lat": 27.304,
      "lon": -81.0557,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3951.0,
      "ebshear": 9.0,
      "srh01": 18.0,
      "maxllaz": 0.002,
      "mesh": 0.13,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.0862
        },
        {
          "name": "alignment",
          "value": -0.1952
        },
        {
          "name": "tau",
          "value": 3.2563
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0562
      },
      "coherence_score": 3.2562923431396484,
      "coherence_diagnostics": {
        "tau": 3.2562923431396484,
        "grad_tau": 0.4373894929885864,
        "torsion": 0.0,
        "alignment": -0.19522958993911743,
        "S_field": 0.9917421340942383,
        "Gamma_field": 0.21814656257629395,
        "S_over_Gamma": 4.546219348907471,
        "Da": 13.025794982910156,
        "E_coh": 0.9546045064926147,
        "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": [
          [
            [
              -81.13,
              27.37
            ],
            [
              -81.12,
              27.36
            ],
            [
              -81.11,
              27.36
            ],
            [
              -81.1,
              27.36
            ],
            [
              -81.09,
              27.35
            ],
            [
              -81.08,
              27.34
            ],
            [
              -81.07,
              27.33
            ],
            [
              -81.06,
              27.33
            ],
            [
              -81.05,
              27.33
            ],
            [
              -81.04,
              27.32
            ],
            [
              -81.03,
              27.32
            ],
            [
              -81.02,
              27.32
            ],
            [
              -81.01,
              27.32
            ],
            [
              -81.0,
              27.33
            ],
            [
              -80.99,
              27.33
            ],
            [
              -80.98,
              27.34
            ],
            [
              -80.97,
              27.33
            ],
            [
              -80.96,
              27.34
            ],
            [
              -80.96,
              27.33
            ],
            [
              -80.95,
              27.32
            ],
            [
              -80.94,
              27.33
            ],
            [
              -80.94,
              27.34
            ],
            [
              -80.93,
              27.35
            ],
            [
              -80.93,
              27.34
            ],
            [
              -80.93,
              27.33
            ],
            [
              -80.93,
              27.32
            ],
            [
              -80.94,
              27.32
            ],
            [
              -80.95,
              27.32
            ],
            [
              -80.96,
              27.32
            ],
            [
              -80.97,
              27.31
            ],
            [
              -80.98,
              27.3
            ],
            [
              -80.98,
              27.29
            ],
            [
              -80.98,
              27.28
            ],
            [
              -80.98,
              27.27
            ],
            [
              -80.99,
              27.26
            ],
            [
              -81.0,
              27.25
            ],
            [
              -81.01,
              27.25
            ],
            [
              -81.02,
              27.24
            ],
            [
              -81.03,
              27.24
            ],
            [
              -81.04,
              27.24
            ],
            [
              -81.05,
              27.24
            ],
            [
              -81.06,
              27.23
            ],
            [
              -81.07,
              27.23
            ],
            [
              -81.08,
              27.23
            ],
            [
              -81.09,
              27.23
            ],
            [
              -81.1,
              27.24
            ],
            [
              -81.11,
              27.24
            ],
            [
              -81.12,
              27.24
            ],
            [
              -81.13,
              27.24
            ],
            [
              -81.14,
              27.25
            ],
            [
              -81.15,
              27.26
            ],
            [
              -81.16,
              27.26
            ],
            [
              -81.17,
              27.27
            ],
            [
              -81.18,
              27.28
            ],
            [
              -81.18,
              27.29
            ],
            [
              -81.19,
              27.3
            ],
            [
              -81.19,
              27.31
            ],
            [
              -81.19,
              27.32
            ],
            [
              -81.18,
              27.33
            ],
            [
              -81.18,
              27.34
            ],
            [
              -81.17,
              27.35
            ],
            [
              -81.16,
              27.36
            ],
            [
              -81.15,
              27.36
            ],
            [
              -81.14,
              27.36
            ],
            [
              -81.13,
              27.37
            ]
          ]
        ]
      },
      "raw_probability": 0.0562,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "f548c40a96b668a9e85d1b302c6be3c55a34fbe5c9a834ac4af394169efba132",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.0562,
        "probability": 0.000707,
        "confidence_lo": 0.000693,
        "confidence_hi": 0.000707,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "700998d6681444572bb9f48727a43a3124aade48b0d0eb14e078b2c4e5f48ed3",
        "signature": {
          "alg": "ed25519",
          "sig": "b9b67b8fcb6c0481500566691692dd331593ba20ecfb9d952aaa660ad0d5d4c798e80dbba97fbc1828d1907fd14c0e8dbf0e6854a2e06697422deac2038a0f04"
        }
      },
      "receipt_sha256": "700998d6681444572bb9f48727a43a3124aade48b0d0eb14e078b2c4e5f48ed3"
    },
    {
      "storm_id": "273004",
      "lat": 28.0511,
      "lon": -79.9,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3815.0,
      "ebshear": 12.0,
      "srh01": 21.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.5862
        },
        {
          "name": "alignment",
          "value": -0.3404
        },
        {
          "name": "tau",
          "value": 3.6102
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0538
      },
      "coherence_score": 3.6102399826049805,
      "coherence_diagnostics": {
        "tau": 3.6102399826049805,
        "grad_tau": 0.09243901073932648,
        "torsion": 0.0,
        "alignment": -0.3403821587562561,
        "S_field": 1.0798293352127075,
        "Gamma_field": 0.2264799028635025,
        "S_over_Gamma": 4.767881393432617,
        "Da": 13.908628463745117,
        "E_coh": 0.9627025127410889,
        "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": [
          [
            [
              -79.9,
              28.09
            ],
            [
              -79.88,
              28.09
            ],
            [
              -79.87,
              28.08
            ],
            [
              -79.87,
              28.03
            ],
            [
              -79.86,
              28.02
            ],
            [
              -79.9,
              28.0
            ],
            [
              -79.96,
              28.0
            ],
            [
              -79.96,
              28.06
            ],
            [
              -79.9,
              28.09
            ]
          ]
        ]
      },
      "raw_probability": 0.0538,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "d973d78f22c14c1b781411a5a125978de66134aa3a57440f4fbd79380a587611",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.0538,
        "probability": 0.000707,
        "confidence_lo": 0.000693,
        "confidence_hi": 0.000707,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c9bac8ef4d931f15ddeb637e0a14d739a9d8f17ea02f6d2b65ca11b96b5b9197",
        "signature": {
          "alg": "ed25519",
          "sig": "b203d3ffc67244f4c646c8e9d5549c6a61f7b2aa19cbbe69b4cda09fa2ee4191b61226b2fedd96674e9ff54be514d09bf372c46fb04d26c401e5f829ae312b09"
        }
      },
      "receipt_sha256": "c9bac8ef4d931f15ddeb637e0a14d739a9d8f17ea02f6d2b65ca11b96b5b9197"
    },
    {
      "storm_id": "272893",
      "lat": 27.0791,
      "lon": -81.2268,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3734.0,
      "ebshear": 11.0,
      "srh01": 17.0,
      "maxllaz": 0.002,
      "mesh": 0.15,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.5862
        },
        {
          "name": "alignment",
          "value": 1.5925
        },
        {
          "name": "tau",
          "value": 2.6847
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0534
      },
      "coherence_score": 2.684722423553467,
      "coherence_diagnostics": {
        "tau": 2.684722423553467,
        "grad_tau": 0.7766090035438538,
        "torsion": 0.0,
        "alignment": 1.592464566230774,
        "S_field": 0.9229955673217773,
        "Gamma_field": 0.23064656555652618,
        "S_over_Gamma": 4.001774787902832,
        "Da": 13.651519775390625,
        "E_coh": 0.9838016629219055,
        "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": [
          [
            [
              -81.27,
              27.15
            ],
            [
              -81.23,
              27.15
            ],
            [
              -81.17,
              27.12
            ],
            [
              -81.17,
              27.11
            ],
            [
              -81.15,
              27.1
            ],
            [
              -81.11,
              27.06
            ],
            [
              -81.11,
              27.05
            ],
            [
              -81.12,
              27.04
            ],
            [
              -81.14,
              27.04
            ],
            [
              -81.15,
              27.05
            ],
            [
              -81.21,
              27.05
            ],
            [
              -81.22,
              27.06
            ],
            [
              -81.25,
              27.06
            ],
            [
              -81.27,
              27.04
            ],
            [
              -81.26,
              27.02
            ],
            [
              -81.32,
              27.02
            ],
            [
              -81.33,
              27.04
            ],
            [
              -81.33,
              27.08
            ],
            [
              -81.32,
              27.1
            ],
            [
              -81.3,
              27.11
            ],
            [
              -81.29,
              27.14
            ],
            [
              -81.27,
              27.15
            ]
          ]
        ]
      },
      "raw_probability": 0.0534,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "5dca48af6f5b77fb8d8c76b5f7f63fa00067d0a83636ad47b008e039f7699a15",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.0534,
        "probability": 0.000707,
        "confidence_lo": 0.000693,
        "confidence_hi": 0.000707,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1f33b110749252eb7b47717aebb2688932e3fb16004d79db898baa8cea771af2",
        "signature": {
          "alg": "ed25519",
          "sig": "3c575ec9e363c0b6f72a5851101c23e5a4b195e3c33409ae353730743d0480810c25ba60370c65db0a2ee49469a5a1eef0f6fd6bcab4d3d754ba24c8db2a770e"
        }
      },
      "receipt_sha256": "1f33b110749252eb7b47717aebb2688932e3fb16004d79db898baa8cea771af2"
    },
    {
      "storm_id": "272936",
      "lat": 26.546,
      "lon": -84.087,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2998.0,
      "ebshear": 14.0,
      "srh01": 10.0,
      "maxllaz": 0.001,
      "mesh": 0.31,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.9612
        },
        {
          "name": "alignment",
          "value": -0.3308
        },
        {
          "name": "tau",
          "value": 2.6636
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.053
      },
      "coherence_score": 2.6636128425598145,
      "coherence_diagnostics": {
        "tau": 2.6636128425598145,
        "grad_tau": 0.514825701713562,
        "torsion": 0.0,
        "alignment": -0.33081674575805664,
        "S_field": 1.5936038494110107,
        "Gamma_field": 0.19231323897838593,
        "S_over_Gamma": 8.286500930786133,
        "Da": 10.944578170776367,
        "E_coh": 0.9906400442123413,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.09,
              26.58
            ],
            [
              -84.07,
              26.58
            ],
            [
              -84.06,
              26.57
            ],
            [
              -84.05,
              26.55
            ],
            [
              -84.06,
              26.52
            ],
            [
              -84.09,
              26.5
            ],
            [
              -84.1,
              26.51
            ],
            [
              -84.13,
              26.51
            ],
            [
              -84.13,
              26.56
            ],
            [
              -84.09,
              26.58
            ]
          ]
        ]
      },
      "raw_probability": 0.053,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "c48334b32d898da5b29e13b38daff6715062495a5dfec3bae88676e8cefc2705",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.053,
        "probability": 0.000707,
        "confidence_lo": 0.000693,
        "confidence_hi": 0.000707,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "15c049a7e91869fc27a22d62b0ff1d4a38c6d2a756ec6971d633f942fa50835d",
        "signature": {
          "alg": "ed25519",
          "sig": "42ba7b6cd5c51d58f49c4fa428295fc4fc73616b460b4a114fee55710bbf84153842427e9777abca52416c145f2e914eba65700084a0474691397443cd7c4f01"
        }
      },
      "receipt_sha256": "15c049a7e91869fc27a22d62b0ff1d4a38c6d2a756ec6971d633f942fa50835d"
    },
    {
      "storm_id": "273023",
      "lat": 43.6863,
      "lon": -106.3063,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 612.0,
      "ebshear": 23.0,
      "srh01": 13.0,
      "maxllaz": 0.003,
      "mesh": 0.16,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.7112
        },
        {
          "name": "alignment",
          "value": 5.3439
        },
        {
          "name": "tau",
          "value": 0.552
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0522
      },
      "coherence_score": 0.5519567131996155,
      "coherence_diagnostics": {
        "tau": 0.5519567131996155,
        "grad_tau": 0.08868037164211273,
        "torsion": 0.0,
        "alignment": 5.343867778778076,
        "S_field": 0.19324752688407898,
        "Gamma_field": 0.5289798974990845,
        "S_over_Gamma": 0.3653211295604706,
        "Da": 31.82308578491211,
        "E_coh": 0.1364479959011078,
        "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": [
          [
            [
              -106.34,
              43.72
            ],
            [
              -106.29,
              43.72
            ],
            [
              -106.28,
              43.71
            ],
            [
              -106.28,
              43.66
            ],
            [
              -106.27,
              43.64
            ],
            [
              -106.31,
              43.66
            ],
            [
              -106.34,
              43.66
            ],
            [
              -106.34,
              43.72
            ]
          ]
        ]
      },
      "raw_probability": 0.0522,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "02fcc536fb6f19f1349066b91a7c46fb899c9afd7e9f902b3f2ffbfa06584a31",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.0522,
        "probability": 0.000707,
        "confidence_lo": 0.000693,
        "confidence_hi": 0.000707,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7e0d7566226642689cb4189f645b68bff81dfbdcafa29c2540972b384a68db48",
        "signature": {
          "alg": "ed25519",
          "sig": "2b1a92cbd4e23a492fd8b7a89679842aa2403b96288cb5e76aa4d6a16f81fed54fc3eafb199e6c93015733d736f1361569f8d60860b8e75f80d7f9fbd1d4410b"
        }
      },
      "receipt_sha256": "7e0d7566226642689cb4189f645b68bff81dfbdcafa29c2540972b384a68db48"
    },
    {
      "storm_id": "272674",
      "lat": 26.565,
      "lon": -84.3694,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2969.0,
      "ebshear": 13.0,
      "srh01": 9.0,
      "maxllaz": 0.002,
      "mesh": 0.21,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.9612
        },
        {
          "name": "alignment",
          "value": -0.3308
        },
        {
          "name": "tau",
          "value": 2.6636
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0511
      },
      "coherence_score": 2.6636128425598145,
      "coherence_diagnostics": {
        "tau": 2.6636128425598145,
        "grad_tau": 0.514825701713562,
        "torsion": 0.0,
        "alignment": -0.33081674575805664,
        "S_field": 1.5936038494110107,
        "Gamma_field": 0.19231323897838593,
        "S_over_Gamma": 8.286500930786133,
        "Da": 10.944578170776367,
        "E_coh": 0.9906400442123413,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.33,
              26.67
            ],
            [
              -84.29,
              26.67
            ],
            [
              -84.25,
              26.62
            ],
            [
              -84.25,
              26.56
            ],
            [
              -84.27,
              26.54
            ],
            [
              -84.28,
              26.5
            ],
            [
              -84.37,
              26.5
            ],
            [
              -84.4,
              26.48
            ],
            [
              -84.45,
              26.48
            ],
            [
              -84.47,
              26.5
            ],
            [
              -84.48,
              26.5
            ],
            [
              -84.48,
              26.52
            ],
            [
              -84.46,
              26.56
            ],
            [
              -84.45,
              26.57
            ],
            [
              -84.39,
              26.57
            ],
            [
              -84.35,
              26.61
            ],
            [
              -84.35,
              26.65
            ],
            [
              -84.33,
              26.67
            ]
          ]
        ]
      },
      "raw_probability": 0.0511,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "430379c38008d899bb69b3f07c0070d3ad35894fd3f8fbea7f0de189d66789d3",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.0511,
        "probability": 0.000707,
        "confidence_lo": 0.000693,
        "confidence_hi": 0.000707,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "531384846f30f2c382f8e495ed2057cd86dec06849bcec4117c755e320e7d917",
        "signature": {
          "alg": "ed25519",
          "sig": "4258a8e76044047873f01a284a41abb7545638cf1896af35bfdbfe6c6fc4446b4917714e9ce495f6ac472a5f5001fa2b59acc8863342ba680a2e6f476d659c0e"
        }
      },
      "receipt_sha256": "531384846f30f2c382f8e495ed2057cd86dec06849bcec4117c755e320e7d917"
    },
    {
      "storm_id": "273054",
      "lat": 49.778,
      "lon": -110.518,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 11.0,
      "ebshear": 3.0,
      "srh01": 1.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 12.9612
        },
        {
          "name": "alignment",
          "value": -0.1066
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0508
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.28237900137901306,
        "torsion": 0.0,
        "alignment": -0.10663795471191406,
        "S_field": 0.1591629683971405,
        "Gamma_field": 0.19564656913280487,
        "S_over_Gamma": 0.8135229349136353,
        "Da": 12.130069732666016,
        "E_coh": 0.43043991923332214,
        "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": [
          [
            [
              -110.55,
              49.81
            ],
            [
              -110.47,
              49.81
            ],
            [
              -110.47,
              49.73
            ],
            [
              -110.55,
              49.73
            ],
            [
              -110.55,
              49.81
            ]
          ]
        ]
      },
      "raw_probability": 0.0508,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "35478c77f348e20a3090b25d3d2ddddc2ba2a5f1f6d7f95f16369774e86e200e",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.0508,
        "probability": 0.000707,
        "confidence_lo": 0.000693,
        "confidence_hi": 0.000707,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b5a66574d303d3bc35a1ba1a25e82e0075f13ceaaa6a6faa9747583014c575db",
        "signature": {
          "alg": "ed25519",
          "sig": "4575a88f3e854485059d459bf2a86e3e6f99949b26465e4502dd395462201e8df1e42a2c74c90de3c6ca0d3d5a60f35121a283981c47c0dfaa3576e5b50e9b09"
        }
      },
      "receipt_sha256": "b5a66574d303d3bc35a1ba1a25e82e0075f13ceaaa6a6faa9747583014c575db"
    },
    {
      "storm_id": "272950",
      "lat": 28.272,
      "lon": -79.628,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3656.0,
      "ebshear": 10.0,
      "srh01": 6.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.4612
        },
        {
          "name": "alignment",
          "value": 0.6581
        },
        {
          "name": "tau",
          "value": 3.598
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.05
      },
      "coherence_score": 3.597989082336426,
      "coherence_diagnostics": {
        "tau": 3.597989082336426,
        "grad_tau": 0.09563111513853073,
        "torsion": 0.0,
        "alignment": 0.6581040620803833,
        "S_field": 1.1068307161331177,
        "Gamma_field": 0.22814656794071198,
        "S_over_Gamma": 4.8514018058776855,
        "Da": 14.13750171661377,
        "E_coh": 0.9676990509033203,
        "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": [
          [
            [
              -79.64,
              28.31
            ],
            [
              -79.6,
              28.31
            ],
            [
              -79.58,
              28.29
            ],
            [
              -79.58,
              28.24
            ],
            [
              -79.59,
              28.23
            ],
            [
              -79.66,
              28.23
            ],
            [
              -79.67,
              28.25
            ],
            [
              -79.66,
              28.26
            ],
            [
              -79.66,
              28.29
            ],
            [
              -79.64,
              28.31
            ]
          ]
        ]
      },
      "raw_probability": 0.05,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "7f925b2036e92fe2f1f0697c3aedfff74d719c1ee2cb6b739d7c30484e75972c",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.05,
        "probability": 0.000707,
        "confidence_lo": 0.000693,
        "confidence_hi": 0.000707,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b1e5a02456d765d391e2bd06fad9887a2e3fe9805089b576f9c8f59a942e2d2d",
        "signature": {
          "alg": "ed25519",
          "sig": "5e3ef67eae57f6720549318a94f0b74701ddc3da0d18e8ec324c8ab518e4cebf01d891d7c26e247653cead4cdc86ed09ac282be02343e3c09a5ff12b8d89f70b"
        }
      },
      "receipt_sha256": "b1e5a02456d765d391e2bd06fad9887a2e3fe9805089b576f9c8f59a942e2d2d"
    },
    {
      "storm_id": "272952",
      "lat": 26.138,
      "lon": -84.266,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3194.0,
      "ebshear": 14.0,
      "srh01": 16.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2112
        },
        {
          "name": "alignment",
          "value": -0.2851
        },
        {
          "name": "tau",
          "value": 1.7207
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.05
      },
      "coherence_score": 1.7207238674163818,
      "coherence_diagnostics": {
        "tau": 1.7207238674163818,
        "grad_tau": 1.3336797952651978,
        "torsion": 0.0,
        "alignment": -0.28510192036628723,
        "S_field": 1.2222710847854614,
        "Gamma_field": 0.20397989451885223,
        "S_over_Gamma": 5.992115497589111,
        "Da": 11.56461238861084,
        "E_coh": 0.9788423776626587,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.3,
              26.18
            ],
            [
              -84.26,
              26.18
            ],
            [
              -84.22,
              26.14
            ],
            [
              -84.22,
              26.1
            ],
            [
              -84.23,
              26.09
            ],
            [
              -84.24,
              26.1
            ],
            [
              -84.27,
              26.1
            ],
            [
              -84.31,
              26.14
            ],
            [
              -84.31,
              26.17
            ],
            [
              -84.3,
              26.18
            ]
          ]
        ]
      },
      "raw_probability": 0.05,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "7f925b2036e92fe2f1f0697c3aedfff74d719c1ee2cb6b739d7c30484e75972c",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.05,
        "probability": 0.000707,
        "confidence_lo": 0.000693,
        "confidence_hi": 0.000707,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b1e5a02456d765d391e2bd06fad9887a2e3fe9805089b576f9c8f59a942e2d2d",
        "signature": {
          "alg": "ed25519",
          "sig": "5e3ef67eae57f6720549318a94f0b74701ddc3da0d18e8ec324c8ab518e4cebf01d891d7c26e247653cead4cdc86ed09ac282be02343e3c09a5ff12b8d89f70b"
        }
      },
      "receipt_sha256": "b1e5a02456d765d391e2bd06fad9887a2e3fe9805089b576f9c8f59a942e2d2d"
    },
    {
      "storm_id": "273038",
      "lat": 45.575,
      "lon": -119.2125,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 269.0,
      "ebshear": 17.0,
      "srh01": 0.0,
      "maxllaz": 0.005,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.0862
        },
        {
          "name": "alignment",
          "value": -0.2869
        },
        {
          "name": "tau",
          "value": 0.3548
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0498
      },
      "coherence_score": 0.35479432344436646,
      "coherence_diagnostics": {
        "tau": 0.35479432344436646,
        "grad_tau": 0.03912629187107086,
        "torsion": 0.0,
        "alignment": -0.2869179844856262,
        "S_field": 0.06323465704917908,
        "Gamma_field": 0.16481323540210724,
        "S_over_Gamma": 0.38367462158203125,
        "Da": 9.851078987121582,
        "E_coh": 0.3754161298274994,
        "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": [
          [
            [
              -119.21,
              45.61
            ],
            [
              -119.18,
              45.61
            ],
            [
              -119.17,
              45.6
            ],
            [
              -119.17,
              45.58
            ],
            [
              -119.2,
              45.55
            ],
            [
              -119.2,
              45.53
            ],
            [
              -119.21,
              45.52
            ],
            [
              -119.27,
              45.52
            ],
            [
              -119.27,
              45.57
            ],
            [
              -119.24,
              45.6
            ],
            [
              -119.22,
              45.6
            ],
            [
              -119.21,
              45.61
            ]
          ]
        ]
      },
      "raw_probability": 0.0498,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "a96dbb2793c6fa8e4d528502717200a3bbc0736de04be8facd865f10315123fc",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.0498,
        "probability": 0.000707,
        "confidence_lo": 0.000693,
        "confidence_hi": 0.000707,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "75daf2fa4cbded05511a9efc91dccdc9fe848e00735b999cbcdd89e78f347e13",
        "signature": {
          "alg": "ed25519",
          "sig": "5c9d107518e5cc20c29b054ece350ba6361b71f66b2bcf31b6df821193080553aeffbae30138597bb0b501e1baba8b8fb691258386f6d43a4bfb6f02177ec508"
        }
      },
      "receipt_sha256": "75daf2fa4cbded05511a9efc91dccdc9fe848e00735b999cbcdd89e78f347e13"
    },
    {
      "storm_id": "272490",
      "lat": 43.6284,
      "lon": -102.9979,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 187.0,
      "ebshear": 16.0,
      "srh01": 17.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.5862
        },
        {
          "name": "alignment",
          "value": 2.2602
        },
        {
          "name": "tau",
          "value": 0.7177
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0497
      },
      "coherence_score": 0.7177090644836426,
      "coherence_diagnostics": {
        "tau": 0.7177090644836426,
        "grad_tau": 0.02961580827832222,
        "torsion": 0.0,
        "alignment": 2.260233163833618,
        "S_field": 0.2263750433921814,
        "Gamma_field": 0.21647989749908447,
        "S_over_Gamma": 1.045709252357483,
        "Da": 12.734610557556152,
        "E_coh": 0.47941842675209045,
        "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": [
          [
            [
              -102.94,
              43.69
            ],
            [
              -102.92,
              43.69
            ],
            [
              -102.95,
              43.65
            ],
            [
              -102.96,
              43.62
            ],
            [
              -102.99,
              43.62
            ],
            [
              -103.01,
              43.6
            ],
            [
              -103.01,
              43.58
            ],
            [
              -103.02,
              43.57
            ],
            [
              -103.06,
              43.57
            ],
            [
              -103.07,
              43.58
            ],
            [
              -103.09,
              43.58
            ],
            [
              -103.09,
              43.6
            ],
            [
              -103.05,
              43.61
            ],
            [
              -103.02,
              43.65
            ],
            [
              -102.98,
              43.65
            ],
            [
              -102.97,
              43.66
            ],
            [
              -102.95,
              43.66
            ],
            [
              -102.94,
              43.67
            ],
            [
              -102.94,
              43.69
            ]
          ]
        ]
      },
      "raw_probability": 0.0497,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "7c5f97ef5cde80434630353350d8800c77ef81b8a4119c71a06652cec61091f2",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.0497,
        "probability": 0.000707,
        "confidence_lo": 0.000693,
        "confidence_hi": 0.000707,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0f26a209929931081ada76170a769dacb97b5d62931c5bfeb406403ae6e38eae",
        "signature": {
          "alg": "ed25519",
          "sig": "aed84ba22e094dac5e8e4820d1006b2d8dbc4b963f05fd54ccb1ce271cd719f3403cf5227d2ee0f1b32a015957f73f44a51e4965511df58621904c1f492cff09"
        }
      },
      "receipt_sha256": "0f26a209929931081ada76170a769dacb97b5d62931c5bfeb406403ae6e38eae"
    },
    {
      "storm_id": "273030",
      "lat": 27.0233,
      "lon": -82.3008,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3308.0,
      "ebshear": 13.0,
      "srh01": 17.0,
      "maxllaz": 0.003,
      "mesh": 0.21,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.4612
        },
        {
          "name": "alignment",
          "value": 2.0759
        },
        {
          "name": "tau",
          "value": 2.5967
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0483
      },
      "coherence_score": 2.596733331680298,
      "coherence_diagnostics": {
        "tau": 2.596733331680298,
        "grad_tau": 0.6602404713630676,
        "torsion": 0.0,
        "alignment": 2.07590651512146,
        "S_field": 0.8233944177627563,
        "Gamma_field": 0.23981322348117828,
        "S_over_Gamma": 3.4334821701049805,
        "Da": 13.887147903442383,
        "E_coh": 0.9487800002098083,
        "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": [
          [
            [
              -82.29,
              27.07
            ],
            [
              -82.28,
              27.07
            ],
            [
              -82.28,
              27.05
            ],
            [
              -82.27,
              27.04
            ],
            [
              -82.27,
              26.99
            ],
            [
              -82.29,
              26.96
            ],
            [
              -82.34,
              26.96
            ],
            [
              -82.35,
              26.98
            ],
            [
              -82.35,
              27.01
            ],
            [
              -82.31,
              27.03
            ],
            [
              -82.29,
              27.05
            ],
            [
              -82.29,
              27.07
            ]
          ]
        ]
      },
      "raw_probability": 0.0483,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "1ccc3558310b2d9fb8e8935e48896445811507964969996c9ad27407b7b0e45f",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.0483,
        "probability": 0.000707,
        "confidence_lo": 0.000693,
        "confidence_hi": 0.000707,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f57d491738d3d7eaf5d0f655625c42c4b69a2655c101d8feb313095be5c9d027",
        "signature": {
          "alg": "ed25519",
          "sig": "4058800ec1af8adec4775da7993cbe0d05f36430985d849659de5073bb09b7f514d0afea338a49668e53ba2955e1618b1bc85f39a045fae66354df1f0cf4f106"
        }
      },
      "receipt_sha256": "f57d491738d3d7eaf5d0f655625c42c4b69a2655c101d8feb313095be5c9d027"
    },
    {
      "storm_id": "272591",
      "lat": 26.73,
      "lon": -83.3732,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2995.0,
      "ebshear": 15.0,
      "srh01": 5.0,
      "maxllaz": 0.002,
      "mesh": 0.2,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.7112
        },
        {
          "name": "alignment",
          "value": 1.2968
        },
        {
          "name": "tau",
          "value": 2.6067
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0471
      },
      "coherence_score": 2.6066715717315674,
      "coherence_diagnostics": {
        "tau": 2.6066715717315674,
        "grad_tau": 0.5656964778900146,
        "torsion": 0.0,
        "alignment": 1.2967580556869507,
        "S_field": 1.0303717851638794,
        "Gamma_field": 0.22731323540210724,
        "S_over_Gamma": 4.532827854156494,
        "Da": 13.050259590148926,
        "E_coh": 0.9676274657249451,
        "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": [
          [
            [
              -83.32,
              26.82
            ],
            [
              -83.26,
              26.81
            ],
            [
              -83.24,
              26.79
            ],
            [
              -83.24,
              26.77
            ],
            [
              -83.26,
              26.73
            ],
            [
              -83.31,
              26.69
            ],
            [
              -83.34,
              26.7
            ],
            [
              -83.36,
              26.68
            ],
            [
              -83.36,
              26.63
            ],
            [
              -83.37,
              26.62
            ],
            [
              -83.39,
              26.61
            ],
            [
              -83.45,
              26.61
            ],
            [
              -83.46,
              26.63
            ],
            [
              -83.46,
              26.7
            ],
            [
              -83.49,
              26.74
            ],
            [
              -83.49,
              26.78
            ],
            [
              -83.47,
              26.79
            ],
            [
              -83.44,
              26.79
            ],
            [
              -83.43,
              26.78
            ],
            [
              -83.39,
              26.77
            ],
            [
              -83.36,
              26.8
            ],
            [
              -83.32,
              26.82
            ]
          ]
        ]
      },
      "raw_probability": 0.0471,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "0b2282f1f13653deea1fd26bcc29bf6169128f4cc87b31a6af9dd4655a40adb1",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.0471,
        "probability": 0.000707,
        "confidence_lo": 0.000693,
        "confidence_hi": 0.000707,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ad303de17f2ef354333acdd613951993dff9b55bd0a8c899bfbf40b1160b143c",
        "signature": {
          "alg": "ed25519",
          "sig": "6c75d7e41b39a16c9194371b28846d3142167acbd5fafa7011e85b9aae4be3ead73cc857cd706f1f414e74f0b509ade03c3924ba3056f7253200867a441ed904"
        }
      },
      "receipt_sha256": "ad303de17f2ef354333acdd613951993dff9b55bd0a8c899bfbf40b1160b143c"
    },
    {
      "storm_id": "273036",
      "lat": 45.858,
      "lon": -117.985,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 148.0,
      "ebshear": 16.0,
      "srh01": 9.0,
      "maxllaz": 0.005,
      "mesh": 0.03,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.5862
        },
        {
          "name": "alignment",
          "value": 0.8364
        },
        {
          "name": "tau",
          "value": 0.3648
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0441
      },
      "coherence_score": 0.36483320593833923,
      "coherence_diagnostics": {
        "tau": 0.36483320593833923,
        "grad_tau": 0.03313605859875679,
        "torsion": 0.0,
        "alignment": 0.8364167809486389,
        "S_field": 0.06319814175367355,
        "Gamma_field": 0.15314656496047974,
        "S_over_Gamma": 0.4126644432544708,
        "Da": 9.353676795959473,
        "E_coh": 0.27059561014175415,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -118.0,
              45.9
            ],
            [
              -117.96,
              45.9
            ],
            [
              -117.94,
              45.88
            ],
            [
              -117.94,
              45.85
            ],
            [
              -117.97,
              45.82
            ],
            [
              -117.97,
              45.81
            ],
            [
              -118.01,
              45.81
            ],
            [
              -118.03,
              45.84
            ],
            [
              -118.03,
              45.87
            ],
            [
              -118.0,
              45.9
            ]
          ]
        ]
      },
      "raw_probability": 0.0441,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "1be1ca670555940dd8db5bc612c3bdff1745d976308fe8686f69f0d6dc798b4b",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.0441,
        "probability": 0.000707,
        "confidence_lo": 0.000693,
        "confidence_hi": 0.000707,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bf9a8e9d267208848117c8dfa51624b09dff655e3a0422773cf14505dc90d64d",
        "signature": {
          "alg": "ed25519",
          "sig": "3b7151e03879508fedb1ff4dfcf80f7860bd6f29f119d074a54296283b7ba3bf472d2f77cd37fba790e3a05e12099eca8f4ed4bda2f7a55c50402aacafb19b02"
        }
      },
      "receipt_sha256": "bf9a8e9d267208848117c8dfa51624b09dff655e3a0422773cf14505dc90d64d"
    },
    {
      "storm_id": "273037",
      "lat": 45.887,
      "lon": -117.562,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 120.0,
      "ebshear": 13.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.2112
        },
        {
          "name": "alignment",
          "value": 2.1038
        },
        {
          "name": "tau",
          "value": 0.3301
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0438
      },
      "coherence_score": 0.33008402585983276,
      "coherence_diagnostics": {
        "tau": 0.33008402585983276,
        "grad_tau": 0.039868734776973724,
        "torsion": 0.0,
        "alignment": 2.1038002967834473,
        "S_field": 0.047223709523677826,
        "Gamma_field": 0.1756465584039688,
        "S_over_Gamma": 0.2688564360141754,
        "Da": 10.90522575378418,
        "E_coh": 0.10956825315952301,
        "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": [
          [
            [
              -117.59,
              45.92
            ],
            [
              -117.55,
              45.92
            ],
            [
              -117.53,
              45.91
            ],
            [
              -117.51,
              45.89
            ],
            [
              -117.51,
              45.84
            ],
            [
              -117.56,
              45.84
            ],
            [
              -117.58,
              45.85
            ],
            [
              -117.6,
              45.87
            ],
            [
              -117.6,
              45.91
            ],
            [
              -117.59,
              45.92
            ]
          ]
        ]
      },
      "raw_probability": 0.0438,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "f374a19b7e5558d73dd7cd803697f38571a41d044e4bd5b71dfb2c0d736dea4b",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.0438,
        "probability": 0.000707,
        "confidence_lo": 0.000693,
        "confidence_hi": 0.000707,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f7c1506d31e5c000f3e6db8fe14196361c5a5b245f9a385811c0dccba4cebffc",
        "signature": {
          "alg": "ed25519",
          "sig": "b1674cbfff5deaad2e9971c586a1386f0c1b13a4a1b42344269ec94b7395cbf11953e5a2fe26989b09bc892609cab6cb5bf20d85d9cbab933f2a0d2de9bf1907"
        }
      },
      "receipt_sha256": "f7c1506d31e5c000f3e6db8fe14196361c5a5b245f9a385811c0dccba4cebffc"
    },
    {
      "storm_id": "273060",
      "lat": 35.637,
      "lon": -83.227,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 974.0,
      "ebshear": 10.0,
      "srh01": 12.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.5862
        },
        {
          "name": "alignment",
          "value": 1.5286
        },
        {
          "name": "tau",
          "value": 1.7992
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0435
      },
      "coherence_score": 1.7991697788238525,
      "coherence_diagnostics": {
        "tau": 1.7991697788238525,
        "grad_tau": 0.35278019309043884,
        "torsion": 0.0,
        "alignment": 1.5286192893981934,
        "S_field": 0.817715048789978,
        "Gamma_field": 0.25814658403396606,
        "S_over_Gamma": 3.1676385402679443,
        "Da": 16.499155044555664,
        "E_coh": 0.971877932548523,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.25,
              35.68
            ],
            [
              -83.22,
              35.68
            ],
            [
              -83.21,
              35.67
            ],
            [
              -83.22,
              35.66
            ],
            [
              -83.22,
              35.62
            ],
            [
              -83.2,
              35.6
            ],
            [
              -83.21,
              35.59
            ],
            [
              -83.24,
              35.59
            ],
            [
              -83.25,
              35.6
            ],
            [
              -83.25,
              35.68
            ]
          ]
        ]
      },
      "raw_probability": 0.0435,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "ae86b52135a3e296eade87c8e0516c2c1e32410dfa5d14a1740960ccdef2fce1",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.0435,
        "probability": 0.000707,
        "confidence_lo": 0.000693,
        "confidence_hi": 0.000707,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "96136e578a5a6f84e352f55a250e61b02924cb17eb14e9f4900577bdc49fd14d",
        "signature": {
          "alg": "ed25519",
          "sig": "102163e6c8d900cb2a3ff5a16815fa5bd2c359903cc5fb20af2272672e3bff06b060e7f715553458faeff28c71702266b412cd673314e4f9ad06022a58f7230a"
        }
      },
      "receipt_sha256": "96136e578a5a6f84e352f55a250e61b02924cb17eb14e9f4900577bdc49fd14d"
    },
    {
      "storm_id": "272987",
      "lat": 46.3664,
      "lon": -119.3673,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 87.0,
      "ebshear": 19.0,
      "srh01": 16.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.5862
        },
        {
          "name": "alignment",
          "value": 0.1064
        },
        {
          "name": "tau",
          "value": 0.3012
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0428
      },
      "coherence_score": 0.301224946975708,
      "coherence_diagnostics": {
        "tau": 0.301224946975708,
        "grad_tau": 0.0470239594578743,
        "torsion": 0.0,
        "alignment": 0.10637110471725464,
        "S_field": 0.08255373686552048,
        "Gamma_field": 0.1706465631723404,
        "S_over_Gamma": 0.4837702810764313,
        "Da": 10.083602905273438,
        "E_coh": 0.3119461238384247,
        "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": [
          [
            [
              -119.38,
              46.41
            ],
            [
              -119.35,
              46.41
            ],
            [
              -119.34,
              46.4
            ],
            [
              -119.33,
              46.38
            ],
            [
              -119.33,
              46.35
            ],
            [
              -119.34,
              46.33
            ],
            [
              -119.38,
              46.33
            ],
            [
              -119.39,
              46.32
            ],
            [
              -119.41,
              46.32
            ],
            [
              -119.41,
              46.37
            ],
            [
              -119.38,
              46.41
            ]
          ]
        ]
      },
      "raw_probability": 0.0428,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "bdf4029a430d2217fb55001457c71cee6dd539ab8445b248fff9438ce954d4ff",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.0428,
        "probability": 0.000707,
        "confidence_lo": 0.000693,
        "confidence_hi": 0.000707,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b54212d6d7e86c42b9632311f232d0effd11291537493c709f35f45316ed29f8",
        "signature": {
          "alg": "ed25519",
          "sig": "aa5d67daff3526713fc2690fc041bd82176b27a2c19d2c34a15f159951df36050f2aa5932a3cac88ef792b6f3d7921ff601fb290011cabaf1afe9632ac09b207"
        }
      },
      "receipt_sha256": "b54212d6d7e86c42b9632311f232d0effd11291537493c709f35f45316ed29f8"
    },
    {
      "storm_id": "273039",
      "lat": 42.766,
      "lon": -98.184,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260815_160042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2161.0,
      "ebshear": 17.0,
      "srh01": 25.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.4612
        },
        {
          "name": "alignment",
          "value": -0.8702
        },
        {
          "name": "tau",
          "value": 0.8641
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0417
      },
      "coherence_score": 0.8641366958618164,
      "coherence_diagnostics": {
        "tau": 0.8641366958618164,
        "grad_tau": 0.10755380243062973,
        "torsion": 0.0,
        "alignment": -0.8702282905578613,
        "S_field": 0.21265366673469543,
        "Gamma_field": 0.19731323421001434,
        "S_over_Gamma": 1.0777466297149658,
        "Da": 11.010624885559082,
        "E_coh": 0.38690078258514404,
        "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": [
          [
            [
              -98.19,
              42.81
            ],
            [
              -98.16,
              42.81
            ],
            [
              -98.14,
              42.78
            ],
            [
              -98.14,
              42.73
            ],
            [
              -98.16,
              42.72
            ],
            [
              -98.18,
              42.72
            ],
            [
              -98.22,
              42.74
            ],
            [
              -98.23,
              42.76
            ],
            [
              -98.23,
              42.78
            ],
            [
              -98.19,
              42.81
            ]
          ]
        ]
      },
      "raw_probability": 0.0417,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "bec329f5fcb1d69fb8b8503d3d0cbb40d0711187faec27e791dbb3adeaad9a10",
        "input_sha256": "cc085f503812dd52ee5423578ea8f087f6107ba5544d4659cec83254bb95a8cb",
        "issued_at": "2026-08-15T16:19:33Z",
        "raw_probability": 0.0417,
        "probability": 0.000707,
        "confidence_lo": 0.000693,
        "confidence_hi": 0.000707,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ec5660bc0d99f8a1740091fd06b2a46faa74dc3fb72159b71e13c59949acec84",
        "signature": {
          "alg": "ed25519",
          "sig": "bebfdb4916fc6aee4c5dc1d56fdcb4cf0ae0d72b4878624d3ae42cd39e1485e31685b0013aff0c5643230103b02a061f3ee36eb1c2a9bf45680a8b797fb69e00"
        }
      },
      "receipt_sha256": "ec5660bc0d99f8a1740091fd06b2a46faa74dc3fb72159b71e13c59949acec84"
    }
  ]
}