{
  "forecast_id": "to_fcst_20260831_1841",
  "hazard": "tornado",
  "issued_at": "2026-08-31T18:41:30Z",
  "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": 159,
  "top_probability": 0.0071,
  "source_artifacts": [
    "/data/live-tornadoes.json",
    "/data/tornado-storms.geojson"
  ],
  "storms": [
    {
      "storm_id": "480494",
      "lat": 32.3353,
      "lon": -110.8988,
      "motion_east": 3.7,
      "motion_south": -8.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0071,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1022.0,
      "ebshear": 29.0,
      "srh01": 73.0,
      "maxllaz": 0.004,
      "mesh": 0.08,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 73.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.8365
        },
        {
          "name": "alignment",
          "value": -8.5699
        },
        {
          "name": "tau",
          "value": 0.9637
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5602
      },
      "coherence_score": 0.9637433290481567,
      "coherence_diagnostics": {
        "tau": 0.9637433290481567,
        "grad_tau": 0.10956018418073654,
        "torsion": 0.0,
        "alignment": -8.569948196411133,
        "S_field": 0.5886873006820679,
        "Gamma_field": 0.8741793036460876,
        "S_over_Gamma": 0.6734170913696289,
        "Da": 55.08319091796875,
        "E_coh": 0.46654531359672546,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.94,
              32.44
            ],
            [
              -110.89,
              32.44
            ],
            [
              -110.86,
              32.41
            ],
            [
              -110.86,
              32.4
            ],
            [
              -110.82,
              32.35
            ],
            [
              -110.82,
              32.31
            ],
            [
              -110.84,
              32.28
            ],
            [
              -110.85,
              32.24
            ],
            [
              -110.87,
              32.22
            ],
            [
              -110.92,
              32.22
            ],
            [
              -110.93,
              32.26
            ],
            [
              -110.94,
              32.27
            ],
            [
              -110.94,
              32.3
            ],
            [
              -110.96,
              32.34
            ],
            [
              -110.95,
              32.35
            ],
            [
              -110.95,
              32.43
            ],
            [
              -110.94,
              32.44
            ]
          ]
        ]
      },
      "raw_probability": 0.5602,
      "confidence_lo": 0.0062,
      "confidence_hi": 0.0071,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "79d754a7047300b1d17f762e6797e698f8d144aa4aa60458a017c4864f74725a",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.5602,
        "probability": 0.007124,
        "confidence_lo": 0.006239,
        "confidence_hi": 0.00713,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "93f0abe2deafe03b52a77f27a573626fecc05143b2b2d20dfedbc22aacb5d9d7",
        "signature": {
          "alg": "ed25519",
          "sig": "a4d8d844055426936143a20441e6ed392988ec2de0fdae25734924128db73398a1a56df501fe7e7a099d159ae0e02dd9ddef697225d809a63195e1fcd1c9640a"
        }
      },
      "receipt_sha256": "93f0abe2deafe03b52a77f27a573626fecc05143b2b2d20dfedbc22aacb5d9d7"
    },
    {
      "storm_id": "481618",
      "lat": 42.8427,
      "lon": -83.2227,
      "motion_east": 6.5,
      "motion_south": 1.7,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0066,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 823.0,
      "ebshear": 44.0,
      "srh01": 104.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 104.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.2115
        },
        {
          "name": "alignment",
          "value": 8.3691
        },
        {
          "name": "tau",
          "value": 0.843
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5525
      },
      "coherence_score": 0.8429839611053467,
      "coherence_diagnostics": {
        "tau": 0.8429839611053467,
        "grad_tau": 0.06590031087398529,
        "torsion": 0.0,
        "alignment": 8.369089126586914,
        "S_field": 0.7341181039810181,
        "Gamma_field": 0.23251260817050934,
        "S_over_Gamma": 3.1573259830474854,
        "Da": 14.3405122756958,
        "E_coh": 0.5857983827590942,
        "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": [
          [
            [
              -83.26,
              42.89
            ],
            [
              -83.2,
              42.88
            ],
            [
              -83.17,
              42.85
            ],
            [
              -83.17,
              42.82
            ],
            [
              -83.18,
              42.82
            ],
            [
              -83.19,
              42.8
            ],
            [
              -83.23,
              42.8
            ],
            [
              -83.25,
              42.81
            ],
            [
              -83.27,
              42.83
            ],
            [
              -83.27,
              42.88
            ],
            [
              -83.26,
              42.89
            ]
          ]
        ]
      },
      "raw_probability": 0.5525,
      "confidence_lo": 0.0059,
      "confidence_hi": 0.0066,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "7d2c9ba4d52ed84302e0a7bc1c9212374c15abcc0aab0e1df796c83693dd9fdd",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.5525,
        "probability": 0.00658,
        "confidence_lo": 0.005931,
        "confidence_hi": 0.006584,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "26f930b97e6e7cb0da752f15671e9bef96c0b86df851ad16e8e72b3b360bc0ed",
        "signature": {
          "alg": "ed25519",
          "sig": "dc55b941aba41defc41ac76c580ddf79bcaf0ec18fbf74072211c90a1fc2c066a9b52713405c0ca15209842b23739219e9e96327f949abe88c038234ca021909"
        }
      },
      "receipt_sha256": "26f930b97e6e7cb0da752f15671e9bef96c0b86df851ad16e8e72b3b360bc0ed"
    },
    {
      "storm_id": "481366",
      "lat": 44.3773,
      "lon": -83.8614,
      "motion_east": 8.5,
      "motion_south": 4.1,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.006,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1017.0,
      "ebshear": 44.0,
      "srh01": 140.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 140.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.0865
        },
        {
          "name": "alignment",
          "value": 6.823
        },
        {
          "name": "tau",
          "value": 0.8453
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5166
      },
      "coherence_score": 0.8453278541564941,
      "coherence_diagnostics": {
        "tau": 0.8453278541564941,
        "grad_tau": 0.18286210298538208,
        "torsion": 0.0,
        "alignment": 6.823010444641113,
        "S_field": 0.5835345387458801,
        "Gamma_field": 0.835012674331665,
        "S_over_Gamma": 0.698833167552948,
        "Da": 54.08738708496094,
        "E_coh": 0.17217007279396057,
        "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,
              44.47
            ],
            [
              -83.93,
              44.47
            ],
            [
              -83.91,
              44.45
            ],
            [
              -83.9,
              44.45
            ],
            [
              -83.9,
              44.44
            ],
            [
              -83.88,
              44.43
            ],
            [
              -83.82,
              44.36
            ],
            [
              -83.78,
              44.34
            ],
            [
              -83.75,
              44.34
            ],
            [
              -83.73,
              44.32
            ],
            [
              -83.73,
              44.28
            ],
            [
              -83.72,
              44.27
            ],
            [
              -83.75,
              44.27
            ],
            [
              -83.77,
              44.29
            ],
            [
              -83.81,
              44.31
            ],
            [
              -83.84,
              44.34
            ],
            [
              -83.89,
              44.34
            ],
            [
              -83.96,
              44.4
            ],
            [
              -83.98,
              44.4
            ],
            [
              -83.99,
              44.41
            ],
            [
              -83.99,
              44.45
            ],
            [
              -83.96,
              44.47
            ]
          ]
        ]
      },
      "raw_probability": 0.5166,
      "confidence_lo": 0.0059,
      "confidence_hi": 0.006,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "dcf9d1adaed48407ae5e9d97ef181ba8622879e6665535cfb850fa01495747cf",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.5166,
        "probability": 0.006025,
        "confidence_lo": 0.005931,
        "confidence_hi": 0.006025,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "57d0f3e48b72b3e19470e46a22adc1ad9d2c950a387dd1e5808a5174a8fdceb0",
        "signature": {
          "alg": "ed25519",
          "sig": "976e2085dfb3ead0edd69f8e79ce775899ecc1ce8bd1adc2c2845733e118d29deb6ccda991b5b889271b691335bb8be7c9a91eaaf40ac33c5a6deca621e9710f"
        }
      },
      "receipt_sha256": "57d0f3e48b72b3e19470e46a22adc1ad9d2c950a387dd1e5808a5174a8fdceb0"
    },
    {
      "storm_id": "481617",
      "lat": 44.2,
      "lon": -83.6667,
      "motion_east": 8.1,
      "motion_south": 3.6,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.006,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 576.0,
      "ebshear": 42.0,
      "srh01": 156.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 156.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.0865
        },
        {
          "name": "alignment",
          "value": 6.823
        },
        {
          "name": "tau",
          "value": 0.8453
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4852
      },
      "coherence_score": 0.8453278541564941,
      "coherence_diagnostics": {
        "tau": 0.8453278541564941,
        "grad_tau": 0.18286210298538208,
        "torsion": 0.0,
        "alignment": 6.823010444641113,
        "S_field": 0.5835345387458801,
        "Gamma_field": 0.835012674331665,
        "S_over_Gamma": 0.698833167552948,
        "Da": 54.08738708496094,
        "E_coh": 0.17217007279396057,
        "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": [
          [
            [
              -83.68,
              44.23
            ],
            [
              -83.65,
              44.23
            ],
            [
              -83.64,
              44.22
            ],
            [
              -83.64,
              44.18
            ],
            [
              -83.65,
              44.16
            ],
            [
              -83.68,
              44.16
            ],
            [
              -83.69,
              44.17
            ],
            [
              -83.69,
              44.22
            ],
            [
              -83.68,
              44.23
            ]
          ]
        ]
      },
      "raw_probability": 0.4852,
      "confidence_lo": 0.0059,
      "confidence_hi": 0.006,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "7c1be088830a11d364081e8eaa4fc24c3deae00f4f0f67d2a373ca1c9ff99a09",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.4852,
        "probability": 0.006025,
        "confidence_lo": 0.005931,
        "confidence_hi": 0.006025,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "01efbdc6b70a98c92a7ac8f21326d4d6965918b6cee896b750f01088fef1169b",
        "signature": {
          "alg": "ed25519",
          "sig": "3f581aa00de74514e6f5aaa9c2ec22138015515ada4f1e60cbfab625beb42473fea37316ca92dd1e29eea7ea4994c10c705271991f08936ed0df14267e177f03"
        }
      },
      "receipt_sha256": "01efbdc6b70a98c92a7ac8f21326d4d6965918b6cee896b750f01088fef1169b"
    },
    {
      "storm_id": "481472",
      "lat": 43.3429,
      "lon": -83.1021,
      "motion_east": 10.1,
      "motion_south": 6.1,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.006,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 714.0,
      "ebshear": 50.0,
      "srh01": 181.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 181.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.9615
        },
        {
          "name": "alignment",
          "value": 5.394
        },
        {
          "name": "tau",
          "value": 0.7365
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4355
      },
      "coherence_score": 0.7365056276321411,
      "coherence_diagnostics": {
        "tau": 0.7365056276321411,
        "grad_tau": 0.08591639995574951,
        "torsion": 0.0,
        "alignment": 5.393989562988281,
        "S_field": 0.4467216432094574,
        "Gamma_field": 1.0708459615707397,
        "S_over_Gamma": 0.4171670377254486,
        "Da": 66.76972961425781,
        "E_coh": 0.2502588629722595,
        "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": [
          [
            [
              -83.44,
              43.5
            ],
            [
              -83.38,
              43.5
            ],
            [
              -83.33,
              43.47
            ],
            [
              -83.18,
              43.45
            ],
            [
              -83.13,
              43.41
            ],
            [
              -83.09,
              43.39
            ],
            [
              -83.05,
              43.35
            ],
            [
              -83.03,
              43.35
            ],
            [
              -83.01,
              43.33
            ],
            [
              -82.97,
              43.32
            ],
            [
              -82.96,
              43.31
            ],
            [
              -82.94,
              43.31
            ],
            [
              -82.93,
              43.3
            ],
            [
              -82.89,
              43.3
            ],
            [
              -82.86,
              43.28
            ],
            [
              -82.84,
              43.28
            ],
            [
              -82.78,
              43.25
            ],
            [
              -82.78,
              43.2
            ],
            [
              -82.79,
              43.19
            ],
            [
              -82.84,
              43.19
            ],
            [
              -82.85,
              43.2
            ],
            [
              -82.87,
              43.2
            ],
            [
              -82.91,
              43.23
            ],
            [
              -83.03,
              43.26
            ],
            [
              -83.06,
              43.29
            ],
            [
              -83.07,
              43.29
            ],
            [
              -83.11,
              43.32
            ],
            [
              -83.14,
              43.32
            ],
            [
              -83.22,
              43.36
            ],
            [
              -83.24,
              43.36
            ],
            [
              -83.3,
              43.39
            ],
            [
              -83.33,
              43.42
            ],
            [
              -83.37,
              43.42
            ],
            [
              -83.38,
              43.43
            ],
            [
              -83.44,
              43.43
            ],
            [
              -83.45,
              43.44
            ],
            [
              -83.45,
              43.49
            ],
            [
              -83.44,
              43.5
            ]
          ]
        ]
      },
      "raw_probability": 0.4355,
      "confidence_lo": 0.0059,
      "confidence_hi": 0.006,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "35c8876379c46532e3d7ea4a3f3ed493de6648579312488b207d6d70973906fa",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.4355,
        "probability": 0.006025,
        "confidence_lo": 0.005931,
        "confidence_hi": 0.006025,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a42ff5b89b0c75c0119a5fd5e4f5083b86a5c62b38d6631c4baf12017937f831",
        "signature": {
          "alg": "ed25519",
          "sig": "642a7a81302ff3e492db455e1e52b7342bbaae0251275badb56a9c83725a76aeff5c88d3dbe096b503bad1d64409f5db231092aedcadfa1397af94fdb80de404"
        }
      },
      "receipt_sha256": "a42ff5b89b0c75c0119a5fd5e4f5083b86a5c62b38d6631c4baf12017937f831"
    },
    {
      "storm_id": "481267",
      "lat": 42.2982,
      "lon": -89.8064,
      "motion_east": 12.1,
      "motion_south": 3.6,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0059,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1677.0,
      "ebshear": 29.0,
      "srh01": 67.0,
      "maxllaz": 0.002,
      "mesh": 0.14,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 67.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.4615
        },
        {
          "name": "alignment",
          "value": 2.3347
        },
        {
          "name": "tau",
          "value": 1.617
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4186
      },
      "coherence_score": 1.6170470714569092,
      "coherence_diagnostics": {
        "tau": 1.6170470714569092,
        "grad_tau": 0.5221807360649109,
        "torsion": 1.1389680310003314e-08,
        "alignment": 2.334676504135132,
        "S_field": 1.039869785308838,
        "Gamma_field": 0.7708460092544556,
        "S_over_Gamma": 1.3489980697631836,
        "Da": 43.37179946899414,
        "E_coh": 0.8844897747039795,
        "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": [
          [
            [
              -89.79,
              42.34
            ],
            [
              -89.76,
              42.34
            ],
            [
              -89.76,
              42.32
            ],
            [
              -89.78,
              42.3
            ],
            [
              -89.79,
              42.26
            ],
            [
              -89.83,
              42.25
            ],
            [
              -89.84,
              42.24
            ],
            [
              -89.85,
              42.25
            ],
            [
              -89.85,
              42.32
            ],
            [
              -89.83,
              42.32
            ],
            [
              -89.79,
              42.34
            ]
          ]
        ]
      },
      "raw_probability": 0.4186,
      "confidence_lo": 0.0054,
      "confidence_hi": 0.0059,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "7bfa77d292512712f41136081d7406b270c6e4002f2532d8893bab7d06a29e91",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.4186,
        "probability": 0.005932,
        "confidence_lo": 0.005431,
        "confidence_hi": 0.005935,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4170c733dedd11bbc3e4862e26d2cdf6c63b10c27654f7ed2710cf7b8cbc177c",
        "signature": {
          "alg": "ed25519",
          "sig": "0ef201fdfe45534d237101ffcb1b166bf3bff52f50ae1a08d913e898e8918cf64901ca13df246b1242b9c55bca468a1f673a7d345073fcfcb1ef72247c063803"
        }
      },
      "receipt_sha256": "4170c733dedd11bbc3e4862e26d2cdf6c63b10c27654f7ed2710cf7b8cbc177c"
    },
    {
      "storm_id": "481100",
      "lat": 43.0689,
      "lon": -86.0311,
      "motion_east": 11.9,
      "motion_south": 4.8,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 983.0,
      "ebshear": 43.0,
      "srh01": 190.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 190.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.0865
        },
        {
          "name": "alignment",
          "value": -2.0725
        },
        {
          "name": "tau",
          "value": 1.0818
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3712
      },
      "coherence_score": 1.0818276405334473,
      "coherence_diagnostics": {
        "tau": 1.0818276405334473,
        "grad_tau": 0.6366361379623413,
        "torsion": 0.0,
        "alignment": -2.0724544525146484,
        "S_field": 0.8166341781616211,
        "Gamma_field": 0.8300126791000366,
        "S_over_Gamma": 0.9838815927505493,
        "Da": 48.13787841796875,
        "E_coh": 0.7733790874481201,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.04,
              43.1
            ],
            [
              -86.01,
              43.1
            ],
            [
              -85.99,
              43.08
            ],
            [
              -85.99,
              43.05
            ],
            [
              -86.01,
              43.03
            ],
            [
              -86.06,
              43.03
            ],
            [
              -86.07,
              43.05
            ],
            [
              -86.07,
              43.08
            ],
            [
              -86.04,
              43.1
            ]
          ]
        ]
      },
      "raw_probability": 0.3712,
      "confidence_lo": 0.003,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "e1615a2e44ee33344ec40b94b5e643c79b5323cb8ad76a976afde97a33debc6c",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.3712,
        "probability": 0.003283,
        "confidence_lo": 0.00304,
        "confidence_hi": 0.003284,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "abbce5ce1d4d5040e7c535b5433dd90ab41e19fe6908286b350e7c2e63928134",
        "signature": {
          "alg": "ed25519",
          "sig": "587fdf46f7bd9764117b03643a6d238b80d93a0c74f40335866acc628561c7098d229f6daeb9ad210648d0c3dbe5baeebf5700309fff2ee5a6ad3367d6ea840f"
        }
      },
      "receipt_sha256": "abbce5ce1d4d5040e7c535b5433dd90ab41e19fe6908286b350e7c2e63928134"
    },
    {
      "storm_id": "481341",
      "lat": 43.0858,
      "lon": -85.8358,
      "motion_east": 12.1,
      "motion_south": 4.9,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1235.0,
      "ebshear": 43.0,
      "srh01": 175.0,
      "maxllaz": 0.006,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 175.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.0865
        },
        {
          "name": "alignment",
          "value": -2.0725
        },
        {
          "name": "tau",
          "value": 1.0818
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3712
      },
      "coherence_score": 1.0818276405334473,
      "coherence_diagnostics": {
        "tau": 1.0818276405334473,
        "grad_tau": 0.6366361379623413,
        "torsion": 0.0,
        "alignment": -2.0724544525146484,
        "S_field": 0.8166341781616211,
        "Gamma_field": 0.8300126791000366,
        "S_over_Gamma": 0.9838815927505493,
        "Da": 48.13787841796875,
        "E_coh": 0.7733790874481201,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.84,
              43.13
            ],
            [
              -85.79,
              43.12
            ],
            [
              -85.77,
              43.1
            ],
            [
              -85.77,
              43.05
            ],
            [
              -85.79,
              43.04
            ],
            [
              -85.83,
              43.04
            ],
            [
              -85.84,
              43.05
            ],
            [
              -85.9,
              43.06
            ],
            [
              -85.9,
              43.09
            ],
            [
              -85.89,
              43.11
            ],
            [
              -85.87,
              43.11
            ],
            [
              -85.84,
              43.13
            ]
          ]
        ]
      },
      "raw_probability": 0.3712,
      "confidence_lo": 0.003,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "e1615a2e44ee33344ec40b94b5e643c79b5323cb8ad76a976afde97a33debc6c",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.3712,
        "probability": 0.003283,
        "confidence_lo": 0.00304,
        "confidence_hi": 0.003284,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "abbce5ce1d4d5040e7c535b5433dd90ab41e19fe6908286b350e7c2e63928134",
        "signature": {
          "alg": "ed25519",
          "sig": "587fdf46f7bd9764117b03643a6d238b80d93a0c74f40335866acc628561c7098d229f6daeb9ad210648d0c3dbe5baeebf5700309fff2ee5a6ad3367d6ea840f"
        }
      },
      "receipt_sha256": "abbce5ce1d4d5040e7c535b5433dd90ab41e19fe6908286b350e7c2e63928134"
    },
    {
      "storm_id": "481263",
      "lat": 43.294,
      "lon": -85.619,
      "motion_east": 7.6,
      "motion_south": 1.4,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 870.0,
      "ebshear": 43.0,
      "srh01": 164.0,
      "maxllaz": 0.005,
      "mesh": 0.21,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 164.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.0865
        },
        {
          "name": "alignment",
          "value": -2.0725
        },
        {
          "name": "tau",
          "value": 1.0818
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3601
      },
      "coherence_score": 1.0818276405334473,
      "coherence_diagnostics": {
        "tau": 1.0818276405334473,
        "grad_tau": 0.6366361379623413,
        "torsion": 0.0,
        "alignment": -2.0724544525146484,
        "S_field": 0.8166341781616211,
        "Gamma_field": 0.8300126791000366,
        "S_over_Gamma": 0.9838815927505493,
        "Da": 48.13787841796875,
        "E_coh": 0.7733790874481201,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.61,
              43.33
            ],
            [
              -85.57,
              43.3
            ],
            [
              -85.57,
              43.27
            ],
            [
              -85.59,
              43.25
            ],
            [
              -85.65,
              43.25
            ],
            [
              -85.66,
              43.26
            ],
            [
              -85.66,
              43.31
            ],
            [
              -85.65,
              43.32
            ],
            [
              -85.62,
              43.32
            ],
            [
              -85.61,
              43.33
            ]
          ]
        ]
      },
      "raw_probability": 0.3601,
      "confidence_lo": 0.003,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "2a1fed22ac7cb6ab65ea8e02584193e8dc811ec8f019e657aaeebaccb6429937",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.3601,
        "probability": 0.003161,
        "confidence_lo": 0.00304,
        "confidence_hi": 0.003162,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "22e317297ba4da54a351f39879ff502e3a342c3595cfa1b99cf77e42cfe86bfd",
        "signature": {
          "alg": "ed25519",
          "sig": "4f1908b87d6e9887bed2478d34eb44fe54d808f8aa7afcda239caf7b51d8f27703501354ed46fa46928d84a68382e8c19e6543ae8454b626be9caf1524c77303"
        }
      },
      "receipt_sha256": "22e317297ba4da54a351f39879ff502e3a342c3595cfa1b99cf77e42cfe86bfd"
    },
    {
      "storm_id": "481619",
      "lat": 42.448,
      "lon": -77.036,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 164.0,
      "ebshear": 28.0,
      "srh01": 135.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 135.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2115
        },
        {
          "name": "alignment",
          "value": -5.4183
        },
        {
          "name": "tau",
          "value": 1.3721
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3364
      },
      "coherence_score": 1.372107744216919,
      "coherence_diagnostics": {
        "tau": 1.372107744216919,
        "grad_tau": 0.10019075870513916,
        "torsion": 0.0,
        "alignment": -5.4183430671691895,
        "S_field": 0.5037596821784973,
        "Gamma_field": 0.23417928814888,
        "S_over_Gamma": 2.1511709690093994,
        "Da": 14.25033187866211,
        "E_coh": 0.34588658809661865,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.05,
              42.48
            ],
            [
              -76.97,
              42.48
            ],
            [
              -76.97,
              42.44
            ],
            [
              -77.01,
              42.44
            ],
            [
              -77.04,
              42.41
            ],
            [
              -77.05,
              42.41
            ],
            [
              -77.07,
              42.43
            ],
            [
              -77.07,
              42.45
            ],
            [
              -77.08,
              42.46
            ],
            [
              -77.05,
              42.48
            ]
          ]
        ]
      },
      "raw_probability": 0.3364,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "9ad7e1c0480a288617bac2bccce99ab846899fd5f6fbc7ac6acaa8594e053fd1",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.3364,
        "probability": 0.003122,
        "confidence_lo": 0.00304,
        "confidence_hi": 0.003122,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e6a261045241042c28610d84f7835c76d4f6fa66149738f280e192f7d7b4f9b5",
        "signature": {
          "alg": "ed25519",
          "sig": "349a47467663f704c2c201a7f1410b67bc8b0487732ce5fed241fb71bbbd55ffdc496123f7c6b95fe1ddf6c9ed0779e6fba2a46649baf0e5268b122f1bc97f07"
        }
      },
      "receipt_sha256": "e6a261045241042c28610d84f7835c76d4f6fa66149738f280e192f7d7b4f9b5"
    },
    {
      "storm_id": "480967",
      "lat": 43.0789,
      "lon": -85.28,
      "motion_east": 4.3,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1119.0,
      "ebshear": 45.0,
      "srh01": 146.0,
      "maxllaz": 0.004,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 146.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.0865
        },
        {
          "name": "alignment",
          "value": -5.8577
        },
        {
          "name": "tau",
          "value": 0.6138
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3031
      },
      "coherence_score": 0.6137656569480896,
      "coherence_diagnostics": {
        "tau": 0.6137656569480896,
        "grad_tau": 0.30289313197135925,
        "torsion": 0.0,
        "alignment": -5.857656478881836,
        "S_field": 0.3754750192165375,
        "Gamma_field": 2.1041791439056396,
        "S_over_Gamma": 0.17844250798225403,
        "Da": 131.3199005126953,
        "E_coh": 0.11661047488451004,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.29,
              43.12
            ],
            [
              -85.27,
              43.12
            ],
            [
              -85.23,
              43.09
            ],
            [
              -85.23,
              43.05
            ],
            [
              -85.26,
              43.03
            ],
            [
              -85.29,
              43.03
            ],
            [
              -85.33,
              43.06
            ],
            [
              -85.33,
              43.09
            ],
            [
              -85.29,
              43.12
            ]
          ]
        ]
      },
      "raw_probability": 0.3031,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "cd425f721d40558b7514b6923fe04eef4ada9ba7cbec2b79ec1cb9a799122877",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.3031,
        "probability": 0.003122,
        "confidence_lo": 0.00304,
        "confidence_hi": 0.003122,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4ba31fd0174d62417c70eb7f20e6c0e8235d6aab4cd463705fcdf840c74030c9",
        "signature": {
          "alg": "ed25519",
          "sig": "a154509dad973a533baa82d20ed38da2d5f188f282ec6f7e5fbdeedb16f7a50276e374f3438f18398b96b1e952a37efd1c44464ab7107828882f5aef32d38702"
        }
      },
      "receipt_sha256": "4ba31fd0174d62417c70eb7f20e6c0e8235d6aab4cd463705fcdf840c74030c9"
    },
    {
      "storm_id": "481194",
      "lat": 43.593,
      "lon": -85.96,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 859.0,
      "ebshear": 41.0,
      "srh01": 182.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 182.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.0865
        },
        {
          "name": "alignment",
          "value": -2.0725
        },
        {
          "name": "tau",
          "value": 1.0818
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2866
      },
      "coherence_score": 1.0818276405334473,
      "coherence_diagnostics": {
        "tau": 1.0818276405334473,
        "grad_tau": 0.6366361379623413,
        "torsion": 0.0,
        "alignment": -2.0724544525146484,
        "S_field": 0.8166341781616211,
        "Gamma_field": 0.8300126791000366,
        "S_over_Gamma": 0.9838815927505493,
        "Da": 48.13787841796875,
        "E_coh": 0.7733790874481201,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.97,
              43.63
            ],
            [
              -85.94,
              43.63
            ],
            [
              -85.92,
              43.61
            ],
            [
              -85.92,
              43.57
            ],
            [
              -85.95,
              43.55
            ],
            [
              -85.97,
              43.55
            ],
            [
              -85.98,
              43.56
            ],
            [
              -85.98,
              43.59
            ],
            [
              -86.0,
              43.61
            ],
            [
              -85.97,
              43.63
            ]
          ]
        ]
      },
      "raw_probability": 0.2866,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "6ced68473991b6d79b44eba0032127a5201d5c7d2ed2c97033fdfae814d939cc",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.2866,
        "probability": 0.002131,
        "confidence_lo": 0.002018,
        "confidence_hi": 0.002131,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f25bbc4fbf7e094f128259369b1c152a187cfe0bb8867b8917ec86996fb1aa84",
        "signature": {
          "alg": "ed25519",
          "sig": "3594626e3b78d6aec7db204849bb81fdc1e04a1ae932b4c4852c61e39a72c3ae3fbbd7ef6bb7383a76a90bab9c83e85ef97f990db9c0f793609c2df61de19305"
        }
      },
      "receipt_sha256": "f25bbc4fbf7e094f128259369b1c152a187cfe0bb8867b8917ec86996fb1aa84"
    },
    {
      "storm_id": "480991",
      "lat": 43.634,
      "lon": -83.79,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 594.0,
      "ebshear": 49.0,
      "srh01": 188.0,
      "maxllaz": 0.005,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 188.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.8365
        },
        {
          "name": "alignment",
          "value": 14.6743
        },
        {
          "name": "tau",
          "value": 0.6881
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2811
      },
      "coherence_score": 0.6880993843078613,
      "coherence_diagnostics": {
        "tau": 0.6880993843078613,
        "grad_tau": 0.08805855363607407,
        "torsion": 0.0,
        "alignment": 14.674297332763672,
        "S_field": 0.5745972990989685,
        "Gamma_field": 1.2058459520339966,
        "S_over_Gamma": 0.476509690284729,
        "Da": 75.01402282714844,
        "E_coh": 0.19230994582176208,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.81,
              43.68
            ],
            [
              -83.77,
              43.68
            ],
            [
              -83.74,
              43.66
            ],
            [
              -83.74,
              43.61
            ],
            [
              -83.76,
              43.59
            ],
            [
              -83.79,
              43.59
            ],
            [
              -83.8,
              43.58
            ],
            [
              -83.84,
              43.61
            ],
            [
              -83.84,
              43.66
            ],
            [
              -83.81,
              43.68
            ]
          ]
        ]
      },
      "raw_probability": 0.2811,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "cbf22e0d412499516d59b23a5ebc0b78908c4d52124dfe6fae30c0884bd7bb90",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.2811,
        "probability": 0.002131,
        "confidence_lo": 0.002018,
        "confidence_hi": 0.002131,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "33905a865da2c0508eb4dd0f33bd1c167579e907aec6accf9dc92a6f8ed74f2c",
        "signature": {
          "alg": "ed25519",
          "sig": "ae260fcad4309f4c2736515bb0cf29644d533e82a11b83a80b3d78aa0d88b3122daae4df07ba9be3da4e04623d6b5282977bb3835400a706f1984e7504db280e"
        }
      },
      "receipt_sha256": "33905a865da2c0508eb4dd0f33bd1c167579e907aec6accf9dc92a6f8ed74f2c"
    },
    {
      "storm_id": "480940",
      "lat": 42.0642,
      "lon": -88.4789,
      "motion_east": 14.0,
      "motion_south": 4.3,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1041.0,
      "ebshear": 30.0,
      "srh01": 129.0,
      "maxllaz": 0.003,
      "mesh": 0.31,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 129.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.4615
        },
        {
          "name": "alignment",
          "value": -2.6679
        },
        {
          "name": "tau",
          "value": 0.9992
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2472
      },
      "coherence_score": 0.9992184042930603,
      "coherence_diagnostics": {
        "tau": 0.9992184042930603,
        "grad_tau": 0.5673506855964661,
        "torsion": 4.793217822651741e-09,
        "alignment": -2.6678781509399414,
        "S_field": 0.7538669109344482,
        "Gamma_field": 0.9866793155670166,
        "S_over_Gamma": 0.7640445232391357,
        "Da": 57.060630798339844,
        "E_coh": 0.8543897271156311,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.5,
              42.12
            ],
            [
              -88.48,
              42.12
            ],
            [
              -88.47,
              42.11
            ],
            [
              -88.42,
              42.11
            ],
            [
              -88.4,
              42.1
            ],
            [
              -88.37,
              42.07
            ],
            [
              -88.37,
              42.04
            ],
            [
              -88.39,
              42.02
            ],
            [
              -88.41,
              42.02
            ],
            [
              -88.42,
              42.01
            ],
            [
              -88.5,
              42.01
            ],
            [
              -88.51,
              42.0
            ],
            [
              -88.57,
              42.0
            ],
            [
              -88.58,
              42.02
            ],
            [
              -88.58,
              42.06
            ],
            [
              -88.57,
              42.08
            ],
            [
              -88.55,
              42.1
            ],
            [
              -88.51,
              42.11
            ],
            [
              -88.5,
              42.12
            ]
          ]
        ]
      },
      "raw_probability": 0.2472,
      "confidence_lo": 0.002,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "ce1c4ca561d0051c43d3fbb2a39381bcf87e691a84db107ceb5d131ef67d9a5b",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.2472,
        "probability": 0.002043,
        "confidence_lo": 0.002018,
        "confidence_hi": 0.002043,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4505d54b212628ac07cdb85c0673506d40fb6a3c07331d2ec6d115401f6c4fc9",
        "signature": {
          "alg": "ed25519",
          "sig": "18811179d937f5497ffc728cd99ec11351dc083948ce101b730e629140a1a957911b523359e66e66a622213c592f919988e6b79b32894d70fd52fc88e5a90706"
        }
      },
      "receipt_sha256": "4505d54b212628ac07cdb85c0673506d40fb6a3c07331d2ec6d115401f6c4fc9"
    },
    {
      "storm_id": "481129",
      "lat": 42.3913,
      "lon": -90.0973,
      "motion_east": 13.4,
      "motion_south": 4.5,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1878.0,
      "ebshear": 30.0,
      "srh01": 50.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.4615
        },
        {
          "name": "alignment",
          "value": 2.3347
        },
        {
          "name": "tau",
          "value": 1.617
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2332
      },
      "coherence_score": 1.6170470714569092,
      "coherence_diagnostics": {
        "tau": 1.6170470714569092,
        "grad_tau": 0.5221807360649109,
        "torsion": 1.1389680310003314e-08,
        "alignment": 2.334676504135132,
        "S_field": 1.039869785308838,
        "Gamma_field": 0.7708460092544556,
        "S_over_Gamma": 1.3489980697631836,
        "Da": 43.37179946899414,
        "E_coh": 0.8844897747039795,
        "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": [
          [
            [
              -90.07,
              42.47
            ],
            [
              -90.03,
              42.46
            ],
            [
              -90.01,
              42.44
            ],
            [
              -90.01,
              42.41
            ],
            [
              -90.03,
              42.39
            ],
            [
              -90.07,
              42.39
            ],
            [
              -90.1,
              42.34
            ],
            [
              -90.1,
              42.32
            ],
            [
              -90.12,
              42.3
            ],
            [
              -90.16,
              42.29
            ],
            [
              -90.22,
              42.34
            ],
            [
              -90.21,
              42.39
            ],
            [
              -90.14,
              42.43
            ],
            [
              -90.12,
              42.43
            ],
            [
              -90.07,
              42.47
            ]
          ]
        ]
      },
      "raw_probability": 0.2332,
      "confidence_lo": 0.002,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "57712e45e0dd5f256db13dbe36d1df92094c93e6f0fb582bdf82c6519358d228",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.2332,
        "probability": 0.002043,
        "confidence_lo": 0.002018,
        "confidence_hi": 0.002043,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "97c84c5fbd24acaec9b212888064c02205f674eb03c08c7479e5530d5a7936fa",
        "signature": {
          "alg": "ed25519",
          "sig": "e188e3da654c5e7446a3aa5d363c4bf376805b8aa45d1bec0b48226fa63dde7ff50c9fbb0f56c18e517c5e9cf55e091b9840356dce0d178597ede680b1a58d03"
        }
      },
      "receipt_sha256": "97c84c5fbd24acaec9b212888064c02205f674eb03c08c7479e5530d5a7936fa"
    },
    {
      "storm_id": "481498",
      "lat": 42.9156,
      "lon": -86.1767,
      "motion_east": 11.0,
      "motion_south": 4.1,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 923.0,
      "ebshear": 45.0,
      "srh01": 201.0,
      "maxllaz": 0.003,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 201.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.4615
        },
        {
          "name": "alignment",
          "value": -3.6411
        },
        {
          "name": "tau",
          "value": 0.651
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.213
      },
      "coherence_score": 0.6510165333747864,
      "coherence_diagnostics": {
        "tau": 0.6510165333747864,
        "grad_tau": 0.4305694103240967,
        "torsion": 9.429779623815193e-09,
        "alignment": -3.641148090362549,
        "S_field": 0.2788143754005432,
        "Gamma_field": 1.5375125408172607,
        "S_over_Gamma": 0.18134120106697083,
        "Da": 89.90619659423828,
        "E_coh": 0.6501984596252441,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.19,
              42.96
            ],
            [
              -86.16,
              42.96
            ],
            [
              -86.13,
              42.92
            ],
            [
              -86.13,
              42.9
            ],
            [
              -86.16,
              42.86
            ],
            [
              -86.19,
              42.86
            ],
            [
              -86.22,
              42.9
            ],
            [
              -86.22,
              42.92
            ],
            [
              -86.19,
              42.96
            ]
          ]
        ]
      },
      "raw_probability": 0.213,
      "confidence_lo": 0.002,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "95ea5d1d49102645ebaf8545c7bc8169bdf461b50fc0d59a79bc76eca0e87a0e",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.213,
        "probability": 0.002043,
        "confidence_lo": 0.002018,
        "confidence_hi": 0.002043,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "26133f85533fe2579f994520f710259262ab4900819934cd362f928b37e7ef5d",
        "signature": {
          "alg": "ed25519",
          "sig": "8b4dc607a1e8b491a59a4cc0de4a5160daa4e552756d6ca73f6595b6b36dd301965c3617c1967de23f4008c0b9a45f9f7fea0c1c41a129b015de63e5c1dedc0f"
        }
      },
      "receipt_sha256": "26133f85533fe2579f994520f710259262ab4900819934cd362f928b37e7ef5d"
    },
    {
      "storm_id": "481592",
      "lat": 44.6522,
      "lon": -84.2044,
      "motion_east": 5.7,
      "motion_south": 0.7,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 965.0,
      "ebshear": 44.0,
      "srh01": 139.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 139.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.9615
        },
        {
          "name": "alignment",
          "value": 2.2293
        },
        {
          "name": "tau",
          "value": 1.0293
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2088
      },
      "coherence_score": 1.0292637348175049,
      "coherence_diagnostics": {
        "tau": 1.0292637348175049,
        "grad_tau": 0.1915692538022995,
        "torsion": 0.0,
        "alignment": 2.22927188873291,
        "S_field": 0.3865532875061035,
        "Gamma_field": 0.30501264333724976,
        "S_over_Gamma": 1.267335295677185,
        "Da": 19.577688217163086,
        "E_coh": 0.09114962071180344,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.22,
              44.69
            ],
            [
              -84.19,
              44.68
            ],
            [
              -84.17,
              44.66
            ],
            [
              -84.17,
              44.62
            ],
            [
              -84.18,
              44.61
            ],
            [
              -84.21,
              44.61
            ],
            [
              -84.24,
              44.63
            ],
            [
              -84.24,
              44.68
            ],
            [
              -84.22,
              44.69
            ]
          ]
        ]
      },
      "raw_probability": 0.2088,
      "confidence_lo": 0.002,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "06a106793bbdcd303de3126ba817a07af127d473f27aee6dce9f674af99b9a1e",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.2088,
        "probability": 0.002043,
        "confidence_lo": 0.002018,
        "confidence_hi": 0.002043,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "13dc510c7db300d64cb95d21e91587966becb9f87e3556c1d764d03c28abe054",
        "signature": {
          "alg": "ed25519",
          "sig": "946cd4432ae2af67e2fd31c280d80d0d518c62c2d992b984b8d461d2ec2d8629782c13ac83eb1b81f69a4447010488fbb5b83885f5ac4f793ef184528670fb0c"
        }
      },
      "receipt_sha256": "13dc510c7db300d64cb95d21e91587966becb9f87e3556c1d764d03c28abe054"
    },
    {
      "storm_id": "481102",
      "lat": 42.9133,
      "lon": -85.8573,
      "motion_east": 12.2,
      "motion_south": 5.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1522.0,
      "ebshear": 43.0,
      "srh01": 167.0,
      "maxllaz": 0.004,
      "mesh": 0.03,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 167.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.4615
        },
        {
          "name": "alignment",
          "value": -3.6411
        },
        {
          "name": "tau",
          "value": 0.651
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2074
      },
      "coherence_score": 0.6510165333747864,
      "coherence_diagnostics": {
        "tau": 0.6510165333747864,
        "grad_tau": 0.4305694103240967,
        "torsion": 9.429779623815193e-09,
        "alignment": -3.641148090362549,
        "S_field": 0.2788143754005432,
        "Gamma_field": 1.5375125408172607,
        "S_over_Gamma": 0.18134120106697083,
        "Da": 89.90619659423828,
        "E_coh": 0.6501984596252441,
        "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": [
          [
            [
              -85.8,
              43.0
            ],
            [
              -85.73,
              42.99
            ],
            [
              -85.7,
              42.97
            ],
            [
              -85.69,
              42.95
            ],
            [
              -85.69,
              42.89
            ],
            [
              -85.72,
              42.86
            ],
            [
              -85.72,
              42.85
            ],
            [
              -85.74,
              42.84
            ],
            [
              -85.78,
              42.84
            ],
            [
              -85.82,
              42.86
            ],
            [
              -85.85,
              42.86
            ],
            [
              -85.87,
              42.82
            ],
            [
              -85.98,
              42.83
            ],
            [
              -86.0,
              42.85
            ],
            [
              -86.0,
              42.87
            ],
            [
              -86.01,
              42.88
            ],
            [
              -86.01,
              42.92
            ],
            [
              -86.0,
              42.93
            ],
            [
              -86.0,
              42.96
            ],
            [
              -85.97,
              42.99
            ],
            [
              -85.93,
              42.99
            ],
            [
              -85.89,
              42.94
            ],
            [
              -85.9,
              42.93
            ],
            [
              -85.9,
              42.9
            ],
            [
              -85.86,
              42.88
            ],
            [
              -85.84,
              42.9
            ],
            [
              -85.86,
              42.93
            ],
            [
              -85.85,
              42.98
            ],
            [
              -85.81,
              42.99
            ],
            [
              -85.8,
              43.0
            ]
          ]
        ]
      },
      "raw_probability": 0.2074,
      "confidence_lo": 0.002,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "29c0c9a30471b071cd50327ce9708841f5d71e8a10ff7260d8a237a21fa1a128",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.2074,
        "probability": 0.002043,
        "confidence_lo": 0.002018,
        "confidence_hi": 0.002043,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6b55d6b840a752ec48461458e514ebcf57cdbe7584aff037b814aee64de95125",
        "signature": {
          "alg": "ed25519",
          "sig": "44ec8c6079171d80a4730db9842f9a990f0a85cecbb8a0827f2d013268d7046523cc4a7b964f977aa7bd4d9530bf672c92c077e6b75a9748c3d2c13b53d49707"
        }
      },
      "receipt_sha256": "6b55d6b840a752ec48461458e514ebcf57cdbe7584aff037b814aee64de95125"
    },
    {
      "storm_id": "481390",
      "lat": 50.7614,
      "lon": -89.1129,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 220.0,
      "ebshear": 29.0,
      "srh01": 76.0,
      "maxllaz": 0.001,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 76.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.8365
        },
        {
          "name": "alignment",
          "value": -9.5034
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1922
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5369660258293152,
        "torsion": 0.0,
        "alignment": -9.503360748291016,
        "S_field": 0.26561635732650757,
        "Gamma_field": 0.2600126266479492,
        "S_over_Gamma": 1.0215517282485962,
        "Da": 17.12714195251465,
        "E_coh": 0.16128510236740112,
        "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": [
          [
            [
              -89.13,
              50.79
            ],
            [
              -89.08,
              50.79
            ],
            [
              -89.08,
              50.75
            ],
            [
              -89.1,
              50.73
            ],
            [
              -89.14,
              50.73
            ],
            [
              -89.13,
              50.75
            ],
            [
              -89.13,
              50.79
            ]
          ]
        ]
      },
      "raw_probability": 0.1922,
      "confidence_lo": 0.002,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "30ca00a5e9935d9659cc594bdea7fd4c073789861abd37dda01fdeb46b1c308f",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.1922,
        "probability": 0.002043,
        "confidence_lo": 0.002018,
        "confidence_hi": 0.002043,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "994974422e71469058155e172347c0a7a8949e84061a02a4069cc12406262580",
        "signature": {
          "alg": "ed25519",
          "sig": "251ec3dfafff5e06be921a435cfc8511b0c9420487e9c5775a985691906f89db21777589e78acc4f904e641f6ff467f478be94cae587c133f8892790b79c2b0d"
        }
      },
      "receipt_sha256": "994974422e71469058155e172347c0a7a8949e84061a02a4069cc12406262580"
    },
    {
      "storm_id": "481593",
      "lat": 42.9444,
      "lon": -86.6578,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 679.0,
      "ebshear": 28.0,
      "srh01": 203.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 203.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.4615
        },
        {
          "name": "alignment",
          "value": -3.9323
        },
        {
          "name": "tau",
          "value": 1.0745
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1898
      },
      "coherence_score": 1.0745151042938232,
      "coherence_diagnostics": {
        "tau": 1.0745151042938232,
        "grad_tau": 0.6497693657875061,
        "torsion": 0.0,
        "alignment": -3.9322948455810547,
        "S_field": 0.9621676802635193,
        "Gamma_field": 1.0075126886367798,
        "S_over_Gamma": 0.9549931287765503,
        "Da": 58.84573745727539,
        "E_coh": 0.8687995672225952,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.67,
              42.97
            ],
            [
              -86.63,
              42.97
            ],
            [
              -86.62,
              42.96
            ],
            [
              -86.62,
              42.91
            ],
            [
              -86.63,
              42.9
            ],
            [
              -86.7,
              42.9
            ],
            [
              -86.7,
              42.96
            ],
            [
              -86.68,
              42.96
            ],
            [
              -86.67,
              42.97
            ]
          ]
        ]
      },
      "raw_probability": 0.1898,
      "confidence_lo": 0.002,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "c2412eaeff7cacad93c2f9535ab445206e7365f3b19bec15165bba35d2660f32",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.1898,
        "probability": 0.002043,
        "confidence_lo": 0.002018,
        "confidence_hi": 0.002043,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6829cd9f8425cdaf524c4da9ed57e9605019ea1f516671afb5fc6a82fbc19bd8",
        "signature": {
          "alg": "ed25519",
          "sig": "e803b95e03c1413cb17f76846a148987118e345ce98e73ebf0a49875189b930a5a04215353b9dff330705c71db6399d2bdcdaca051670a706a15f42ae5cf3e0e"
        }
      },
      "receipt_sha256": "6829cd9f8425cdaf524c4da9ed57e9605019ea1f516671afb5fc6a82fbc19bd8"
    },
    {
      "storm_id": "480235",
      "lat": 28.2558,
      "lon": -80.9368,
      "motion_east": 5.2,
      "motion_south": 5.6,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3580.0,
      "ebshear": 26.0,
      "srh01": 46.0,
      "maxllaz": 0.004,
      "mesh": 0.05,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 46.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.8365
        },
        {
          "name": "alignment",
          "value": 0.2124
        },
        {
          "name": "tau",
          "value": 3.3709
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1835
      },
      "coherence_score": 3.3709046840667725,
      "coherence_diagnostics": {
        "tau": 3.3709046840667725,
        "grad_tau": 0.14031989872455597,
        "torsion": 0.0,
        "alignment": 0.21241293847560883,
        "S_field": 0.6752508282661438,
        "Gamma_field": 0.2891792953014374,
        "S_over_Gamma": 2.335059404373169,
        "Da": 18.20865821838379,
        "E_coh": 0.9585457444190979,
        "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": 6,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.93,
              28.37
            ],
            [
              -80.87,
              28.37
            ],
            [
              -80.86,
              28.36
            ],
            [
              -80.86,
              28.3
            ],
            [
              -80.87,
              28.29
            ],
            [
              -80.87,
              28.21
            ],
            [
              -80.9,
              28.18
            ],
            [
              -80.9,
              28.17
            ],
            [
              -80.91,
              28.17
            ],
            [
              -80.93,
              28.15
            ],
            [
              -80.97,
              28.13
            ],
            [
              -81.0,
              28.13
            ],
            [
              -81.02,
              28.17
            ],
            [
              -81.02,
              28.24
            ],
            [
              -81.01,
              28.25
            ],
            [
              -81.01,
              28.3
            ],
            [
              -80.98,
              28.35
            ],
            [
              -80.96,
              28.35
            ],
            [
              -80.93,
              28.37
            ]
          ]
        ]
      },
      "raw_probability": 0.1835,
      "confidence_lo": 0.002,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "3a2d36ce2d6dc17b55c341de88ffcc1061d41b219eddc3b04a4264bd54ac1ef1",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.1835,
        "probability": 0.002043,
        "confidence_lo": 0.002018,
        "confidence_hi": 0.002043,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "be8d33b43bae466f85fdd56d314c0e69f939544f288df10cc5352ab92ed57083",
        "signature": {
          "alg": "ed25519",
          "sig": "c5818727db80d50ee947b62b59190022fa0c8faca3b0e0f12dae4adb6369aa58765b840a7a52dcc45bb6ab90c8a089ae465fc4326db0323e1dfd9ac78d5f100a"
        }
      },
      "receipt_sha256": "be8d33b43bae466f85fdd56d314c0e69f939544f288df10cc5352ab92ed57083"
    },
    {
      "storm_id": "481594",
      "lat": 42.2255,
      "lon": -90.4305,
      "motion_east": 11.5,
      "motion_south": 3.3,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1759.0,
      "ebshear": 33.0,
      "srh01": 40.0,
      "maxllaz": 0.002,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.0865
        },
        {
          "name": "alignment",
          "value": 0.4239
        },
        {
          "name": "tau",
          "value": 1.2948
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1754
      },
      "coherence_score": 1.2948046922683716,
      "coherence_diagnostics": {
        "tau": 1.2948046922683716,
        "grad_tau": 0.2503075897693634,
        "torsion": 0.0,
        "alignment": 0.423860639333725,
        "S_field": 1.2492104768753052,
        "Gamma_field": 0.7541792988777161,
        "S_over_Gamma": 1.656383991241455,
        "Da": 42.48966979980469,
        "E_coh": 0.9082698822021484,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.41,
              42.29
            ],
            [
              -90.36,
              42.29
            ],
            [
              -90.34,
              42.27
            ],
            [
              -90.34,
              42.22
            ],
            [
              -90.35,
              42.22
            ],
            [
              -90.38,
              42.19
            ],
            [
              -90.38,
              42.18
            ],
            [
              -90.4,
              42.18
            ],
            [
              -90.41,
              42.17
            ],
            [
              -90.45,
              42.16
            ],
            [
              -90.48,
              42.19
            ],
            [
              -90.49,
              42.19
            ],
            [
              -90.49,
              42.2
            ],
            [
              -90.51,
              42.22
            ],
            [
              -90.52,
              42.22
            ],
            [
              -90.5,
              42.23
            ],
            [
              -90.52,
              42.24
            ],
            [
              -90.45,
              42.28
            ],
            [
              -90.42,
              42.28
            ],
            [
              -90.41,
              42.29
            ]
          ]
        ]
      },
      "raw_probability": 0.1754,
      "confidence_lo": 0.002,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "0aa3b8ed995bc89b6d21b9e420d47e8b6acb450e4e82a63d459f21bdf9c4733f",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.1754,
        "probability": 0.002043,
        "confidence_lo": 0.002018,
        "confidence_hi": 0.002043,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "162f6dd0bfa2784c459738eccd6cae41d732d78241774f5122254bd7fc94c57e",
        "signature": {
          "alg": "ed25519",
          "sig": "99452b0bfb3794869ee17634304093d521f3bb9fa147f52092481ac8149decefeda8851262cb851c62be6186b8a81306efba0723ae38fdd8a31c31a4a1a5b20d"
        }
      },
      "receipt_sha256": "162f6dd0bfa2784c459738eccd6cae41d732d78241774f5122254bd7fc94c57e"
    },
    {
      "storm_id": "481514",
      "lat": 28.0562,
      "lon": -81.04,
      "motion_east": 5.1,
      "motion_south": 5.5,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2353.0,
      "ebshear": 23.0,
      "srh01": 41.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.8365
        },
        {
          "name": "alignment",
          "value": 0.2124
        },
        {
          "name": "tau",
          "value": 3.3709
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1703
      },
      "coherence_score": 3.3709046840667725,
      "coherence_diagnostics": {
        "tau": 3.3709046840667725,
        "grad_tau": 0.14031989872455597,
        "torsion": 0.0,
        "alignment": 0.21241293847560883,
        "S_field": 0.6752508282661438,
        "Gamma_field": 0.2891792953014374,
        "S_over_Gamma": 2.335059404373169,
        "Da": 18.20865821838379,
        "E_coh": 0.9585457444190979,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.06,
              28.11
            ],
            [
              -81.0,
              28.11
            ],
            [
              -80.98,
              28.09
            ],
            [
              -80.97,
              28.06
            ],
            [
              -80.99,
              28.02
            ],
            [
              -81.01,
              28.01
            ],
            [
              -81.02,
              28.02
            ],
            [
              -81.06,
              28.01
            ],
            [
              -81.08,
              28.03
            ],
            [
              -81.09,
              28.03
            ],
            [
              -81.1,
              28.05
            ],
            [
              -81.1,
              28.08
            ],
            [
              -81.06,
              28.11
            ]
          ]
        ]
      },
      "raw_probability": 0.1703,
      "confidence_lo": 0.002,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "4cc841d61aed6eab1960197e31f11a5709134ae3255e68df4aa40fb0a2936c45",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.1703,
        "probability": 0.002043,
        "confidence_lo": 0.002018,
        "confidence_hi": 0.002043,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d8ef0225711bd86897f5b460dde28487554cb5da7c7cd0095a13d7c1e3287121",
        "signature": {
          "alg": "ed25519",
          "sig": "ec44c4a526ff1cfd8d7ed53871fc5ce29311b47adab0b858b043cb6515f4abda61fd579b714144462164aa1856ade0b63ef46ce69ebc90a0fd545264f1511e09"
        }
      },
      "receipt_sha256": "d8ef0225711bd86897f5b460dde28487554cb5da7c7cd0095a13d7c1e3287121"
    },
    {
      "storm_id": "481174",
      "lat": 36.8687,
      "lon": -114.005,
      "motion_east": 3.9,
      "motion_south": -8.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1813.0,
      "ebshear": 41.0,
      "srh01": 73.0,
      "maxllaz": 0.007,
      "mesh": 0.63,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 73.0
        },
        {
          "name": "hrrr_pwat",
          "value": 14.5865
        },
        {
          "name": "alignment",
          "value": 3.0741
        },
        {
          "name": "tau",
          "value": 0.3886
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.17
      },
      "coherence_score": 0.38861745595932007,
      "coherence_diagnostics": {
        "tau": 0.38861745595932007,
        "grad_tau": 0.04969597980380058,
        "torsion": 0.0,
        "alignment": 3.0740907192230225,
        "S_field": 0.15123653411865234,
        "Gamma_field": 0.491679310798645,
        "S_over_Gamma": 0.30759182572364807,
        "Da": 32.59320068359375,
        "E_coh": 0.5081979036331177,
        "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": [
          [
            [
              -114.04,
              36.9
            ],
            [
              -113.98,
              36.9
            ],
            [
              -113.97,
              36.89
            ],
            [
              -113.97,
              36.85
            ],
            [
              -113.98,
              36.83
            ],
            [
              -114.02,
              36.83
            ],
            [
              -114.04,
              36.85
            ],
            [
              -114.04,
              36.9
            ]
          ]
        ]
      },
      "raw_probability": 0.17,
      "confidence_lo": 0.002,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "407976280efff8d0dbe091bb5d0b9e0bf1cfb63267dad90a2abf1c104d854f18",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.17,
        "probability": 0.002043,
        "confidence_lo": 0.002018,
        "confidence_hi": 0.002043,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6877157cd5fab42b2bc7917c46996751c2bcb11b4abb583e0f7d1b44febe7b47",
        "signature": {
          "alg": "ed25519",
          "sig": "3b84b0742bae043e371407c4ca2745fd40e92fc258837566c0378702f6fe4eaef10face635f9502b7bc1d0d56b8fdcf78c7007f3555ccaad558bd8ac5ad80a04"
        }
      },
      "receipt_sha256": "6877157cd5fab42b2bc7917c46996751c2bcb11b4abb583e0f7d1b44febe7b47"
    },
    {
      "storm_id": "481437",
      "lat": 30.5043,
      "lon": -86.8736,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2177.0,
      "ebshear": 8.0,
      "srh01": 28.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.8365
        },
        {
          "name": "alignment",
          "value": -7.4988
        },
        {
          "name": "tau",
          "value": 3.3272
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1686
      },
      "coherence_score": 3.3272228240966797,
      "coherence_diagnostics": {
        "tau": 3.3272228240966797,
        "grad_tau": 0.06175433099269867,
        "torsion": 0.0,
        "alignment": -7.498758792877197,
        "S_field": 1.020692229270935,
        "Gamma_field": 0.20751261711120605,
        "S_over_Gamma": 4.918699741363525,
        "Da": 12.013816833496094,
        "E_coh": 0.8661942481994629,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.88,
              30.54
            ],
            [
              -86.85,
              30.54
            ],
            [
              -86.85,
              30.53
            ],
            [
              -86.86,
              30.53
            ],
            [
              -86.87,
              30.51
            ],
            [
              -86.85,
              30.49
            ],
            [
              -86.84,
              30.46
            ],
            [
              -86.85,
              30.47
            ],
            [
              -86.86,
              30.46
            ],
            [
              -86.91,
              30.46
            ],
            [
              -86.92,
              30.47
            ],
            [
              -86.92,
              30.53
            ],
            [
              -86.89,
              30.53
            ],
            [
              -86.88,
              30.54
            ]
          ]
        ]
      },
      "raw_probability": 0.1686,
      "confidence_lo": 0.002,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "9d672e93b0ea20fd9d886088b6ed7bd579005369de3c3b8a9a53c1b50646aa7d",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.1686,
        "probability": 0.002043,
        "confidence_lo": 0.002018,
        "confidence_hi": 0.002043,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c367a8eeb36d1bc60917b4eb45cf0b8868b270377dee4e309a668140257bfc83",
        "signature": {
          "alg": "ed25519",
          "sig": "f62bc5f8fcb049ab550e1989cb7e80bfc19b1893e8f2b7501b78f484ecd73f71726b1aa3625c39c69d081ca92119a39661f9a8947ad2a1f3b124633015235305"
        }
      },
      "receipt_sha256": "c367a8eeb36d1bc60917b4eb45cf0b8868b270377dee4e309a668140257bfc83"
    },
    {
      "storm_id": "481584",
      "lat": 36.963,
      "lon": -113.724,
      "motion_east": 3.9,
      "motion_south": -7.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1329.0,
      "ebshear": 39.0,
      "srh01": 70.0,
      "maxllaz": 0.005,
      "mesh": 0.21,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 70.0
        },
        {
          "name": "hrrr_pwat",
          "value": 14.5865
        },
        {
          "name": "alignment",
          "value": 3.0741
        },
        {
          "name": "tau",
          "value": 0.3886
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1646
      },
      "coherence_score": 0.38861745595932007,
      "coherence_diagnostics": {
        "tau": 0.38861745595932007,
        "grad_tau": 0.04969597980380058,
        "torsion": 0.0,
        "alignment": 3.0740907192230225,
        "S_field": 0.15123653411865234,
        "Gamma_field": 0.491679310798645,
        "S_over_Gamma": 0.30759182572364807,
        "Da": 32.59320068359375,
        "E_coh": 0.5081979036331177,
        "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": [
          [
            [
              -113.73,
              37.0
            ],
            [
              -113.69,
              37.0
            ],
            [
              -113.68,
              36.99
            ],
            [
              -113.68,
              36.94
            ],
            [
              -113.71,
              36.91
            ],
            [
              -113.75,
              36.91
            ],
            [
              -113.76,
              36.92
            ],
            [
              -113.76,
              36.97
            ],
            [
              -113.75,
              36.99
            ],
            [
              -113.73,
              37.0
            ]
          ]
        ]
      },
      "raw_probability": 0.1646,
      "confidence_lo": 0.002,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "0bf17162105d27e72569c5e2889aae6ef661bd762a6ba9c0ba8b06248644a663",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.1646,
        "probability": 0.002043,
        "confidence_lo": 0.002018,
        "confidence_hi": 0.002043,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f8f6079831c245b55b970796e8668753fe7b04f35ffc14e0068aba17fb246b56",
        "signature": {
          "alg": "ed25519",
          "sig": "28faa93e96e98dfbf4b05da2806d1d42d39157bc4f326e82c5054c8e02f4ce09f47037dff46711456558354a2e2aee8330d59bdc7b35ae0e2cb5adf3e874db04"
        }
      },
      "receipt_sha256": "f8f6079831c245b55b970796e8668753fe7b04f35ffc14e0068aba17fb246b56"
    },
    {
      "storm_id": "481262",
      "lat": 50.1086,
      "lon": -88.6486,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 223.0,
      "ebshear": 34.0,
      "srh01": 59.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 59.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.8365
        },
        {
          "name": "alignment",
          "value": -9.5034
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1645
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5369660258293152,
        "torsion": 0.0,
        "alignment": -9.503360748291016,
        "S_field": 0.26561635732650757,
        "Gamma_field": 0.2600126266479492,
        "S_over_Gamma": 1.0215517282485962,
        "Da": 17.12714195251465,
        "E_coh": 0.16128510236740112,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.64,
              50.14
            ],
            [
              -88.63,
              50.13
            ],
            [
              -88.63,
              50.08
            ],
            [
              -88.64,
              50.07
            ],
            [
              -88.68,
              50.07
            ],
            [
              -88.68,
              50.13
            ],
            [
              -88.64,
              50.14
            ]
          ]
        ]
      },
      "raw_probability": 0.1645,
      "confidence_lo": 0.002,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "ae5442f0f9e7fbd51cb42e7c7e8a3f50c6e579b34960c314dbeeec23fdb6d7fd",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.1645,
        "probability": 0.002043,
        "confidence_lo": 0.002018,
        "confidence_hi": 0.002043,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "353247c8888634b71af240dbb8e9c5c5a98317cc891c6eaf1a315d39e5304c3a",
        "signature": {
          "alg": "ed25519",
          "sig": "45e802a3370fb77e19f0aa945a1078702fa49d82b26fea8e469cbe6e1b9f13e7af17334a532198613a8e96b12a9638c358897d6d21d1233eba2d1a7444153e0b"
        }
      },
      "receipt_sha256": "353247c8888634b71af240dbb8e9c5c5a98317cc891c6eaf1a315d39e5304c3a"
    },
    {
      "storm_id": "481486",
      "lat": 31.9657,
      "lon": -110.9647,
      "motion_east": 3.2,
      "motion_south": -5.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1213.0,
      "ebshear": 28.0,
      "srh01": 73.0,
      "maxllaz": 0.003,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 73.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.4615
        },
        {
          "name": "alignment",
          "value": 0.526
        },
        {
          "name": "tau",
          "value": 1.1834
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1622
      },
      "coherence_score": 1.1833772659301758,
      "coherence_diagnostics": {
        "tau": 1.1833772659301758,
        "grad_tau": 0.08937674015760422,
        "torsion": 0.0,
        "alignment": 0.5260463953018188,
        "S_field": 1.1593574285507202,
        "Gamma_field": 0.4466792941093445,
        "S_over_Gamma": 2.5955028533935547,
        "Da": 29.06992530822754,
        "E_coh": 0.9656841158866882,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.95,
              32.14
            ],
            [
              -110.91,
              32.14
            ],
            [
              -110.9,
              32.13
            ],
            [
              -110.9,
              32.07
            ],
            [
              -110.87,
              32.03
            ],
            [
              -110.86,
              31.99
            ],
            [
              -110.88,
              31.96
            ],
            [
              -110.88,
              31.94
            ],
            [
              -110.96,
              31.94
            ],
            [
              -111.0,
              31.91
            ],
            [
              -111.0,
              31.9
            ],
            [
              -110.98,
              31.88
            ],
            [
              -110.98,
              31.85
            ],
            [
              -110.97,
              31.84
            ],
            [
              -110.97,
              31.82
            ],
            [
              -110.99,
              31.82
            ],
            [
              -111.0,
              31.81
            ],
            [
              -111.01,
              31.82
            ],
            [
              -111.0,
              31.86
            ],
            [
              -111.01,
              31.88
            ],
            [
              -111.05,
              31.91
            ],
            [
              -111.05,
              31.96
            ],
            [
              -111.03,
              31.96
            ],
            [
              -110.98,
              31.99
            ],
            [
              -110.98,
              32.01
            ],
            [
              -110.96,
              32.04
            ],
            [
              -110.96,
              32.06
            ],
            [
              -110.98,
              32.08
            ],
            [
              -110.98,
              32.09
            ],
            [
              -110.95,
              32.14
            ]
          ]
        ]
      },
      "raw_probability": 0.1622,
      "confidence_lo": 0.002,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "037193597957c6a8f0708054bc1c9aed00572aea114a08f5db1c58f5b9cb46b5",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.1622,
        "probability": 0.002043,
        "confidence_lo": 0.002018,
        "confidence_hi": 0.002043,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "35535bdbf6030897eb1e8ba2bf450b50b1fbbdd5f876adb4157a96fc4b5d80ea",
        "signature": {
          "alg": "ed25519",
          "sig": "9b71f654e6fa91e81066f1a010b3ed49bcf4c34cc20941a63381d40836ecbb55f1f61286bf90e9319c90f9d53981b08766d02018488cc86e75235c6e7b4bbe04"
        }
      },
      "receipt_sha256": "35535bdbf6030897eb1e8ba2bf450b50b1fbbdd5f876adb4157a96fc4b5d80ea"
    },
    {
      "storm_id": "481525",
      "lat": 41.6647,
      "lon": -89.788,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1654.0,
      "ebshear": 26.0,
      "srh01": 111.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 111.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.0865
        },
        {
          "name": "alignment",
          "value": -0.5503
        },
        {
          "name": "tau",
          "value": 1.1872
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1596
      },
      "coherence_score": 1.1871620416641235,
      "coherence_diagnostics": {
        "tau": 1.1871620416641235,
        "grad_tau": 0.45330411195755005,
        "torsion": 1.0990986787362544e-08,
        "alignment": -0.550302267074585,
        "S_field": 0.8723685145378113,
        "Gamma_field": 0.791679322719574,
        "S_over_Gamma": 1.101921558380127,
        "Da": 44.94684600830078,
        "E_coh": 0.8536742925643921,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.83,
              41.72
            ],
            [
              -89.79,
              41.72
            ],
            [
              -89.76,
              41.7
            ],
            [
              -89.78,
              41.66
            ],
            [
              -89.76,
              41.64
            ],
            [
              -89.74,
              41.64
            ],
            [
              -89.73,
              41.63
            ],
            [
              -89.74,
              41.62
            ],
            [
              -89.74,
              41.6
            ],
            [
              -89.77,
              41.63
            ],
            [
              -89.82,
              41.63
            ],
            [
              -89.82,
              41.66
            ],
            [
              -89.86,
              41.7
            ],
            [
              -89.85,
              41.7
            ],
            [
              -89.83,
              41.72
            ]
          ]
        ]
      },
      "raw_probability": 0.1596,
      "confidence_lo": 0.002,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "ab0d28f5bba0489b94731876007ee4f22cc01107d9ca05af64cf9035cfb2367c",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.1596,
        "probability": 0.002043,
        "confidence_lo": 0.002018,
        "confidence_hi": 0.002043,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e4d926a8a0d9eb06aa7685e5137be20f8c41bf4d0058f259c56a0819df3e2bb2",
        "signature": {
          "alg": "ed25519",
          "sig": "24d83ecc9330475280cf42048e2d8c58af1fb461abbd0804468113073fafb8dafa5f1cd4116aff673a9768f7f67a7cd9279d4b67948b24df6bfb554416d18d0d"
        }
      },
      "receipt_sha256": "e4d926a8a0d9eb06aa7685e5137be20f8c41bf4d0058f259c56a0819df3e2bb2"
    },
    {
      "storm_id": "481333",
      "lat": 47.3282,
      "lon": -86.5691,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 405.0,
      "ebshear": 44.0,
      "srh01": 135.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 135.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.3365
        },
        {
          "name": "alignment",
          "value": -7.9115
        },
        {
          "name": "tau",
          "value": 0.7583
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1414
      },
      "coherence_score": 0.7582592964172363,
      "coherence_diagnostics": {
        "tau": 0.7582592964172363,
        "grad_tau": 0.292798787355423,
        "torsion": -4.980263756948489e-09,
        "alignment": -7.911540985107422,
        "S_field": 0.20397543907165527,
        "Gamma_field": 0.15251260995864868,
        "S_over_Gamma": 1.3374332189559937,
        "Da": 10.269829750061035,
        "E_coh": 0.046247001737356186,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.63,
              47.37
            ],
            [
              -86.61,
              47.36
            ],
            [
              -86.53,
              47.36
            ],
            [
              -86.51,
              47.35
            ],
            [
              -86.52,
              47.34
            ],
            [
              -86.52,
              47.29
            ],
            [
              -86.54,
              47.28
            ],
            [
              -86.55,
              47.29
            ],
            [
              -86.59,
              47.29
            ],
            [
              -86.63,
              47.31
            ],
            [
              -86.63,
              47.37
            ]
          ]
        ]
      },
      "raw_probability": 0.1414,
      "confidence_lo": 0.0018,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "c87708ee9e791ea2e119c0b7c865dcae2a300bc84d91c3f20c9d9687a7686ac3",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.1414,
        "probability": 0.001941,
        "confidence_lo": 0.001839,
        "confidence_hi": 0.001942,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9dd312e518ee444d1c17b80354b6a991e00b0f745362df26a3a9d79e1640f2bf",
        "signature": {
          "alg": "ed25519",
          "sig": "bdd7d7c28694f40a7f1dec4d557f1dbca518498f6d46232310be2e38a7f959a4c4acfaabe777acf70b5d466dc0de26986eda8f0290446f95c0eb7eddfba28508"
        }
      },
      "receipt_sha256": "9dd312e518ee444d1c17b80354b6a991e00b0f745362df26a3a9d79e1640f2bf"
    },
    {
      "storm_id": "480931",
      "lat": 27.5535,
      "lon": -84.251,
      "motion_east": 5.1,
      "motion_south": 5.2,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3522.0,
      "ebshear": 9.0,
      "srh01": 32.0,
      "maxllaz": 0.004,
      "mesh": 0.07,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.9615
        },
        {
          "name": "alignment",
          "value": 1.3535
        },
        {
          "name": "tau",
          "value": 3.3659
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1393
      },
      "coherence_score": 3.365875482559204,
      "coherence_diagnostics": {
        "tau": 3.365875482559204,
        "grad_tau": 0.37657061219215393,
        "torsion": 0.0,
        "alignment": 1.3534691333770752,
        "S_field": 1.2553255558013916,
        "Gamma_field": 0.21251261234283447,
        "S_over_Gamma": 5.907063961029053,
        "Da": 12.867128372192383,
        "E_coh": 0.9589142799377441,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.37,
              27.62
            ],
            [
              -84.3,
              27.62
            ],
            [
              -84.23,
              27.56
            ],
            [
              -84.19,
              27.56
            ],
            [
              -84.16,
              27.59
            ],
            [
              -84.15,
              27.58
            ],
            [
              -84.12,
              27.58
            ],
            [
              -84.09,
              27.55
            ],
            [
              -84.09,
              27.5
            ],
            [
              -84.11,
              27.47
            ],
            [
              -84.18,
              27.47
            ],
            [
              -84.21,
              27.5
            ],
            [
              -84.29,
              27.5
            ],
            [
              -84.33,
              27.53
            ],
            [
              -84.36,
              27.53
            ],
            [
              -84.37,
              27.55
            ],
            [
              -84.37,
              27.57
            ],
            [
              -84.36,
              27.58
            ],
            [
              -84.37,
              27.59
            ],
            [
              -84.37,
              27.62
            ]
          ]
        ]
      },
      "raw_probability": 0.1393,
      "confidence_lo": 0.0018,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "5c15609c9843e103ab615e91d8dba2887d7c7929dcb8ea0ddb14bab88c51e5d2",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.1393,
        "probability": 0.001941,
        "confidence_lo": 0.001839,
        "confidence_hi": 0.001942,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3c3a1837cc440c6d7d1be701526650cb08a5fd546bcae43bdb0ebf23716e52e2",
        "signature": {
          "alg": "ed25519",
          "sig": "32f9ca920c9e2bcfdc10bc8856a95c5b68116b99f468235f71f7ac3e3b4cead6c5445bafc6010efa156d7c18f490d261cc98472b4784e2cb5b90bc5d2fccdb05"
        }
      },
      "receipt_sha256": "3c3a1837cc440c6d7d1be701526650cb08a5fd546bcae43bdb0ebf23716e52e2"
    },
    {
      "storm_id": "481233",
      "lat": 38.1289,
      "lon": -115.4633,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1151.0,
      "ebshear": 18.0,
      "srh01": 43.0,
      "maxllaz": 0.002,
      "mesh": 0.55,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 6.9615
        },
        {
          "name": "alignment",
          "value": -7.1663
        },
        {
          "name": "tau",
          "value": 0.3646
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1351
      },
      "coherence_score": 0.3646136522293091,
      "coherence_diagnostics": {
        "tau": 0.3646136522293091,
        "grad_tau": 0.03636493161320686,
        "torsion": 0.0,
        "alignment": -7.166346549987793,
        "S_field": 0.16511933505535126,
        "Gamma_field": 0.2683459520339966,
        "S_over_Gamma": 0.6153226494789124,
        "Da": 16.900386810302734,
        "E_coh": 0.38379818201065063,
        "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": [
          [
            [
              -115.49,
              38.17
            ],
            [
              -115.44,
              38.17
            ],
            [
              -115.41,
              38.14
            ],
            [
              -115.41,
              38.1
            ],
            [
              -115.43,
              38.08
            ],
            [
              -115.48,
              38.08
            ],
            [
              -115.51,
              38.1
            ],
            [
              -115.51,
              38.15
            ],
            [
              -115.49,
              38.17
            ]
          ]
        ]
      },
      "raw_probability": 0.1351,
      "confidence_lo": 0.0018,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "04bf1ff72addf392617d26604f16ddb607843e530777a107883c2864ad4714b9",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.1351,
        "probability": 0.001941,
        "confidence_lo": 0.001839,
        "confidence_hi": 0.001942,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "de7d164a048c8fb2b664aa5ff349ead8c8bfa6b4daffda3409a59ec6e964b01f",
        "signature": {
          "alg": "ed25519",
          "sig": "18fe90a48b2d7a93392127ceebddfd4a50571e1e46af8933a566a78d3e6d19ce841e7a19a599e6e8273ec0a6addcde6cf5fbb3c334cb0c2a8bc4df47a106be07"
        }
      },
      "receipt_sha256": "de7d164a048c8fb2b664aa5ff349ead8c8bfa6b4daffda3409a59ec6e964b01f"
    },
    {
      "storm_id": "481604",
      "lat": 31.91,
      "lon": -111.5863,
      "motion_east": 4.3,
      "motion_south": -2.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1823.0,
      "ebshear": 32.0,
      "srh01": 80.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 80.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.4615
        },
        {
          "name": "alignment",
          "value": 0.526
        },
        {
          "name": "tau",
          "value": 1.1834
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.133
      },
      "coherence_score": 1.1833772659301758,
      "coherence_diagnostics": {
        "tau": 1.1833772659301758,
        "grad_tau": 0.08937674015760422,
        "torsion": 0.0,
        "alignment": 0.5260463953018188,
        "S_field": 1.1593574285507202,
        "Gamma_field": 0.4466792941093445,
        "S_over_Gamma": 2.5955028533935547,
        "Da": 29.06992530822754,
        "E_coh": 0.9656841158866882,
        "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": [
          [
            [
              -111.6,
              31.94
            ],
            [
              -111.56,
              31.94
            ],
            [
              -111.55,
              31.93
            ],
            [
              -111.55,
              31.89
            ],
            [
              -111.59,
              31.87
            ],
            [
              -111.62,
              31.87
            ],
            [
              -111.62,
              31.9
            ],
            [
              -111.6,
              31.94
            ]
          ]
        ]
      },
      "raw_probability": 0.133,
      "confidence_lo": 0.0018,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "3a69902c0912d5d328d62d4c5fad52939ccfc003ed917c0e844bd3a645638d40",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.133,
        "probability": 0.001941,
        "confidence_lo": 0.001839,
        "confidence_hi": 0.001942,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a025f3191b37e593de66f713fe653037e381a3242182732803156ff054b35bce",
        "signature": {
          "alg": "ed25519",
          "sig": "299350c9998fb4be77bdb0de14af75173698c255e827c89f43e025c4fe8e15c657f991728623858701c69bfed3752f657b9f5fe460322f9555cc3027269bbf0a"
        }
      },
      "receipt_sha256": "a025f3191b37e593de66f713fe653037e381a3242182732803156ff054b35bce"
    },
    {
      "storm_id": "481269",
      "lat": 38.0271,
      "lon": -114.6886,
      "motion_east": 2.5,
      "motion_south": -4.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1695.0,
      "ebshear": 21.0,
      "srh01": 38.0,
      "maxllaz": 0.003,
      "mesh": 1.35,
      "flash_rate": 12.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 6.9615
        },
        {
          "name": "alignment",
          "value": -7.1663
        },
        {
          "name": "tau",
          "value": 0.3646
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.132
      },
      "coherence_score": 0.3646136522293091,
      "coherence_diagnostics": {
        "tau": 0.3646136522293091,
        "grad_tau": 0.03636493161320686,
        "torsion": 0.0,
        "alignment": -7.166346549987793,
        "S_field": 0.16511933505535126,
        "Gamma_field": 0.2683459520339966,
        "S_over_Gamma": 0.6153226494789124,
        "Da": 16.900386810302734,
        "E_coh": 0.38379818201065063,
        "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": [
          [
            [
              -114.73,
              38.09
            ],
            [
              -114.67,
              38.09
            ],
            [
              -114.66,
              38.08
            ],
            [
              -114.64,
              38.08
            ],
            [
              -114.61,
              38.05
            ],
            [
              -114.61,
              38.01
            ],
            [
              -114.63,
              37.99
            ],
            [
              -114.63,
              37.98
            ],
            [
              -114.7,
              37.93
            ],
            [
              -114.74,
              37.93
            ],
            [
              -114.77,
              37.96
            ],
            [
              -114.77,
              38.03
            ],
            [
              -114.75,
              38.07
            ],
            [
              -114.73,
              38.09
            ]
          ]
        ]
      },
      "raw_probability": 0.132,
      "confidence_lo": 0.0018,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "7d8b9e2d2fd22bf7226f18df078dc40348c4658e09b8d382d6b8fed13fed0ea0",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.132,
        "probability": 0.001941,
        "confidence_lo": 0.001839,
        "confidence_hi": 0.001942,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0c06f47d494c051d4f3876e9f291fc648d8923b34ce8f14128e5608e13307a6f",
        "signature": {
          "alg": "ed25519",
          "sig": "ae53fc2516ff473ad67a2939695bc9e9f3209c564c65508bf60d1d60ceb1d13515d3b43df6a07faf691a5129e01e5908a6eec4675efc223ce5082c480b54810b"
        }
      },
      "receipt_sha256": "0c06f47d494c051d4f3876e9f291fc648d8923b34ce8f14128e5608e13307a6f"
    },
    {
      "storm_id": "481456",
      "lat": 44.3744,
      "lon": -80.2333,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 215.0,
      "ebshear": 30.0,
      "srh01": 67.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 67.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.9615
        },
        {
          "name": "alignment",
          "value": 4.2219
        },
        {
          "name": "tau",
          "value": 0.9953
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1255
      },
      "coherence_score": 0.9952781200408936,
      "coherence_diagnostics": {
        "tau": 0.9952781200408936,
        "grad_tau": 0.09852490574121475,
        "torsion": 0.0,
        "alignment": 4.22192907333374,
        "S_field": 0.23685623705387115,
        "Gamma_field": 0.4258459508419037,
        "S_over_Gamma": 0.556201696395874,
        "Da": 27.70906639099121,
        "E_coh": 0.1498483419418335,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.26,
              44.41
            ],
            [
              -80.22,
              44.41
            ],
            [
              -80.19,
              44.38
            ],
            [
              -80.19,
              44.34
            ],
            [
              -80.2,
              44.33
            ],
            [
              -80.24,
              44.33
            ],
            [
              -80.27,
              44.36
            ],
            [
              -80.27,
              44.4
            ],
            [
              -80.26,
              44.41
            ]
          ]
        ]
      },
      "raw_probability": 0.1255,
      "confidence_lo": 0.0017,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "afded19a9bcec99f579cf9896ad49a51252ec834ca7b5601333822d2b7e69c4b",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.1255,
        "probability": 0.001886,
        "confidence_lo": 0.001666,
        "confidence_hi": 0.001886,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5346d93203c31975b5f434549ba8b01cd6b46527aae2cb585bc330a335e68964",
        "signature": {
          "alg": "ed25519",
          "sig": "4b3c7119929104bfd23da4bda33ef6f8f96df0298f6bbe68aede1d5a4741a2eb7854ddd2735e16e5a6997e7aa5952d39699327782d98a6041f22fb0a11f2c408"
        }
      },
      "receipt_sha256": "5346d93203c31975b5f434549ba8b01cd6b46527aae2cb585bc330a335e68964"
    },
    {
      "storm_id": "481488",
      "lat": 31.7256,
      "lon": -110.6589,
      "motion_east": 3.2,
      "motion_south": -6.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1416.0,
      "ebshear": 27.0,
      "srh01": 42.0,
      "maxllaz": 0.006,
      "mesh": 0.34,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.2115
        },
        {
          "name": "alignment",
          "value": -1.2187
        },
        {
          "name": "tau",
          "value": 1.0164
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1245
      },
      "coherence_score": 1.0163947343826294,
      "coherence_diagnostics": {
        "tau": 1.0163947343826294,
        "grad_tau": 0.1835656464099884,
        "torsion": 0.0,
        "alignment": -1.2187399864196777,
        "S_field": 0.257925808429718,
        "Gamma_field": 0.8575126528739929,
        "S_over_Gamma": 0.3007836639881134,
        "Da": 55.040348052978516,
        "E_coh": 0.822299063205719,
        "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": [
          [
            [
              -110.68,
              31.76
            ],
            [
              -110.64,
              31.76
            ],
            [
              -110.62,
              31.75
            ],
            [
              -110.6,
              31.71
            ],
            [
              -110.63,
              31.68
            ],
            [
              -110.68,
              31.68
            ],
            [
              -110.7,
              31.7
            ],
            [
              -110.7,
              31.73
            ],
            [
              -110.68,
              31.76
            ]
          ]
        ]
      },
      "raw_probability": 0.1245,
      "confidence_lo": 0.0017,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "f9c7a3d9d4167c793a539f7df8501c8d72ba8aef869706e7678ee8ec1415eac4",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.1245,
        "probability": 0.001886,
        "confidence_lo": 0.001666,
        "confidence_hi": 0.001886,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "edb6b98f7672800261920f8f2c76a7ffaff6aa58112cafc4c58ffb4ce80321a6",
        "signature": {
          "alg": "ed25519",
          "sig": "a9dfd38de11cf03183434e299791e9768e918dab68a10df84c46244e48f9a071a89725e9cf56cdabfb7c47d20018b0c849712d444d288bbcd6062d2de0cc5405"
        }
      },
      "receipt_sha256": "edb6b98f7672800261920f8f2c76a7ffaff6aa58112cafc4c58ffb4ce80321a6"
    },
    {
      "storm_id": "481227",
      "lat": 26.7424,
      "lon": -80.5512,
      "motion_east": 5.2,
      "motion_south": 5.4,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0018,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3163.0,
      "ebshear": 17.0,
      "srh01": 34.0,
      "maxllaz": 0.003,
      "mesh": 0.17,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.5865
        },
        {
          "name": "alignment",
          "value": 0.4218
        },
        {
          "name": "tau",
          "value": 2.7777
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1186
      },
      "coherence_score": 2.777667999267578,
      "coherence_diagnostics": {
        "tau": 2.777667999267578,
        "grad_tau": 0.6472367644309998,
        "torsion": 0.0,
        "alignment": 0.42181944847106934,
        "S_field": 0.8300496935844421,
        "Gamma_field": 0.22417928278446198,
        "S_over_Gamma": 3.70261549949646,
        "Da": 13.784086227416992,
        "E_coh": 0.9775919318199158,
        "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": [
          [
            [
              -80.51,
              26.85
            ],
            [
              -80.46,
              26.85
            ],
            [
              -80.44,
              26.83
            ],
            [
              -80.44,
              26.78
            ],
            [
              -80.45,
              26.76
            ],
            [
              -80.51,
              26.71
            ],
            [
              -80.52,
              26.71
            ],
            [
              -80.56,
              26.67
            ],
            [
              -80.59,
              26.67
            ],
            [
              -80.6,
              26.66
            ],
            [
              -80.61,
              26.67
            ],
            [
              -80.64,
              26.67
            ],
            [
              -80.66,
              26.69
            ],
            [
              -80.65,
              26.73
            ],
            [
              -80.63,
              26.75
            ],
            [
              -80.59,
              26.77
            ],
            [
              -80.51,
              26.85
            ]
          ]
        ]
      },
      "raw_probability": 0.1186,
      "confidence_lo": 0.0017,
      "confidence_hi": 0.0018,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "615b83d6a00869a2deeb7812e004c7cad905750ea3628cd7cf7b9b1e9eefcdb7",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.1186,
        "probability": 0.001785,
        "confidence_lo": 0.001666,
        "confidence_hi": 0.001785,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7993af4285656b7e3cf198d4ec2fbd0782fcde5910787cd1f2b76ab54c9db5db",
        "signature": {
          "alg": "ed25519",
          "sig": "bca4ad63f8eb6bf6ed14f6eb441d97901a4f2ec6c575242383450efa6528432dde46564fa2e1c7735a62b2674eebd0db9049d84b57eae6d60296be01e3bdd800"
        }
      },
      "receipt_sha256": "7993af4285656b7e3cf198d4ec2fbd0782fcde5910787cd1f2b76ab54c9db5db"
    },
    {
      "storm_id": "481079",
      "lat": 28.245,
      "lon": -81.14,
      "motion_east": 5.1,
      "motion_south": 5.6,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0018,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2347.0,
      "ebshear": 21.0,
      "srh01": 31.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.8365
        },
        {
          "name": "alignment",
          "value": 0.2124
        },
        {
          "name": "tau",
          "value": 3.3709
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1149
      },
      "coherence_score": 3.3709046840667725,
      "coherence_diagnostics": {
        "tau": 3.3709046840667725,
        "grad_tau": 0.14031989872455597,
        "torsion": 0.0,
        "alignment": 0.21241293847560883,
        "S_field": 0.6752508282661438,
        "Gamma_field": 0.2891792953014374,
        "S_over_Gamma": 2.335059404373169,
        "Da": 18.20865821838379,
        "E_coh": 0.9585457444190979,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.16,
              28.27
            ],
            [
              -81.12,
              28.27
            ],
            [
              -81.12,
              28.25
            ],
            [
              -81.11,
              28.24
            ],
            [
              -81.11,
              28.2
            ],
            [
              -81.17,
              28.2
            ],
            [
              -81.17,
              28.26
            ],
            [
              -81.16,
              28.27
            ]
          ]
        ]
      },
      "raw_probability": 0.1149,
      "confidence_lo": 0.0017,
      "confidence_hi": 0.0018,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "0f5c0908e7c114adaf4d64b519476c498cb550ddca31fc68dead13d7c457d288",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.1149,
        "probability": 0.001785,
        "confidence_lo": 0.001666,
        "confidence_hi": 0.001785,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6845e9e603152fe9343b0bb61e5d21d9e588858808a5a99cc161175fdcb3339c",
        "signature": {
          "alg": "ed25519",
          "sig": "a039dbd151b57d38e9b58f9c18dd1176b77b91eca79568bf5f00aa731f32a8bf78df0368fc645bdc2c86833ed413cdc84d0ffa76dab3e82767d1ad30e182a507"
        }
      },
      "receipt_sha256": "6845e9e603152fe9343b0bb61e5d21d9e588858808a5a99cc161175fdcb3339c"
    },
    {
      "storm_id": "481575",
      "lat": 25.3633,
      "lon": -80.8833,
      "motion_east": 5.2,
      "motion_south": 5.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0017,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3511.0,
      "ebshear": 11.0,
      "srh01": 35.0,
      "maxllaz": 0.004,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.7115
        },
        {
          "name": "alignment",
          "value": -0.8716
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.112
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.9571363925933838,
        "torsion": 0.0,
        "alignment": -0.8716392517089844,
        "S_field": 1.3741320371627808,
        "Gamma_field": 0.19334594905376434,
        "S_over_Gamma": 7.107115745544434,
        "Da": 11.951984405517578,
        "E_coh": 0.9777607321739197,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.89,
              25.39
            ],
            [
              -80.87,
              25.39
            ],
            [
              -80.84,
              25.36
            ],
            [
              -80.84,
              25.34
            ],
            [
              -80.85,
              25.33
            ],
            [
              -80.94,
              25.33
            ],
            [
              -80.92,
              25.37
            ],
            [
              -80.91,
              25.37
            ],
            [
              -80.89,
              25.39
            ]
          ]
        ]
      },
      "raw_probability": 0.112,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0017,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "69f61e965922588000b299f6ee6ce89236b6cb376b86a0454d1e4aafe497cdde",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.112,
        "probability": 0.001667,
        "confidence_lo": 0.001335,
        "confidence_hi": 0.001667,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "599803ed4cdb631e1dd7ed0f4320e97f69c382a49f4a2b8b6c742ce8548dcfe5",
        "signature": {
          "alg": "ed25519",
          "sig": "fe52035df675fde6d7fd539e2ed6012d80f5dbaf0c66c28ad44263a9f5c10034d6cefc9ccfb06fbdf86896482baaaa675abfb5e792f99050c79f554dfd27bb02"
        }
      },
      "receipt_sha256": "599803ed4cdb631e1dd7ed0f4320e97f69c382a49f4a2b8b6c742ce8548dcfe5"
    },
    {
      "storm_id": "481182",
      "lat": 30.5056,
      "lon": -88.4511,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2806.0,
      "ebshear": 12.0,
      "srh01": 25.0,
      "maxllaz": 0.005,
      "mesh": 0.15,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.2115
        },
        {
          "name": "alignment",
          "value": -2.9952
        },
        {
          "name": "tau",
          "value": 2.9952
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1071
      },
      "coherence_score": 2.995194435119629,
      "coherence_diagnostics": {
        "tau": 2.995194435119629,
        "grad_tau": 0.3677259087562561,
        "torsion": 0.0,
        "alignment": -2.9952127933502197,
        "S_field": 1.0922026634216309,
        "Gamma_field": 0.24501262605190277,
        "S_over_Gamma": 4.457740306854248,
        "Da": 15.429356575012207,
        "E_coh": 0.9086667895317078,
        "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": [
          [
            [
              -88.46,
              30.53
            ],
            [
              -88.43,
              30.53
            ],
            [
              -88.42,
              30.52
            ],
            [
              -88.42,
              30.5
            ],
            [
              -88.44,
              30.47
            ],
            [
              -88.47,
              30.47
            ],
            [
              -88.48,
              30.48
            ],
            [
              -88.48,
              30.52
            ],
            [
              -88.46,
              30.53
            ]
          ]
        ]
      },
      "raw_probability": 0.1071,
      "confidence_lo": 0.001,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "d51b9069e31c2c5199c690b98d0673ea4599d859eb0cc80cfc675ba22fa0bf0a",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.1071,
        "probability": 0.001136,
        "confidence_lo": 0.00103,
        "confidence_hi": 0.001136,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "27e94c1f962022cb702674ee4369d4640ec1a76d6f48180e160500bfefa963f6",
        "signature": {
          "alg": "ed25519",
          "sig": "d45012f9fb64464ffcc1ccb658fa108483874be67591c99fbbc6e28ab12adfbfa02ea573fef805eea7574fea723f9a0f1fcdc0bad0c1b95a4cc5c5cdd9a2550b"
        }
      },
      "receipt_sha256": "27e94c1f962022cb702674ee4369d4640ec1a76d6f48180e160500bfefa963f6"
    },
    {
      "storm_id": "481502",
      "lat": 37.54,
      "lon": -111.8388,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 870.0,
      "ebshear": 26.0,
      "srh01": 71.0,
      "maxllaz": 0.007,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 71.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.9615
        },
        {
          "name": "alignment",
          "value": -2.7798
        },
        {
          "name": "tau",
          "value": 0.9272
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1067
      },
      "coherence_score": 0.9271848201751709,
      "coherence_diagnostics": {
        "tau": 0.9271848201751709,
        "grad_tau": 0.15370699763298035,
        "torsion": 0.0,
        "alignment": -2.779808521270752,
        "S_field": 1.106048345565796,
        "Gamma_field": 0.3425126373767853,
        "S_over_Gamma": 3.2292191982269287,
        "Da": 21.379194259643555,
        "E_coh": 0.9174788594245911,
        "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": [
          [
            [
              -111.85,
              37.57
            ],
            [
              -111.83,
              37.57
            ],
            [
              -111.81,
              37.55
            ],
            [
              -111.81,
              37.51
            ],
            [
              -111.82,
              37.5
            ],
            [
              -111.87,
              37.5
            ],
            [
              -111.87,
              37.55
            ],
            [
              -111.85,
              37.57
            ]
          ]
        ]
      },
      "raw_probability": 0.1067,
      "confidence_lo": 0.001,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "ff22a480215e02d10ec6c7315a216fbec94fa3baf0214691825e45eac728c88a",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.1067,
        "probability": 0.001136,
        "confidence_lo": 0.00103,
        "confidence_hi": 0.001136,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d831d90e966086acc54a8547328cda188004f41d1bef9f9f9dc633605f233dac",
        "signature": {
          "alg": "ed25519",
          "sig": "ae76fd1d54d8cfa3e741a0c6b9b2b85c84076950d642f85a13eff4ef469d5c5ba5f8d51d3e49b736979ec95cce62f16e1a100aa4a409ecb831ce9abdd7189904"
        }
      },
      "receipt_sha256": "d831d90e966086acc54a8547328cda188004f41d1bef9f9f9dc633605f233dac"
    },
    {
      "storm_id": "481633",
      "lat": 29.11,
      "lon": -77.9389,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3091.0,
      "ebshear": 10.0,
      "srh01": 49.0,
      "maxllaz": 0.0,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.9615
        },
        {
          "name": "alignment",
          "value": -0.8609
        },
        {
          "name": "tau",
          "value": 3.2237
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1037
      },
      "coherence_score": 3.2236857414245605,
      "coherence_diagnostics": {
        "tau": 3.2236857414245605,
        "grad_tau": 0.0742926076054573,
        "torsion": 0.0,
        "alignment": -0.8609405755996704,
        "S_field": 0.9184091091156006,
        "Gamma_field": 0.24001261591911316,
        "S_over_Gamma": 3.8265035152435303,
        "Da": 14.793706893920898,
        "E_coh": 0.9867589473724365,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.95,
              29.14
            ],
            [
              -77.92,
              29.14
            ],
            [
              -77.91,
              29.13
            ],
            [
              -77.91,
              29.07
            ],
            [
              -77.94,
              29.07
            ],
            [
              -77.94,
              29.08
            ],
            [
              -77.96,
              29.1
            ],
            [
              -77.97,
              29.12
            ],
            [
              -77.95,
              29.14
            ]
          ]
        ]
      },
      "raw_probability": 0.1037,
      "confidence_lo": 0.001,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "1849406ade37ee1337eb507d4894708f580d1b21aea27a172eaefe7190a074f1",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.1037,
        "probability": 0.001136,
        "confidence_lo": 0.00103,
        "confidence_hi": 0.001136,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e43adbf81065d8ec7fa9066f6deb3c3855865df728ac5895fef6b8300b112a62",
        "signature": {
          "alg": "ed25519",
          "sig": "726f74b36606b374d998c164ef3ed204f39f305c27fb936619b5b0ca1d14b6375c4e002c6edc538c92626a022774526e90137e27e54cbc04e143213d55282301"
        }
      },
      "receipt_sha256": "e43adbf81065d8ec7fa9066f6deb3c3855865df728ac5895fef6b8300b112a62"
    },
    {
      "storm_id": "480745",
      "lat": 30.543,
      "lon": -89.061,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2133.0,
      "ebshear": 17.0,
      "srh01": 22.0,
      "maxllaz": 0.002,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.2115
        },
        {
          "name": "alignment",
          "value": -2.9952
        },
        {
          "name": "tau",
          "value": 2.9952
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0997
      },
      "coherence_score": 2.995194435119629,
      "coherence_diagnostics": {
        "tau": 2.995194435119629,
        "grad_tau": 0.3677259087562561,
        "torsion": 0.0,
        "alignment": -2.9952127933502197,
        "S_field": 1.0922026634216309,
        "Gamma_field": 0.24501262605190277,
        "S_over_Gamma": 4.457740306854248,
        "Da": 15.429356575012207,
        "E_coh": 0.9086667895317078,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.1,
              30.58
            ],
            [
              -89.04,
              30.58
            ],
            [
              -89.02,
              30.57
            ],
            [
              -89.01,
              30.55
            ],
            [
              -89.01,
              30.52
            ],
            [
              -89.04,
              30.5
            ],
            [
              -89.07,
              30.5
            ],
            [
              -89.09,
              30.51
            ],
            [
              -89.13,
              30.54
            ],
            [
              -89.1,
              30.58
            ]
          ]
        ]
      },
      "raw_probability": 0.0997,
      "confidence_lo": 0.001,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "dfd183b0d6bdf09607fe6cb4791b239511a3858ce7012bd3fb11c0a61054ad81",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0997,
        "probability": 0.001104,
        "confidence_lo": 0.00103,
        "confidence_hi": 0.001104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1bb59fc2a954b548586256b3ec6b416bae0328b12091e290716ccb31ec4fbb50",
        "signature": {
          "alg": "ed25519",
          "sig": "4f7677cb4a13053cbd34695ff68dfe88c5eb40dddeb8631c6b9d000208f34385886edab3482b3c309773b1ca66c9691842e7ae7e7e2808efdaee43fecc01d306"
        }
      },
      "receipt_sha256": "1bb59fc2a954b548586256b3ec6b416bae0328b12091e290716ccb31ec4fbb50"
    },
    {
      "storm_id": "481349",
      "lat": 36.0773,
      "lon": -105.6618,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 280.0,
      "ebshear": 27.0,
      "srh01": 79.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 79.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.7115
        },
        {
          "name": "alignment",
          "value": -6.2411
        },
        {
          "name": "tau",
          "value": 0.6572
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.099
      },
      "coherence_score": 0.6571956276893616,
      "coherence_diagnostics": {
        "tau": 0.6571956276893616,
        "grad_tau": 0.0237305648624897,
        "torsion": 0.0,
        "alignment": -6.241104602813721,
        "S_field": 0.1584850400686264,
        "Gamma_field": 0.2383459508419037,
        "S_over_Gamma": 0.6649370193481445,
        "Da": 14.947964668273926,
        "E_coh": 0.5503583550453186,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.68,
              36.12
            ],
            [
              -105.64,
              36.12
            ],
            [
              -105.62,
              36.1
            ],
            [
              -105.62,
              36.06
            ],
            [
              -105.63,
              36.04
            ],
            [
              -105.65,
              36.03
            ],
            [
              -105.66,
              36.04
            ],
            [
              -105.69,
              36.04
            ],
            [
              -105.71,
              36.07
            ],
            [
              -105.7,
              36.11
            ],
            [
              -105.68,
              36.12
            ]
          ]
        ]
      },
      "raw_probability": 0.099,
      "confidence_lo": 0.001,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "50aa0c2ec53129678f3b722d41a6fe402f326c034ce4ae8c7093bdf4fea370c6",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.099,
        "probability": 0.001087,
        "confidence_lo": 0.00103,
        "confidence_hi": 0.001087,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cd0bdac44585207e7cfa9bbcecc771d22f38231b2dd947f275e756659e2b391a",
        "signature": {
          "alg": "ed25519",
          "sig": "925fb8daee2469c6fe0f45059f9c952e9aac0ebf3a977c8e88609140b8ee132fde85df854ecd267696fccc383d7b39f8fc90f4d0864b18c6a286ededc8d21a02"
        }
      },
      "receipt_sha256": "cd0bdac44585207e7cfa9bbcecc771d22f38231b2dd947f275e756659e2b391a"
    },
    {
      "storm_id": "481522",
      "lat": 50.9275,
      "lon": -98.2163,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 402.0,
      "ebshear": 36.0,
      "srh01": 102.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 102.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.3365
        },
        {
          "name": "alignment",
          "value": -0.8784
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0976
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5579228401184082,
        "torsion": 0.0,
        "alignment": -0.8783607482910156,
        "S_field": 0.18465933203697205,
        "Gamma_field": 0.20251262187957764,
        "S_over_Gamma": 0.911841094493866,
        "Da": 13.067645072937012,
        "E_coh": 0.47554007172584534,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.28,
              50.96
            ],
            [
              -98.17,
              50.96
            ],
            [
              -98.16,
              50.94
            ],
            [
              -98.16,
              50.9
            ],
            [
              -98.18,
              50.89
            ],
            [
              -98.23,
              50.89
            ],
            [
              -98.27,
              50.92
            ],
            [
              -98.28,
              50.96
            ]
          ]
        ]
      },
      "raw_probability": 0.0976,
      "confidence_lo": 0.001,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "bf518d653f6a6f00406134df81f19fe2f587af9831b4e3390c23c19eb3c55ca5",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0976,
        "probability": 0.001087,
        "confidence_lo": 0.00103,
        "confidence_hi": 0.001087,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e858e17422d852566a7a444210a3ad6a7d82ae05d5424fa9a900f32d66b2757b",
        "signature": {
          "alg": "ed25519",
          "sig": "98e9d9b9f2545ac27e942a2845c4badeee80ffa6299404e442e1226ec7ff4f3137b24bd1a25bc18bdc98426d94cef60d35a648af7c3b12fa04e3819dd4867104"
        }
      },
      "receipt_sha256": "e858e17422d852566a7a444210a3ad6a7d82ae05d5424fa9a900f32d66b2757b"
    },
    {
      "storm_id": "481571",
      "lat": 27.95,
      "lon": -80.779,
      "motion_east": 5.1,
      "motion_south": 5.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3069.0,
      "ebshear": 16.0,
      "srh01": 30.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 59.3365
        },
        {
          "name": "alignment",
          "value": 2.5894
        },
        {
          "name": "tau",
          "value": 3.3886
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0953
      },
      "coherence_score": 3.3885865211486816,
      "coherence_diagnostics": {
        "tau": 3.3885865211486816,
        "grad_tau": 0.13972929120063782,
        "torsion": 0.0,
        "alignment": 2.5893776416778564,
        "S_field": 0.7974354028701782,
        "Gamma_field": 0.24001261591911316,
        "S_over_Gamma": 3.3224728107452393,
        "Da": 14.79284381866455,
        "E_coh": 0.9250960350036621,
        "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": [
          [
            [
              -80.76,
              27.98
            ],
            [
              -80.74,
              27.96
            ],
            [
              -80.74,
              27.94
            ],
            [
              -80.76,
              27.91
            ],
            [
              -80.8,
              27.9
            ],
            [
              -80.82,
              27.93
            ],
            [
              -80.82,
              27.96
            ],
            [
              -80.81,
              27.97
            ],
            [
              -80.78,
              27.97
            ],
            [
              -80.76,
              27.98
            ]
          ]
        ]
      },
      "raw_probability": 0.0953,
      "confidence_lo": 0.001,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "555b6dedfb5aab099094315864b229e1d627494475ecbe519daa3bcfbcba77ee",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0953,
        "probability": 0.001087,
        "confidence_lo": 0.00103,
        "confidence_hi": 0.001087,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7e68efea226ab2acb08a2f2b6113975186c357340c4061176d3f04dd59673640",
        "signature": {
          "alg": "ed25519",
          "sig": "b080b6a297394dcef42363cdd11976c40b7c533f63218e50e359173ef8335cbb568e4c43cc786af44cca30bde0e0a86a2a5006fe9033067c08fef7c562078c03"
        }
      },
      "receipt_sha256": "7e68efea226ab2acb08a2f2b6113975186c357340c4061176d3f04dd59673640"
    },
    {
      "storm_id": "481623",
      "lat": 36.7478,
      "lon": -113.9367,
      "motion_east": 3.9,
      "motion_south": -8.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1483.0,
      "ebshear": 35.0,
      "srh01": 56.0,
      "maxllaz": 0.007,
      "mesh": 0.44,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 56.0
        },
        {
          "name": "hrrr_pwat",
          "value": 14.5865
        },
        {
          "name": "alignment",
          "value": 3.0741
        },
        {
          "name": "tau",
          "value": 0.3886
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0934
      },
      "coherence_score": 0.38861745595932007,
      "coherence_diagnostics": {
        "tau": 0.38861745595932007,
        "grad_tau": 0.04969597980380058,
        "torsion": 0.0,
        "alignment": 3.0740907192230225,
        "S_field": 0.15123653411865234,
        "Gamma_field": 0.491679310798645,
        "S_over_Gamma": 0.30759182572364807,
        "Da": 32.59320068359375,
        "E_coh": 0.5081979036331177,
        "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": [
          [
            [
              -113.94,
              36.79
            ],
            [
              -113.92,
              36.79
            ],
            [
              -113.9,
              36.77
            ],
            [
              -113.9,
              36.72
            ],
            [
              -113.93,
              36.7
            ],
            [
              -113.96,
              36.7
            ],
            [
              -113.97,
              36.71
            ],
            [
              -113.97,
              36.76
            ],
            [
              -113.94,
              36.79
            ]
          ]
        ]
      },
      "raw_probability": 0.0934,
      "confidence_lo": 0.001,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "f3d588df1bde77a4e08b9770045d0747b8d137e1211636d30008ec58e43f5a43",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0934,
        "probability": 0.001087,
        "confidence_lo": 0.00103,
        "confidence_hi": 0.001087,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7ae6b750bf7e98794e07ae9758bdc726046ab628fd5071fd962bbfad2fd17e12",
        "signature": {
          "alg": "ed25519",
          "sig": "e7b6d45d412c625f010310443627e01fcf0fd2b77b2f437778dc5b947fa21f836e2327970e61a30d0f8234a481974c294f9bf1a4d7f8383b4558cfb73b8e650b"
        }
      },
      "receipt_sha256": "7ae6b750bf7e98794e07ae9758bdc726046ab628fd5071fd962bbfad2fd17e12"
    },
    {
      "storm_id": "481636",
      "lat": 27.7443,
      "lon": -84.32,
      "motion_east": 5.1,
      "motion_south": 5.1,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3329.0,
      "ebshear": 10.0,
      "srh01": 30.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.9615
        },
        {
          "name": "alignment",
          "value": 1.3535
        },
        {
          "name": "tau",
          "value": 3.3659
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0927
      },
      "coherence_score": 3.365875482559204,
      "coherence_diagnostics": {
        "tau": 3.365875482559204,
        "grad_tau": 0.37657061219215393,
        "torsion": 0.0,
        "alignment": 1.3534691333770752,
        "S_field": 1.2553255558013916,
        "Gamma_field": 0.21251261234283447,
        "S_over_Gamma": 5.907063961029053,
        "Da": 12.867128372192383,
        "E_coh": 0.9589142799377441,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.33,
              27.79
            ],
            [
              -84.32,
              27.78
            ],
            [
              -84.31,
              27.79
            ],
            [
              -84.29,
              27.77
            ],
            [
              -84.3,
              27.76
            ],
            [
              -84.3,
              27.72
            ],
            [
              -84.31,
              27.7
            ],
            [
              -84.32,
              27.71
            ],
            [
              -84.33,
              27.69
            ],
            [
              -84.33,
              27.71
            ],
            [
              -84.34,
              27.72
            ],
            [
              -84.34,
              27.74
            ],
            [
              -84.33,
              27.75
            ],
            [
              -84.33,
              27.79
            ]
          ]
        ]
      },
      "raw_probability": 0.0927,
      "confidence_lo": 0.001,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "7af94db9c38615259b430b4f8e7e785771e8485336e1582729d29f23ad121ced",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0927,
        "probability": 0.001087,
        "confidence_lo": 0.00103,
        "confidence_hi": 0.001087,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3403f43eb682f31db9f879158033b3b944bceadb9e7feb0342c0251001868f18",
        "signature": {
          "alg": "ed25519",
          "sig": "c27f40da0dc622c115265c5f27bbe169df0973e09bface1552c245d6ea9e682e49857e53d7036930cd2d1ddca4868afccd528e7b336a38dcc04083542c8d7301"
        }
      },
      "receipt_sha256": "3403f43eb682f31db9f879158033b3b944bceadb9e7feb0342c0251001868f18"
    },
    {
      "storm_id": "481638",
      "lat": 27.0611,
      "lon": -84.7178,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3934.0,
      "ebshear": 10.0,
      "srh01": 58.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 58.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.2115
        },
        {
          "name": "alignment",
          "value": -0.174
        },
        {
          "name": "tau",
          "value": 2.6425
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0908
      },
      "coherence_score": 2.642457962036133,
      "coherence_diagnostics": {
        "tau": 2.642457962036133,
        "grad_tau": 0.7681399583816528,
        "torsion": 0.0,
        "alignment": -0.17397281527519226,
        "S_field": 1.0803110599517822,
        "Gamma_field": 0.24001261591911316,
        "S_over_Gamma": 4.501059532165527,
        "Da": 14.413677215576172,
        "E_coh": 0.9750439524650574,
        "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": [
          [
            [
              -84.73,
              27.1
            ],
            [
              -84.71,
              27.09
            ],
            [
              -84.67,
              27.1
            ],
            [
              -84.66,
              27.03
            ],
            [
              -84.72,
              27.03
            ],
            [
              -84.74,
              27.01
            ],
            [
              -84.75,
              27.03
            ],
            [
              -84.75,
              27.06
            ],
            [
              -84.73,
              27.1
            ]
          ]
        ]
      },
      "raw_probability": 0.0908,
      "confidence_lo": 0.001,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "0a04a3d46df3c54de98bf12c6ce30a0f1e87fdebfc9afdff3dd3865a95d82ca6",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0908,
        "probability": 0.001087,
        "confidence_lo": 0.000974,
        "confidence_hi": 0.001087,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a3f013e15efd85522c401bbe05a81048ae9b59a469e7628de4276360aed451fa",
        "signature": {
          "alg": "ed25519",
          "sig": "062abedf76759bec41dfa975e465e0914fb115acf2e8ec11166a6e78e68f690e751c17d8ad49ad026a67d16e2d9d2ecdc062169771280fd4f510a89d6bfd2007"
        }
      },
      "receipt_sha256": "a3f013e15efd85522c401bbe05a81048ae9b59a469e7628de4276360aed451fa"
    },
    {
      "storm_id": "481331",
      "lat": 25.3777,
      "lon": -80.7331,
      "motion_east": 5.3,
      "motion_south": 5.4,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3491.0,
      "ebshear": 10.0,
      "srh01": 39.0,
      "maxllaz": 0.003,
      "mesh": 0.22,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.0865
        },
        {
          "name": "alignment",
          "value": -0.4966
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.09
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.9382563829421997,
        "torsion": 0.0,
        "alignment": -0.4966392517089844,
        "S_field": 1.3768054246902466,
        "Gamma_field": 0.20501261949539185,
        "S_over_Gamma": 6.715710639953613,
        "Da": 12.745550155639648,
        "E_coh": 0.9850609302520752,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.73,
              25.42
            ],
            [
              -80.71,
              25.42
            ],
            [
              -80.7,
              25.41
            ],
            [
              -80.7,
              25.38
            ],
            [
              -80.69,
              25.36
            ],
            [
              -80.72,
              25.33
            ],
            [
              -80.74,
              25.34
            ],
            [
              -80.75,
              25.33
            ],
            [
              -80.77,
              25.35
            ],
            [
              -80.77,
              25.37
            ],
            [
              -80.76,
              25.38
            ],
            [
              -80.76,
              25.4
            ],
            [
              -80.73,
              25.42
            ]
          ]
        ]
      },
      "raw_probability": 0.09,
      "confidence_lo": 0.001,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "e6823679a06ef68a2dea5cd399ba9316e56729ba162c676477489d5057f02f6e",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.09,
        "probability": 0.001061,
        "confidence_lo": 0.000974,
        "confidence_hi": 0.001061,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "61c17f841f70265c40f0b4419c9bb373f751afb88606c888cb70cf5ae646e302",
        "signature": {
          "alg": "ed25519",
          "sig": "77207b52e7deb36722bcbe7182c14e459c34e33adcceea1d8c7a4973aa061c4f6226d2665922a9831841b8243f9c98296ee28b3011ec8d9c5849b1e60180960f"
        }
      },
      "receipt_sha256": "61c17f841f70265c40f0b4419c9bb373f751afb88606c888cb70cf5ae646e302"
    },
    {
      "storm_id": "481547",
      "lat": 25.509,
      "lon": -80.705,
      "motion_east": 5.3,
      "motion_south": 5.4,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3393.0,
      "ebshear": 13.0,
      "srh01": 34.0,
      "maxllaz": 0.005,
      "mesh": 0.18,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.0865
        },
        {
          "name": "alignment",
          "value": -0.4966
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.09
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.9382563829421997,
        "torsion": 0.0,
        "alignment": -0.4966392517089844,
        "S_field": 1.3768054246902466,
        "Gamma_field": 0.20501261949539185,
        "S_over_Gamma": 6.715710639953613,
        "Da": 12.745550155639648,
        "E_coh": 0.9850609302520752,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.74,
              25.54
            ],
            [
              -80.66,
              25.54
            ],
            [
              -80.65,
              25.53
            ],
            [
              -80.65,
              25.51
            ],
            [
              -80.68,
              25.48
            ],
            [
              -80.7,
              25.47
            ],
            [
              -80.73,
              25.47
            ],
            [
              -80.75,
              25.48
            ],
            [
              -80.75,
              25.53
            ],
            [
              -80.74,
              25.54
            ]
          ]
        ]
      },
      "raw_probability": 0.09,
      "confidence_lo": 0.001,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "e6823679a06ef68a2dea5cd399ba9316e56729ba162c676477489d5057f02f6e",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.09,
        "probability": 0.001061,
        "confidence_lo": 0.000974,
        "confidence_hi": 0.001061,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "61c17f841f70265c40f0b4419c9bb373f751afb88606c888cb70cf5ae646e302",
        "signature": {
          "alg": "ed25519",
          "sig": "77207b52e7deb36722bcbe7182c14e459c34e33adcceea1d8c7a4973aa061c4f6226d2665922a9831841b8243f9c98296ee28b3011ec8d9c5849b1e60180960f"
        }
      },
      "receipt_sha256": "61c17f841f70265c40f0b4419c9bb373f751afb88606c888cb70cf5ae646e302"
    },
    {
      "storm_id": "481563",
      "lat": 30.19,
      "lon": -91.7274,
      "motion_east": -4.0,
      "motion_south": 0.6,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2601.0,
      "ebshear": 19.0,
      "srh01": 31.0,
      "maxllaz": 0.003,
      "mesh": 0.4,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.2115
        },
        {
          "name": "alignment",
          "value": -0.8299
        },
        {
          "name": "tau",
          "value": 2.4574
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0879
      },
      "coherence_score": 2.4573564529418945,
      "coherence_diagnostics": {
        "tau": 2.4573564529418945,
        "grad_tau": 0.582973062992096,
        "torsion": 0.0,
        "alignment": -0.829943060874939,
        "S_field": 0.937406063079834,
        "Gamma_field": 0.2916792929172516,
        "S_over_Gamma": 3.213824510574341,
        "Da": 18.178117752075195,
        "E_coh": 0.9555671215057373,
        "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": [
          [
            [
              -91.73,
              30.32
            ],
            [
              -91.71,
              30.32
            ],
            [
              -91.7,
              30.31
            ],
            [
              -91.69,
              30.32
            ],
            [
              -91.65,
              30.32
            ],
            [
              -91.62,
              30.29
            ],
            [
              -91.61,
              30.25
            ],
            [
              -91.63,
              30.22
            ],
            [
              -91.64,
              30.22
            ],
            [
              -91.75,
              30.13
            ],
            [
              -91.75,
              30.12
            ],
            [
              -91.73,
              30.1
            ],
            [
              -91.73,
              30.04
            ],
            [
              -91.74,
              30.02
            ],
            [
              -91.78,
              29.99
            ],
            [
              -91.82,
              29.99
            ],
            [
              -91.84,
              30.03
            ],
            [
              -91.84,
              30.06
            ],
            [
              -91.8,
              30.11
            ],
            [
              -91.79,
              30.14
            ],
            [
              -91.74,
              30.18
            ],
            [
              -91.75,
              30.22
            ],
            [
              -91.71,
              30.26
            ],
            [
              -91.72,
              30.27
            ],
            [
              -91.71,
              30.28
            ],
            [
              -91.73,
              30.3
            ],
            [
              -91.73,
              30.32
            ]
          ]
        ]
      },
      "raw_probability": 0.0879,
      "confidence_lo": 0.001,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "643c92fca846d868f6903555f4b7eb1b4b39825f004e2b3db55426e281fb4167",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0879,
        "probability": 0.001061,
        "confidence_lo": 0.000974,
        "confidence_hi": 0.001061,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "61ff8e6e322c6cdc555658682965ebdfcf721af70d8d4f23fbd9d889e29e2626",
        "signature": {
          "alg": "ed25519",
          "sig": "5da9699d96390979f243e2d53c14cfd8d01c9a6adb4c7a6b1b07d247f5da98b6aadf00cfdbb93e7495ab57ecc36017b5b9d27f6b7e4f5f767f396f17e71f5c0f"
        }
      },
      "receipt_sha256": "61ff8e6e322c6cdc555658682965ebdfcf721af70d8d4f23fbd9d889e29e2626"
    },
    {
      "storm_id": "481395",
      "lat": 37.3882,
      "lon": -113.3488,
      "motion_east": 3.8,
      "motion_south": -3.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1054.0,
      "ebshear": 29.0,
      "srh01": 82.0,
      "maxllaz": 0.004,
      "mesh": 0.19,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 82.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.0865
        },
        {
          "name": "alignment",
          "value": 0.0235
        },
        {
          "name": "tau",
          "value": 0.3407
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0858
      },
      "coherence_score": 0.34070640802383423,
      "coherence_diagnostics": {
        "tau": 0.34070640802383423,
        "grad_tau": 0.13012558221817017,
        "torsion": 0.0,
        "alignment": 0.023471176624298096,
        "S_field": 0.1605689823627472,
        "Gamma_field": 1.4916791915893555,
        "S_over_Gamma": 0.10764310508966446,
        "Da": 98.01415252685547,
        "E_coh": 0.32311081886291504,
        "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": [
          [
            [
              -113.32,
              37.46
            ],
            [
              -113.26,
              37.46
            ],
            [
              -113.24,
              37.44
            ],
            [
              -113.24,
              37.39
            ],
            [
              -113.25,
              37.37
            ],
            [
              -113.34,
              37.37
            ],
            [
              -113.37,
              37.34
            ],
            [
              -113.37,
              37.33
            ],
            [
              -113.39,
              37.33
            ],
            [
              -113.4,
              37.32
            ],
            [
              -113.42,
              37.33
            ],
            [
              -113.42,
              37.36
            ],
            [
              -113.43,
              37.37
            ],
            [
              -113.42,
              37.4
            ],
            [
              -113.39,
              37.43
            ],
            [
              -113.35,
              37.44
            ],
            [
              -113.32,
              37.46
            ]
          ]
        ]
      },
      "raw_probability": 0.0858,
      "confidence_lo": 0.001,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "d8b611d1893267e07f99319d65a48da9cfd0bbcad44ba4d8cd8f7968194e731b",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0858,
        "probability": 0.001061,
        "confidence_lo": 0.000974,
        "confidence_hi": 0.001061,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b3f34d0024150fc89b3ff4e9fff72dd510b3dcdc7938858174c74d9aca30effb",
        "signature": {
          "alg": "ed25519",
          "sig": "937cd2bd38dd6041d03446a3ce4e8ee3a7ecd837813369ee4a6e4bb7c987cbd675c3af99f639eebacbbfdf359579cb8108a13cc04f128d978540f30a6300350e"
        }
      },
      "receipt_sha256": "b3f34d0024150fc89b3ff4e9fff72dd510b3dcdc7938858174c74d9aca30effb"
    },
    {
      "storm_id": "481635",
      "lat": 28.3709,
      "lon": -82.6609,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2857.0,
      "ebshear": 16.0,
      "srh01": 44.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.9615
        },
        {
          "name": "alignment",
          "value": -0.53
        },
        {
          "name": "tau",
          "value": 3.4973
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.084
      },
      "coherence_score": 3.497288703918457,
      "coherence_diagnostics": {
        "tau": 3.497288703918457,
        "grad_tau": 0.13085141777992249,
        "torsion": 0.0,
        "alignment": -0.5299828052520752,
        "S_field": 0.8840963244438171,
        "Gamma_field": 0.21501260995864868,
        "S_over_Gamma": 4.11183500289917,
        "Da": 13.660499572753906,
        "E_coh": 0.9842572808265686,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.69,
              28.4
            ],
            [
              -82.63,
              28.4
            ],
            [
              -82.61,
              28.39
            ],
            [
              -82.63,
              28.39
            ],
            [
              -82.66,
              28.37
            ],
            [
              -82.66,
              28.34
            ],
            [
              -82.65,
              28.33
            ],
            [
              -82.69,
              28.33
            ],
            [
              -82.67,
              28.35
            ],
            [
              -82.69,
              28.38
            ],
            [
              -82.69,
              28.4
            ]
          ]
        ]
      },
      "raw_probability": 0.084,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "0da98d16d045b61817a780fe81a35c2ab61ebb1257ba5e83177d8a993527916e",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.084,
        "probability": 0.001042,
        "confidence_lo": 0.000762,
        "confidence_hi": 0.001043,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f769613ba565cd53afa6c882df2fd973669303d684ced02aabbbc8d62607df0b",
        "signature": {
          "alg": "ed25519",
          "sig": "c01bc367d4432e7037255f7dae1993f4940dcecaa13f6cc71d90b335c87ebba9387f37bb1cca45f6d3e355af7ac25c191dccc6194145e7278097208e17893408"
        }
      },
      "receipt_sha256": "f769613ba565cd53afa6c882df2fd973669303d684ced02aabbbc8d62607df0b"
    },
    {
      "storm_id": "481580",
      "lat": 41.0444,
      "lon": -110.8367,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 393.0,
      "ebshear": 19.0,
      "srh01": 65.0,
      "maxllaz": 0.002,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 10.7115
        },
        {
          "name": "alignment",
          "value": -1.4944
        },
        {
          "name": "tau",
          "value": 0.4208
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0805
      },
      "coherence_score": 0.42084354162216187,
      "coherence_diagnostics": {
        "tau": 0.42084354162216187,
        "grad_tau": 0.03506065532565117,
        "torsion": 0.0,
        "alignment": -1.4944028854370117,
        "S_field": 0.19676803052425385,
        "Gamma_field": 0.382512629032135,
        "S_over_Gamma": 0.5144092440605164,
        "Da": 23.713106155395508,
        "E_coh": 0.7269140481948853,
        "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": [
          [
            [
              -110.85,
              41.08
            ],
            [
              -110.82,
              41.08
            ],
            [
              -110.8,
              41.07
            ],
            [
              -110.8,
              41.01
            ],
            [
              -110.81,
              41.0
            ],
            [
              -110.86,
              41.0
            ],
            [
              -110.87,
              41.02
            ],
            [
              -110.87,
              41.06
            ],
            [
              -110.85,
              41.08
            ]
          ]
        ]
      },
      "raw_probability": 0.0805,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "a55f4a12255ce670506dcd8fd3e9850372c21ab25e0157efc03548a0f654f27a",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0805,
        "probability": 0.000896,
        "confidence_lo": 0.000762,
        "confidence_hi": 0.000896,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "434fe6fbfaccc70db912f51bc582d999f79d13e1058e3e664a269b4d5afceb77",
        "signature": {
          "alg": "ed25519",
          "sig": "371724e26038bca558f8c42523927fc6ad0094d5cfff36c27af3ac1c6df79351f41f685811c46486af7935dc070a35324c4d11a8b8bde91cf12f9af906826e00"
        }
      },
      "receipt_sha256": "434fe6fbfaccc70db912f51bc582d999f79d13e1058e3e664a269b4d5afceb77"
    },
    {
      "storm_id": "479873",
      "lat": 32.7374,
      "lon": -111.29,
      "motion_east": 5.3,
      "motion_south": -7.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1188.0,
      "ebshear": 40.0,
      "srh01": 8.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.2115
        },
        {
          "name": "alignment",
          "value": 1.3629
        },
        {
          "name": "tau",
          "value": 1.1515
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0798
      },
      "coherence_score": 1.1514662504196167,
      "coherence_diagnostics": {
        "tau": 1.1514662504196167,
        "grad_tau": 0.10379979014396667,
        "torsion": 0.0,
        "alignment": 1.3628836870193481,
        "S_field": 0.8842464089393616,
        "Gamma_field": 0.6350126266479492,
        "S_over_Gamma": 1.392486333847046,
        "Da": 41.61030578613281,
        "E_coh": 0.9464080929756165,
        "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": 7,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.19,
              33.12
            ],
            [
              -111.17,
              33.1
            ],
            [
              -111.16,
              33.1
            ],
            [
              -111.15,
              33.05
            ],
            [
              -111.13,
              33.02
            ],
            [
              -111.14,
              32.93
            ],
            [
              -111.13,
              32.92
            ],
            [
              -111.13,
              32.9
            ],
            [
              -111.11,
              32.88
            ],
            [
              -111.11,
              32.85
            ],
            [
              -111.1,
              32.84
            ],
            [
              -111.11,
              32.83
            ],
            [
              -111.11,
              32.81
            ],
            [
              -111.15,
              32.8
            ],
            [
              -111.16,
              32.79
            ],
            [
              -111.16,
              32.77
            ],
            [
              -111.1,
              32.69
            ],
            [
              -111.1,
              32.63
            ],
            [
              -111.13,
              32.6
            ],
            [
              -111.15,
              32.6
            ],
            [
              -111.19,
              32.56
            ],
            [
              -111.21,
              32.55
            ],
            [
              -111.25,
              32.55
            ],
            [
              -111.28,
              32.58
            ],
            [
              -111.29,
              32.61
            ],
            [
              -111.31,
              32.63
            ],
            [
              -111.33,
              32.64
            ],
            [
              -111.34,
              32.63
            ],
            [
              -111.37,
              32.63
            ],
            [
              -111.4,
              32.6
            ],
            [
              -111.4,
              32.58
            ],
            [
              -111.37,
              32.56
            ],
            [
              -111.37,
              32.54
            ],
            [
              -111.36,
              32.53
            ],
            [
              -111.36,
              32.49
            ],
            [
              -111.37,
              32.48
            ],
            [
              -111.41,
              32.48
            ],
            [
              -111.45,
              32.52
            ],
            [
              -111.46,
              32.52
            ],
            [
              -111.47,
              32.54
            ],
            [
              -111.52,
              32.54
            ],
            [
              -111.53,
              32.55
            ],
            [
              -111.54,
              32.57
            ],
            [
              -111.54,
              32.62
            ],
            [
              -111.52,
              32.64
            ],
            [
              -111.52,
              32.65
            ],
            [
              -111.48,
              32.67
            ],
            [
              -111.44,
              32.67
            ],
            [
              -111.4,
              32.71
            ],
            [
              -111.4,
              32.8
            ],
            [
              -111.35,
              32.87
            ],
            [
              -111.34,
              32.96
            ],
            [
              -111.32,
              32.98
            ],
            [
              -111.28,
              33.06
            ],
            [
              -111.26,
              33.08
            ],
            [
              -111.22,
              33.09
            ],
            [
              -111.19,
              33.12
            ]
          ]
        ]
      },
      "raw_probability": 0.0798,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "61e024f510bd67b138c992b0f4353de88a029a097f149c23632b9b4c71ae8df5",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0798,
        "probability": 0.000896,
        "confidence_lo": 0.000762,
        "confidence_hi": 0.000896,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f1a28da0e1519c4d7dc9dd48c19caf2d9e28edb29aba327a319df96d6e4c4354",
        "signature": {
          "alg": "ed25519",
          "sig": "d42dbcacea7e4c6e9bc5dc8763e4c30dfe4d0c0cfd2d208819d5c7d213aa6c7eca064fce35be2144b9a635e2630e2d259ba3ec8a8ccefb6a51f19d2e8aa77f0a"
        }
      },
      "receipt_sha256": "f1a28da0e1519c4d7dc9dd48c19caf2d9e28edb29aba327a319df96d6e4c4354"
    },
    {
      "storm_id": "481566",
      "lat": 29.9392,
      "lon": -90.1462,
      "motion_east": -1.0,
      "motion_south": 0.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2526.0,
      "ebshear": 12.0,
      "srh01": 33.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.3365
        },
        {
          "name": "alignment",
          "value": -2.1071
        },
        {
          "name": "tau",
          "value": 3.0622
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0778
      },
      "coherence_score": 3.062246799468994,
      "coherence_diagnostics": {
        "tau": 3.062246799468994,
        "grad_tau": 0.2513704299926758,
        "torsion": 0.0,
        "alignment": -2.1071300506591797,
        "S_field": 0.7347449064254761,
        "Gamma_field": 0.23084594309329987,
        "S_over_Gamma": 3.1828365325927734,
        "Da": 15.204148292541504,
        "E_coh": 0.901542067527771,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.19,
              29.98
            ],
            [
              -90.12,
              29.98
            ],
            [
              -90.11,
              29.97
            ],
            [
              -90.11,
              29.95
            ],
            [
              -90.12,
              29.94
            ],
            [
              -90.12,
              29.9
            ],
            [
              -90.13,
              29.91
            ],
            [
              -90.14,
              29.9
            ],
            [
              -90.15,
              29.91
            ],
            [
              -90.18,
              29.91
            ],
            [
              -90.16,
              29.93
            ],
            [
              -90.18,
              29.95
            ],
            [
              -90.19,
              29.98
            ]
          ]
        ]
      },
      "raw_probability": 0.0778,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "6a9cc93c6a0e9ecc1c5278203442e4662b1e4c0534933060635537f7d9e0859b",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0778,
        "probability": 0.000846,
        "confidence_lo": 0.000762,
        "confidence_hi": 0.000846,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "964f1ccd5eefd0580f7c88d87428363c797051202ff8142464af6c98e5511276",
        "signature": {
          "alg": "ed25519",
          "sig": "35efde2a08dc6b65bd5a7fd9d0d9c768c5a8daf0c0f9561a503eae5a238d779c5b2a058613479f43ddb32d20fce7dba8061beb86def5ba2c845492eec042c306"
        }
      },
      "receipt_sha256": "964f1ccd5eefd0580f7c88d87428363c797051202ff8142464af6c98e5511276"
    },
    {
      "storm_id": "481637",
      "lat": 27.3762,
      "lon": -84.9262,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3326.0,
      "ebshear": 9.0,
      "srh01": 32.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.3365
        },
        {
          "name": "alignment",
          "value": 2.7548
        },
        {
          "name": "tau",
          "value": 3.1475
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0752
      },
      "coherence_score": 3.1475205421447754,
      "coherence_diagnostics": {
        "tau": 3.1475205421447754,
        "grad_tau": 0.33792051672935486,
        "torsion": 0.0,
        "alignment": 2.754798412322998,
        "S_field": 1.0598942041397095,
        "Gamma_field": 0.21667927503585815,
        "S_over_Gamma": 4.891534805297852,
        "Da": 13.130227088928223,
        "E_coh": 0.9590049982070923,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.88,
              27.43
            ],
            [
              -84.88,
              27.35
            ],
            [
              -84.9,
              27.37
            ],
            [
              -84.93,
              27.37
            ],
            [
              -84.94,
              27.36
            ],
            [
              -84.94,
              27.34
            ],
            [
              -84.95,
              27.33
            ],
            [
              -84.97,
              27.33
            ],
            [
              -84.96,
              27.34
            ],
            [
              -84.96,
              27.42
            ],
            [
              -84.95,
              27.41
            ],
            [
              -84.9,
              27.41
            ],
            [
              -84.88,
              27.43
            ]
          ]
        ]
      },
      "raw_probability": 0.0752,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "5031086cc975bcef9d16dad9b45b0d3a0648d57b5a5c97d1f600d1ba107f7305",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0752,
        "probability": 0.000846,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000846,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "843c3d6ba69f7b6ebcf74370208c3a9bdb96001d3b9b9fea18671347e12313da",
        "signature": {
          "alg": "ed25519",
          "sig": "ecc111a88f08cad867381fef2a8078dfbacafaeebfea853ac9b02b13f6bed13efe81a8eb1f6025474dd2f341ef155d15095694b0806294425f31f56c52dc6a09"
        }
      },
      "receipt_sha256": "843c3d6ba69f7b6ebcf74370208c3a9bdb96001d3b9b9fea18671347e12313da"
    },
    {
      "storm_id": "481548",
      "lat": 25.5131,
      "lon": -80.4554,
      "motion_east": 5.3,
      "motion_south": 5.5,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3352.0,
      "ebshear": 16.0,
      "srh01": 31.0,
      "maxllaz": 0.006,
      "mesh": 0.1,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.0865
        },
        {
          "name": "alignment",
          "value": -0.4966
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0749
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.9382563829421997,
        "torsion": 0.0,
        "alignment": -0.4966392517089844,
        "S_field": 1.3768054246902466,
        "Gamma_field": 0.20501261949539185,
        "S_over_Gamma": 6.715710639953613,
        "Da": 12.745550155639648,
        "E_coh": 0.9850609302520752,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.45,
              25.58
            ],
            [
              -80.41,
              25.57
            ],
            [
              -80.4,
              25.55
            ],
            [
              -80.4,
              25.49
            ],
            [
              -80.42,
              25.45
            ],
            [
              -80.44,
              25.44
            ],
            [
              -80.47,
              25.44
            ],
            [
              -80.5,
              25.47
            ],
            [
              -80.51,
              25.47
            ],
            [
              -80.51,
              25.52
            ],
            [
              -80.48,
              25.55
            ],
            [
              -80.48,
              25.56
            ],
            [
              -80.45,
              25.58
            ]
          ]
        ]
      },
      "raw_probability": 0.0749,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "85e09c5ccc44556bbb5cf4b214580f784b0ae8268a39ca5f87ea3d4ad4fb6e21",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0749,
        "probability": 0.000846,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000846,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "db392e7b8cd8bbd926de8b4fa2eb0fffd7434004fc2aff7530a7fa2bd29d656e",
        "signature": {
          "alg": "ed25519",
          "sig": "6bd187597c39e4584ee42663541075f263f2cd67f2e4ad980619d2c207ba814a94b94de097ced7f73837512fd1be203ab94db0cdaa8ec10f333f848f4cb63203"
        }
      },
      "receipt_sha256": "db392e7b8cd8bbd926de8b4fa2eb0fffd7434004fc2aff7530a7fa2bd29d656e"
    },
    {
      "storm_id": "481446",
      "lat": 28.5491,
      "lon": -93.0727,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2689.0,
      "ebshear": 6.0,
      "srh01": 29.0,
      "maxllaz": 0.001,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.4615
        },
        {
          "name": "alignment",
          "value": -0.9718
        },
        {
          "name": "tau",
          "value": 3.2091
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0748
      },
      "coherence_score": 3.2091269493103027,
      "coherence_diagnostics": {
        "tau": 3.2091269493103027,
        "grad_tau": 0.5883540511131287,
        "torsion": 0.0,
        "alignment": -0.9717860817909241,
        "S_field": 1.452731728553772,
        "Gamma_field": 0.16584594547748566,
        "S_over_Gamma": 8.759525299072266,
        "Da": 10.05994701385498,
        "E_coh": 0.9677934050559998,
        "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": [
          [
            [
              -93.09,
              28.58
            ],
            [
              -93.06,
              28.58
            ],
            [
              -93.04,
              28.57
            ],
            [
              -93.05,
              28.56
            ],
            [
              -93.04,
              28.54
            ],
            [
              -93.04,
              28.5
            ],
            [
              -93.08,
              28.5
            ],
            [
              -93.11,
              28.52
            ],
            [
              -93.1,
              28.54
            ],
            [
              -93.1,
              28.57
            ],
            [
              -93.09,
              28.58
            ]
          ]
        ]
      },
      "raw_probability": 0.0748,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "cc6673399b646eb97d5dfa030d91c8d004e48e7059b37384607caa59b71bd990",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0748,
        "probability": 0.000846,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000846,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bd0ddf2df984a2a6020bd82d5efd34814105f210ada1f5fde03a36c43975f470",
        "signature": {
          "alg": "ed25519",
          "sig": "7ec658987b9abc5f62626310784f9e863997499544f3c9e771247ca1c78ad0345d5f07f5324bbb0f08536006956d6b0ac8c682fa458d243c3be2338b31260e02"
        }
      },
      "receipt_sha256": "bd0ddf2df984a2a6020bd82d5efd34814105f210ada1f5fde03a36c43975f470"
    },
    {
      "storm_id": "481438",
      "lat": 29.9738,
      "lon": -90.5885,
      "motion_east": -4.0,
      "motion_south": 0.9,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2603.0,
      "ebshear": 13.0,
      "srh01": 51.0,
      "maxllaz": 0.003,
      "mesh": 0.06,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 51.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.2115
        },
        {
          "name": "alignment",
          "value": 2.2919
        },
        {
          "name": "tau",
          "value": 3.2029
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0729
      },
      "coherence_score": 3.202944278717041,
      "coherence_diagnostics": {
        "tau": 3.202944278717041,
        "grad_tau": 0.41216063499450684,
        "torsion": 0.0,
        "alignment": 2.2919273376464844,
        "S_field": 1.444007396697998,
        "Gamma_field": 0.1575126200914383,
        "S_over_Gamma": 9.167566299438477,
        "Da": 9.4445219039917,
        "E_coh": 0.9510084986686707,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.73,
              30.05
            ],
            [
              -90.72,
              30.05
            ],
            [
              -90.71,
              30.05
            ],
            [
              -90.7,
              30.05
            ],
            [
              -90.69,
              30.05
            ],
            [
              -90.68,
              30.05
            ],
            [
              -90.67,
              30.05
            ],
            [
              -90.66,
              30.05
            ],
            [
              -90.65,
              30.05
            ],
            [
              -90.64,
              30.05
            ],
            [
              -90.63,
              30.05
            ],
            [
              -90.62,
              30.05
            ],
            [
              -90.61,
              30.04
            ],
            [
              -90.6,
              30.04
            ],
            [
              -90.59,
              30.03
            ],
            [
              -90.58,
              30.02
            ],
            [
              -90.58,
              30.01
            ],
            [
              -90.58,
              30.0
            ],
            [
              -90.57,
              29.99
            ],
            [
              -90.56,
              29.98
            ],
            [
              -90.55,
              29.98
            ],
            [
              -90.54,
              29.98
            ],
            [
              -90.53,
              29.98
            ],
            [
              -90.52,
              29.98
            ],
            [
              -90.51,
              29.98
            ],
            [
              -90.5,
              29.98
            ],
            [
              -90.49,
              29.98
            ],
            [
              -90.48,
              29.98
            ],
            [
              -90.47,
              29.97
            ],
            [
              -90.46,
              29.97
            ],
            [
              -90.45,
              29.97
            ],
            [
              -90.44,
              29.96
            ],
            [
              -90.43,
              29.96
            ],
            [
              -90.42,
              29.95
            ],
            [
              -90.42,
              29.94
            ],
            [
              -90.42,
              29.93
            ],
            [
              -90.41,
              29.92
            ],
            [
              -90.4,
              29.91
            ],
            [
              -90.4,
              29.9
            ],
            [
              -90.41,
              29.89
            ],
            [
              -90.42,
              29.89
            ],
            [
              -90.43,
              29.89
            ],
            [
              -90.44,
              29.89
            ],
            [
              -90.45,
              29.89
            ],
            [
              -90.46,
              29.89
            ],
            [
              -90.47,
              29.89
            ],
            [
              -90.48,
              29.9
            ],
            [
              -90.49,
              29.9
            ],
            [
              -90.5,
              29.9
            ],
            [
              -90.51,
              29.91
            ],
            [
              -90.52,
              29.91
            ],
            [
              -90.52,
              29.92
            ],
            [
              -90.52,
              29.93
            ],
            [
              -90.53,
              29.94
            ],
            [
              -90.53,
              29.95
            ],
            [
              -90.54,
              29.96
            ],
            [
              -90.54,
              29.97
            ],
            [
              -90.55,
              29.98
            ],
            [
              -90.56,
              29.98
            ],
            [
              -90.57,
              29.97
            ],
            [
              -90.58,
              29.97
            ],
            [
              -90.59,
              29.97
            ],
            [
              -90.6,
              29.97
            ],
            [
              -90.61,
              29.97
            ],
            [
              -90.62,
              29.96
            ],
            [
              -90.63,
              29.96
            ],
            [
              -90.64,
              29.96
            ],
            [
              -90.65,
              29.96
            ],
            [
              -90.66,
              29.95
            ],
            [
              -90.67,
              29.95
            ],
            [
              -90.68,
              29.96
            ],
            [
              -90.69,
              29.96
            ],
            [
              -90.7,
              29.96
            ],
            [
              -90.71,
              29.96
            ],
            [
              -90.72,
              29.96
            ],
            [
              -90.73,
              29.96
            ],
            [
              -90.74,
              29.96
            ],
            [
              -90.75,
              29.96
            ],
            [
              -90.76,
              29.96
            ],
            [
              -90.77,
              29.97
            ],
            [
              -90.77,
              29.98
            ],
            [
              -90.77,
              29.99
            ],
            [
              -90.77,
              30.0
            ],
            [
              -90.77,
              30.01
            ],
            [
              -90.77,
              30.02
            ],
            [
              -90.76,
              30.03
            ],
            [
              -90.75,
              30.04
            ],
            [
              -90.74,
              30.04
            ],
            [
              -90.73,
              30.05
            ]
          ]
        ]
      },
      "raw_probability": 0.0729,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "913503ebd5cf43b9441017267ff17c2f9ea5120ed5b6473a9233850b7dcadc06",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0729,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f7e1302ced16309107862bc204c08595f9ab76ff2e1d7e99e35d625e5e1b6c08",
        "signature": {
          "alg": "ed25519",
          "sig": "18f2e9e3e6c46efa8f0111ccfb15bd11926beb70442cc577a638daac2f686beae69629f29dec8079aeb74e2ed6b1ba9ed4f316bb2062bd8a5086de0083282b02"
        }
      },
      "receipt_sha256": "f7e1302ced16309107862bc204c08595f9ab76ff2e1d7e99e35d625e5e1b6c08"
    },
    {
      "storm_id": "481399",
      "lat": 30.4458,
      "lon": -108.3067,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1386.0,
      "ebshear": 20.0,
      "srh01": 43.0,
      "maxllaz": 0.002,
      "mesh": 0.24,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.9615
        },
        {
          "name": "alignment",
          "value": -0.9109
        },
        {
          "name": "tau",
          "value": 1.8561
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0725
      },
      "coherence_score": 1.856124997138977,
      "coherence_diagnostics": {
        "tau": 1.856124997138977,
        "grad_tau": 0.0953272357583046,
        "torsion": 0.0,
        "alignment": -0.9109200239181519,
        "S_field": 1.41425621509552,
        "Gamma_field": 0.26084595918655396,
        "S_over_Gamma": 5.421806335449219,
        "Da": 15.91918659210205,
        "E_coh": 0.9809846878051758,
        "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": [
          [
            [
              -108.32,
              30.49
            ],
            [
              -108.29,
              30.49
            ],
            [
              -108.27,
              30.47
            ],
            [
              -108.28,
              30.45
            ],
            [
              -108.28,
              30.43
            ],
            [
              -108.27,
              30.42
            ],
            [
              -108.3,
              30.4
            ],
            [
              -108.31,
              30.41
            ],
            [
              -108.34,
              30.41
            ],
            [
              -108.35,
              30.42
            ],
            [
              -108.35,
              30.47
            ],
            [
              -108.32,
              30.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0725,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "d954d5bc86504f4dc1c548c3ffc028c6e2c7960a60b431f01f679c71de33cd5c",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0725,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b5f638437799da1fd7e00b9c35b2f09ff1a30549a3dee79944066d10ccfd1fa1",
        "signature": {
          "alg": "ed25519",
          "sig": "9bc7f2fb517b7bf79fd075e74da58f7200e58bb173059f254cd7cb1316fe49286af2ec1a9c021cb167f9b1bfe33c1874527ec5c02e58b760a0e9df5e69082502"
        }
      },
      "receipt_sha256": "b5f638437799da1fd7e00b9c35b2f09ff1a30549a3dee79944066d10ccfd1fa1"
    },
    {
      "storm_id": "481461",
      "lat": 38.1403,
      "lon": -75.6486,
      "motion_east": 5.1,
      "motion_south": 5.3,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2027.0,
      "ebshear": 16.0,
      "srh01": 30.0,
      "maxllaz": 0.003,
      "mesh": 0.65,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.4615
        },
        {
          "name": "alignment",
          "value": -1.6853
        },
        {
          "name": "tau",
          "value": 1.1404
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0724
      },
      "coherence_score": 1.1404234170913696,
      "coherence_diagnostics": {
        "tau": 1.1404234170913696,
        "grad_tau": 0.09179225564002991,
        "torsion": 0.0,
        "alignment": -1.6853102445602417,
        "S_field": 0.10955852270126343,
        "Gamma_field": 0.4716792702674866,
        "S_over_Gamma": 0.23227334022521973,
        "Da": 28.310447692871094,
        "E_coh": 0.3937494158744812,
        "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": [
          [
            [
              -75.72,
              38.24
            ],
            [
              -75.7,
              38.24
            ],
            [
              -75.69,
              38.2
            ],
            [
              -75.68,
              38.19
            ],
            [
              -75.69,
              38.16
            ],
            [
              -75.67,
              38.14
            ],
            [
              -75.66,
              38.15
            ],
            [
              -75.65,
              38.14
            ],
            [
              -75.62,
              38.14
            ],
            [
              -75.58,
              38.17
            ],
            [
              -75.59,
              38.16
            ],
            [
              -75.59,
              38.14
            ],
            [
              -75.56,
              38.12
            ],
            [
              -75.54,
              38.12
            ],
            [
              -75.51,
              38.14
            ],
            [
              -75.47,
              38.14
            ],
            [
              -75.46,
              38.12
            ],
            [
              -75.5,
              38.09
            ],
            [
              -75.51,
              38.06
            ],
            [
              -75.58,
              37.99
            ],
            [
              -75.62,
              37.99
            ],
            [
              -75.63,
              38.0
            ],
            [
              -75.65,
              38.0
            ],
            [
              -75.7,
              38.04
            ],
            [
              -75.7,
              38.12
            ],
            [
              -75.69,
              38.13
            ],
            [
              -75.69,
              38.15
            ],
            [
              -75.7,
              38.16
            ],
            [
              -75.73,
              38.15
            ],
            [
              -75.74,
              38.16
            ],
            [
              -75.74,
              38.18
            ],
            [
              -75.76,
              38.19
            ],
            [
              -75.76,
              38.22
            ],
            [
              -75.75,
              38.2
            ],
            [
              -75.73,
              38.2
            ],
            [
              -75.72,
              38.21
            ],
            [
              -75.72,
              38.24
            ]
          ]
        ]
      },
      "raw_probability": 0.0724,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "b5c4802bd6ade64996badb0842854352c1a409d89d05266cd4d45e72bc06b872",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0724,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "feb1e396842f6070c8a006987734d66dd00d9cd69f9d1a9ac7716b853e25cb30",
        "signature": {
          "alg": "ed25519",
          "sig": "76b96cdc978e1cdbd50778f47165392da5911def404f8e954c7ecca89b2a81e67373a54d03b448e2251b98f6be4bb7354ef49983fa5ac40cfb66b158ad44140a"
        }
      },
      "receipt_sha256": "feb1e396842f6070c8a006987734d66dd00d9cd69f9d1a9ac7716b853e25cb30"
    },
    {
      "storm_id": "481394",
      "lat": 37.74,
      "lon": -76.4326,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2561.0,
      "ebshear": 12.0,
      "srh01": 41.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.8365
        },
        {
          "name": "alignment",
          "value": -1.5865
        },
        {
          "name": "tau",
          "value": 1.228
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0723
      },
      "coherence_score": 1.2279539108276367,
      "coherence_diagnostics": {
        "tau": 1.2279539108276367,
        "grad_tau": 0.11577849835157394,
        "torsion": 0.0,
        "alignment": -1.5864742994308472,
        "S_field": 0.268603652715683,
        "Gamma_field": 0.3958459496498108,
        "S_over_Gamma": 0.6785560250282288,
        "Da": 23.92302131652832,
        "E_coh": 0.9061747193336487,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.42,
              37.79
            ],
            [
              -76.38,
              37.77
            ],
            [
              -76.38,
              37.76
            ],
            [
              -76.4,
              37.74
            ],
            [
              -76.38,
              37.72
            ],
            [
              -76.38,
              37.71
            ],
            [
              -76.41,
              37.69
            ],
            [
              -76.43,
              37.69
            ],
            [
              -76.44,
              37.7
            ],
            [
              -76.49,
              37.7
            ],
            [
              -76.48,
              37.72
            ],
            [
              -76.46,
              37.72
            ],
            [
              -76.45,
              37.73
            ],
            [
              -76.45,
              37.75
            ],
            [
              -76.46,
              37.76
            ],
            [
              -76.48,
              37.76
            ],
            [
              -76.48,
              37.78
            ],
            [
              -76.43,
              37.78
            ],
            [
              -76.42,
              37.79
            ]
          ]
        ]
      },
      "raw_probability": 0.0723,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "f689d97d00e234512425e7e6796a98075868874a52ab2f8183e4b8a9b350e28c",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0723,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d0d3d1ecf62bab6c5380ee98e5d70ba68aa3f3cdb949a49951ff91945bc69e5c",
        "signature": {
          "alg": "ed25519",
          "sig": "7c52d1a5d31d6c75a38448b0fe84c1aa8d0573ce611aaf92765a14f9b96e357dca672dc82a218e9239822254c83aa3571743f23c3a29e2bcc3769e2ad5c47602"
        }
      },
      "receipt_sha256": "d0d3d1ecf62bab6c5380ee98e5d70ba68aa3f3cdb949a49951ff91945bc69e5c"
    },
    {
      "storm_id": "481634",
      "lat": 28.51,
      "lon": -78.3576,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2766.0,
      "ebshear": 13.0,
      "srh01": 28.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 61.5865
        },
        {
          "name": "alignment",
          "value": -0.3255
        },
        {
          "name": "tau",
          "value": 3.0976
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0715
      },
      "coherence_score": 3.0975589752197266,
      "coherence_diagnostics": {
        "tau": 3.0975589752197266,
        "grad_tau": 0.18324479460716248,
        "torsion": 0.0,
        "alignment": -0.3255474865436554,
        "S_field": 0.5497692823410034,
        "Gamma_field": 0.320012629032135,
        "S_over_Gamma": 1.7179611921310425,
        "Da": 19.597034454345703,
        "E_coh": 0.9619490504264832,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.34,
              28.56
            ],
            [
              -78.32,
              28.56
            ],
            [
              -78.32,
              28.52
            ],
            [
              -78.31,
              28.51
            ],
            [
              -78.32,
              28.5
            ],
            [
              -78.32,
              28.48
            ],
            [
              -78.34,
              28.47
            ],
            [
              -78.36,
              28.48
            ],
            [
              -78.38,
              28.46
            ],
            [
              -78.4,
              28.46
            ],
            [
              -78.4,
              28.49
            ],
            [
              -78.41,
              28.5
            ],
            [
              -78.4,
              28.51
            ],
            [
              -78.39,
              28.55
            ],
            [
              -78.37,
              28.53
            ],
            [
              -78.36,
              28.53
            ],
            [
              -78.34,
              28.56
            ]
          ]
        ]
      },
      "raw_probability": 0.0715,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "4fef7bff72c74bc927194c982deead30b403011d178bd8b5f6d841b4ca944a13",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0715,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c770051180fff32557c9ce41ca67f31363f80cb86f884085791c180caa93ff5b",
        "signature": {
          "alg": "ed25519",
          "sig": "478dddab243ff98185e3fc6e76668c56cb1595f7e60514bfeb5b925f91747523e7f9db525fe1ff2b66e59dbb0e8b0cffdab6097a40c203504deb43259e397303"
        }
      },
      "receipt_sha256": "c770051180fff32557c9ce41ca67f31363f80cb86f884085791c180caa93ff5b"
    },
    {
      "storm_id": "481630",
      "lat": 30.1284,
      "lon": -92.0726,
      "motion_east": 0.0,
      "motion_south": 0.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2688.0,
      "ebshear": 23.0,
      "srh01": 26.0,
      "maxllaz": 0.001,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.2115
        },
        {
          "name": "alignment",
          "value": -0.8299
        },
        {
          "name": "tau",
          "value": 2.4574
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0713
      },
      "coherence_score": 2.4573564529418945,
      "coherence_diagnostics": {
        "tau": 2.4573564529418945,
        "grad_tau": 0.582973062992096,
        "torsion": 0.0,
        "alignment": -0.829943060874939,
        "S_field": 0.937406063079834,
        "Gamma_field": 0.2916792929172516,
        "S_over_Gamma": 3.213824510574341,
        "Da": 18.178117752075195,
        "E_coh": 0.9555671215057373,
        "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": [
          [
            [
              -92.1,
              30.17
            ],
            [
              -92.07,
              30.17
            ],
            [
              -92.06,
              30.15
            ],
            [
              -92.05,
              30.17
            ],
            [
              -92.02,
              30.17
            ],
            [
              -92.02,
              30.15
            ],
            [
              -92.04,
              30.14
            ],
            [
              -92.02,
              30.13
            ],
            [
              -92.01,
              30.11
            ],
            [
              -92.04,
              30.09
            ],
            [
              -92.08,
              30.09
            ],
            [
              -92.09,
              30.08
            ],
            [
              -92.08,
              30.07
            ],
            [
              -92.12,
              30.07
            ],
            [
              -92.13,
              30.1
            ],
            [
              -92.12,
              30.11
            ],
            [
              -92.12,
              30.15
            ],
            [
              -92.11,
              30.15
            ],
            [
              -92.1,
              30.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0713,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "aa471a7061ce9712ecff6bc319d6a410203833bf04e32485dd2d85acde89f317",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0713,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3956f0d6fc1cb62541d0c849d25eaaf944ae337b3f1e2c7cb9df2c499e6b5c91",
        "signature": {
          "alg": "ed25519",
          "sig": "01ff2400de7e365df896151570299dbf6c8f64449489cebbf6af3395a12b83f5ba540151eaab6eda15623307780869c66fa5ff1f26a673467e3cea8bcab02c07"
        }
      },
      "receipt_sha256": "3956f0d6fc1cb62541d0c849d25eaaf944ae337b3f1e2c7cb9df2c499e6b5c91"
    },
    {
      "storm_id": "481027",
      "lat": 26.15,
      "lon": -80.3722,
      "motion_east": 4.6,
      "motion_south": 1.5,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3544.0,
      "ebshear": 11.0,
      "srh01": 36.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.0865
        },
        {
          "name": "alignment",
          "value": 1.8482
        },
        {
          "name": "tau",
          "value": 1.9383
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0711
      },
      "coherence_score": 1.9382563829421997,
      "coherence_diagnostics": {
        "tau": 1.9382563829421997,
        "grad_tau": 1.3904335498809814,
        "torsion": 0.0,
        "alignment": 1.848166584968567,
        "S_field": 1.6464725732803345,
        "Gamma_field": 0.19167928397655487,
        "S_over_Gamma": 8.589726448059082,
        "Da": 12.004434585571289,
        "E_coh": 0.9646623730659485,
        "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": [
          [
            [
              -80.38,
              26.19
            ],
            [
              -80.35,
              26.19
            ],
            [
              -80.33,
              26.16
            ],
            [
              -80.34,
              26.12
            ],
            [
              -80.36,
              26.11
            ],
            [
              -80.39,
              26.11
            ],
            [
              -80.41,
              26.13
            ],
            [
              -80.41,
              26.15
            ],
            [
              -80.38,
              26.19
            ]
          ]
        ]
      },
      "raw_probability": 0.0711,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "b3db3d79cde88a3c692b6990568a106f563234959afaefbf9c0d88a81eb32aaa",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0711,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a7ca5e601d7d61af0e31e69f18bd101c252eda2d77bb5d1fe577a0916da6ef83",
        "signature": {
          "alg": "ed25519",
          "sig": "93a8bd539f0034aba04e146d29edfdace080011c7143b1737abe994333ec9da825e7246ff730bad31adf55a20cca966487ad33b49faefbe153725720f9d34c03"
        }
      },
      "receipt_sha256": "a7ca5e601d7d61af0e31e69f18bd101c252eda2d77bb5d1fe577a0916da6ef83"
    },
    {
      "storm_id": "480977",
      "lat": 37.0743,
      "lon": -113.1664,
      "motion_east": 3.7,
      "motion_south": -4.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 802.0,
      "ebshear": 31.0,
      "srh01": 48.0,
      "maxllaz": 0.003,
      "mesh": 0.76,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 48.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.9615
        },
        {
          "name": "alignment",
          "value": 2.7123
        },
        {
          "name": "tau",
          "value": 0.4386
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0701
      },
      "coherence_score": 0.43864569067955017,
      "coherence_diagnostics": {
        "tau": 0.43864569067955017,
        "grad_tau": 0.11954408138990402,
        "torsion": 0.0,
        "alignment": 2.712307929992676,
        "S_field": 0.1627548635005951,
        "Gamma_field": 0.49001264572143555,
        "S_over_Gamma": 0.33214420080184937,
        "Da": 30.915523529052734,
        "E_coh": 0.37580257654190063,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.16,
              37.15
            ],
            [
              -113.12,
              37.15
            ],
            [
              -113.08,
              37.11
            ],
            [
              -113.08,
              37.07
            ],
            [
              -113.09,
              37.05
            ],
            [
              -113.13,
              37.02
            ],
            [
              -113.15,
              37.02
            ],
            [
              -113.18,
              37.0
            ],
            [
              -113.25,
              37.0
            ],
            [
              -113.26,
              37.01
            ],
            [
              -113.26,
              37.07
            ],
            [
              -113.21,
              37.12
            ],
            [
              -113.2,
              37.12
            ],
            [
              -113.16,
              37.15
            ]
          ]
        ]
      },
      "raw_probability": 0.0701,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "692062bde8d6829c3238a917572d62a87c0e78cd3efe0c105e5ce1b1328d2cff",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0701,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "31a9608905aff8369dce23d99e3e9f81e76ad55afeed422d6ae473441b790024",
        "signature": {
          "alg": "ed25519",
          "sig": "000dcd868af7495824aa390b2ca1443046dfdb119a310d4d2061a5ac6beb6eb8ddf029d244e8bd8626e880f408ca0877041d341919143dc7e1adb05e58f3020d"
        }
      },
      "receipt_sha256": "31a9608905aff8369dce23d99e3e9f81e76ad55afeed422d6ae473441b790024"
    },
    {
      "storm_id": "481047",
      "lat": 26.0245,
      "lon": -83.9145,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2755.0,
      "ebshear": 7.0,
      "srh01": 9.0,
      "maxllaz": 0.001,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.4615
        },
        {
          "name": "alignment",
          "value": -0.0132
        },
        {
          "name": "tau",
          "value": 1.7356
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0701
      },
      "coherence_score": 1.7356431484222412,
      "coherence_diagnostics": {
        "tau": 1.7356431484222412,
        "grad_tau": 1.4098137617111206,
        "torsion": 0.0,
        "alignment": -0.013159463182091713,
        "S_field": 1.1359424591064453,
        "Gamma_field": 0.2383459508419037,
        "S_over_Gamma": 4.765939712524414,
        "Da": 14.457507133483887,
        "E_coh": 0.983507513999939,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.93,
              26.08
            ],
            [
              -83.88,
              26.08
            ],
            [
              -83.86,
              26.04
            ],
            [
              -83.86,
              26.0
            ],
            [
              -83.87,
              25.99
            ],
            [
              -83.91,
              25.99
            ],
            [
              -83.92,
              25.98
            ],
            [
              -83.94,
              25.98
            ],
            [
              -83.98,
              26.02
            ],
            [
              -83.98,
              26.03
            ],
            [
              -83.93,
              26.08
            ]
          ]
        ]
      },
      "raw_probability": 0.0701,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "692062bde8d6829c3238a917572d62a87c0e78cd3efe0c105e5ce1b1328d2cff",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0701,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "31a9608905aff8369dce23d99e3e9f81e76ad55afeed422d6ae473441b790024",
        "signature": {
          "alg": "ed25519",
          "sig": "000dcd868af7495824aa390b2ca1443046dfdb119a310d4d2061a5ac6beb6eb8ddf029d244e8bd8626e880f408ca0877041d341919143dc7e1adb05e58f3020d"
        }
      },
      "receipt_sha256": "31a9608905aff8369dce23d99e3e9f81e76ad55afeed422d6ae473441b790024"
    },
    {
      "storm_id": "481387",
      "lat": 26.2173,
      "lon": -80.234,
      "motion_east": 4.3,
      "motion_south": 0.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3756.0,
      "ebshear": 12.0,
      "srh01": 34.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.0865
        },
        {
          "name": "alignment",
          "value": 1.8482
        },
        {
          "name": "tau",
          "value": 1.9383
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0697
      },
      "coherence_score": 1.9382563829421997,
      "coherence_diagnostics": {
        "tau": 1.9382563829421997,
        "grad_tau": 1.3904335498809814,
        "torsion": 0.0,
        "alignment": 1.848166584968567,
        "S_field": 1.6464725732803345,
        "Gamma_field": 0.19167928397655487,
        "S_over_Gamma": 8.589726448059082,
        "Da": 12.004434585571289,
        "E_coh": 0.9646623730659485,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.28,
              26.29
            ],
            [
              -80.24,
              26.28
            ],
            [
              -80.23,
              26.27
            ],
            [
              -80.23,
              26.25
            ],
            [
              -80.16,
              26.18
            ],
            [
              -80.15,
              26.15
            ],
            [
              -80.17,
              26.12
            ],
            [
              -80.21,
              26.12
            ],
            [
              -80.23,
              26.16
            ],
            [
              -80.23,
              26.19
            ],
            [
              -80.25,
              26.21
            ],
            [
              -80.28,
              26.22
            ],
            [
              -80.28,
              26.26
            ],
            [
              -80.29,
              26.27
            ],
            [
              -80.28,
              26.29
            ]
          ]
        ]
      },
      "raw_probability": 0.0697,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "d8496523c7ed47fdfb1effd6346336a7f3cf0c622c76cfd2b2160e418274f02b",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0697,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "89b0b360211277c62eab0484e1e2dc7603b2d78d9034bd74d3e68751b8ac3eaa",
        "signature": {
          "alg": "ed25519",
          "sig": "629e359881a8c39abc05a64be88d941d89f75fb55b07f0051c0b6f4d0576e9c8892285c1f361d1fb5d85ffa4eda6ffa7e7b6aea06c2f96a9be7ff6ed6aa1ce00"
        }
      },
      "receipt_sha256": "89b0b360211277c62eab0484e1e2dc7603b2d78d9034bd74d3e68751b8ac3eaa"
    },
    {
      "storm_id": "481275",
      "lat": 31.5214,
      "lon": -110.6643,
      "motion_east": 3.2,
      "motion_south": -7.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1520.0,
      "ebshear": 25.0,
      "srh01": 22.0,
      "maxllaz": 0.003,
      "mesh": 0.3,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.2115
        },
        {
          "name": "alignment",
          "value": -1.2187
        },
        {
          "name": "tau",
          "value": 1.0164
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0693
      },
      "coherence_score": 1.0163947343826294,
      "coherence_diagnostics": {
        "tau": 1.0163947343826294,
        "grad_tau": 0.1835656464099884,
        "torsion": 0.0,
        "alignment": -1.2187399864196777,
        "S_field": 0.257925808429718,
        "Gamma_field": 0.8575126528739929,
        "S_over_Gamma": 0.3007836639881134,
        "Da": 55.040348052978516,
        "E_coh": 0.822299063205719,
        "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": [
          [
            [
              -110.67,
              31.6
            ],
            [
              -110.61,
              31.6
            ],
            [
              -110.58,
              31.57
            ],
            [
              -110.58,
              31.53
            ],
            [
              -110.62,
              31.46
            ],
            [
              -110.63,
              31.46
            ],
            [
              -110.65,
              31.44
            ],
            [
              -110.71,
              31.44
            ],
            [
              -110.73,
              31.46
            ],
            [
              -110.73,
              31.5
            ],
            [
              -110.71,
              31.52
            ],
            [
              -110.71,
              31.55
            ],
            [
              -110.7,
              31.57
            ],
            [
              -110.67,
              31.6
            ]
          ]
        ]
      },
      "raw_probability": 0.0693,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "939472aaf682a7fc001c9c107a103efe5a7a0e4c04939fd8ac94f90450d13674",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0693,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7ae64ce19881c9cdfb936b522572e6cf91cdc36821dbdeee7a136dc698a684b4",
        "signature": {
          "alg": "ed25519",
          "sig": "0f0b6d7f64c1c4d0ed0654a8fd0c86c9d84f7643e9a92340564a179dce8ad0e0bcbec5753b4f8aa0a77d7d8ac9090e53ccdce85bb06692096fd7423b64994e0f"
        }
      },
      "receipt_sha256": "7ae64ce19881c9cdfb936b522572e6cf91cdc36821dbdeee7a136dc698a684b4"
    },
    {
      "storm_id": "481295",
      "lat": 37.245,
      "lon": -113.6517,
      "motion_east": 4.0,
      "motion_south": -3.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1102.0,
      "ebshear": 32.0,
      "srh01": 50.0,
      "maxllaz": 0.008,
      "mesh": 0.27,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.0865
        },
        {
          "name": "alignment",
          "value": 0.0235
        },
        {
          "name": "tau",
          "value": 0.3407
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0687
      },
      "coherence_score": 0.34070640802383423,
      "coherence_diagnostics": {
        "tau": 0.34070640802383423,
        "grad_tau": 0.13012558221817017,
        "torsion": 0.0,
        "alignment": 0.023471176624298096,
        "S_field": 0.1605689823627472,
        "Gamma_field": 1.4916791915893555,
        "S_over_Gamma": 0.10764310508966446,
        "Da": 98.01415252685547,
        "E_coh": 0.32311081886291504,
        "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": [
          [
            [
              -113.64,
              37.29
            ],
            [
              -113.62,
              37.29
            ],
            [
              -113.6,
              37.27
            ],
            [
              -113.6,
              37.23
            ],
            [
              -113.64,
              37.2
            ],
            [
              -113.66,
              37.21
            ],
            [
              -113.67,
              37.2
            ],
            [
              -113.7,
              37.2
            ],
            [
              -113.7,
              37.24
            ],
            [
              -113.68,
              37.25
            ],
            [
              -113.67,
              37.27
            ],
            [
              -113.64,
              37.29
            ]
          ]
        ]
      },
      "raw_probability": 0.0687,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "c197e8558436657e494dbd540e482ca92a339c14a45f7fa05c14ec521e39e482",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0687,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "601f74e0c865dbf056e8eebf68d96794f7d72c4e129f51cc0a774705c560b46e",
        "signature": {
          "alg": "ed25519",
          "sig": "fdaa9eb721f26b0874634ab0f3c4f607d4dcd8d57b37b8b69112e3644789fccf73931f3afafe9d77ad12462b89c9b2d88694c77802e06015bd3e5f5cfa26cb0f"
        }
      },
      "receipt_sha256": "601f74e0c865dbf056e8eebf68d96794f7d72c4e129f51cc0a774705c560b46e"
    },
    {
      "storm_id": "481003",
      "lat": 33.771,
      "lon": -75.5124,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2909.0,
      "ebshear": 10.0,
      "srh01": 25.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.5865
        },
        {
          "name": "alignment",
          "value": -2.463
        },
        {
          "name": "tau",
          "value": 1.4769
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0679
      },
      "coherence_score": 1.4769307374954224,
      "coherence_diagnostics": {
        "tau": 1.4769307374954224,
        "grad_tau": 0.07135383039712906,
        "torsion": 0.0,
        "alignment": -2.4630212783813477,
        "S_field": 0.192026749253273,
        "Gamma_field": 0.48001259565353394,
        "S_over_Gamma": 0.4000452160835266,
        "Da": 28.180965423583984,
        "E_coh": 0.7677385807037354,
        "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": [
          [
            [
              -75.5,
              33.84
            ],
            [
              -75.49,
              33.84
            ],
            [
              -75.46,
              33.81
            ],
            [
              -75.41,
              33.81
            ],
            [
              -75.4,
              33.8
            ],
            [
              -75.4,
              33.76
            ],
            [
              -75.39,
              33.75
            ],
            [
              -75.43,
              33.72
            ],
            [
              -75.45,
              33.73
            ],
            [
              -75.47,
              33.77
            ],
            [
              -75.52,
              33.77
            ],
            [
              -75.54,
              33.75
            ],
            [
              -75.55,
              33.72
            ],
            [
              -75.58,
              33.69
            ],
            [
              -75.64,
              33.69
            ],
            [
              -75.64,
              33.75
            ],
            [
              -75.65,
              33.77
            ],
            [
              -75.62,
              33.79
            ],
            [
              -75.59,
              33.78
            ],
            [
              -75.53,
              33.81
            ],
            [
              -75.5,
              33.84
            ]
          ]
        ]
      },
      "raw_probability": 0.0679,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "e0ac4ec5ffa5b908a6843095c981cd14f27bfe81f808fd242dd2e1a9cd4eb698",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0679,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5c8e512ff9718fd0741c879074d6d32425275a566f3d9ef85c91da0774846f5d",
        "signature": {
          "alg": "ed25519",
          "sig": "c79507bfb716cdce94b67b497f94f7b61a44ab90f508339cc1ed1c07c3da26c21e98152ef527e66ed823bde4affd6947f1bde58dd6d68ef6424291a30cc41d0f"
        }
      },
      "receipt_sha256": "5c8e512ff9718fd0741c879074d6d32425275a566f3d9ef85c91da0774846f5d"
    },
    {
      "storm_id": "481568",
      "lat": 28.22,
      "lon": -79.5062,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2673.0,
      "ebshear": 11.0,
      "srh01": 13.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 62.8365
        },
        {
          "name": "alignment",
          "value": -0.2743
        },
        {
          "name": "tau",
          "value": 3.389
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0657
      },
      "coherence_score": 3.389023780822754,
      "coherence_diagnostics": {
        "tau": 3.389023780822754,
        "grad_tau": 0.17663156986236572,
        "torsion": 0.0,
        "alignment": -0.2742886543273926,
        "S_field": 1.2581273317337036,
        "Gamma_field": 0.20751260221004486,
        "S_over_Gamma": 6.062896251678467,
        "Da": 12.764165878295898,
        "E_coh": 0.8909241557121277,
        "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": [
          [
            [
              -79.49,
              28.27
            ],
            [
              -79.46,
              28.25
            ],
            [
              -79.47,
              28.23
            ],
            [
              -79.47,
              28.2
            ],
            [
              -79.49,
              28.19
            ],
            [
              -79.53,
              28.19
            ],
            [
              -79.54,
              28.18
            ],
            [
              -79.55,
              28.2
            ],
            [
              -79.54,
              28.21
            ],
            [
              -79.53,
              28.2
            ],
            [
              -79.51,
              28.22
            ],
            [
              -79.51,
              28.25
            ],
            [
              -79.49,
              28.27
            ]
          ]
        ]
      },
      "raw_probability": 0.0657,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "eb060c7f4f853570157507175a4bf54635142ea4756e8a38fcfd987929493fcc",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0657,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9e2bceba79b04bc56f23dbf76607e617bc2e007622dd76834ec16feacfcfe871",
        "signature": {
          "alg": "ed25519",
          "sig": "0d702b0cbc53cbc0571a2916a6d14a95940e947aa1efdd145b2bd53427979418fff6a43f5372c5488065cd9eaf25a6fe24ae41e57eded0bca87ecb54a8ec1104"
        }
      },
      "receipt_sha256": "9e2bceba79b04bc56f23dbf76607e617bc2e007622dd76834ec16feacfcfe871"
    },
    {
      "storm_id": "480946",
      "lat": 38.071,
      "lon": -112.606,
      "motion_east": 2.9,
      "motion_south": -4.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 868.0,
      "ebshear": 22.0,
      "srh01": 48.0,
      "maxllaz": 0.006,
      "mesh": 0.68,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 48.0
        },
        {
          "name": "hrrr_pwat",
          "value": 16.0865
        },
        {
          "name": "alignment",
          "value": 0.7281
        },
        {
          "name": "tau",
          "value": 0.4411
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0647
      },
      "coherence_score": 0.4410555064678192,
      "coherence_diagnostics": {
        "tau": 0.4410555064678192,
        "grad_tau": 0.22075799107551575,
        "torsion": 0.0,
        "alignment": 0.7281234264373779,
        "S_field": 0.18099264800548553,
        "Gamma_field": 1.0966792106628418,
        "S_over_Gamma": 0.16503700613975525,
        "Da": 68.38005828857422,
        "E_coh": 0.20813925564289093,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -112.6,
              38.1
            ],
            [
              -112.59,
              38.09
            ],
            [
              -112.57,
              38.09
            ],
            [
              -112.57,
              38.03
            ],
            [
              -112.58,
              38.02
            ],
            [
              -112.65,
              38.02
            ],
            [
              -112.65,
              38.08
            ],
            [
              -112.64,
              38.09
            ],
            [
              -112.61,
              38.09
            ],
            [
              -112.6,
              38.1
            ]
          ]
        ]
      },
      "raw_probability": 0.0647,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "78fd74a6c0f9e62e084b7d4a354caeb8acc26876530f84b2d47c52d207f2ef67",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0647,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a082dbe3d9f9c0aa5adbf64d05ca1689aebdd5d9dd305a7066a551a0592dcdb7",
        "signature": {
          "alg": "ed25519",
          "sig": "fef372c7098da7bb0f212c0e43e63f81f9613220c743a4613e963bf290b1c6523299c8aafc29d4a331d6200140d0b708c51f9ea6dd81f78879a237bf2e695f07"
        }
      },
      "receipt_sha256": "a082dbe3d9f9c0aa5adbf64d05ca1689aebdd5d9dd305a7066a551a0592dcdb7"
    },
    {
      "storm_id": "481479",
      "lat": 37.358,
      "lon": -114.382,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1650.0,
      "ebshear": 29.0,
      "srh01": 61.0,
      "maxllaz": 0.004,
      "mesh": 0.82,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 61.0
        },
        {
          "name": "hrrr_pwat",
          "value": 14.8365
        },
        {
          "name": "alignment",
          "value": -0.1169
        },
        {
          "name": "tau",
          "value": 0.3382
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0647
      },
      "coherence_score": 0.3381917476654053,
      "coherence_diagnostics": {
        "tau": 0.3381917476654053,
        "grad_tau": 0.04060095548629761,
        "torsion": 0.0,
        "alignment": -0.11687129735946655,
        "S_field": 0.0596027746796608,
        "Gamma_field": 0.47584596276283264,
        "S_over_Gamma": 0.12525644898414612,
        "Da": 31.133480072021484,
        "E_coh": 0.43046244978904724,
        "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": [
          [
            [
              -114.4,
              37.39
            ],
            [
              -114.35,
              37.39
            ],
            [
              -114.34,
              37.38
            ],
            [
              -114.35,
              37.36
            ],
            [
              -114.35,
              37.33
            ],
            [
              -114.37,
              37.31
            ],
            [
              -114.4,
              37.31
            ],
            [
              -114.43,
              37.35
            ],
            [
              -114.43,
              37.37
            ],
            [
              -114.4,
              37.39
            ]
          ]
        ]
      },
      "raw_probability": 0.0647,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "78fd74a6c0f9e62e084b7d4a354caeb8acc26876530f84b2d47c52d207f2ef67",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0647,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a082dbe3d9f9c0aa5adbf64d05ca1689aebdd5d9dd305a7066a551a0592dcdb7",
        "signature": {
          "alg": "ed25519",
          "sig": "fef372c7098da7bb0f212c0e43e63f81f9613220c743a4613e963bf290b1c6523299c8aafc29d4a331d6200140d0b708c51f9ea6dd81f78879a237bf2e695f07"
        }
      },
      "receipt_sha256": "a082dbe3d9f9c0aa5adbf64d05ca1689aebdd5d9dd305a7066a551a0592dcdb7"
    },
    {
      "storm_id": "481629",
      "lat": 30.32,
      "lon": -89.968,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2494.0,
      "ebshear": 16.0,
      "srh01": 42.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.8365
        },
        {
          "name": "alignment",
          "value": -0.7542
        },
        {
          "name": "tau",
          "value": 2.7051
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0647
      },
      "coherence_score": 2.7051334381103516,
      "coherence_diagnostics": {
        "tau": 2.7051334381103516,
        "grad_tau": 0.4773482084274292,
        "torsion": 0.0,
        "alignment": -0.7541795969009399,
        "S_field": 0.7255595326423645,
        "Gamma_field": 0.2875126302242279,
        "S_over_Gamma": 2.5235743522644043,
        "Da": 18.32817268371582,
        "E_coh": 0.9259095191955566,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.97,
              30.37
            ],
            [
              -89.98,
              30.34
            ],
            [
              -89.95,
              30.31
            ],
            [
              -89.93,
              30.33
            ],
            [
              -89.92,
              30.27
            ],
            [
              -89.94,
              30.28
            ],
            [
              -90.0,
              30.28
            ],
            [
              -90.01,
              30.29
            ],
            [
              -90.01,
              30.36
            ],
            [
              -89.97,
              30.37
            ]
          ]
        ]
      },
      "raw_probability": 0.0647,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "78fd74a6c0f9e62e084b7d4a354caeb8acc26876530f84b2d47c52d207f2ef67",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0647,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a082dbe3d9f9c0aa5adbf64d05ca1689aebdd5d9dd305a7066a551a0592dcdb7",
        "signature": {
          "alg": "ed25519",
          "sig": "fef372c7098da7bb0f212c0e43e63f81f9613220c743a4613e963bf290b1c6523299c8aafc29d4a331d6200140d0b708c51f9ea6dd81f78879a237bf2e695f07"
        }
      },
      "receipt_sha256": "a082dbe3d9f9c0aa5adbf64d05ca1689aebdd5d9dd305a7066a551a0592dcdb7"
    },
    {
      "storm_id": "480151",
      "lat": 26.0322,
      "lon": -78.7156,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3632.0,
      "ebshear": 8.0,
      "srh01": 22.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.8365
        },
        {
          "name": "alignment",
          "value": -0.4297
        },
        {
          "name": "tau",
          "value": 1.7563
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0633
      },
      "coherence_score": 1.7562594413757324,
      "coherence_diagnostics": {
        "tau": 1.7562594413757324,
        "grad_tau": 1.3544868230819702,
        "torsion": 0.0,
        "alignment": -0.42973488569259644,
        "S_field": 1.2269054651260376,
        "Gamma_field": 0.23417928814888,
        "S_over_Gamma": 5.239171504974365,
        "Da": 14.662141799926758,
        "E_coh": 0.9757392406463623,
        "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": 6,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.69,
              26.07
            ],
            [
              -78.69,
              26.02
            ],
            [
              -78.68,
              26.01
            ],
            [
              -78.68,
              25.99
            ],
            [
              -78.78,
              25.99
            ],
            [
              -78.77,
              26.05
            ],
            [
              -78.74,
              26.05
            ],
            [
              -78.72,
              26.04
            ],
            [
              -78.69,
              26.07
            ]
          ]
        ]
      },
      "raw_probability": 0.0633,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "9f60df8b55a3e89c244a0f9a641b6ba640d17ba968636c349f116c511a4d18d0",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0633,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f3e7ace19bb707eddc35e1451bd03d8c75bdfd73d96718b8f261a4ff884e065d",
        "signature": {
          "alg": "ed25519",
          "sig": "5cc2b4c3e8b9cc1faef0b587354ae22d0e14aa137c94bf9a9531ddc9ee16735d3d027d29991049234c1fa756402ad4267faa6838a59cf76e48b2e4d149431c0d"
        }
      },
      "receipt_sha256": "f3e7ace19bb707eddc35e1451bd03d8c75bdfd73d96718b8f261a4ff884e065d"
    },
    {
      "storm_id": "481628",
      "lat": 30.3547,
      "lon": -90.076,
      "motion_east": 3.6,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2441.0,
      "ebshear": 17.0,
      "srh01": 41.0,
      "maxllaz": 0.003,
      "mesh": 0.22,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.8365
        },
        {
          "name": "alignment",
          "value": -0.7542
        },
        {
          "name": "tau",
          "value": 2.7051
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0617
      },
      "coherence_score": 2.7051334381103516,
      "coherence_diagnostics": {
        "tau": 2.7051334381103516,
        "grad_tau": 0.4773482084274292,
        "torsion": 0.0,
        "alignment": -0.7541795969009399,
        "S_field": 0.7255595326423645,
        "Gamma_field": 0.2875126302242279,
        "S_over_Gamma": 2.5235743522644043,
        "Da": 18.32817268371582,
        "E_coh": 0.9259095191955566,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.05,
              30.41
            ],
            [
              -90.03,
              30.37
            ],
            [
              -90.03,
              30.35
            ],
            [
              -90.05,
              30.33
            ],
            [
              -90.04,
              30.32
            ],
            [
              -90.04,
              30.3
            ],
            [
              -90.13,
              30.3
            ],
            [
              -90.13,
              30.33
            ],
            [
              -90.11,
              30.35
            ],
            [
              -90.12,
              30.36
            ],
            [
              -90.11,
              30.37
            ],
            [
              -90.1,
              30.36
            ],
            [
              -90.08,
              30.38
            ],
            [
              -90.07,
              30.38
            ],
            [
              -90.05,
              30.41
            ]
          ]
        ]
      },
      "raw_probability": 0.0617,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "10bc17d688b99839c004f31f54bc180b877c9ec431773ef2aaab99281e028b24",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0617,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1361f98331f5802796eb1db51235937f14adbd21f908e942557e4b5332191644",
        "signature": {
          "alg": "ed25519",
          "sig": "d981e2a81e09e89ac03841eab385b566db804000f3fa342942184648b64f6200fed74107668a9ed644aecd1bc547f0667fa15f058f3d2123b0ef57a256804105"
        }
      },
      "receipt_sha256": "1361f98331f5802796eb1db51235937f14adbd21f908e942557e4b5332191644"
    },
    {
      "storm_id": "480553",
      "lat": 37.556,
      "lon": -112.716,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 799.0,
      "ebshear": 19.0,
      "srh01": 34.0,
      "maxllaz": 0.004,
      "mesh": 0.82,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 18.9615
        },
        {
          "name": "alignment",
          "value": 2.3463
        },
        {
          "name": "tau",
          "value": 0.573
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0612
      },
      "coherence_score": 0.5729777216911316,
      "coherence_diagnostics": {
        "tau": 0.5729777216911316,
        "grad_tau": 0.30294591188430786,
        "torsion": 0.0,
        "alignment": 2.346285581588745,
        "S_field": 0.3892466425895691,
        "Gamma_field": 0.776679277420044,
        "S_over_Gamma": 0.5011677742004395,
        "Da": 47.90916442871094,
        "E_coh": 0.6876931190490723,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -112.75,
              37.61
            ],
            [
              -112.72,
              37.61
            ],
            [
              -112.65,
              37.55
            ],
            [
              -112.65,
              37.51
            ],
            [
              -112.67,
              37.49
            ],
            [
              -112.72,
              37.49
            ],
            [
              -112.73,
              37.53
            ],
            [
              -112.76,
              37.56
            ],
            [
              -112.76,
              37.6
            ],
            [
              -112.75,
              37.61
            ]
          ]
        ]
      },
      "raw_probability": 0.0612,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "e6a9058ea9ac2f6f7dcbab112039b96d79bcbc0e1a62a652fad5f8d1ddafd5a7",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0612,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "754f4541070156fe88c0de3036c1f14ed26ddc491561f016b9f93d6d0665b4eb",
        "signature": {
          "alg": "ed25519",
          "sig": "689e5572ad041cfc12361bd693c493066688ba069bb47946c277c5ff4b65a75c7c75e0870d0d13090ffa4fbd80f31663b696fd309738537350ae9e61d66dff0c"
        }
      },
      "receipt_sha256": "754f4541070156fe88c0de3036c1f14ed26ddc491561f016b9f93d6d0665b4eb"
    },
    {
      "storm_id": "481517",
      "lat": 27.1915,
      "lon": -81.3109,
      "motion_east": 5.1,
      "motion_south": 5.3,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3053.0,
      "ebshear": 10.0,
      "srh01": 13.0,
      "maxllaz": 0.003,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.2115
        },
        {
          "name": "alignment",
          "value": 3.7471
        },
        {
          "name": "tau",
          "value": 3.2709
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0612
      },
      "coherence_score": 3.270890474319458,
      "coherence_diagnostics": {
        "tau": 3.270890474319458,
        "grad_tau": 0.24172812700271606,
        "torsion": 0.0,
        "alignment": 3.7470760345458984,
        "S_field": 0.9603532552719116,
        "Gamma_field": 0.24251261353492737,
        "S_over_Gamma": 3.9600136280059814,
        "Da": 14.850319862365723,
        "E_coh": 0.9472529292106628,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.21,
              27.36
            ],
            [
              -81.16,
              27.36
            ],
            [
              -81.15,
              27.34
            ],
            [
              -81.15,
              27.31
            ],
            [
              -81.17,
              27.29
            ],
            [
              -81.17,
              27.28
            ],
            [
              -81.21,
              27.24
            ],
            [
              -81.27,
              27.23
            ],
            [
              -81.28,
              27.22
            ],
            [
              -81.27,
              27.21
            ],
            [
              -81.28,
              27.17
            ],
            [
              -81.31,
              27.14
            ],
            [
              -81.33,
              27.14
            ],
            [
              -81.34,
              27.15
            ],
            [
              -81.37,
              27.12
            ],
            [
              -81.38,
              27.1
            ],
            [
              -81.37,
              27.09
            ],
            [
              -81.37,
              27.06
            ],
            [
              -81.44,
              27.0
            ],
            [
              -81.47,
              27.0
            ],
            [
              -81.45,
              27.02
            ],
            [
              -81.45,
              27.07
            ],
            [
              -81.43,
              27.11
            ],
            [
              -81.41,
              27.11
            ],
            [
              -81.38,
              27.15
            ],
            [
              -81.38,
              27.19
            ],
            [
              -81.39,
              27.2
            ],
            [
              -81.35,
              27.24
            ],
            [
              -81.3,
              27.24
            ],
            [
              -81.28,
              27.25
            ],
            [
              -81.27,
              27.26
            ],
            [
              -81.26,
              27.31
            ],
            [
              -81.21,
              27.36
            ]
          ]
        ]
      },
      "raw_probability": 0.0612,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "e6a9058ea9ac2f6f7dcbab112039b96d79bcbc0e1a62a652fad5f8d1ddafd5a7",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0612,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "754f4541070156fe88c0de3036c1f14ed26ddc491561f016b9f93d6d0665b4eb",
        "signature": {
          "alg": "ed25519",
          "sig": "689e5572ad041cfc12361bd693c493066688ba069bb47946c277c5ff4b65a75c7c75e0870d0d13090ffa4fbd80f31663b696fd309738537350ae9e61d66dff0c"
        }
      },
      "receipt_sha256": "754f4541070156fe88c0de3036c1f14ed26ddc491561f016b9f93d6d0665b4eb"
    },
    {
      "storm_id": "481268",
      "lat": 38.7875,
      "lon": -113.3994,
      "motion_east": 4.0,
      "motion_south": -2.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 682.0,
      "ebshear": 21.0,
      "srh01": 50.0,
      "maxllaz": 0.004,
      "mesh": 0.92,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 12.0865
        },
        {
          "name": "alignment",
          "value": -1.0062
        },
        {
          "name": "tau",
          "value": 0.2744
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.061
      },
      "coherence_score": 0.27444595098495483,
      "coherence_diagnostics": {
        "tau": 0.27444595098495483,
        "grad_tau": 0.03686496615409851,
        "torsion": 0.0,
        "alignment": -1.0062350034713745,
        "S_field": 0.048656925559043884,
        "Gamma_field": 1.1125125885009766,
        "S_over_Gamma": 0.04373606666922569,
        "Da": 71.0843276977539,
        "E_coh": 0.1351720243692398,
        "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": [
          [
            [
              -113.4,
              38.86
            ],
            [
              -113.35,
              38.86
            ],
            [
              -113.35,
              38.85
            ],
            [
              -113.32,
              38.81
            ],
            [
              -113.32,
              38.73
            ],
            [
              -113.37,
              38.69
            ],
            [
              -113.4,
              38.69
            ],
            [
              -113.42,
              38.71
            ],
            [
              -113.43,
              38.71
            ],
            [
              -113.46,
              38.75
            ],
            [
              -113.46,
              38.78
            ],
            [
              -113.45,
              38.8
            ],
            [
              -113.43,
              38.82
            ],
            [
              -113.43,
              38.83
            ],
            [
              -113.4,
              38.85
            ],
            [
              -113.4,
              38.86
            ]
          ]
        ]
      },
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "4d47be1b53e95216e40bebe7f83e548b32af3721ed93cacd6a835e10f5872b95",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.061,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5d7a5da5179059b3f268c34dac95c9d79db829d35b8f73dda9fd56db77cdbb97",
        "signature": {
          "alg": "ed25519",
          "sig": "5134995d294f9c4d07c9957501b538d0bd0ef6ed74007300091428d2b21834bf04cc6d9791b287365bab2756731b262d287cfe54a9d3eee693d474bb1038b00c"
        }
      },
      "receipt_sha256": "5d7a5da5179059b3f268c34dac95c9d79db829d35b8f73dda9fd56db77cdbb97"
    },
    {
      "storm_id": "481519",
      "lat": 26.3036,
      "lon": -96.3395,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4004.0,
      "ebshear": 6.0,
      "srh01": 1.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.4615
        },
        {
          "name": "alignment",
          "value": 2.4556
        },
        {
          "name": "tau",
          "value": 0.6342
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0608
      },
      "coherence_score": 0.6342111229896545,
      "coherence_diagnostics": {
        "tau": 0.6342111229896545,
        "grad_tau": 0.5724855065345764,
        "torsion": 0.0,
        "alignment": 2.4556050300598145,
        "S_field": 0.446827232837677,
        "Gamma_field": 0.7941792607307434,
        "S_over_Gamma": 0.5626276731491089,
        "Da": 46.632667541503906,
        "E_coh": 0.9485650658607483,
        "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": [
          [
            [
              -96.38,
              26.35
            ],
            [
              -96.37,
              26.35
            ],
            [
              -96.36,
              26.35
            ],
            [
              -96.36,
              26.34
            ],
            [
              -96.36,
              26.33
            ],
            [
              -96.36,
              26.32
            ],
            [
              -96.35,
              26.31
            ],
            [
              -96.34,
              26.3
            ],
            [
              -96.33,
              26.3
            ],
            [
              -96.32,
              26.31
            ],
            [
              -96.31,
              26.32
            ],
            [
              -96.31,
              26.33
            ],
            [
              -96.31,
              26.34
            ],
            [
              -96.31,
              26.35
            ],
            [
              -96.3,
              26.34
            ],
            [
              -96.31,
              26.33
            ],
            [
              -96.3,
              26.32
            ],
            [
              -96.3,
              26.31
            ],
            [
              -96.3,
              26.3
            ],
            [
              -96.29,
              26.29
            ],
            [
              -96.28,
              26.29
            ],
            [
              -96.29,
              26.29
            ],
            [
              -96.3,
              26.28
            ],
            [
              -96.3,
              26.27
            ],
            [
              -96.3,
              26.26
            ],
            [
              -96.31,
              26.26
            ],
            [
              -96.32,
              26.26
            ],
            [
              -96.33,
              26.26
            ],
            [
              -96.34,
              26.26
            ],
            [
              -96.35,
              26.26
            ],
            [
              -96.36,
              26.26
            ],
            [
              -96.37,
              26.26
            ],
            [
              -96.38,
              26.26
            ],
            [
              -96.39,
              26.27
            ],
            [
              -96.39,
              26.28
            ],
            [
              -96.39,
              26.29
            ],
            [
              -96.39,
              26.3
            ],
            [
              -96.38,
              26.31
            ],
            [
              -96.38,
              26.32
            ],
            [
              -96.38,
              26.33
            ],
            [
              -96.38,
              26.34
            ],
            [
              -96.38,
              26.35
            ]
          ]
        ]
      },
      "raw_probability": 0.0608,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "4e58b681f083d99af21c518a001fb7d9c060854b093831fc801183d851ac1993",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0608,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8ede651c1dc8be79b00548d3e9bc01eb2d9b93ed349cdff4967dbf26498eac61",
        "signature": {
          "alg": "ed25519",
          "sig": "f24543dfc85a52b953ce8ee0574d03be378bc21783f7ef8cd166f9fd496d4a8fb4d41fedc5f60ab64c819a99d9d27f8818c020ecc2bbeb289154da2d2f01df02"
        }
      },
      "receipt_sha256": "8ede651c1dc8be79b00548d3e9bc01eb2d9b93ed349cdff4967dbf26498eac61"
    },
    {
      "storm_id": "481596",
      "lat": 39.77,
      "lon": -81.5111,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2814.0,
      "ebshear": 28.0,
      "srh01": 45.0,
      "maxllaz": 0.001,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.9615
        },
        {
          "name": "alignment",
          "value": 0.2084
        },
        {
          "name": "tau",
          "value": 1.7465
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0605
      },
      "coherence_score": 1.7464555501937866,
      "coherence_diagnostics": {
        "tau": 1.7464555501937866,
        "grad_tau": 0.4191456437110901,
        "torsion": 0.0,
        "alignment": 0.20843833684921265,
        "S_field": 0.8122433423995972,
        "Gamma_field": 0.2525126338005066,
        "S_over_Gamma": 3.216644287109375,
        "Da": 16.157915115356445,
        "E_coh": 0.9316216111183167,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.54,
              39.81
            ],
            [
              -81.52,
              39.81
            ],
            [
              -81.46,
              39.77
            ],
            [
              -81.49,
              39.74
            ],
            [
              -81.48,
              39.72
            ],
            [
              -81.51,
              39.72
            ],
            [
              -81.51,
              39.75
            ],
            [
              -81.55,
              39.8
            ],
            [
              -81.54,
              39.81
            ]
          ]
        ]
      },
      "raw_probability": 0.0605,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "03759e014470db4537bbecf9208e83c1d57e2c05c5178b0700bb4fabe2e3013d",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0605,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d0e24cd8d4ff1b70ab151608ac774b9919d78ecf8edf791894fa5c5b771fe22f",
        "signature": {
          "alg": "ed25519",
          "sig": "44d30cc64e22eefeca53f524e65dddc1376f10a64ba490d77ee8d2ce2df21ad348b463b35d2a1457aa5139532323901258e621fdb8e13fdc8dae4b8fa154b708"
        }
      },
      "receipt_sha256": "d0e24cd8d4ff1b70ab151608ac774b9919d78ecf8edf791894fa5c5b771fe22f"
    },
    {
      "storm_id": "481616",
      "lat": 26.1538,
      "lon": -95.9338,
      "motion_east": 0.0,
      "motion_south": 0.7,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3704.0,
      "ebshear": 7.0,
      "srh01": 29.0,
      "maxllaz": 0.0,
      "mesh": 0.31,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.4615
        },
        {
          "name": "alignment",
          "value": 2.4556
        },
        {
          "name": "tau",
          "value": 0.6342
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0593
      },
      "coherence_score": 0.6342111229896545,
      "coherence_diagnostics": {
        "tau": 0.6342111229896545,
        "grad_tau": 0.5724855065345764,
        "torsion": 0.0,
        "alignment": 2.4556050300598145,
        "S_field": 0.446827232837677,
        "Gamma_field": 0.7941792607307434,
        "S_over_Gamma": 0.5626276731491089,
        "Da": 46.632667541503906,
        "E_coh": 0.9485650658607483,
        "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": [
          [
            [
              -95.95,
              26.21
            ],
            [
              -95.87,
              26.21
            ],
            [
              -95.87,
              26.17
            ],
            [
              -95.89,
              26.15
            ],
            [
              -95.89,
              26.13
            ],
            [
              -95.9,
              26.12
            ],
            [
              -95.95,
              26.12
            ],
            [
              -95.96,
              26.11
            ],
            [
              -95.98,
              26.11
            ],
            [
              -95.98,
              26.13
            ],
            [
              -95.97,
              26.14
            ],
            [
              -95.98,
              26.19
            ],
            [
              -95.95,
              26.21
            ]
          ]
        ]
      },
      "raw_probability": 0.0593,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "22a42b7876758fc5e44e81574459a7954185663e12ec905cabef070b98a968d3",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0593,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "166305a650250904cf9e32c45016248121b10b5b4ff9b518050a8be28d17be7d",
        "signature": {
          "alg": "ed25519",
          "sig": "634cacce6880ac1a7a3e42e9e1d52178c8d8f9c2ff5f1316cc6774bbaa59b05d2cd22544a4380b98b1fb135846979928f4988cb99bc7060c126a9c2750da7603"
        }
      },
      "receipt_sha256": "166305a650250904cf9e32c45016248121b10b5b4ff9b518050a8be28d17be7d"
    },
    {
      "storm_id": "481560",
      "lat": 31.121,
      "lon": -82.653,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2019.0,
      "ebshear": 6.0,
      "srh01": 1.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.7115
        },
        {
          "name": "alignment",
          "value": -2.078
        },
        {
          "name": "tau",
          "value": 2.5775
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0592
      },
      "coherence_score": 2.577524423599243,
      "coherence_diagnostics": {
        "tau": 2.577524423599243,
        "grad_tau": 0.3266046941280365,
        "torsion": 0.0,
        "alignment": -2.078042507171631,
        "S_field": 0.0983268991112709,
        "Gamma_field": 0.39751261472702026,
        "S_over_Gamma": 0.2473554164171219,
        "Da": 25.59617805480957,
        "E_coh": 0.5666290521621704,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.67,
              31.17
            ],
            [
              -82.61,
              31.14
            ],
            [
              -82.62,
              31.14
            ],
            [
              -82.64,
              31.12
            ],
            [
              -82.64,
              31.08
            ],
            [
              -82.66,
              31.06
            ],
            [
              -82.67,
              31.06
            ],
            [
              -82.67,
              31.13
            ],
            [
              -82.68,
              31.14
            ],
            [
              -82.67,
              31.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0592,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "c89e6858f5fa5fd5c42ac54dd146f061cc6b3e09e7b4d9654c81dfd7ef5b160d",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0592,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "13d5374751ee2ba2c02ac0ec08fe4b4432fe96371ce5337353c58c0fa05faa64",
        "signature": {
          "alg": "ed25519",
          "sig": "fbe7dbbb2f474394cb3e9208e06bf99edaac041c1c93ff53d0f168c1c25e748c03d8ea0f1d684917f030450ca71fccc28b05404736d7282b6b8bee5c99336809"
        }
      },
      "receipt_sha256": "13d5374751ee2ba2c02ac0ec08fe4b4432fe96371ce5337353c58c0fa05faa64"
    },
    {
      "storm_id": "481622",
      "lat": 36.74,
      "lon": -106.2307,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 299.0,
      "ebshear": 27.0,
      "srh01": 45.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.2115
        },
        {
          "name": "alignment",
          "value": 4.3491
        },
        {
          "name": "tau",
          "value": 0.6508
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0586
      },
      "coherence_score": 0.6508350372314453,
      "coherence_diagnostics": {
        "tau": 0.6508350372314453,
        "grad_tau": 0.036044247448444366,
        "torsion": 0.0,
        "alignment": 4.34905481338501,
        "S_field": 0.19791924953460693,
        "Gamma_field": 0.5283459424972534,
        "S_over_Gamma": 0.3746016323566437,
        "Da": 33.24632263183594,
        "E_coh": 0.08980163931846619,
        "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": [
          [
            [
              -106.26,
              36.83
            ],
            [
              -106.2,
              36.83
            ],
            [
              -106.18,
              36.81
            ],
            [
              -106.18,
              36.76
            ],
            [
              -106.2,
              36.72
            ],
            [
              -106.2,
              36.68
            ],
            [
              -106.21,
              36.66
            ],
            [
              -106.22,
              36.66
            ],
            [
              -106.23,
              36.68
            ],
            [
              -106.27,
              36.68
            ],
            [
              -106.28,
              36.69
            ],
            [
              -106.27,
              36.71
            ],
            [
              -106.27,
              36.82
            ],
            [
              -106.26,
              36.83
            ]
          ]
        ]
      },
      "raw_probability": 0.0586,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "95ef0eaf1e017ee787abbee0d15166af6621b2d70bc009d24543744b38ab748e",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0586,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "59762536b52248a3dab63cfeebbc3dfa8ebb2cc79e8ced26aede7ddd96e06373",
        "signature": {
          "alg": "ed25519",
          "sig": "0a8b603dcf7c6cdf9371214f7840dbf830e1b06f552da0b455022f6bd2c8fd8bc02ede2870f3ab5e23182cc3c3c6a7d757dd53277902490c52208795d3947503"
        }
      },
      "receipt_sha256": "59762536b52248a3dab63cfeebbc3dfa8ebb2cc79e8ced26aede7ddd96e06373"
    },
    {
      "storm_id": "481148",
      "lat": 25.8385,
      "lon": -95.7836,
      "motion_east": -2.0,
      "motion_south": 1.9,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3436.0,
      "ebshear": 5.0,
      "srh01": 8.0,
      "maxllaz": 0.001,
      "mesh": 0.52,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.9615
        },
        {
          "name": "alignment",
          "value": 1.9844
        },
        {
          "name": "tau",
          "value": 0.6729
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0575
      },
      "coherence_score": 0.6729382276535034,
      "coherence_diagnostics": {
        "tau": 0.6729382276535034,
        "grad_tau": 0.6182562708854675,
        "torsion": 0.0,
        "alignment": 1.9844038486480713,
        "S_field": 0.26690423488616943,
        "Gamma_field": 0.8608459830284119,
        "S_over_Gamma": 0.31004875898361206,
        "Da": 49.464412689208984,
        "E_coh": 0.8944392800331116,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.87,
              26.02
            ],
            [
              -95.86,
              26.02
            ],
            [
              -95.85,
              26.02
            ],
            [
              -95.84,
              26.02
            ],
            [
              -95.83,
              26.02
            ],
            [
              -95.82,
              26.01
            ],
            [
              -95.81,
              26.0
            ],
            [
              -95.81,
              25.99
            ],
            [
              -95.81,
              25.98
            ],
            [
              -95.8,
              25.97
            ],
            [
              -95.8,
              25.96
            ],
            [
              -95.8,
              25.95
            ],
            [
              -95.8,
              25.94
            ],
            [
              -95.8,
              25.93
            ],
            [
              -95.8,
              25.92
            ],
            [
              -95.8,
              25.91
            ],
            [
              -95.8,
              25.9
            ],
            [
              -95.79,
              25.89
            ],
            [
              -95.79,
              25.88
            ],
            [
              -95.79,
              25.87
            ],
            [
              -95.79,
              25.86
            ],
            [
              -95.79,
              25.85
            ],
            [
              -95.78,
              25.84
            ],
            [
              -95.77,
              25.84
            ],
            [
              -95.76,
              25.84
            ],
            [
              -95.75,
              25.83
            ],
            [
              -95.74,
              25.82
            ],
            [
              -95.73,
              25.82
            ],
            [
              -95.73,
              25.81
            ],
            [
              -95.74,
              25.8
            ],
            [
              -95.73,
              25.79
            ],
            [
              -95.72,
              25.78
            ],
            [
              -95.71,
              25.77
            ],
            [
              -95.7,
              25.77
            ],
            [
              -95.69,
              25.76
            ],
            [
              -95.69,
              25.75
            ],
            [
              -95.68,
              25.74
            ],
            [
              -95.67,
              25.74
            ],
            [
              -95.66,
              25.74
            ],
            [
              -95.66,
              25.73
            ],
            [
              -95.66,
              25.72
            ],
            [
              -95.66,
              25.71
            ],
            [
              -95.66,
              25.7
            ],
            [
              -95.67,
              25.7
            ],
            [
              -95.68,
              25.71
            ],
            [
              -95.67,
              25.72
            ],
            [
              -95.67,
              25.73
            ],
            [
              -95.68,
              25.74
            ],
            [
              -95.69,
              25.74
            ],
            [
              -95.7,
              25.74
            ],
            [
              -95.71,
              25.74
            ],
            [
              -95.72,
              25.74
            ],
            [
              -95.73,
              25.74
            ],
            [
              -95.74,
              25.73
            ],
            [
              -95.74,
              25.72
            ],
            [
              -95.73,
              25.71
            ],
            [
              -95.72,
              25.71
            ],
            [
              -95.73,
              25.71
            ],
            [
              -95.74,
              25.71
            ],
            [
              -95.74,
              25.72
            ],
            [
              -95.74,
              25.73
            ],
            [
              -95.75,
              25.74
            ],
            [
              -95.76,
              25.75
            ],
            [
              -95.77,
              25.74
            ],
            [
              -95.78,
              25.74
            ],
            [
              -95.78,
              25.75
            ],
            [
              -95.78,
              25.76
            ],
            [
              -95.78,
              25.77
            ],
            [
              -95.78,
              25.78
            ],
            [
              -95.78,
              25.79
            ],
            [
              -95.78,
              25.8
            ],
            [
              -95.78,
              25.81
            ],
            [
              -95.78,
              25.82
            ],
            [
              -95.79,
              25.83
            ],
            [
              -95.8,
              25.83
            ],
            [
              -95.81,
              25.83
            ],
            [
              -95.82,
              25.83
            ],
            [
              -95.83,
              25.84
            ],
            [
              -95.84,
              25.84
            ],
            [
              -95.85,
              25.84
            ],
            [
              -95.86,
              25.84
            ],
            [
              -95.87,
              25.84
            ],
            [
              -95.88,
              25.85
            ],
            [
              -95.88,
              25.86
            ],
            [
              -95.89,
              25.87
            ],
            [
              -95.89,
              25.88
            ],
            [
              -95.89,
              25.89
            ],
            [
              -95.89,
              25.9
            ],
            [
              -95.89,
              25.91
            ],
            [
              -95.9,
              25.92
            ],
            [
              -95.9,
              25.93
            ],
            [
              -95.9,
              25.94
            ],
            [
              -95.9,
              25.95
            ],
            [
              -95.9,
              25.96
            ],
            [
              -95.9,
              25.97
            ],
            [
              -95.9,
              25.98
            ],
            [
              -95.9,
              25.99
            ],
            [
              -95.89,
              26.0
            ],
            [
              -95.88,
              26.01
            ],
            [
              -95.87,
              26.02
            ]
          ]
        ]
      },
      "raw_probability": 0.0575,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "ea30661422b2f14730ec4d751fb9543da439a5e87b851f77a649f2f48fae0be0",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0575,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "30eaff404f7a4eb63ff615aa9a41026d183f586bd5b6947214acfec10a7b6a80",
        "signature": {
          "alg": "ed25519",
          "sig": "fc1dcb8d05e207ee181f5103abbe003d913c08c783a84039f02aeb03606623304954ea93b781001aac3159788327f91097616293fb1de54b6d52353604cf8705"
        }
      },
      "receipt_sha256": "30eaff404f7a4eb63ff615aa9a41026d183f586bd5b6947214acfec10a7b6a80"
    },
    {
      "storm_id": "481020",
      "lat": 28.0631,
      "lon": -91.9485,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2629.0,
      "ebshear": 12.0,
      "srh01": 5.0,
      "maxllaz": 0.001,
      "mesh": 0.12,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.5865
        },
        {
          "name": "alignment",
          "value": -1.0284
        },
        {
          "name": "tau",
          "value": 3.5678
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0568
      },
      "coherence_score": 3.567840576171875,
      "coherence_diagnostics": {
        "tau": 3.567840576171875,
        "grad_tau": 0.0977809801697731,
        "torsion": 0.0,
        "alignment": -1.0284440517425537,
        "S_field": 1.2629401683807373,
        "Gamma_field": 0.23251260817050934,
        "S_over_Gamma": 5.431705951690674,
        "Da": 14.814716339111328,
        "E_coh": 0.9814777374267578,
        "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": [
          [
            [
              -91.92,
              28.11
            ],
            [
              -91.9,
              28.11
            ],
            [
              -91.88,
              28.09
            ],
            [
              -91.88,
              28.07
            ],
            [
              -91.91,
              28.06
            ],
            [
              -91.95,
              28.02
            ],
            [
              -91.97,
              28.01
            ],
            [
              -92.0,
              28.01
            ],
            [
              -92.02,
              28.03
            ],
            [
              -92.02,
              28.05
            ],
            [
              -92.0,
              28.07
            ],
            [
              -91.96,
              28.08
            ],
            [
              -91.92,
              28.11
            ]
          ]
        ]
      },
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "1655f89ec379194ff0296f8e71c8f2ac0c2f6ef83405edca9fa94b8fc04a0229",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0568,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "21f231554d07d0e776b7472663fa0f3119d4ca644070feb83f22dbe0deae0796",
        "signature": {
          "alg": "ed25519",
          "sig": "ca9501a50f75d15aa041f8946aadd0ccb201c6a8768f055a2511496f37e5076952d40a59ef20f5bc3dd0b60c033cbbd4ccb059bfcae10f296bd9121bbcfb780b"
        }
      },
      "receipt_sha256": "21f231554d07d0e776b7472663fa0f3119d4ca644070feb83f22dbe0deae0796"
    },
    {
      "storm_id": "481625",
      "lat": 36.2156,
      "lon": -80.9633,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1248.0,
      "ebshear": 9.0,
      "srh01": 13.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.8365
        },
        {
          "name": "alignment",
          "value": -0.7047
        },
        {
          "name": "tau",
          "value": 1.6449
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0568
      },
      "coherence_score": 1.64487886428833,
      "coherence_diagnostics": {
        "tau": 1.64487886428833,
        "grad_tau": 0.09665188938379288,
        "torsion": 0.0,
        "alignment": -0.7047126293182373,
        "S_field": 0.6325646638870239,
        "Gamma_field": 0.31667929887771606,
        "S_over_Gamma": 1.9974929094314575,
        "Da": 19.64368438720703,
        "E_coh": 0.9626772999763489,
        "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": [
          [
            [
              -80.98,
              36.24
            ],
            [
              -80.95,
              36.24
            ],
            [
              -80.93,
              36.23
            ],
            [
              -80.94,
              36.21
            ],
            [
              -80.94,
              36.18
            ],
            [
              -80.95,
              36.17
            ],
            [
              -81.0,
              36.2
            ],
            [
              -81.0,
              36.23
            ],
            [
              -80.98,
              36.24
            ]
          ]
        ]
      },
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "1655f89ec379194ff0296f8e71c8f2ac0c2f6ef83405edca9fa94b8fc04a0229",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0568,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "21f231554d07d0e776b7472663fa0f3119d4ca644070feb83f22dbe0deae0796",
        "signature": {
          "alg": "ed25519",
          "sig": "ca9501a50f75d15aa041f8946aadd0ccb201c6a8768f055a2511496f37e5076952d40a59ef20f5bc3dd0b60c033cbbd4ccb059bfcae10f296bd9121bbcfb780b"
        }
      },
      "receipt_sha256": "21f231554d07d0e776b7472663fa0f3119d4ca644070feb83f22dbe0deae0796"
    },
    {
      "storm_id": "481492",
      "lat": 30.4922,
      "lon": -91.2056,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2685.0,
      "ebshear": 17.0,
      "srh01": 30.0,
      "maxllaz": 0.002,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.2115
        },
        {
          "name": "alignment",
          "value": -0.8299
        },
        {
          "name": "tau",
          "value": 2.4574
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0567
      },
      "coherence_score": 2.4573564529418945,
      "coherence_diagnostics": {
        "tau": 2.4573564529418945,
        "grad_tau": 0.582973062992096,
        "torsion": 0.0,
        "alignment": -0.829943060874939,
        "S_field": 0.937406063079834,
        "Gamma_field": 0.2916792929172516,
        "S_over_Gamma": 3.213824510574341,
        "Da": 18.178117752075195,
        "E_coh": 0.9555671215057373,
        "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": [
          [
            [
              -91.22,
              30.54
            ],
            [
              -91.18,
              30.54
            ],
            [
              -91.17,
              30.53
            ],
            [
              -91.17,
              30.46
            ],
            [
              -91.19,
              30.46
            ],
            [
              -91.2,
              30.45
            ],
            [
              -91.24,
              30.45
            ],
            [
              -91.26,
              30.46
            ],
            [
              -91.22,
              30.54
            ]
          ]
        ]
      },
      "raw_probability": 0.0567,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "f6528d9469fa4e641e41561cf24f5d5e604291daf89d29066ad77b2c6c7daf62",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0567,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2e3b87fe4ed0e3041322afc6e43b664d5439f19d583cdd9563387e9a52c0261d",
        "signature": {
          "alg": "ed25519",
          "sig": "c58303993230b460b006dc97cb41b8be7fa769fc6b4ab40601206e4611f2e34155558baa7a0bea82850c24583408f8bc9a7a54ae8b68dcbdbdb1e41a7f986909"
        }
      },
      "receipt_sha256": "2e3b87fe4ed0e3041322afc6e43b664d5439f19d583cdd9563387e9a52c0261d"
    },
    {
      "storm_id": "481598",
      "lat": 37.41,
      "lon": -112.6158,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 911.0,
      "ebshear": 26.0,
      "srh01": 37.0,
      "maxllaz": 0.004,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 18.9615
        },
        {
          "name": "alignment",
          "value": 2.3463
        },
        {
          "name": "tau",
          "value": 0.573
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0565
      },
      "coherence_score": 0.5729777216911316,
      "coherence_diagnostics": {
        "tau": 0.5729777216911316,
        "grad_tau": 0.30294591188430786,
        "torsion": 0.0,
        "alignment": 2.346285581588745,
        "S_field": 0.3892466425895691,
        "Gamma_field": 0.776679277420044,
        "S_over_Gamma": 0.5011677742004395,
        "Da": 47.90916442871094,
        "E_coh": 0.6876931190490723,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -112.57,
              37.45
            ],
            [
              -112.56,
              37.44
            ],
            [
              -112.56,
              37.41
            ],
            [
              -112.59,
              37.4
            ],
            [
              -112.62,
              37.36
            ],
            [
              -112.69,
              37.36
            ],
            [
              -112.69,
              37.37
            ],
            [
              -112.65,
              37.4
            ],
            [
              -112.65,
              37.42
            ],
            [
              -112.64,
              37.43
            ],
            [
              -112.6,
              37.43
            ],
            [
              -112.57,
              37.45
            ]
          ]
        ]
      },
      "raw_probability": 0.0565,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "69ec93db02f30ed1efa3821084a4c2826d57f0f4c4612d7e264b8bd936a0cafe",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0565,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d2ea2304d3162e93e7b71fc88aaf3298249db0c8d419bf9d059219c8a6dc55bf",
        "signature": {
          "alg": "ed25519",
          "sig": "cb273f2de984c251221f2c4c114054ed6db550f9dd82d084f803d1ee9cfa1af1b92a7aad824cfd036945a8b538105f72e0493dc445f9c1a4f3a92ef0b21e1c01"
        }
      },
      "receipt_sha256": "d2ea2304d3162e93e7b71fc88aaf3298249db0c8d419bf9d059219c8a6dc55bf"
    },
    {
      "storm_id": "481600",
      "lat": 36.2633,
      "lon": -84.1811,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1241.0,
      "ebshear": 12.0,
      "srh01": 11.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.4615
        },
        {
          "name": "alignment",
          "value": 0.1982
        },
        {
          "name": "tau",
          "value": 1.6491
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0557
      },
      "coherence_score": 1.6491249799728394,
      "coherence_diagnostics": {
        "tau": 1.6491249799728394,
        "grad_tau": 0.17295746505260468,
        "torsion": 0.0,
        "alignment": 0.19821691513061523,
        "S_field": 0.667325496673584,
        "Gamma_field": 0.30417928099632263,
        "S_over_Gamma": 2.1938557624816895,
        "Da": 18.33525276184082,
        "E_coh": 0.9446282982826233,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.21,
              36.3
            ],
            [
              -84.12,
              36.3
            ],
            [
              -84.12,
              36.28
            ],
            [
              -84.17,
              36.28
            ],
            [
              -84.2,
              36.25
            ],
            [
              -84.2,
              36.23
            ],
            [
              -84.19,
              36.22
            ],
            [
              -84.21,
              36.21
            ],
            [
              -84.21,
              36.3
            ]
          ]
        ]
      },
      "raw_probability": 0.0557,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "69c740b520345d5e8a3985ce3d1dbcf643d9b23ffbd79bab1160b98ea9af5e1e",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0557,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "12c03fc97213cc1958c1610f73a7ab5512ff65e6a50233d0d573c9b267855440",
        "signature": {
          "alg": "ed25519",
          "sig": "c3d89e8b724969fb78aca02d0cf6d7724c2dcb2d1403372f1eb2f0cc34d0035b934bb801e2ae130608a24a13f4b031473008057298ee00a68b31fe43399f2f01"
        }
      },
      "receipt_sha256": "12c03fc97213cc1958c1610f73a7ab5512ff65e6a50233d0d573c9b267855440"
    },
    {
      "storm_id": "481620",
      "lat": 38.3443,
      "lon": -76.4248,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3064.0,
      "ebshear": 15.0,
      "srh01": 27.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.4615
        },
        {
          "name": "alignment",
          "value": -2.9976
        },
        {
          "name": "tau",
          "value": 1.3062
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0556
      },
      "coherence_score": 1.3061609268188477,
      "coherence_diagnostics": {
        "tau": 1.3061609268188477,
        "grad_tau": 0.20395514369010925,
        "torsion": 0.0,
        "alignment": -2.9975924491882324,
        "S_field": 0.38251158595085144,
        "Gamma_field": 0.3225126266479492,
        "S_over_Gamma": 1.1860359907150269,
        "Da": 19.29659652709961,
        "E_coh": 0.8337830305099487,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.39,
              38.4
            ],
            [
              -76.34,
              38.4
            ],
            [
              -76.34,
              38.36
            ],
            [
              -76.35,
              38.35
            ],
            [
              -76.38,
              38.35
            ],
            [
              -76.39,
              38.34
            ],
            [
              -76.4,
              38.35
            ],
            [
              -76.41,
              38.34
            ],
            [
              -76.41,
              38.31
            ],
            [
              -76.42,
              38.3
            ],
            [
              -76.44,
              38.3
            ],
            [
              -76.46,
              38.28
            ],
            [
              -76.48,
              38.3
            ],
            [
              -76.49,
              38.3
            ],
            [
              -76.49,
              38.32
            ],
            [
              -76.47,
              38.33
            ],
            [
              -76.47,
              38.37
            ],
            [
              -76.49,
              38.38
            ],
            [
              -76.46,
              38.38
            ],
            [
              -76.45,
              38.37
            ],
            [
              -76.39,
              38.4
            ]
          ]
        ]
      },
      "raw_probability": 0.0556,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "efaf72b363b2f2449fdd7555a6e8788bc13176eeb882c3a90d5179b1ca4f60c1",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0556,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a27e8c445fdb82a80c26af94998becb59d3c3828656e10796b4d26c0c573738d",
        "signature": {
          "alg": "ed25519",
          "sig": "375b02032353e999107e7ca62bc33cdd93c6195fb5a6b3e9e83da2bb29846cf116c9309cb25937fc46acdd1a8904e1fb5f5934f43977a9a9e799326b62b3650c"
        }
      },
      "receipt_sha256": "a27e8c445fdb82a80c26af94998becb59d3c3828656e10796b4d26c0c573738d"
    },
    {
      "storm_id": "481178",
      "lat": 34.1454,
      "lon": -75.67,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2232.0,
      "ebshear": 11.0,
      "srh01": 20.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.5865
        },
        {
          "name": "alignment",
          "value": -2.463
        },
        {
          "name": "tau",
          "value": 1.4769
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0541
      },
      "coherence_score": 1.4769307374954224,
      "coherence_diagnostics": {
        "tau": 1.4769307374954224,
        "grad_tau": 0.07135383039712906,
        "torsion": 0.0,
        "alignment": -2.4630212783813477,
        "S_field": 0.192026749253273,
        "Gamma_field": 0.48001259565353394,
        "S_over_Gamma": 0.4000452160835266,
        "Da": 28.180965423583984,
        "E_coh": 0.7677385807037354,
        "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": [
          [
            [
              -75.7,
              34.19
            ],
            [
              -75.63,
              34.19
            ],
            [
              -75.62,
              34.18
            ],
            [
              -75.63,
              34.16
            ],
            [
              -75.61,
              34.12
            ],
            [
              -75.63,
              34.12
            ],
            [
              -75.66,
              34.1
            ],
            [
              -75.67,
              34.11
            ],
            [
              -75.69,
              34.1
            ],
            [
              -75.72,
              34.1
            ],
            [
              -75.72,
              34.16
            ],
            [
              -75.73,
              34.17
            ],
            [
              -75.7,
              34.19
            ]
          ]
        ]
      },
      "raw_probability": 0.0541,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "2e6b148bf5c2af31a3b65181e32d783e653c322820c02f11c10a71e04d2310c4",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0541,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ec52bac997c774ca13cca5dc3a9137f2072436933fe523a2aff6208965de4cb1",
        "signature": {
          "alg": "ed25519",
          "sig": "ffebe0322def9d81fec53b3e1a7054fa7903b093c789bcb5ad4832cf0e09f2e6ea701b8e97361569fe96542dab100c411b778a808309c0f82af95f111341a803"
        }
      },
      "receipt_sha256": "ec52bac997c774ca13cca5dc3a9137f2072436933fe523a2aff6208965de4cb1"
    },
    {
      "storm_id": "481224",
      "lat": 28.7231,
      "lon": -93.3108,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2748.0,
      "ebshear": 4.0,
      "srh01": 25.0,
      "maxllaz": 0.001,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.0865
        },
        {
          "name": "alignment",
          "value": 0.7364
        },
        {
          "name": "tau",
          "value": 2.9876
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.053
      },
      "coherence_score": 2.9875621795654297,
      "coherence_diagnostics": {
        "tau": 2.9875621795654297,
        "grad_tau": 0.5120689868927002,
        "torsion": 0.0,
        "alignment": 0.7363646030426025,
        "S_field": 1.1035186052322388,
        "Gamma_field": 0.3383459448814392,
        "S_over_Gamma": 3.261509656906128,
        "Da": 20.076763153076172,
        "E_coh": 0.9652523994445801,
        "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": [
          [
            [
              -93.34,
              28.78
            ],
            [
              -93.32,
              28.77
            ],
            [
              -93.28,
              28.77
            ],
            [
              -93.28,
              28.73
            ],
            [
              -93.27,
              28.72
            ],
            [
              -93.28,
              28.71
            ],
            [
              -93.27,
              28.7
            ],
            [
              -93.29,
              28.68
            ],
            [
              -93.31,
              28.68
            ],
            [
              -93.32,
              28.67
            ],
            [
              -93.37,
              28.67
            ],
            [
              -93.37,
              28.74
            ],
            [
              -93.34,
              28.78
            ]
          ]
        ]
      },
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "c48334b32d898da5b29e13b38daff6715062495a5dfec3bae88676e8cefc2705",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.053,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7092de5d55f48346776c775731520960bd1526a7c849d7f3d273d672ff3650af",
        "signature": {
          "alg": "ed25519",
          "sig": "eb63f4f7a5e36eecc170ebd37959a0b6688eea08b32bac540b435466348cef8b3f1ba77816ce221be0b8dfee66c59849c30639d460c4ecf772d0b61786e71706"
        }
      },
      "receipt_sha256": "7092de5d55f48346776c775731520960bd1526a7c849d7f3d273d672ff3650af"
    },
    {
      "storm_id": "481540",
      "lat": 28.715,
      "lon": -79.757,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3421.0,
      "ebshear": 20.0,
      "srh01": 7.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 61.0865
        },
        {
          "name": "alignment",
          "value": -0.2034
        },
        {
          "name": "tau",
          "value": 3.3538
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.053
      },
      "coherence_score": 3.353825569152832,
      "coherence_diagnostics": {
        "tau": 3.353825569152832,
        "grad_tau": 0.20116037130355835,
        "torsion": 0.0,
        "alignment": -0.20342683792114258,
        "S_field": 0.8076118230819702,
        "Gamma_field": 0.19584594666957855,
        "S_over_Gamma": 4.123709678649902,
        "Da": 12.223691940307617,
        "E_coh": 0.9643433690071106,
        "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": [
          [
            [
              -79.8,
              28.75
            ],
            [
              -79.75,
              28.75
            ],
            [
              -79.73,
              28.74
            ],
            [
              -79.72,
              28.7
            ],
            [
              -79.71,
              28.69
            ],
            [
              -79.71,
              28.67
            ],
            [
              -79.77,
              28.67
            ],
            [
              -79.79,
              28.7
            ],
            [
              -79.79,
              28.73
            ],
            [
              -79.8,
              28.75
            ]
          ]
        ]
      },
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "c48334b32d898da5b29e13b38daff6715062495a5dfec3bae88676e8cefc2705",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.053,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7092de5d55f48346776c775731520960bd1526a7c849d7f3d273d672ff3650af",
        "signature": {
          "alg": "ed25519",
          "sig": "eb63f4f7a5e36eecc170ebd37959a0b6688eea08b32bac540b435466348cef8b3f1ba77816ce221be0b8dfee66c59849c30639d460c4ecf772d0b61786e71706"
        }
      },
      "receipt_sha256": "7092de5d55f48346776c775731520960bd1526a7c849d7f3d273d672ff3650af"
    },
    {
      "storm_id": "481639",
      "lat": 26.6687,
      "lon": -95.3653,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3093.0,
      "ebshear": 6.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.2115
        },
        {
          "name": "alignment",
          "value": 2.1627
        },
        {
          "name": "tau",
          "value": 1.1484
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0519
      },
      "coherence_score": 1.1483614444732666,
      "coherence_diagnostics": {
        "tau": 1.1483614444732666,
        "grad_tau": 0.5392638444900513,
        "torsion": 0.0,
        "alignment": 2.1626930236816406,
        "S_field": 0.31155702471733093,
        "Gamma_field": 0.9391793012619019,
        "S_over_Gamma": 0.3317332863807678,
        "Da": 54.59922409057617,
        "E_coh": 0.8920295238494873,
        "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": [
          [
            [
              -95.34,
              26.71
            ],
            [
              -95.33,
              26.7
            ],
            [
              -95.33,
              26.65
            ],
            [
              -95.34,
              26.64
            ],
            [
              -95.35,
              26.65
            ],
            [
              -95.38,
              26.65
            ],
            [
              -95.4,
              26.63
            ],
            [
              -95.41,
              26.64
            ],
            [
              -95.4,
              26.69
            ],
            [
              -95.39,
              26.69
            ],
            [
              -95.39,
              26.68
            ],
            [
              -95.37,
              26.66
            ],
            [
              -95.36,
              26.66
            ],
            [
              -95.35,
              26.67
            ],
            [
              -95.34,
              26.71
            ]
          ]
        ]
      },
      "raw_probability": 0.0519,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "7f7e49b657f99149a29bffc015d3ed7edbbefa66d34f1096eacb6f4c32c2a2df",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0519,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c29a894cd87e9ed6d3a9b854acab436c0acb0dc73573a445912f4b88c460d605",
        "signature": {
          "alg": "ed25519",
          "sig": "3557af04b2f21cd30ef3dc66f9827b552367aab0352fed1ce6460db2cb6e82d1c71101f4a12bac9f1bb73303b5ae45074382a072ff97494032479b6acbae5c0c"
        }
      },
      "receipt_sha256": "c29a894cd87e9ed6d3a9b854acab436c0acb0dc73573a445912f4b88c460d605"
    },
    {
      "storm_id": "481597",
      "lat": 39.1375,
      "lon": -115.8713,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 281.0,
      "ebshear": 10.0,
      "srh01": 61.0,
      "maxllaz": 0.001,
      "mesh": 0.21,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 61.0
        },
        {
          "name": "hrrr_pwat",
          "value": 11.0865
        },
        {
          "name": "alignment",
          "value": -0.6147
        },
        {
          "name": "tau",
          "value": 0.3291
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0515
      },
      "coherence_score": 0.3290911912918091,
      "coherence_diagnostics": {
        "tau": 0.3290911912918091,
        "grad_tau": 0.03258956968784332,
        "torsion": 0.0,
        "alignment": -0.614682674407959,
        "S_field": 0.07381516695022583,
        "Gamma_field": 0.4308459758758545,
        "S_over_Gamma": 0.17132611572742462,
        "Da": 27.184715270996094,
        "E_coh": 0.5173691511154175,
        "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": [
          [
            [
              -115.89,
              39.17
            ],
            [
              -115.83,
              39.17
            ],
            [
              -115.83,
              39.12
            ],
            [
              -115.85,
              39.1
            ],
            [
              -115.88,
              39.1
            ],
            [
              -115.9,
              39.12
            ],
            [
              -115.9,
              39.15
            ],
            [
              -115.89,
              39.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0515,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "6de275d760b7f3fedfe4d38b5409288f08e8ce7be2f12748737a76f9e1ed53a9",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0515,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a62c5603f70508e1e0bb670ef2ddff3f7f79aff4571ad6889576c17013820c84",
        "signature": {
          "alg": "ed25519",
          "sig": "6e38e85724ac9f604b320fa8dc9f5be8f43ed93abc4125d0206955dbd4104ff59907c2b6b8b7661c30cdd572748a41927435dbe04d6cd96e740de24d21cb8303"
        }
      },
      "receipt_sha256": "a62c5603f70508e1e0bb670ef2ddff3f7f79aff4571ad6889576c17013820c84"
    },
    {
      "storm_id": "481042",
      "lat": 31.0554,
      "lon": -82.2038,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2353.0,
      "ebshear": 7.0,
      "srh01": 2.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.7115
        },
        {
          "name": "alignment",
          "value": -2.078
        },
        {
          "name": "tau",
          "value": 2.5775
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0514
      },
      "coherence_score": 2.577524423599243,
      "coherence_diagnostics": {
        "tau": 2.577524423599243,
        "grad_tau": 0.3266046941280365,
        "torsion": 0.0,
        "alignment": -2.078042507171631,
        "S_field": 0.0983268991112709,
        "Gamma_field": 0.39751261472702026,
        "S_over_Gamma": 0.2473554164171219,
        "Da": 25.59617805480957,
        "E_coh": 0.5666290521621704,
        "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": [
          [
            [
              -82.24,
              31.09
            ],
            [
              -82.2,
              31.09
            ],
            [
              -82.19,
              31.08
            ],
            [
              -82.17,
              31.08
            ],
            [
              -82.16,
              31.07
            ],
            [
              -82.16,
              31.04
            ],
            [
              -82.15,
              31.02
            ],
            [
              -82.18,
              31.0
            ],
            [
              -82.23,
              31.01
            ],
            [
              -82.24,
              31.02
            ],
            [
              -82.24,
              31.06
            ],
            [
              -82.25,
              31.07
            ],
            [
              -82.24,
              31.09
            ]
          ]
        ]
      },
      "raw_probability": 0.0514,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "cc6e13c845e893c986b3529be759b4f9f16379878c0bed6eef2a000e9a9b5372",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0514,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6cce9cd60f47bd975482d3685a5c07d06b4517cd26099cbcfa22ad9ea1ff0f27",
        "signature": {
          "alg": "ed25519",
          "sig": "b02d7c3ba5bc1330b3ced0442f332912e4d25ab94ce4f41a195475f5cacc4f591ddba341bec356d48f39be2111a8321fada96e1900d29fd462737c7a60a7ec0b"
        }
      },
      "receipt_sha256": "6cce9cd60f47bd975482d3685a5c07d06b4517cd26099cbcfa22ad9ea1ff0f27"
    },
    {
      "storm_id": "481369",
      "lat": 38.5682,
      "lon": -113.6482,
      "motion_east": 4.0,
      "motion_south": -2.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 864.0,
      "ebshear": 15.0,
      "srh01": 49.0,
      "maxllaz": 0.003,
      "mesh": 0.45,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.4615
        },
        {
          "name": "alignment",
          "value": -1.7419
        },
        {
          "name": "tau",
          "value": 0.3264
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0514
      },
      "coherence_score": 0.3263683021068573,
      "coherence_diagnostics": {
        "tau": 0.3263683021068573,
        "grad_tau": 0.06736933439970016,
        "torsion": 0.0,
        "alignment": -1.7419309616088867,
        "S_field": 0.18654170632362366,
        "Gamma_field": 0.885845959186554,
        "S_over_Gamma": 0.21058030426502228,
        "Da": 56.085304260253906,
        "E_coh": 0.7018783092498779,
        "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": [
          [
            [
              -113.65,
              38.61
            ],
            [
              -113.6,
              38.61
            ],
            [
              -113.6,
              38.57
            ],
            [
              -113.61,
              38.55
            ],
            [
              -113.65,
              38.54
            ],
            [
              -113.67,
              38.52
            ],
            [
              -113.68,
              38.52
            ],
            [
              -113.68,
              38.56
            ],
            [
              -113.67,
              38.57
            ],
            [
              -113.67,
              38.59
            ],
            [
              -113.65,
              38.61
            ]
          ]
        ]
      },
      "raw_probability": 0.0514,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "cc6e13c845e893c986b3529be759b4f9f16379878c0bed6eef2a000e9a9b5372",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0514,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6cce9cd60f47bd975482d3685a5c07d06b4517cd26099cbcfa22ad9ea1ff0f27",
        "signature": {
          "alg": "ed25519",
          "sig": "b02d7c3ba5bc1330b3ced0442f332912e4d25ab94ce4f41a195475f5cacc4f591ddba341bec356d48f39be2111a8321fada96e1900d29fd462737c7a60a7ec0b"
        }
      },
      "receipt_sha256": "6cce9cd60f47bd975482d3685a5c07d06b4517cd26099cbcfa22ad9ea1ff0f27"
    },
    {
      "storm_id": "481621",
      "lat": 37.73,
      "lon": -112.7017,
      "motion_east": 4.0,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 763.0,
      "ebshear": 18.0,
      "srh01": 31.0,
      "maxllaz": 0.004,
      "mesh": 0.34,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 18.9615
        },
        {
          "name": "alignment",
          "value": 2.3463
        },
        {
          "name": "tau",
          "value": 0.573
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0507
      },
      "coherence_score": 0.5729777216911316,
      "coherence_diagnostics": {
        "tau": 0.5729777216911316,
        "grad_tau": 0.30294591188430786,
        "torsion": 0.0,
        "alignment": 2.346285581588745,
        "S_field": 0.3892466425895691,
        "Gamma_field": 0.776679277420044,
        "S_over_Gamma": 0.5011677742004395,
        "Da": 47.90916442871094,
        "E_coh": 0.6876931190490723,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -112.72,
              37.76
            ],
            [
              -112.67,
              37.76
            ],
            [
              -112.67,
              37.7
            ],
            [
              -112.7,
              37.69
            ],
            [
              -112.73,
              37.71
            ],
            [
              -112.72,
              37.76
            ]
          ]
        ]
      },
      "raw_probability": 0.0507,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "dd9de28ac9acdaee09397dccbfd5409ee94dbe85d6ae63251aeeeea6a6eb7a9f",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0507,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c0af7cc060878a9d22612f50e4e1c6d4aa732bf28526f9a10e985bc604aeb52b",
        "signature": {
          "alg": "ed25519",
          "sig": "24c56dd005904fe4e90e65ec74c2c60c638364b51d5d6a22b5233a158d85ebed86879498c01cb3f9d3708723e9e5f757ce080af17d5731e1d2de42be842b580f"
        }
      },
      "receipt_sha256": "c0af7cc060878a9d22612f50e4e1c6d4aa732bf28526f9a10e985bc604aeb52b"
    },
    {
      "storm_id": "481631",
      "lat": 29.8211,
      "lon": -87.3467,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3250.0,
      "ebshear": 9.0,
      "srh01": 23.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.0865
        },
        {
          "name": "alignment",
          "value": 0.4043
        },
        {
          "name": "tau",
          "value": 3.2052
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0501
      },
      "coherence_score": 3.2051756381988525,
      "coherence_diagnostics": {
        "tau": 3.2051756381988525,
        "grad_tau": 0.12844218313694,
        "torsion": 0.0,
        "alignment": 0.4042520523071289,
        "S_field": 0.48246899247169495,
        "Gamma_field": 0.22667928040027618,
        "S_over_Gamma": 2.1284213066101074,
        "Da": 13.219039916992188,
        "E_coh": 0.907314121723175,
        "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": [
          [
            [
              -87.37,
              29.85
            ],
            [
              -87.31,
              29.84
            ],
            [
              -87.3,
              29.8
            ],
            [
              -87.32,
              29.79
            ],
            [
              -87.33,
              29.8
            ],
            [
              -87.37,
              29.79
            ],
            [
              -87.37,
              29.83
            ],
            [
              -87.38,
              29.84
            ],
            [
              -87.37,
              29.85
            ]
          ]
        ]
      },
      "raw_probability": 0.0501,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "8c5c2b5106ad73eabd4da00166ef825c6f8803f1c9c07fdbbfc76d252d408601",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0501,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "02aa2155d110ea2d1d45aca2b41f07d614d00f6a6a2ff5a08af8b2d37e314255",
        "signature": {
          "alg": "ed25519",
          "sig": "42d71fb5aa3eff6381fd57608cb120eaeed3a8ba1680f53029e667f066a8af40c9eab39b8dddb47661ce7c199f949514958c372c69e26acdee43bf07d0792901"
        }
      },
      "receipt_sha256": "02aa2155d110ea2d1d45aca2b41f07d614d00f6a6a2ff5a08af8b2d37e314255"
    },
    {
      "storm_id": "481328",
      "lat": 28.6431,
      "lon": -81.5925,
      "motion_east": 4.6,
      "motion_south": 5.5,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2357.0,
      "ebshear": 19.0,
      "srh01": 2.0,
      "maxllaz": 0.002,
      "mesh": 0.2,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.4615
        },
        {
          "name": "alignment",
          "value": -0.4877
        },
        {
          "name": "tau",
          "value": 3.5296
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0495
      },
      "coherence_score": 3.529623031616211,
      "coherence_diagnostics": {
        "tau": 3.529623031616211,
        "grad_tau": 0.008361350744962692,
        "torsion": 0.0,
        "alignment": -0.4877164959907532,
        "S_field": 1.0598982572555542,
        "Gamma_field": 0.19751261174678802,
        "S_over_Gamma": 5.3662309646606445,
        "Da": 12.542720794677734,
        "E_coh": 0.9770910739898682,
        "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": [
          [
            [
              -81.65,
              28.74
            ],
            [
              -81.6,
              28.74
            ],
            [
              -81.57,
              28.71
            ],
            [
              -81.58,
              28.7
            ],
            [
              -81.57,
              28.68
            ],
            [
              -81.52,
              28.64
            ],
            [
              -81.51,
              28.62
            ],
            [
              -81.51,
              28.58
            ],
            [
              -81.55,
              28.54
            ],
            [
              -81.6,
              28.53
            ],
            [
              -81.6,
              28.54
            ],
            [
              -81.62,
              28.56
            ],
            [
              -81.61,
              28.6
            ],
            [
              -81.67,
              28.65
            ],
            [
              -81.67,
              28.72
            ],
            [
              -81.65,
              28.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0495,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "bedb74815070dadc5b280be91396d6c103ac91f392edbd7e8ed9569ccbc30298",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0495,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dd39b8f87380e56fcb1b9473afbc1de416f84560eee4406fb735aae9ac81d0a9",
        "signature": {
          "alg": "ed25519",
          "sig": "e299fc6d1ddb3d98eeaaaaa51563a17876fd46f27f6f6ff4a6cfc53392ea361b6977387f41782a1a5f9b7243bee927b1f06642e360f000f6f465bc94055d530d"
        }
      },
      "receipt_sha256": "dd39b8f87380e56fcb1b9473afbc1de416f84560eee4406fb735aae9ac81d0a9"
    },
    {
      "storm_id": "481567",
      "lat": 28.5917,
      "lon": -81.7333,
      "motion_east": 4.6,
      "motion_south": 5.4,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2006.0,
      "ebshear": 18.0,
      "srh01": 14.0,
      "maxllaz": 0.002,
      "mesh": 0.43,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.8365
        },
        {
          "name": "alignment",
          "value": 0.2124
        },
        {
          "name": "tau",
          "value": 3.3709
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0495
      },
      "coherence_score": 3.3709046840667725,
      "coherence_diagnostics": {
        "tau": 3.3709046840667725,
        "grad_tau": 0.14031989872455597,
        "torsion": 0.0,
        "alignment": 0.21241293847560883,
        "S_field": 0.6752508282661438,
        "Gamma_field": 0.2891792953014374,
        "S_over_Gamma": 2.335059404373169,
        "Da": 18.20865821838379,
        "E_coh": 0.9585457444190979,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.77,
              28.65
            ],
            [
              -81.73,
              28.65
            ],
            [
              -81.68,
              28.62
            ],
            [
              -81.68,
              28.58
            ],
            [
              -81.66,
              28.54
            ],
            [
              -81.67,
              28.53
            ],
            [
              -81.73,
              28.53
            ],
            [
              -81.76,
              28.55
            ],
            [
              -81.77,
              28.58
            ],
            [
              -81.79,
              28.6
            ],
            [
              -81.79,
              28.62
            ],
            [
              -81.77,
              28.65
            ]
          ]
        ]
      },
      "raw_probability": 0.0495,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "bedb74815070dadc5b280be91396d6c103ac91f392edbd7e8ed9569ccbc30298",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0495,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dd39b8f87380e56fcb1b9473afbc1de416f84560eee4406fb735aae9ac81d0a9",
        "signature": {
          "alg": "ed25519",
          "sig": "e299fc6d1ddb3d98eeaaaaa51563a17876fd46f27f6f6ff4a6cfc53392ea361b6977387f41782a1a5f9b7243bee927b1f06642e360f000f6f465bc94055d530d"
        }
      },
      "receipt_sha256": "dd39b8f87380e56fcb1b9473afbc1de416f84560eee4406fb735aae9ac81d0a9"
    },
    {
      "storm_id": "481016",
      "lat": 34.1171,
      "lon": -75.2235,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2380.0,
      "ebshear": 12.0,
      "srh01": 13.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.5865
        },
        {
          "name": "alignment",
          "value": -2.463
        },
        {
          "name": "tau",
          "value": 1.4769
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0493
      },
      "coherence_score": 1.4769307374954224,
      "coherence_diagnostics": {
        "tau": 1.4769307374954224,
        "grad_tau": 0.07135383039712906,
        "torsion": 0.0,
        "alignment": -2.4630212783813477,
        "S_field": 0.192026749253273,
        "Gamma_field": 0.48001259565353394,
        "S_over_Gamma": 0.4000452160835266,
        "Da": 28.180965423583984,
        "E_coh": 0.7677385807037354,
        "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": [
          [
            [
              -75.19,
              34.2
            ],
            [
              -75.13,
              34.19
            ],
            [
              -75.13,
              34.14
            ],
            [
              -75.15,
              34.12
            ],
            [
              -75.19,
              34.11
            ],
            [
              -75.22,
              34.08
            ],
            [
              -75.24,
              34.08
            ],
            [
              -75.26,
              34.06
            ],
            [
              -75.26,
              34.05
            ],
            [
              -75.29,
              34.05
            ],
            [
              -75.29,
              34.09
            ],
            [
              -75.3,
              34.1
            ],
            [
              -75.29,
              34.11
            ],
            [
              -75.23,
              34.12
            ],
            [
              -75.22,
              34.13
            ],
            [
              -75.22,
              34.16
            ],
            [
              -75.19,
              34.2
            ]
          ]
        ]
      },
      "raw_probability": 0.0493,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "2bfbeaa6d6cc59301ac1d37ea8f2a12763822e20cf9c7241e5382122649ad4b4",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0493,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2c0a2f618f8b0c7094cbb9c9ad186148c5037c4519fab94a60757e04ec18f835",
        "signature": {
          "alg": "ed25519",
          "sig": "c6af651b5523b4301666d7638a5af2a87a35aad159b1280ace9aaa9c905eef004952e1a52ac03ac210d287d1e050ed3efaadc13caa8fa6901a788b1df9daab00"
        }
      },
      "receipt_sha256": "2c0a2f618f8b0c7094cbb9c9ad186148c5037c4519fab94a60757e04ec18f835"
    },
    {
      "storm_id": "481537",
      "lat": 28.9664,
      "lon": -85.6391,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3136.0,
      "ebshear": 5.0,
      "srh01": 3.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.2115
        },
        {
          "name": "alignment",
          "value": 1.6034
        },
        {
          "name": "tau",
          "value": 3.0611
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0485
      },
      "coherence_score": 3.0610928535461426,
      "coherence_diagnostics": {
        "tau": 3.0610928535461426,
        "grad_tau": 0.14871592819690704,
        "torsion": 0.0,
        "alignment": 1.6033908128738403,
        "S_field": 0.34338730573654175,
        "Gamma_field": 0.26084595918655396,
        "S_over_Gamma": 1.3164371252059937,
        "Da": 15.604449272155762,
        "E_coh": 0.9012347459793091,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.67,
              29.0
            ],
            [
              -85.61,
              29.0
            ],
            [
              -85.6,
              28.99
            ],
            [
              -85.61,
              28.97
            ],
            [
              -85.59,
              28.94
            ],
            [
              -85.59,
              28.92
            ],
            [
              -85.68,
              28.92
            ],
            [
              -85.69,
              28.93
            ],
            [
              -85.66,
              28.97
            ],
            [
              -85.66,
              28.99
            ],
            [
              -85.67,
              29.0
            ]
          ]
        ]
      },
      "raw_probability": 0.0485,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "06d7e0c2fea624da103b30578091dd348e959d3066d749bf55c9753255530bf3",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0485,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "47830bdc7dc9184a47133195e07ab86a6578b1e7ec18ccb5eef9c7662f070b92",
        "signature": {
          "alg": "ed25519",
          "sig": "00249835c929d76f40fc5315d742ac4773dd60e9959e33fe9adfe4329d14a473f897f15d66db04274905b0410574ff66436d46aa129e1b35590d899cb604240b"
        }
      },
      "receipt_sha256": "47830bdc7dc9184a47133195e07ab86a6578b1e7ec18ccb5eef9c7662f070b92"
    },
    {
      "storm_id": "481614",
      "lat": 26.8662,
      "lon": -95.7485,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3730.0,
      "ebshear": 8.0,
      "srh01": 1.0,
      "maxllaz": 0.0,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.2115
        },
        {
          "name": "alignment",
          "value": 2.1627
        },
        {
          "name": "tau",
          "value": 1.1484
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0478
      },
      "coherence_score": 1.1483614444732666,
      "coherence_diagnostics": {
        "tau": 1.1483614444732666,
        "grad_tau": 0.5392638444900513,
        "torsion": 0.0,
        "alignment": 2.1626930236816406,
        "S_field": 0.31155702471733093,
        "Gamma_field": 0.9391793012619019,
        "S_over_Gamma": 0.3317332863807678,
        "Da": 54.59922409057617,
        "E_coh": 0.8920295238494873,
        "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": [
          [
            [
              -95.71,
              26.94
            ],
            [
              -95.7,
              26.93
            ],
            [
              -95.69,
              26.93
            ],
            [
              -95.7,
              26.92
            ],
            [
              -95.71,
              26.91
            ],
            [
              -95.71,
              26.9
            ],
            [
              -95.72,
              26.89
            ],
            [
              -95.72,
              26.88
            ],
            [
              -95.72,
              26.87
            ],
            [
              -95.72,
              26.86
            ],
            [
              -95.72,
              26.85
            ],
            [
              -95.73,
              26.85
            ],
            [
              -95.74,
              26.85
            ],
            [
              -95.75,
              26.85
            ],
            [
              -95.76,
              26.85
            ],
            [
              -95.77,
              26.84
            ],
            [
              -95.78,
              26.84
            ],
            [
              -95.79,
              26.83
            ],
            [
              -95.79,
              26.82
            ],
            [
              -95.78,
              26.81
            ],
            [
              -95.77,
              26.81
            ],
            [
              -95.76,
              26.81
            ],
            [
              -95.77,
              26.81
            ],
            [
              -95.78,
              26.81
            ],
            [
              -95.79,
              26.81
            ],
            [
              -95.8,
              26.81
            ],
            [
              -95.81,
              26.81
            ],
            [
              -95.81,
              26.82
            ],
            [
              -95.8,
              26.83
            ],
            [
              -95.79,
              26.84
            ],
            [
              -95.78,
              26.85
            ],
            [
              -95.77,
              26.86
            ],
            [
              -95.76,
              26.85
            ],
            [
              -95.75,
              26.85
            ],
            [
              -95.74,
              26.85
            ],
            [
              -95.73,
              26.86
            ],
            [
              -95.73,
              26.87
            ],
            [
              -95.73,
              26.88
            ],
            [
              -95.73,
              26.89
            ],
            [
              -95.73,
              26.9
            ],
            [
              -95.74,
              26.91
            ],
            [
              -95.75,
              26.91
            ],
            [
              -95.75,
              26.92
            ],
            [
              -95.74,
              26.93
            ],
            [
              -95.73,
              26.93
            ],
            [
              -95.72,
              26.93
            ],
            [
              -95.71,
              26.94
            ]
          ]
        ]
      },
      "raw_probability": 0.0478,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "a9b3f0036719d1d57e1633dcab40df7843dcac04f2a1bb6d66efe5a4192f3ef7",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0478,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2de73cfbf23e9fffa52609e84ef38f459531ad02d7e00d05927d2782fd13bf08",
        "signature": {
          "alg": "ed25519",
          "sig": "672dff5b6545416f9144488fa50345df076acc623e5e0d272e4eea03090b72fa83d3253bfb8ee75e438e74b032edff11b518bc1434266540448ddc2fbcd36203"
        }
      },
      "receipt_sha256": "2de73cfbf23e9fffa52609e84ef38f459531ad02d7e00d05927d2782fd13bf08"
    },
    {
      "storm_id": "481424",
      "lat": 38.6706,
      "lon": -114.1625,
      "motion_east": 2.7,
      "motion_south": -3.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 993.0,
      "ebshear": 13.0,
      "srh01": 39.0,
      "maxllaz": 0.002,
      "mesh": 0.39,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 11.5865
        },
        {
          "name": "alignment",
          "value": 0.9072
        },
        {
          "name": "tau",
          "value": 0.3237
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0477
      },
      "coherence_score": 0.32373517751693726,
      "coherence_diagnostics": {
        "tau": 0.32373517751693726,
        "grad_tau": 0.02460971102118492,
        "torsion": 0.0,
        "alignment": 0.9072179794311523,
        "S_field": 0.08451002836227417,
        "Gamma_field": 0.44084596633911133,
        "S_over_Gamma": 0.19169966876506805,
        "Da": 27.514724731445312,
        "E_coh": 0.4213237762451172,
        "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": [
          [
            [
              -114.11,
              38.78
            ],
            [
              -114.09,
              38.78
            ],
            [
              -114.07,
              38.76
            ],
            [
              -114.08,
              38.7
            ],
            [
              -114.11,
              38.67
            ],
            [
              -114.11,
              38.66
            ],
            [
              -114.17,
              38.58
            ],
            [
              -114.18,
              38.58
            ],
            [
              -114.2,
              38.56
            ],
            [
              -114.24,
              38.57
            ],
            [
              -114.24,
              38.63
            ],
            [
              -114.23,
              38.64
            ],
            [
              -114.23,
              38.66
            ],
            [
              -114.22,
              38.67
            ],
            [
              -114.21,
              38.71
            ],
            [
              -114.11,
              38.78
            ]
          ]
        ]
      },
      "raw_probability": 0.0477,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "b8f34c3ce5015f04ff6430c251842173606e4dbe6eb7573ffd8c06314a5cf221",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0477,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0eb5c32a95e7bbf0d2e75b092fb8c45a953abc64c2fa31d00c04282ad19c2532",
        "signature": {
          "alg": "ed25519",
          "sig": "cb49569d4c9685f99eed70e47b002ce46df7f90d5c45ed39643553205aac61dc959de783cd5aaef75fea9625d7a08970878e7ab2fb27d830038bbf807b521508"
        }
      },
      "receipt_sha256": "0eb5c32a95e7bbf0d2e75b092fb8c45a953abc64c2fa31d00c04282ad19c2532"
    },
    {
      "storm_id": "481569",
      "lat": 28.1694,
      "lon": -81.2975,
      "motion_east": 4.9,
      "motion_south": 5.7,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2583.0,
      "ebshear": 21.0,
      "srh01": 14.0,
      "maxllaz": 0.004,
      "mesh": 0.18,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.8365
        },
        {
          "name": "alignment",
          "value": 0.2124
        },
        {
          "name": "tau",
          "value": 3.3709
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0477
      },
      "coherence_score": 3.3709046840667725,
      "coherence_diagnostics": {
        "tau": 3.3709046840667725,
        "grad_tau": 0.14031989872455597,
        "torsion": 0.0,
        "alignment": 0.21241293847560883,
        "S_field": 0.6752508282661438,
        "Gamma_field": 0.2891792953014374,
        "S_over_Gamma": 2.335059404373169,
        "Da": 18.20865821838379,
        "E_coh": 0.9585457444190979,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.31,
              28.24
            ],
            [
              -81.28,
              28.21
            ],
            [
              -81.24,
              28.19
            ],
            [
              -81.24,
              28.17
            ],
            [
              -81.23,
              28.16
            ],
            [
              -81.23,
              28.11
            ],
            [
              -81.26,
              28.07
            ],
            [
              -81.3,
              28.07
            ],
            [
              -81.3,
              28.11
            ],
            [
              -81.32,
              28.14
            ],
            [
              -81.32,
              28.16
            ],
            [
              -81.35,
              28.19
            ],
            [
              -81.37,
              28.19
            ],
            [
              -81.37,
              28.23
            ],
            [
              -81.33,
              28.23
            ],
            [
              -81.31,
              28.24
            ]
          ]
        ]
      },
      "raw_probability": 0.0477,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "b8f34c3ce5015f04ff6430c251842173606e4dbe6eb7573ffd8c06314a5cf221",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0477,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0eb5c32a95e7bbf0d2e75b092fb8c45a953abc64c2fa31d00c04282ad19c2532",
        "signature": {
          "alg": "ed25519",
          "sig": "cb49569d4c9685f99eed70e47b002ce46df7f90d5c45ed39643553205aac61dc959de783cd5aaef75fea9625d7a08970878e7ab2fb27d830038bbf807b521508"
        }
      },
      "receipt_sha256": "0eb5c32a95e7bbf0d2e75b092fb8c45a953abc64c2fa31d00c04282ad19c2532"
    },
    {
      "storm_id": "481544",
      "lat": 28.0579,
      "lon": -81.4829,
      "motion_east": 4.6,
      "motion_south": 4.2,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2782.0,
      "ebshear": 23.0,
      "srh01": 15.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.8365
        },
        {
          "name": "alignment",
          "value": 0.2124
        },
        {
          "name": "tau",
          "value": 3.3709
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0476
      },
      "coherence_score": 3.3709046840667725,
      "coherence_diagnostics": {
        "tau": 3.3709046840667725,
        "grad_tau": 0.14031989872455597,
        "torsion": 0.0,
        "alignment": 0.21241293847560883,
        "S_field": 0.6752508282661438,
        "Gamma_field": 0.2891792953014374,
        "S_over_Gamma": 2.335059404373169,
        "Da": 18.20865821838379,
        "E_coh": 0.9585457444190979,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.49,
              28.13
            ],
            [
              -81.47,
              28.13
            ],
            [
              -81.44,
              28.11
            ],
            [
              -81.44,
              28.05
            ],
            [
              -81.46,
              28.03
            ],
            [
              -81.46,
              28.0
            ],
            [
              -81.47,
              27.99
            ],
            [
              -81.46,
              27.98
            ],
            [
              -81.51,
              27.98
            ],
            [
              -81.53,
              28.0
            ],
            [
              -81.52,
              28.08
            ],
            [
              -81.51,
              28.09
            ],
            [
              -81.51,
              28.11
            ],
            [
              -81.49,
              28.13
            ]
          ]
        ]
      },
      "raw_probability": 0.0476,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "9405707fad02b3a7fef9b7f9758088b341b22414ec7156eddff6742bb96f60db",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0476,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ae5d8cdd55e93a9be1e2682d15dc6e220c281edaa7030a7c956bf6a94d05cfe6",
        "signature": {
          "alg": "ed25519",
          "sig": "3df14f0f47db89a4e8a7c8c759712fcd75391ff97c83d2ec34f87c07bf0c14683b0b244077ace69d6b0fa98b4226ff277849bf707ad4a2fb0d8c8df1784ed80a"
        }
      },
      "receipt_sha256": "ae5d8cdd55e93a9be1e2682d15dc6e220c281edaa7030a7c956bf6a94d05cfe6"
    },
    {
      "storm_id": "481624",
      "lat": 36.6907,
      "lon": -82.3203,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1186.0,
      "ebshear": 11.0,
      "srh01": 18.0,
      "maxllaz": 0.001,
      "mesh": 0.23,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.4615
        },
        {
          "name": "alignment",
          "value": 0.2535
        },
        {
          "name": "tau",
          "value": 1.5164
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0475
      },
      "coherence_score": 1.5163853168487549,
      "coherence_diagnostics": {
        "tau": 1.5163853168487549,
        "grad_tau": 0.0063478657975792885,
        "torsion": 0.0,
        "alignment": 0.25354811549186707,
        "S_field": 0.15363338589668274,
        "Gamma_field": 0.5875126123428345,
        "S_over_Gamma": 0.26149803400039673,
        "Da": 36.733802795410156,
        "E_coh": 0.7521322965621948,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.35,
              36.71
            ],
            [
              -82.34,
              36.71
            ],
            [
              -82.33,
              36.71
            ],
            [
              -82.32,
              36.71
            ],
            [
              -82.31,
              36.71
            ],
            [
              -82.3,
              36.71
            ],
            [
              -82.29,
              36.71
            ],
            [
              -82.28,
              36.7
            ],
            [
              -82.27,
              36.71
            ],
            [
              -82.26,
              36.71
            ],
            [
              -82.26,
              36.7
            ],
            [
              -82.27,
              36.7
            ],
            [
              -82.28,
              36.7
            ],
            [
              -82.29,
              36.7
            ],
            [
              -82.3,
              36.69
            ],
            [
              -82.31,
              36.68
            ],
            [
              -82.32,
              36.67
            ],
            [
              -82.33,
              36.66
            ],
            [
              -82.34,
              36.65
            ],
            [
              -82.34,
              36.64
            ],
            [
              -82.34,
              36.65
            ],
            [
              -82.35,
              36.66
            ],
            [
              -82.35,
              36.67
            ],
            [
              -82.35,
              36.68
            ],
            [
              -82.36,
              36.69
            ],
            [
              -82.37,
              36.69
            ],
            [
              -82.37,
              36.7
            ],
            [
              -82.36,
              36.7
            ],
            [
              -82.35,
              36.71
            ]
          ]
        ]
      },
      "raw_probability": 0.0475,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "a3d13c779c72b059a5271132dfe5bbbb3a2f6cb6ed3f5b8a04426e5efedad4db",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0475,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b1f1e7ab45048050f233120fef6e4c74df4d31a2fb05d29b4e8fa69cd4b81f1d",
        "signature": {
          "alg": "ed25519",
          "sig": "a6faf91ae1b4055c44d5f1f880ddd2c1576963796143bc2178b56b1035c6ffc0008f181ea8a385bf2bc7b4f36de18509eaede03a57a4a83851479c88a2c9f009"
        }
      },
      "receipt_sha256": "b1f1e7ab45048050f233120fef6e4c74df4d31a2fb05d29b4e8fa69cd4b81f1d"
    },
    {
      "storm_id": "481607",
      "lat": 29.8011,
      "lon": -95.5756,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2820.0,
      "ebshear": 14.0,
      "srh01": 13.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.7115
        },
        {
          "name": "alignment",
          "value": -0.1708
        },
        {
          "name": "tau",
          "value": 2.1374
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0472
      },
      "coherence_score": 2.1374130249023438,
      "coherence_diagnostics": {
        "tau": 2.1374130249023438,
        "grad_tau": 0.25893574953079224,
        "torsion": 0.0,
        "alignment": -0.1707535982131958,
        "S_field": 0.6384483575820923,
        "Gamma_field": 0.41334596276283264,
        "S_over_Gamma": 1.544585943222046,
        "Da": 24.43419075012207,
        "E_coh": 0.9442466497421265,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.6,
              29.84
            ],
            [
              -95.55,
              29.84
            ],
            [
              -95.55,
              29.76
            ],
            [
              -95.57,
              29.76
            ],
            [
              -95.56,
              29.77
            ],
            [
              -95.57,
              29.79
            ],
            [
              -95.59,
              29.79
            ],
            [
              -95.59,
              29.82
            ],
            [
              -95.6,
              29.84
            ]
          ]
        ]
      },
      "raw_probability": 0.0472,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "040fd994144f10d3c090e099c45cc3d484ac7c5c756fd5c8732cc46ce6620980",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0472,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4a20ac1eedd850dc9fdb43b48eb7dc654315aa25a760d6cb913c266bb4df9115",
        "signature": {
          "alg": "ed25519",
          "sig": "eba11eff58f5330cbf762affd86845b86f73d34cbb184e0ad5308d4c9bf5b99ee33521861d7e37cd99f2c28701e1a12ee77862596b3237d43408050accb3ec09"
        }
      },
      "receipt_sha256": "4a20ac1eedd850dc9fdb43b48eb7dc654315aa25a760d6cb913c266bb4df9115"
    },
    {
      "storm_id": "480589",
      "lat": 35.34,
      "lon": -112.65,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 813.0,
      "ebshear": 27.0,
      "srh01": 6.0,
      "maxllaz": 0.002,
      "mesh": 0.12,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.4615
        },
        {
          "name": "alignment",
          "value": 1.0157
        },
        {
          "name": "tau",
          "value": 0.5981
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0466
      },
      "coherence_score": 0.5981409549713135,
      "coherence_diagnostics": {
        "tau": 0.5981409549713135,
        "grad_tau": 0.12498272210359573,
        "torsion": 0.0,
        "alignment": 1.0156654119491577,
        "S_field": 0.15280218422412872,
        "Gamma_field": 0.46417927742004395,
        "S_over_Gamma": 0.32918787002563477,
        "Da": 29.214689254760742,
        "E_coh": 0.36736607551574707,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -112.64,
              35.39
            ],
            [
              -112.59,
              35.39
            ],
            [
              -112.58,
              35.35
            ],
            [
              -112.63,
              35.28
            ],
            [
              -112.67,
              35.28
            ],
            [
              -112.69,
              35.29
            ],
            [
              -112.7,
              35.31
            ],
            [
              -112.7,
              35.34
            ],
            [
              -112.66,
              35.38
            ],
            [
              -112.64,
              35.39
            ]
          ]
        ]
      },
      "raw_probability": 0.0466,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "1b9e55e8f78961179239230f946bc4a899a76861a3cc021b640f7352a71d6ad2",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0466,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9958e089ba4a895ef66f0699c0d180afadbd21c21ae72a712b522f65057253e4",
        "signature": {
          "alg": "ed25519",
          "sig": "ac1a083baadb593f6201dc0c85f3c818f220762c36d265916b3f137d575b3db8b539dded638dab38c2f2513f0db0e548417e9670597c6e488da735bbe9ceef01"
        }
      },
      "receipt_sha256": "9958e089ba4a895ef66f0699c0d180afadbd21c21ae72a712b522f65057253e4"
    },
    {
      "storm_id": "481312",
      "lat": 38.3946,
      "lon": -76.1185,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2671.0,
      "ebshear": 15.0,
      "srh01": 1.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.4615
        },
        {
          "name": "alignment",
          "value": -1.6853
        },
        {
          "name": "tau",
          "value": 1.1404
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.046
      },
      "coherence_score": 1.1404234170913696,
      "coherence_diagnostics": {
        "tau": 1.1404234170913696,
        "grad_tau": 0.09179225564002991,
        "torsion": 0.0,
        "alignment": -1.6853102445602417,
        "S_field": 0.10955852270126343,
        "Gamma_field": 0.4716792702674866,
        "S_over_Gamma": 0.23227334022521973,
        "Da": 28.310447692871094,
        "E_coh": 0.3937494158744812,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.11,
              38.45
            ],
            [
              -76.07,
              38.45
            ],
            [
              -76.05,
              38.44
            ],
            [
              -76.07,
              38.4
            ],
            [
              -76.07,
              38.38
            ],
            [
              -76.1,
              38.35
            ],
            [
              -76.12,
              38.35
            ],
            [
              -76.13,
              38.34
            ],
            [
              -76.18,
              38.34
            ],
            [
              -76.2,
              38.36
            ],
            [
              -76.16,
              38.4
            ],
            [
              -76.17,
              38.42
            ],
            [
              -76.11,
              38.45
            ]
          ]
        ]
      },
      "raw_probability": 0.046,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "84e6d00bfc41eedf4a1b8e3d5963c875b4c622c98b218ed79044fd73360bced2",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.046,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "df5b8a17e00eadf1901f9fc964914263ac429e28a27df96b4eb10b4060c8c380",
        "signature": {
          "alg": "ed25519",
          "sig": "277a545fea19a104329b201d25e67de09a733902fccd4fba0247d2f1eef5c4af4e01927b1a0da128c4b104dd53215f44dfe3bdc5735d60dc70c4fca84363c402"
        }
      },
      "receipt_sha256": "df5b8a17e00eadf1901f9fc964914263ac429e28a27df96b4eb10b4060c8c380"
    },
    {
      "storm_id": "481536",
      "lat": 29.19,
      "lon": -81.5047,
      "motion_east": 4.1,
      "motion_south": 0.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2873.0,
      "ebshear": 21.0,
      "srh01": 4.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.4615
        },
        {
          "name": "alignment",
          "value": -0.4877
        },
        {
          "name": "tau",
          "value": 3.5296
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.046
      },
      "coherence_score": 3.529623031616211,
      "coherence_diagnostics": {
        "tau": 3.529623031616211,
        "grad_tau": 0.008361350744962692,
        "torsion": 0.0,
        "alignment": -0.4877164959907532,
        "S_field": 1.0598982572555542,
        "Gamma_field": 0.19751261174678802,
        "S_over_Gamma": 5.3662309646606445,
        "Da": 12.542720794677734,
        "E_coh": 0.9770910739898682,
        "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": [
          [
            [
              -81.49,
              29.22
            ],
            [
              -81.48,
              29.22
            ],
            [
              -81.48,
              29.21
            ],
            [
              -81.46,
              29.2
            ],
            [
              -81.46,
              29.19
            ],
            [
              -81.47,
              29.19
            ],
            [
              -81.48,
              29.17
            ],
            [
              -81.53,
              29.17
            ],
            [
              -81.55,
              29.15
            ],
            [
              -81.56,
              29.15
            ],
            [
              -81.54,
              29.17
            ],
            [
              -81.54,
              29.19
            ],
            [
              -81.53,
              29.2
            ],
            [
              -81.51,
              29.2
            ],
            [
              -81.49,
              29.22
            ]
          ]
        ]
      },
      "raw_probability": 0.046,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "84e6d00bfc41eedf4a1b8e3d5963c875b4c622c98b218ed79044fd73360bced2",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.046,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "df5b8a17e00eadf1901f9fc964914263ac429e28a27df96b4eb10b4060c8c380",
        "signature": {
          "alg": "ed25519",
          "sig": "277a545fea19a104329b201d25e67de09a733902fccd4fba0247d2f1eef5c4af4e01927b1a0da128c4b104dd53215f44dfe3bdc5735d60dc70c4fca84363c402"
        }
      },
      "receipt_sha256": "df5b8a17e00eadf1901f9fc964914263ac429e28a27df96b4eb10b4060c8c380"
    },
    {
      "storm_id": "481572",
      "lat": 27.05,
      "lon": -82.3117,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2938.0,
      "ebshear": 9.0,
      "srh01": 10.0,
      "maxllaz": 0.009,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.5865
        },
        {
          "name": "alignment",
          "value": 0.6911
        },
        {
          "name": "tau",
          "value": 2.9227
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.046
      },
      "coherence_score": 2.922712564468384,
      "coherence_diagnostics": {
        "tau": 2.922712564468384,
        "grad_tau": 0.7484055161476135,
        "torsion": 0.0,
        "alignment": 0.6910848617553711,
        "S_field": 1.2936478853225708,
        "Gamma_field": 0.20751261711120605,
        "S_over_Gamma": 6.234068393707275,
        "Da": 12.617877006530762,
        "E_coh": 0.9836511015892029,
        "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": [
          [
            [
              -82.31,
              27.09
            ],
            [
              -82.28,
              27.08
            ],
            [
              -82.28,
              27.06
            ],
            [
              -82.3,
              27.04
            ],
            [
              -82.29,
              27.02
            ],
            [
              -82.3,
              27.01
            ],
            [
              -82.34,
              27.01
            ],
            [
              -82.34,
              27.02
            ],
            [
              -82.32,
              27.04
            ],
            [
              -82.34,
              27.06
            ],
            [
              -82.33,
              27.08
            ],
            [
              -82.31,
              27.09
            ]
          ]
        ]
      },
      "raw_probability": 0.046,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "84e6d00bfc41eedf4a1b8e3d5963c875b4c622c98b218ed79044fd73360bced2",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.046,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "df5b8a17e00eadf1901f9fc964914263ac429e28a27df96b4eb10b4060c8c380",
        "signature": {
          "alg": "ed25519",
          "sig": "277a545fea19a104329b201d25e67de09a733902fccd4fba0247d2f1eef5c4af4e01927b1a0da128c4b104dd53215f44dfe3bdc5735d60dc70c4fca84363c402"
        }
      },
      "receipt_sha256": "df5b8a17e00eadf1901f9fc964914263ac429e28a27df96b4eb10b4060c8c380"
    },
    {
      "storm_id": "481585",
      "lat": 35.6056,
      "lon": -112.3489,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 734.0,
      "ebshear": 17.0,
      "srh01": 5.0,
      "maxllaz": 0.0,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.4615
        },
        {
          "name": "alignment",
          "value": 1.0157
        },
        {
          "name": "tau",
          "value": 0.5981
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0459
      },
      "coherence_score": 0.5981409549713135,
      "coherence_diagnostics": {
        "tau": 0.5981409549713135,
        "grad_tau": 0.12498272210359573,
        "torsion": 0.0,
        "alignment": 1.0156654119491577,
        "S_field": 0.15280218422412872,
        "Gamma_field": 0.46417927742004395,
        "S_over_Gamma": 0.32918787002563477,
        "Da": 29.214689254760742,
        "E_coh": 0.36736607551574707,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -112.37,
              35.64
            ],
            [
              -112.34,
              35.63
            ],
            [
              -112.31,
              35.6
            ],
            [
              -112.31,
              35.59
            ],
            [
              -112.32,
              35.59
            ],
            [
              -112.34,
              35.57
            ],
            [
              -112.39,
              35.57
            ],
            [
              -112.39,
              35.62
            ],
            [
              -112.37,
              35.64
            ]
          ]
        ]
      },
      "raw_probability": 0.0459,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "a39f1cf75b71ed5ccefa1bab9d98c963aa75cb43c589c11d5403f33a57fb7d4e",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0459,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "134daa25addbffaa15ec0ed7f9e59fa7f9c2ff5337755c9775c27d967280e3f7",
        "signature": {
          "alg": "ed25519",
          "sig": "cc2ff1289ef2828d3c6315d5079860b22ae519230d331f4033cb7af547741c1d29f0a2304d3dcd05ff5e09cc793f52365adf0bfd664bd56eff1fb8f6d8aa4707"
        }
      },
      "receipt_sha256": "134daa25addbffaa15ec0ed7f9e59fa7f9c2ff5337755c9775c27d967280e3f7"
    },
    {
      "storm_id": "481591",
      "lat": 45.8314,
      "lon": -69.9314,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 13.0,
      "maxllaz": 0.0,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 12.9615
        },
        {
          "name": "alignment",
          "value": 0.0988
        },
        {
          "name": "tau",
          "value": 0.4765
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0459
      },
      "coherence_score": 0.4764975309371948,
      "coherence_diagnostics": {
        "tau": 0.4764975309371948,
        "grad_tau": 0.05357920750975609,
        "torsion": 0.0,
        "alignment": 0.09881162643432617,
        "S_field": 0.1271352916955948,
        "Gamma_field": 0.3541792929172516,
        "S_over_Gamma": 0.358957439661026,
        "Da": 20.650081634521484,
        "E_coh": 0.34694182872772217,
        "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": [
          [
            [
              -69.97,
              45.87
            ],
            [
              -69.89,
              45.87
            ],
            [
              -69.88,
              45.86
            ],
            [
              -69.88,
              45.78
            ],
            [
              -69.96,
              45.78
            ],
            [
              -69.97,
              45.79
            ],
            [
              -69.97,
              45.87
            ]
          ]
        ]
      },
      "raw_probability": 0.0459,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "a39f1cf75b71ed5ccefa1bab9d98c963aa75cb43c589c11d5403f33a57fb7d4e",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0459,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "134daa25addbffaa15ec0ed7f9e59fa7f9c2ff5337755c9775c27d967280e3f7",
        "signature": {
          "alg": "ed25519",
          "sig": "cc2ff1289ef2828d3c6315d5079860b22ae519230d331f4033cb7af547741c1d29f0a2304d3dcd05ff5e09cc793f52365adf0bfd664bd56eff1fb8f6d8aa4707"
        }
      },
      "receipt_sha256": "134daa25addbffaa15ec0ed7f9e59fa7f9c2ff5337755c9775c27d967280e3f7"
    },
    {
      "storm_id": "480845",
      "lat": 30.8478,
      "lon": -82.6467,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1969.0,
      "ebshear": 10.0,
      "srh01": 2.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.7115
        },
        {
          "name": "alignment",
          "value": -2.078
        },
        {
          "name": "tau",
          "value": 2.5775
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.045
      },
      "coherence_score": 2.577524423599243,
      "coherence_diagnostics": {
        "tau": 2.577524423599243,
        "grad_tau": 0.3266046941280365,
        "torsion": 0.0,
        "alignment": -2.078042507171631,
        "S_field": 0.0983268991112709,
        "Gamma_field": 0.39751261472702026,
        "S_over_Gamma": 0.2473554164171219,
        "Da": 25.59617805480957,
        "E_coh": 0.5666290521621704,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.65,
              30.88
            ],
            [
              -82.63,
              30.88
            ],
            [
              -82.61,
              30.86
            ],
            [
              -82.61,
              30.83
            ],
            [
              -82.63,
              30.81
            ],
            [
              -82.66,
              30.81
            ],
            [
              -82.69,
              30.83
            ],
            [
              -82.69,
              30.85
            ],
            [
              -82.65,
              30.88
            ]
          ]
        ]
      },
      "raw_probability": 0.045,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "dea4063de55867f65de119a43f931a085316d951d902ffad53bd6507ecd5530f",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.045,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1698c9eb898f71b6d074c77e5c3570607256296826ba63b99355bac4907c6f98",
        "signature": {
          "alg": "ed25519",
          "sig": "81c289e5e9aac0be68f65babb4e9331e6c4f82d431af0a7af6a8dbb2c729459fcfe7b5085aac44b933e201ccc47b09ccea65bf56c581fa21918b4c0a0481a601"
        }
      },
      "receipt_sha256": "1698c9eb898f71b6d074c77e5c3570607256296826ba63b99355bac4907c6f98"
    },
    {
      "storm_id": "481590",
      "lat": 27.6812,
      "lon": -96.1838,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4209.0,
      "ebshear": 6.0,
      "srh01": 30.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.7115
        },
        {
          "name": "alignment",
          "value": -0.2741
        },
        {
          "name": "tau",
          "value": 1.6259
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0448
      },
      "coherence_score": 1.6259191036224365,
      "coherence_diagnostics": {
        "tau": 1.6259191036224365,
        "grad_tau": 0.5475380420684814,
        "torsion": 0.0,
        "alignment": -0.27413415908813477,
        "S_field": 0.6152207851409912,
        "Gamma_field": 0.6816793084144592,
        "S_over_Gamma": 0.9025076627731323,
        "Da": 40.10651397705078,
        "E_coh": 0.9466659426689148,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.22,
              27.73
            ],
            [
              -96.12,
              27.73
            ],
            [
              -96.12,
              27.72
            ],
            [
              -96.15,
              27.69
            ],
            [
              -96.18,
              27.7
            ],
            [
              -96.2,
              27.68
            ],
            [
              -96.2,
              27.67
            ],
            [
              -96.18,
              27.65
            ],
            [
              -96.15,
              27.66
            ],
            [
              -96.16,
              27.64
            ],
            [
              -96.17,
              27.65
            ],
            [
              -96.19,
              27.64
            ],
            [
              -96.22,
              27.64
            ],
            [
              -96.23,
              27.65
            ],
            [
              -96.23,
              27.72
            ],
            [
              -96.22,
              27.73
            ]
          ]
        ]
      },
      "raw_probability": 0.0448,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "92503d7f4251ba64d667b781950ccb1e70a3230020576b711c425f33f6cad8fb",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0448,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d6f8e780347731f73c21ae2459b7375ad7be54e0217e957349279d775c0ac819",
        "signature": {
          "alg": "ed25519",
          "sig": "1647807ea43752619a390c45cd6e0f98fea537b2236fa3b41fd3a74c44811d077b7252409e82c499627e257c14e94b088012d2bfc8f445c9a79837f1ceac440b"
        }
      },
      "receipt_sha256": "d6f8e780347731f73c21ae2459b7375ad7be54e0217e957349279d775c0ac819"
    },
    {
      "storm_id": "480775",
      "lat": 36.0706,
      "lon": -81.4469,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1086.0,
      "ebshear": 9.0,
      "srh01": 14.0,
      "maxllaz": 0.001,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.8365
        },
        {
          "name": "alignment",
          "value": -0.7047
        },
        {
          "name": "tau",
          "value": 1.6449
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0441
      },
      "coherence_score": 1.64487886428833,
      "coherence_diagnostics": {
        "tau": 1.64487886428833,
        "grad_tau": 0.09665188938379288,
        "torsion": 0.0,
        "alignment": -0.7047126293182373,
        "S_field": 0.6325646638870239,
        "Gamma_field": 0.31667929887771606,
        "S_over_Gamma": 1.9974929094314575,
        "Da": 19.64368438720703,
        "E_coh": 0.9626772999763489,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.46,
              36.12
            ],
            [
              -81.43,
              36.12
            ],
            [
              -81.41,
              36.11
            ],
            [
              -81.4,
              36.09
            ],
            [
              -81.41,
              36.08
            ],
            [
              -81.39,
              36.05
            ],
            [
              -81.4,
              36.03
            ],
            [
              -81.42,
              36.03
            ],
            [
              -81.43,
              36.02
            ],
            [
              -81.48,
              36.02
            ],
            [
              -81.5,
              36.03
            ],
            [
              -81.5,
              36.05
            ],
            [
              -81.49,
              36.06
            ],
            [
              -81.49,
              36.1
            ],
            [
              -81.48,
              36.1
            ],
            [
              -81.46,
              36.12
            ]
          ]
        ]
      },
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "1be1ca670555940dd8db5bc612c3bdff1745d976308fe8686f69f0d6dc798b4b",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0441,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dfeb097967979cd18f57e68c35282327926186796e4861f5e09092558bf7a5dd",
        "signature": {
          "alg": "ed25519",
          "sig": "f15b719ef5df3d32eea95cf594928c321dd3ace68ed5dde02de0f846b85cd0674b756c870588d710fc58bab27342585da5a9e0375fde345d76d9b953cf27ae08"
        }
      },
      "receipt_sha256": "dfeb097967979cd18f57e68c35282327926186796e4861f5e09092558bf7a5dd"
    },
    {
      "storm_id": "481117",
      "lat": 29.7105,
      "lon": -87.2484,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2916.0,
      "ebshear": 9.0,
      "srh01": 18.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.0865
        },
        {
          "name": "alignment",
          "value": 0.4043
        },
        {
          "name": "tau",
          "value": 3.2052
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0433
      },
      "coherence_score": 3.2051756381988525,
      "coherence_diagnostics": {
        "tau": 3.2051756381988525,
        "grad_tau": 0.12844218313694,
        "torsion": 0.0,
        "alignment": 0.4042520523071289,
        "S_field": 0.48246899247169495,
        "Gamma_field": 0.22667928040027618,
        "S_over_Gamma": 2.1284213066101074,
        "Da": 13.219039916992188,
        "E_coh": 0.907314121723175,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.3,
              29.76
            ],
            [
              -87.28,
              29.75
            ],
            [
              -87.27,
              29.76
            ],
            [
              -87.15,
              29.76
            ],
            [
              -87.15,
              29.73
            ],
            [
              -87.16,
              29.73
            ],
            [
              -87.19,
              29.7
            ],
            [
              -87.18,
              29.69
            ],
            [
              -87.19,
              29.68
            ],
            [
              -87.22,
              29.68
            ],
            [
              -87.23,
              29.67
            ],
            [
              -87.26,
              29.67
            ],
            [
              -87.27,
              29.66
            ],
            [
              -87.28,
              29.67
            ],
            [
              -87.31,
              29.67
            ],
            [
              -87.33,
              29.68
            ],
            [
              -87.33,
              29.74
            ],
            [
              -87.32,
              29.74
            ],
            [
              -87.3,
              29.76
            ]
          ]
        ]
      },
      "raw_probability": 0.0433,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "87a5d686947cbb74a3b648a34443912d431c95e2159dcfe8e28d9f3aaff662e6",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0433,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2e9c9a7289b4632ab05a32f9210d40f365753de76da557d88324837eb8a64e16",
        "signature": {
          "alg": "ed25519",
          "sig": "c71f3a7475d643fddacd53ea775c1916ea0b2427b5f62021aa238d7ddb246c09a6a2b67ce9f7697a9e4dc886b077ea0a2fa4e12073ed99685d0e43eb7224f104"
        }
      },
      "receipt_sha256": "2e9c9a7289b4632ab05a32f9210d40f365753de76da557d88324837eb8a64e16"
    },
    {
      "storm_id": "481570",
      "lat": 28.1127,
      "lon": -80.1673,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3305.0,
      "ebshear": 11.0,
      "srh01": 5.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 59.3365
        },
        {
          "name": "alignment",
          "value": 2.5894
        },
        {
          "name": "tau",
          "value": 3.3886
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0432
      },
      "coherence_score": 3.3885865211486816,
      "coherence_diagnostics": {
        "tau": 3.3885865211486816,
        "grad_tau": 0.13972929120063782,
        "torsion": 0.0,
        "alignment": 2.5893776416778564,
        "S_field": 0.7974354028701782,
        "Gamma_field": 0.24001261591911316,
        "S_over_Gamma": 3.3224728107452393,
        "Da": 14.79284381866455,
        "E_coh": 0.9250960350036621,
        "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": [
          [
            [
              -80.18,
              28.15
            ],
            [
              -80.17,
              28.13
            ],
            [
              -80.16,
              28.13
            ],
            [
              -80.15,
              28.15
            ],
            [
              -80.13,
              28.15
            ],
            [
              -80.1,
              28.09
            ],
            [
              -80.14,
              28.07
            ],
            [
              -80.2,
              28.07
            ],
            [
              -80.21,
              28.08
            ],
            [
              -80.22,
              28.07
            ],
            [
              -80.18,
              28.15
            ]
          ]
        ]
      },
      "raw_probability": 0.0432,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "19980bfd938512bd150924aa05062b9b383b628d39902d5511a8a91997b4b084",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0432,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5f27e194d691bc27456a399727751f2cadf1ac87868ba8a22627b01c465b3705",
        "signature": {
          "alg": "ed25519",
          "sig": "04e93ec2f39b835ca7d16536cefcc777d24095e7e59748f294fecac404c306202d8537bffbc06629eb928560a0d0d1c1a8bd26c7a2fee4096b406a11dc23e20b"
        }
      },
      "receipt_sha256": "5f27e194d691bc27456a399727751f2cadf1ac87868ba8a22627b01c465b3705"
    },
    {
      "storm_id": "481626",
      "lat": 30.627,
      "lon": -90.732,
      "motion_east": 3.8,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2416.0,
      "ebshear": 19.0,
      "srh01": 24.0,
      "maxllaz": 0.002,
      "mesh": 0.2,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.3365
        },
        {
          "name": "alignment",
          "value": -0.845
        },
        {
          "name": "tau",
          "value": 2.5362
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.043
      },
      "coherence_score": 2.5361685752868652,
      "coherence_diagnostics": {
        "tau": 2.5361685752868652,
        "grad_tau": 0.5975774526596069,
        "torsion": 0.0,
        "alignment": -0.844980001449585,
        "S_field": 0.5057885050773621,
        "Gamma_field": 0.3375126123428345,
        "S_over_Gamma": 1.4985766410827637,
        "Da": 21.174346923828125,
        "E_coh": 0.8789435029029846,
        "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": [
          [
            [
              -90.75,
              30.67
            ],
            [
              -90.69,
              30.66
            ],
            [
              -90.69,
              30.63
            ],
            [
              -90.71,
              30.62
            ],
            [
              -90.71,
              30.6
            ],
            [
              -90.76,
              30.58
            ],
            [
              -90.77,
              30.59
            ],
            [
              -90.74,
              30.62
            ],
            [
              -90.75,
              30.63
            ],
            [
              -90.75,
              30.67
            ]
          ]
        ]
      },
      "raw_probability": 0.043,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "d65cd298e5667946395d2adb194c1056eec3357d4ed6290adb3732584ab3f1a6",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.043,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "36a969130132550c8b893dc24eedcaa5318be0d1f75aef41238f2605115310eb",
        "signature": {
          "alg": "ed25519",
          "sig": "7b4210e0103bf081f7e60447cd53380e50a4fd3617b2727d22866237b9155970f1c059e9151f562fbdd74fef673d09e91cc0cee310bb05d79db9f9236d5e3b00"
        }
      },
      "receipt_sha256": "36a969130132550c8b893dc24eedcaa5318be0d1f75aef41238f2605115310eb"
    },
    {
      "storm_id": "481244",
      "lat": 29.549,
      "lon": -94.734,
      "motion_east": -2.0,
      "motion_south": 1.7,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3511.0,
      "ebshear": 13.0,
      "srh01": 38.0,
      "maxllaz": 0.004,
      "mesh": 0.34,
      "flash_rate": 20.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.0865
        },
        {
          "name": "alignment",
          "value": -0.4831
        },
        {
          "name": "tau",
          "value": 2.3088
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0423
      },
      "coherence_score": 2.308828830718994,
      "coherence_diagnostics": {
        "tau": 2.308828830718994,
        "grad_tau": 0.42786329984664917,
        "torsion": 0.0,
        "alignment": -0.48307275772094727,
        "S_field": 0.7630044221878052,
        "Gamma_field": 0.34167927503585815,
        "S_over_Gamma": 2.2331013679504395,
        "Da": 20.28152084350586,
        "E_coh": 0.9781436324119568,
        "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": [
          [
            [
              -94.66,
              29.63
            ],
            [
              -94.65,
              29.63
            ],
            [
              -94.65,
              29.59
            ],
            [
              -94.66,
              29.58
            ],
            [
              -94.66,
              29.56
            ],
            [
              -94.68,
              29.54
            ],
            [
              -94.69,
              29.49
            ],
            [
              -94.7,
              29.49
            ],
            [
              -94.74,
              29.46
            ],
            [
              -94.86,
              29.46
            ],
            [
              -94.86,
              29.48
            ],
            [
              -94.84,
              29.5
            ],
            [
              -94.84,
              29.53
            ],
            [
              -94.82,
              29.55
            ],
            [
              -94.8,
              29.55
            ],
            [
              -94.76,
              29.58
            ],
            [
              -94.75,
              29.57
            ],
            [
              -94.72,
              29.57
            ],
            [
              -94.68,
              29.59
            ],
            [
              -94.66,
              29.63
            ]
          ]
        ]
      },
      "raw_probability": 0.0423,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "e1b2c982d1313e8d48a527676aa4ad5d45b7be4b2a504e927cd2d98a1a5778c4",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0423,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "79e0c2415c7bbcdda61931f9b04a1065e531ef8780f584e2f26d668de648ce13",
        "signature": {
          "alg": "ed25519",
          "sig": "54d9ac9d57ef01eebdad1e5d76bdcba2393924e05114bfba12ec61dfcfccfe98dfe3ad92bd9bbf3d9405f6899283ed2ceb42cbf0b167fb4ae9e6728b34b52e08"
        }
      },
      "receipt_sha256": "79e0c2415c7bbcdda61931f9b04a1065e531ef8780f584e2f26d668de648ce13"
    },
    {
      "storm_id": "481442",
      "lat": 29.5513,
      "lon": -81.4853,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2951.0,
      "ebshear": 19.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.3365
        },
        {
          "name": "alignment",
          "value": 0.3024
        },
        {
          "name": "tau",
          "value": 3.3549
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0417
      },
      "coherence_score": 3.3548853397369385,
      "coherence_diagnostics": {
        "tau": 3.3548853397369385,
        "grad_tau": 0.24549046158790588,
        "torsion": 0.0,
        "alignment": 0.3024289906024933,
        "S_field": 0.7620408535003662,
        "Gamma_field": 0.23501260578632355,
        "S_over_Gamma": 3.2425529956817627,
        "Da": 14.863167762756348,
        "E_coh": 0.9810329079627991,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.46,
              29.59
            ],
            [
              -81.42,
              29.59
            ],
            [
              -81.41,
              29.58
            ],
            [
              -81.45,
              29.55
            ],
            [
              -81.45,
              29.52
            ],
            [
              -81.5,
              29.48
            ],
            [
              -81.55,
              29.48
            ],
            [
              -81.55,
              29.52
            ],
            [
              -81.54,
              29.54
            ],
            [
              -81.53,
              29.55
            ],
            [
              -81.51,
              29.55
            ],
            [
              -81.49,
              29.57
            ],
            [
              -81.49,
              29.58
            ],
            [
              -81.47,
              29.58
            ],
            [
              -81.46,
              29.59
            ]
          ]
        ]
      },
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "cc085f503812dd52ee5423578ea8f087f6107ba5544d4659cec83254bb95a8cb",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0417,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "56e298dbe9aaf296ba83bb016c7e7bd6c40c084565f31462d61fca4427645291",
        "signature": {
          "alg": "ed25519",
          "sig": "ac95e4eb195518ec1725423e32e8d2e755a187f4bca4a09e06df98215750ede2dcbb3073681c309ca9b705a29875bbbbb886c83107b70b57576d980067c2b90a"
        }
      },
      "receipt_sha256": "56e298dbe9aaf296ba83bb016c7e7bd6c40c084565f31462d61fca4427645291"
    },
    {
      "storm_id": "481330",
      "lat": 27.7143,
      "lon": -81.1843,
      "motion_east": 4.3,
      "motion_south": 0.1,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2484.0,
      "ebshear": 12.0,
      "srh01": 20.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.2115
        },
        {
          "name": "alignment",
          "value": 3.7471
        },
        {
          "name": "tau",
          "value": 3.2709
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.041
      },
      "coherence_score": 3.270890474319458,
      "coherence_diagnostics": {
        "tau": 3.270890474319458,
        "grad_tau": 0.24172812700271606,
        "torsion": 0.0,
        "alignment": 3.7470760345458984,
        "S_field": 0.9603532552719116,
        "Gamma_field": 0.24251261353492737,
        "S_over_Gamma": 3.9600136280059814,
        "Da": 14.850319862365723,
        "E_coh": 0.9472529292106628,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.21,
              27.74
            ],
            [
              -81.17,
              27.74
            ],
            [
              -81.16,
              27.73
            ],
            [
              -81.16,
              27.69
            ],
            [
              -81.17,
              27.68
            ],
            [
              -81.21,
              27.68
            ],
            [
              -81.21,
              27.74
            ]
          ]
        ]
      },
      "raw_probability": 0.041,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "cbb2036f0403e0a8f87a5501bafefcf4d1d937311c1143a000177493b037be00",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.041,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0388fa78f779c50ca0b0bde33f2c66de19479088d8b603954e711e509b513be5",
        "signature": {
          "alg": "ed25519",
          "sig": "b9a1d227a63444d7a55aac6936f29a30e4fe9b32869808562162e2fc8036c0a1f825a1f51e83f4c316e0c1078e9044a4cdd49143ffbe688d1ccd47b22ad1bd03"
        }
      },
      "receipt_sha256": "0388fa78f779c50ca0b0bde33f2c66de19479088d8b603954e711e509b513be5"
    },
    {
      "storm_id": "481412",
      "lat": 29.4343,
      "lon": -86.4043,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3476.0,
      "ebshear": 8.0,
      "srh01": 18.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 61.0865
        },
        {
          "name": "alignment",
          "value": 3.351
        },
        {
          "name": "tau",
          "value": 3.283
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.041
      },
      "coherence_score": 3.282991886138916,
      "coherence_diagnostics": {
        "tau": 3.282991886138916,
        "grad_tau": 0.14577558636665344,
        "torsion": 0.0,
        "alignment": 3.351043462753296,
        "S_field": 0.9979848265647888,
        "Gamma_field": 0.19167928397655487,
        "S_over_Gamma": 5.206534385681152,
        "Da": 11.433797836303711,
        "E_coh": 0.9058283567428589,
        "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": [
          [
            [
              -86.39,
              29.48
            ],
            [
              -86.34,
              29.48
            ],
            [
              -86.34,
              29.45
            ],
            [
              -86.33,
              29.44
            ],
            [
              -86.38,
              29.41
            ],
            [
              -86.42,
              29.41
            ],
            [
              -86.44,
              29.38
            ],
            [
              -86.47,
              29.38
            ],
            [
              -86.44,
              29.42
            ],
            [
              -86.44,
              29.45
            ],
            [
              -86.43,
              29.45
            ],
            [
              -86.43,
              29.43
            ],
            [
              -86.42,
              29.42
            ],
            [
              -86.39,
              29.48
            ]
          ]
        ]
      },
      "raw_probability": 0.041,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "cbb2036f0403e0a8f87a5501bafefcf4d1d937311c1143a000177493b037be00",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.041,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0388fa78f779c50ca0b0bde33f2c66de19479088d8b603954e711e509b513be5",
        "signature": {
          "alg": "ed25519",
          "sig": "b9a1d227a63444d7a55aac6936f29a30e4fe9b32869808562162e2fc8036c0a1f825a1f51e83f4c316e0c1078e9044a4cdd49143ffbe688d1ccd47b22ad1bd03"
        }
      },
      "receipt_sha256": "0388fa78f779c50ca0b0bde33f2c66de19479088d8b603954e711e509b513be5"
    },
    {
      "storm_id": "481353",
      "lat": 30.5725,
      "lon": -89.2925,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2433.0,
      "ebshear": 18.0,
      "srh01": 19.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.8365
        },
        {
          "name": "alignment",
          "value": -0.7542
        },
        {
          "name": "tau",
          "value": 2.7051
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0405
      },
      "coherence_score": 2.7051334381103516,
      "coherence_diagnostics": {
        "tau": 2.7051334381103516,
        "grad_tau": 0.4773482084274292,
        "torsion": 0.0,
        "alignment": -0.7541795969009399,
        "S_field": 0.7255595326423645,
        "Gamma_field": 0.2875126302242279,
        "S_over_Gamma": 2.5235743522644043,
        "Da": 18.32817268371582,
        "E_coh": 0.9259095191955566,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.3,
              30.6
            ],
            [
              -89.28,
              30.6
            ],
            [
              -89.26,
              30.58
            ],
            [
              -89.26,
              30.53
            ],
            [
              -89.32,
              30.53
            ],
            [
              -89.31,
              30.55
            ],
            [
              -89.31,
              30.59
            ],
            [
              -89.3,
              30.6
            ]
          ]
        ]
      },
      "raw_probability": 0.0405,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "1c3c634d5f544682301a3acaf61a1819d53b973a57289a8a3b764674337b0b1a",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0405,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2cc2318faac39d10748ef997af0b2eb6a0d09e7d4c8cf0cd0b7758747b95552f",
        "signature": {
          "alg": "ed25519",
          "sig": "dcb098d26a65b2a278cda6e9feae442d271ad3fb49cf3a01224dfbd4cc0f51fd05d35d19918eec52cc8068f0e9285fe2b7f9c60cf195dd643094ee28dcbe4c0a"
        }
      },
      "receipt_sha256": "2cc2318faac39d10748ef997af0b2eb6a0d09e7d4c8cf0cd0b7758747b95552f"
    },
    {
      "storm_id": "481632",
      "lat": 29.6331,
      "lon": -95.1854,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3395.0,
      "ebshear": 10.0,
      "srh01": 13.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.7115
        },
        {
          "name": "alignment",
          "value": -0.1708
        },
        {
          "name": "tau",
          "value": 2.1374
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0405
      },
      "coherence_score": 2.1374130249023438,
      "coherence_diagnostics": {
        "tau": 2.1374130249023438,
        "grad_tau": 0.25893574953079224,
        "torsion": 0.0,
        "alignment": -0.1707535982131958,
        "S_field": 0.6384483575820923,
        "Gamma_field": 0.41334596276283264,
        "S_over_Gamma": 1.544585943222046,
        "Da": 24.43419075012207,
        "E_coh": 0.9442466497421265,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.2,
              29.67
            ],
            [
              -95.18,
              29.64
            ],
            [
              -95.17,
              29.66
            ],
            [
              -95.17,
              29.65
            ],
            [
              -95.15,
              29.64
            ],
            [
              -95.15,
              29.6
            ],
            [
              -95.17,
              29.6
            ],
            [
              -95.18,
              29.61
            ],
            [
              -95.2,
              29.6
            ],
            [
              -95.22,
              29.61
            ],
            [
              -95.21,
              29.62
            ],
            [
              -95.21,
              29.66
            ],
            [
              -95.2,
              29.67
            ]
          ]
        ]
      },
      "raw_probability": 0.0405,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "1c3c634d5f544682301a3acaf61a1819d53b973a57289a8a3b764674337b0b1a",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0405,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2cc2318faac39d10748ef997af0b2eb6a0d09e7d4c8cf0cd0b7758747b95552f",
        "signature": {
          "alg": "ed25519",
          "sig": "dcb098d26a65b2a278cda6e9feae442d271ad3fb49cf3a01224dfbd4cc0f51fd05d35d19918eec52cc8068f0e9285fe2b7f9c60cf195dd643094ee28dcbe4c0a"
        }
      },
      "receipt_sha256": "2cc2318faac39d10748ef997af0b2eb6a0d09e7d4c8cf0cd0b7758747b95552f"
    },
    {
      "storm_id": "481599",
      "lat": 36.9561,
      "lon": -76.9939,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1338.0,
      "ebshear": 11.0,
      "srh01": 13.0,
      "maxllaz": 0.008,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.8365
        },
        {
          "name": "alignment",
          "value": -0.8356
        },
        {
          "name": "tau",
          "value": 1.2204
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0404
      },
      "coherence_score": 1.2204440832138062,
      "coherence_diagnostics": {
        "tau": 1.2204440832138062,
        "grad_tau": 0.08946278691291809,
        "torsion": 0.0,
        "alignment": -0.835600733757019,
        "S_field": 0.33592724800109863,
        "Gamma_field": 0.36001265048980713,
        "S_over_Gamma": 0.9330984354019165,
        "Da": 22.01790428161621,
        "E_coh": 0.8814546465873718,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.04,
              37.01
            ],
            [
              -77.0,
              37.01
            ],
            [
              -76.98,
              37.0
            ],
            [
              -76.99,
              36.99
            ],
            [
              -76.97,
              36.97
            ],
            [
              -76.96,
              36.97
            ],
            [
              -76.94,
              36.95
            ],
            [
              -76.92,
              36.95
            ],
            [
              -76.93,
              36.93
            ],
            [
              -76.93,
              36.88
            ],
            [
              -76.98,
              36.88
            ],
            [
              -77.0,
              36.89
            ],
            [
              -77.01,
              36.91
            ],
            [
              -77.04,
              36.93
            ],
            [
              -77.04,
              36.95
            ],
            [
              -77.06,
              36.98
            ],
            [
              -77.06,
              37.0
            ],
            [
              -77.04,
              37.01
            ]
          ]
        ]
      },
      "raw_probability": 0.0404,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "97b2ecbc233dcef0bb3cf15e5732d1c96a3f2a03137ecfc8805357df061a5893",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0404,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3faf0c6b9b4b4067075345769501d28daebd197b692284bc72e7ebcd7229cf6a",
        "signature": {
          "alg": "ed25519",
          "sig": "f2ef224ab50adc59cf330d88921e12f3b34450aa6fb3454998b5d4e24693413c6eb9c01a2770a4d5fc82db227e85b9be0a3f86c526352509bebf39067d6fe20a"
        }
      },
      "receipt_sha256": "3faf0c6b9b4b4067075345769501d28daebd197b692284bc72e7ebcd7229cf6a"
    },
    {
      "storm_id": "480901",
      "lat": 38.29,
      "lon": -112.6918,
      "motion_east": 2.8,
      "motion_south": -4.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 879.0,
      "ebshear": 18.0,
      "srh01": 25.0,
      "maxllaz": 0.004,
      "mesh": 0.61,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 16.0865
        },
        {
          "name": "alignment",
          "value": 0.7281
        },
        {
          "name": "tau",
          "value": 0.4411
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0403
      },
      "coherence_score": 0.4410555064678192,
      "coherence_diagnostics": {
        "tau": 0.4410555064678192,
        "grad_tau": 0.22075799107551575,
        "torsion": 0.0,
        "alignment": 0.7281234264373779,
        "S_field": 0.18099264800548553,
        "Gamma_field": 1.0966792106628418,
        "S_over_Gamma": 0.16503700613975525,
        "Da": 68.38005828857422,
        "E_coh": 0.20813925564289093,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -112.65,
              38.41
            ],
            [
              -112.6,
              38.37
            ],
            [
              -112.6,
              38.33
            ],
            [
              -112.66,
              38.26
            ],
            [
              -112.66,
              38.25
            ],
            [
              -112.68,
              38.23
            ],
            [
              -112.68,
              38.21
            ],
            [
              -112.7,
              38.19
            ],
            [
              -112.76,
              38.19
            ],
            [
              -112.78,
              38.22
            ],
            [
              -112.77,
              38.23
            ],
            [
              -112.77,
              38.25
            ],
            [
              -112.73,
              38.29
            ],
            [
              -112.71,
              38.3
            ],
            [
              -112.7,
              38.39
            ],
            [
              -112.66,
              38.4
            ],
            [
              -112.65,
              38.41
            ]
          ]
        ]
      },
      "raw_probability": 0.0403,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "3f6c6421802caa37b51a89fc8e4f381070d4e96371f6f1ede16966eb4dac18fd",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0403,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b8c285fd1d6346aa92d5f8e7ceaaa651ab4f1744b38f8ceccef4edbd1bc8818b",
        "signature": {
          "alg": "ed25519",
          "sig": "6dc94809b4958964b4fdfe3cf5e4c5eab59185b78dcb0c6c8674de3f1b25f9c89e45d7305dad44b31563783dd667cb38cd56341da35330a7e30a5eb03ba9c102"
        }
      },
      "receipt_sha256": "b8c285fd1d6346aa92d5f8e7ceaaa651ab4f1744b38f8ceccef4edbd1bc8818b"
    },
    {
      "storm_id": "481610",
      "lat": 28.9121,
      "lon": -95.6721,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2724.0,
      "ebshear": 11.0,
      "srh01": 17.0,
      "maxllaz": 0.004,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.3365
        },
        {
          "name": "alignment",
          "value": 0.6987
        },
        {
          "name": "tau",
          "value": 2.3271
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0402
      },
      "coherence_score": 2.3271279335021973,
      "coherence_diagnostics": {
        "tau": 2.3271279335021973,
        "grad_tau": 0.13393568992614746,
        "torsion": 0.0,
        "alignment": 0.6986936926841736,
        "S_field": 0.8051677346229553,
        "Gamma_field": 0.354179322719574,
        "S_over_Gamma": 2.2733335494995117,
        "Da": 20.93254280090332,
        "E_coh": 0.9854724407196045,
        "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": [
          [
            [
              -95.71,
              28.96
            ],
            [
              -95.62,
              28.96
            ],
            [
              -95.63,
              28.95
            ],
            [
              -95.62,
              28.92
            ],
            [
              -95.64,
              28.93
            ],
            [
              -95.67,
              28.91
            ],
            [
              -95.67,
              28.88
            ],
            [
              -95.68,
              28.87
            ],
            [
              -95.67,
              28.86
            ],
            [
              -95.68,
              28.85
            ],
            [
              -95.7,
              28.85
            ],
            [
              -95.7,
              28.93
            ],
            [
              -95.71,
              28.94
            ],
            [
              -95.71,
              28.96
            ]
          ]
        ]
      },
      "raw_probability": 0.0402,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "c2fb7337a35d0d1306a2c06c1db6b046d37de2339c3b86c1a30bb5533064c26a",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0402,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9e3f20a6eceb5fe9e2a231370e3f3cac16fcecb9e644a12a31a8ddff73da5b52",
        "signature": {
          "alg": "ed25519",
          "sig": "e4c63a33023886149cb789fbfb3bf9c1a3d3d21a1cc1ad6deebaffd1763e6b32ab836900aea86cd653540981de86b02875093b039012d636b14d4b90dc185703"
        }
      },
      "receipt_sha256": "9e3f20a6eceb5fe9e2a231370e3f3cac16fcecb9e644a12a31a8ddff73da5b52"
    },
    {
      "storm_id": "481135",
      "lat": 35.2567,
      "lon": -82.8378,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 988.0,
      "ebshear": 8.0,
      "srh01": 22.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.0865
        },
        {
          "name": "alignment",
          "value": -0.6734
        },
        {
          "name": "tau",
          "value": 1.7467
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0396
      },
      "coherence_score": 1.74666166305542,
      "coherence_diagnostics": {
        "tau": 1.74666166305542,
        "grad_tau": 0.024521274492144585,
        "torsion": 0.0,
        "alignment": -0.6733717918395996,
        "S_field": 0.6398699283599854,
        "Gamma_field": 0.31667929887771606,
        "S_over_Gamma": 2.0205612182617188,
        "Da": 19.444082260131836,
        "E_coh": 0.9495940208435059,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.85,
              35.3
            ],
            [
              -82.78,
              35.3
            ],
            [
              -82.8,
              35.26
            ],
            [
              -82.8,
              35.23
            ],
            [
              -82.82,
              35.21
            ],
            [
              -82.87,
              35.21
            ],
            [
              -82.88,
              35.23
            ],
            [
              -82.89,
              35.27
            ],
            [
              -82.85,
              35.3
            ]
          ]
        ]
      },
      "raw_probability": 0.0396,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "a388074c13ede3339d88b27777c102a06553bc392833b11e287145ec0a611b44",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0396,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "aeb63b4f1038d0897ff5e40b874c7ded170f1125d0fb130f32b03440c77c3dd8",
        "signature": {
          "alg": "ed25519",
          "sig": "b685ed79f5f92503c2959b80ed2493e61d119d1befd6940468aff415d72de4593478e6453ccc6ecc4416128aee03d174d96acc90929077a58828bd0bf1a52f0f"
        }
      },
      "receipt_sha256": "aeb63b4f1038d0897ff5e40b874c7ded170f1125d0fb130f32b03440c77c3dd8"
    },
    {
      "storm_id": "481609",
      "lat": 29.45,
      "lon": -92.0413,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2941.0,
      "ebshear": 15.0,
      "srh01": 17.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.2115
        },
        {
          "name": "alignment",
          "value": 3.0783
        },
        {
          "name": "tau",
          "value": 2.9798
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0395
      },
      "coherence_score": 2.979807138442993,
      "coherence_diagnostics": {
        "tau": 2.979807138442993,
        "grad_tau": 0.531933605670929,
        "torsion": 0.0,
        "alignment": 3.078277111053467,
        "S_field": 0.9294628500938416,
        "Gamma_field": 0.31417930126190186,
        "S_over_Gamma": 2.958383560180664,
        "Da": 19.950733184814453,
        "E_coh": 0.9872270822525024,
        "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": [
          [
            [
              -92.02,
              29.5
            ],
            [
              -92.0,
              29.48
            ],
            [
              -92.0,
              29.43
            ],
            [
              -92.04,
              29.4
            ],
            [
              -92.07,
              29.4
            ],
            [
              -92.09,
              29.43
            ],
            [
              -92.09,
              29.46
            ],
            [
              -92.02,
              29.5
            ]
          ]
        ]
      },
      "raw_probability": 0.0395,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "8c02dd19e197e720265c145abe152a4226a1095870d8d2a9bba4f4e801b99261",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0395,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a4c936cc81a11b2d316e7c411bac500cd7da3312cc6fea37dd6749a1613235c6",
        "signature": {
          "alg": "ed25519",
          "sig": "273dfd02c6507fb0ba7fba31eb356c6fc9f024770e4f1e142b582385a567a5d2fd87ee8f2f3616df8521c015900f71f6e0e9ac77b8d860f583b77bb225d9d80f"
        }
      },
      "receipt_sha256": "a4c936cc81a11b2d316e7c411bac500cd7da3312cc6fea37dd6749a1613235c6"
    },
    {
      "storm_id": "481374",
      "lat": 36.2511,
      "lon": -81.2056,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1194.0,
      "ebshear": 10.0,
      "srh01": 25.0,
      "maxllaz": 0.002,
      "mesh": 0.36,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.8365
        },
        {
          "name": "alignment",
          "value": -0.7047
        },
        {
          "name": "tau",
          "value": 1.6449
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0389
      },
      "coherence_score": 1.64487886428833,
      "coherence_diagnostics": {
        "tau": 1.64487886428833,
        "grad_tau": 0.09665188938379288,
        "torsion": 0.0,
        "alignment": -0.7047126293182373,
        "S_field": 0.6325646638870239,
        "Gamma_field": 0.31667929887771606,
        "S_over_Gamma": 1.9974929094314575,
        "Da": 19.64368438720703,
        "E_coh": 0.9626772999763489,
        "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": [
          [
            [
              -81.22,
              36.29
            ],
            [
              -81.2,
              36.29
            ],
            [
              -81.16,
              36.26
            ],
            [
              -81.16,
              36.24
            ],
            [
              -81.19,
              36.2
            ],
            [
              -81.22,
              36.2
            ],
            [
              -81.24,
              36.22
            ],
            [
              -81.24,
              36.27
            ],
            [
              -81.22,
              36.29
            ]
          ]
        ]
      },
      "raw_probability": 0.0389,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "a163ea31ff445f5a601d46e720a4d30132b3e482d8fef4399bc1668f4f867fce",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0389,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "138981fdb0d4fc9044ac98bda4779903cf32d0d639d5a2ee3cf19b685b34348c",
        "signature": {
          "alg": "ed25519",
          "sig": "802e3cd4caf04774bd733ca77a6c96733a8b5dc756338d61fecdc8ddf4ee5247edc59941c080a3c8e8af8167b0fd8f444cdd4d83a8d6d9adae769ec48ed4b503"
        }
      },
      "receipt_sha256": "138981fdb0d4fc9044ac98bda4779903cf32d0d639d5a2ee3cf19b685b34348c"
    },
    {
      "storm_id": "481608",
      "lat": 29.62,
      "lon": -86.7033,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3074.0,
      "ebshear": 8.0,
      "srh01": 14.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.0865
        },
        {
          "name": "alignment",
          "value": 0.4043
        },
        {
          "name": "tau",
          "value": 3.2052
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0386
      },
      "coherence_score": 3.2051756381988525,
      "coherence_diagnostics": {
        "tau": 3.2051756381988525,
        "grad_tau": 0.12844218313694,
        "torsion": 0.0,
        "alignment": 0.4042520523071289,
        "S_field": 0.48246899247169495,
        "Gamma_field": 0.22667928040027618,
        "S_over_Gamma": 2.1284213066101074,
        "Da": 13.219039916992188,
        "E_coh": 0.907314121723175,
        "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": [
          [
            [
              -86.73,
              29.67
            ],
            [
              -86.7,
              29.67
            ],
            [
              -86.7,
              29.64
            ],
            [
              -86.68,
              29.62
            ],
            [
              -86.68,
              29.61
            ],
            [
              -86.64,
              29.59
            ],
            [
              -86.69,
              29.59
            ],
            [
              -86.7,
              29.58
            ],
            [
              -86.73,
              29.58
            ],
            [
              -86.74,
              29.59
            ],
            [
              -86.72,
              29.63
            ],
            [
              -86.73,
              29.67
            ]
          ]
        ]
      },
      "raw_probability": 0.0386,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "88e8a21d4affa14202c33373b3b88edce5e7892dbc078989678c089598a1a105",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0386,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ffb4a43d36d40366ab24a5f87b99f86ad8febe8b4062d0092a5c9024e78fe4bd",
        "signature": {
          "alg": "ed25519",
          "sig": "2c6cb0f750bda3d7541b8b81d45c9ee3e871d37cd69fc86fdfcf0f2b999afaf67fa1c7fc55ff1b88c245d627c4de1fe7a3f4159c945bc762f790a9054721ba0c"
        }
      },
      "receipt_sha256": "ffb4a43d36d40366ab24a5f87b99f86ad8febe8b4062d0092a5c9024e78fe4bd"
    },
    {
      "storm_id": "481116",
      "lat": 29.7294,
      "lon": -86.9606,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3396.0,
      "ebshear": 9.0,
      "srh01": 24.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.0865
        },
        {
          "name": "alignment",
          "value": 0.4043
        },
        {
          "name": "tau",
          "value": 3.2052
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0383
      },
      "coherence_score": 3.2051756381988525,
      "coherence_diagnostics": {
        "tau": 3.2051756381988525,
        "grad_tau": 0.12844218313694,
        "torsion": 0.0,
        "alignment": 0.4042520523071289,
        "S_field": 0.48246899247169495,
        "Gamma_field": 0.22667928040027618,
        "S_over_Gamma": 2.1284213066101074,
        "Da": 13.219039916992188,
        "E_coh": 0.907314121723175,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.0,
              29.83
            ],
            [
              -86.97,
              29.83
            ],
            [
              -86.96,
              29.79
            ],
            [
              -86.91,
              29.73
            ],
            [
              -86.91,
              29.7
            ],
            [
              -86.9,
              29.68
            ],
            [
              -86.88,
              29.67
            ],
            [
              -86.89,
              29.67
            ],
            [
              -86.91,
              29.65
            ],
            [
              -86.94,
              29.65
            ],
            [
              -86.96,
              29.67
            ],
            [
              -86.98,
              29.67
            ],
            [
              -86.98,
              29.68
            ],
            [
              -87.02,
              29.73
            ],
            [
              -87.03,
              29.75
            ],
            [
              -87.03,
              29.8
            ],
            [
              -87.02,
              29.8
            ],
            [
              -87.0,
              29.83
            ]
          ]
        ]
      },
      "raw_probability": 0.0383,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "dbaf288f4d6e1ce68cac0111d822c814d3f1be61293f176d09a2cf6a508a9c3f",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0383,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "879d2acd1a1a6f41e2ebb5853f1920e180690936683b3f842c122c5df71e848d",
        "signature": {
          "alg": "ed25519",
          "sig": "2919cc07338a289eb6400a6f114b43940d875ae0bc9cbdbeebf19785fc32dd8cde13912bbdf3d63a0ea4e5da7a0caf0dd4f361a1b19fea62deb05cabcfb3ae07"
        }
      },
      "receipt_sha256": "879d2acd1a1a6f41e2ebb5853f1920e180690936683b3f842c122c5df71e848d"
    },
    {
      "storm_id": "481553",
      "lat": 37.6914,
      "lon": -81.2507,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1563.0,
      "ebshear": 10.0,
      "srh01": 14.0,
      "maxllaz": 0.002,
      "mesh": 0.32,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2115
        },
        {
          "name": "alignment",
          "value": 1.7755
        },
        {
          "name": "tau",
          "value": 1.9482
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0381
      },
      "coherence_score": 1.9482405185699463,
      "coherence_diagnostics": {
        "tau": 1.9482405185699463,
        "grad_tau": 0.2276366502046585,
        "torsion": 0.0,
        "alignment": 1.7755084037780762,
        "S_field": 0.9964547157287598,
        "Gamma_field": 0.2658459544181824,
        "S_over_Gamma": 3.7482409477233887,
        "Da": 17.112531661987305,
        "E_coh": 0.9737111330032349,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.23,
              37.79
            ],
            [
              -81.22,
              37.79
            ],
            [
              -81.21,
              37.79
            ],
            [
              -81.2,
              37.79
            ],
            [
              -81.19,
              37.79
            ],
            [
              -81.18,
              37.79
            ],
            [
              -81.18,
              37.78
            ],
            [
              -81.17,
              37.77
            ],
            [
              -81.17,
              37.76
            ],
            [
              -81.17,
              37.75
            ],
            [
              -81.17,
              37.74
            ],
            [
              -81.17,
              37.73
            ],
            [
              -81.18,
              37.72
            ],
            [
              -81.18,
              37.71
            ],
            [
              -81.18,
              37.7
            ],
            [
              -81.17,
              37.69
            ],
            [
              -81.18,
              37.68
            ],
            [
              -81.19,
              37.68
            ],
            [
              -81.2,
              37.68
            ],
            [
              -81.21,
              37.68
            ],
            [
              -81.22,
              37.67
            ],
            [
              -81.23,
              37.66
            ],
            [
              -81.24,
              37.66
            ],
            [
              -81.25,
              37.66
            ],
            [
              -81.26,
              37.65
            ],
            [
              -81.27,
              37.65
            ],
            [
              -81.28,
              37.65
            ],
            [
              -81.29,
              37.65
            ],
            [
              -81.3,
              37.64
            ],
            [
              -81.31,
              37.63
            ],
            [
              -81.3,
              37.62
            ],
            [
              -81.3,
              37.61
            ],
            [
              -81.29,
              37.6
            ],
            [
              -81.3,
              37.59
            ],
            [
              -81.31,
              37.58
            ],
            [
              -81.32,
              37.59
            ],
            [
              -81.33,
              37.59
            ],
            [
              -81.33,
              37.6
            ],
            [
              -81.33,
              37.61
            ],
            [
              -81.32,
              37.62
            ],
            [
              -81.31,
              37.63
            ],
            [
              -81.31,
              37.64
            ],
            [
              -81.31,
              37.65
            ],
            [
              -81.31,
              37.66
            ],
            [
              -81.3,
              37.67
            ],
            [
              -81.29,
              37.68
            ],
            [
              -81.28,
              37.69
            ],
            [
              -81.28,
              37.7
            ],
            [
              -81.28,
              37.71
            ],
            [
              -81.28,
              37.72
            ],
            [
              -81.28,
              37.73
            ],
            [
              -81.28,
              37.74
            ],
            [
              -81.27,
              37.75
            ],
            [
              -81.26,
              37.76
            ],
            [
              -81.25,
              37.77
            ],
            [
              -81.24,
              37.78
            ],
            [
              -81.23,
              37.79
            ]
          ]
        ]
      },
      "raw_probability": 0.0381,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "2bac37013a5af90f9494fc2d725cd8c8c5e23a7502fc0f8bb5d7700d0e2cbb68",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0381,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c0d5ba2ddfd6b444cd363a981c55cca7298890ae2b497c55938cc60d88aff527",
        "signature": {
          "alg": "ed25519",
          "sig": "c10924ef5dc680a25636e56898ad950f5a0ae685b0f95ecba01d2fb9e005b0668f3d93334ba89202e7937cdf33ffeef2c23b4bede0e375fdf8d4689f2912d601"
        }
      },
      "receipt_sha256": "c0d5ba2ddfd6b444cd363a981c55cca7298890ae2b497c55938cc60d88aff527"
    },
    {
      "storm_id": "481558",
      "lat": 35.0838,
      "lon": -83.0869,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 825.0,
      "ebshear": 10.0,
      "srh01": 23.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.0865
        },
        {
          "name": "alignment",
          "value": -0.6734
        },
        {
          "name": "tau",
          "value": 1.7467
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0381
      },
      "coherence_score": 1.74666166305542,
      "coherence_diagnostics": {
        "tau": 1.74666166305542,
        "grad_tau": 0.024521274492144585,
        "torsion": 0.0,
        "alignment": -0.6733717918395996,
        "S_field": 0.6398699283599854,
        "Gamma_field": 0.31667929887771606,
        "S_over_Gamma": 2.0205612182617188,
        "Da": 19.444082260131836,
        "E_coh": 0.9495940208435059,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.08,
              35.13
            ],
            [
              -83.06,
              35.13
            ],
            [
              -83.06,
              35.12
            ],
            [
              -83.04,
              35.11
            ],
            [
              -83.04,
              35.1
            ],
            [
              -83.06,
              35.08
            ],
            [
              -83.06,
              35.03
            ],
            [
              -83.08,
              35.01
            ],
            [
              -83.1,
              35.03
            ],
            [
              -83.11,
              35.03
            ],
            [
              -83.12,
              35.06
            ],
            [
              -83.14,
              35.07
            ],
            [
              -83.14,
              35.09
            ],
            [
              -83.12,
              35.11
            ],
            [
              -83.1,
              35.11
            ],
            [
              -83.08,
              35.13
            ]
          ]
        ]
      },
      "raw_probability": 0.0381,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "2bac37013a5af90f9494fc2d725cd8c8c5e23a7502fc0f8bb5d7700d0e2cbb68",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0381,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c0d5ba2ddfd6b444cd363a981c55cca7298890ae2b497c55938cc60d88aff527",
        "signature": {
          "alg": "ed25519",
          "sig": "c10924ef5dc680a25636e56898ad950f5a0ae685b0f95ecba01d2fb9e005b0668f3d93334ba89202e7937cdf33ffeef2c23b4bede0e375fdf8d4689f2912d601"
        }
      },
      "receipt_sha256": "c0d5ba2ddfd6b444cd363a981c55cca7298890ae2b497c55938cc60d88aff527"
    },
    {
      "storm_id": "481627",
      "lat": 30.6233,
      "lon": -90.5692,
      "motion_east": 3.6,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2268.0,
      "ebshear": 18.0,
      "srh01": 22.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.3365
        },
        {
          "name": "alignment",
          "value": -0.845
        },
        {
          "name": "tau",
          "value": 2.5362
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0379
      },
      "coherence_score": 2.5361685752868652,
      "coherence_diagnostics": {
        "tau": 2.5361685752868652,
        "grad_tau": 0.5975774526596069,
        "torsion": 0.0,
        "alignment": -0.844980001449585,
        "S_field": 0.5057885050773621,
        "Gamma_field": 0.3375126123428345,
        "S_over_Gamma": 1.4985766410827637,
        "Da": 21.174346923828125,
        "E_coh": 0.8789435029029846,
        "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": [
          [
            [
              -90.57,
              30.65
            ],
            [
              -90.55,
              30.65
            ],
            [
              -90.53,
              30.63
            ],
            [
              -90.54,
              30.62
            ],
            [
              -90.54,
              30.59
            ],
            [
              -90.59,
              30.58
            ],
            [
              -90.6,
              30.59
            ],
            [
              -90.58,
              30.61
            ],
            [
              -90.58,
              30.63
            ],
            [
              -90.6,
              30.64
            ],
            [
              -90.58,
              30.64
            ],
            [
              -90.57,
              30.65
            ]
          ]
        ]
      },
      "raw_probability": 0.0379,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "def19ff88083ed1ea579e9d8f44880bfc5a7373e1d0f16f875a4e103da851287",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0379,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1b1fae2df66726d7b914305e6f0480282e68aa12d7270142623edd20111d8d89",
        "signature": {
          "alg": "ed25519",
          "sig": "e8d3e2e90e7056833af2de3296707c4590fc03785387c90f9f3862949d3c10f3b2d0d42feba945faff535044e1e8d9efb59ba81d601a396bd4b23758235dd20b"
        }
      },
      "receipt_sha256": "1b1fae2df66726d7b914305e6f0480282e68aa12d7270142623edd20111d8d89"
    },
    {
      "storm_id": "481095",
      "lat": 27.3654,
      "lon": -101.9842,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1996.0,
      "ebshear": 13.0,
      "srh01": 23.0,
      "maxllaz": 0.001,
      "mesh": 0.54,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.3365
        },
        {
          "name": "alignment",
          "value": 0.1155
        },
        {
          "name": "tau",
          "value": 0.6131
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0377
      },
      "coherence_score": 0.6130630373954773,
      "coherence_diagnostics": {
        "tau": 0.6130630373954773,
        "grad_tau": 0.20192568004131317,
        "torsion": 0.0,
        "alignment": 0.11550821363925934,
        "S_field": 0.28305375576019287,
        "Gamma_field": 0.6275126338005066,
        "S_over_Gamma": 0.4510726034641266,
        "Da": 37.46504592895508,
        "E_coh": 0.9719817042350769,
        "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": [
          [
            [
              -101.99,
              27.46
            ],
            [
              -101.96,
              27.46
            ],
            [
              -101.92,
              27.43
            ],
            [
              -101.91,
              27.43
            ],
            [
              -101.92,
              27.41
            ],
            [
              -101.92,
              27.38
            ],
            [
              -101.91,
              27.37
            ],
            [
              -101.92,
              27.36
            ],
            [
              -101.96,
              27.36
            ],
            [
              -101.98,
              27.34
            ],
            [
              -101.96,
              27.32
            ],
            [
              -101.96,
              27.29
            ],
            [
              -101.95,
              27.28
            ],
            [
              -101.97,
              27.26
            ],
            [
              -102.05,
              27.26
            ],
            [
              -102.08,
              27.3
            ],
            [
              -102.08,
              27.31
            ],
            [
              -102.05,
              27.34
            ],
            [
              -102.05,
              27.35
            ],
            [
              -102.04,
              27.35
            ],
            [
              -102.02,
              27.37
            ],
            [
              -102.02,
              27.43
            ],
            [
              -102.01,
              27.45
            ],
            [
              -101.99,
              27.46
            ]
          ]
        ]
      },
      "raw_probability": 0.0377,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "23613056c3f7757920d49dd1da83b412f4f4c3b36b23a0b25355c7077f55e964",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0377,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ac71cfe48cae8ed17544d19e98737d34a8e12b50743acb18e8560bbac16246fc",
        "signature": {
          "alg": "ed25519",
          "sig": "61819e56097301414e380c90209200e5a4be88515ef017343f68d4ecbe898b9a443949f0aa02c690182ca00960f97d863a5a09dda02440eded01b48d20f1580c"
        }
      },
      "receipt_sha256": "ac71cfe48cae8ed17544d19e98737d34a8e12b50743acb18e8560bbac16246fc"
    },
    {
      "storm_id": "481433",
      "lat": 34.0211,
      "lon": -78.3333,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2317.0,
      "ebshear": 11.0,
      "srh01": 19.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.9615
        },
        {
          "name": "alignment",
          "value": 1.968
        },
        {
          "name": "tau",
          "value": 1.6369
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0376
      },
      "coherence_score": 1.6368772983551025,
      "coherence_diagnostics": {
        "tau": 1.6368772983551025,
        "grad_tau": 0.20812499523162842,
        "torsion": 0.0,
        "alignment": 1.9679887294769287,
        "S_field": 0.21329334378242493,
        "Gamma_field": 0.4008459746837616,
        "S_over_Gamma": 0.5321080088615417,
        "Da": 24.040250778198242,
        "E_coh": 0.8042405843734741,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.35,
              34.05
            ],
            [
              -78.3,
              34.05
            ],
            [
              -78.28,
              34.02
            ],
            [
              -78.3,
              34.0
            ],
            [
              -78.34,
              34.0
            ],
            [
              -78.35,
              33.98
            ],
            [
              -78.37,
              34.0
            ],
            [
              -78.36,
              34.04
            ],
            [
              -78.35,
              34.05
            ]
          ]
        ]
      },
      "raw_probability": 0.0376,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "d5f7954f0bafff9affb37f39c45759d56e4c147c8f55d9bd21a4bc31e2feaf38",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0376,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5b8b20ddb45d745d758f27736fb6a2446ff63c83e16e3cab6b5492df8e2fad5f",
        "signature": {
          "alg": "ed25519",
          "sig": "e2e56404a9e9e7003e7704fbe263ab8a71b521e35b5934015ad025671412e535c623fdd5d441462ddb3004b2af21077801c8797475207bacda41d12fa9f14e05"
        }
      },
      "receipt_sha256": "5b8b20ddb45d745d758f27736fb6a2446ff63c83e16e3cab6b5492df8e2fad5f"
    },
    {
      "storm_id": "481602",
      "lat": 32.8567,
      "lon": -80.8525,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2868.0,
      "ebshear": 7.0,
      "srh01": 12.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.7115
        },
        {
          "name": "alignment",
          "value": 1.7783
        },
        {
          "name": "tau",
          "value": 2.1008
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0376
      },
      "coherence_score": 2.1008200645446777,
      "coherence_diagnostics": {
        "tau": 2.1008200645446777,
        "grad_tau": 0.19152909517288208,
        "torsion": 0.0,
        "alignment": 1.7783421277999878,
        "S_field": 0.28491300344467163,
        "Gamma_field": 0.3283459544181824,
        "S_over_Gamma": 0.8677219748497009,
        "Da": 19.525192260742188,
        "E_coh": 0.7993807792663574,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.85,
              32.89
            ],
            [
              -80.82,
              32.89
            ],
            [
              -80.81,
              32.87
            ],
            [
              -80.81,
              32.82
            ],
            [
              -80.85,
              32.82
            ],
            [
              -80.86,
              32.81
            ],
            [
              -80.89,
              32.83
            ],
            [
              -80.89,
              32.85
            ],
            [
              -80.87,
              32.86
            ],
            [
              -80.86,
              32.87
            ],
            [
              -80.87,
              32.88
            ],
            [
              -80.85,
              32.89
            ]
          ]
        ]
      },
      "raw_probability": 0.0376,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "d5f7954f0bafff9affb37f39c45759d56e4c147c8f55d9bd21a4bc31e2feaf38",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0376,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5b8b20ddb45d745d758f27736fb6a2446ff63c83e16e3cab6b5492df8e2fad5f",
        "signature": {
          "alg": "ed25519",
          "sig": "e2e56404a9e9e7003e7704fbe263ab8a71b521e35b5934015ad025671412e535c623fdd5d441462ddb3004b2af21077801c8797475207bacda41d12fa9f14e05"
        }
      },
      "receipt_sha256": "5b8b20ddb45d745d758f27736fb6a2446ff63c83e16e3cab6b5492df8e2fad5f"
    },
    {
      "storm_id": "480891",
      "lat": 29.6892,
      "lon": -95.3485,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3025.0,
      "ebshear": 13.0,
      "srh01": 17.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.7115
        },
        {
          "name": "alignment",
          "value": -0.1708
        },
        {
          "name": "tau",
          "value": 2.1374
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0375
      },
      "coherence_score": 2.1374130249023438,
      "coherence_diagnostics": {
        "tau": 2.1374130249023438,
        "grad_tau": 0.25893574953079224,
        "torsion": 0.0,
        "alignment": -0.1707535982131958,
        "S_field": 0.6384483575820923,
        "Gamma_field": 0.41334596276283264,
        "S_over_Gamma": 1.544585943222046,
        "Da": 24.43419075012207,
        "E_coh": 0.9442466497421265,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.37,
              29.73
            ],
            [
              -95.36,
              29.73
            ],
            [
              -95.35,
              29.71
            ],
            [
              -95.31,
              29.71
            ],
            [
              -95.29,
              29.69
            ],
            [
              -95.29,
              29.66
            ],
            [
              -95.34,
              29.62
            ],
            [
              -95.36,
              29.63
            ],
            [
              -95.37,
              29.65
            ],
            [
              -95.37,
              29.69
            ],
            [
              -95.38,
              29.7
            ],
            [
              -95.37,
              29.71
            ],
            [
              -95.37,
              29.73
            ]
          ]
        ]
      },
      "raw_probability": 0.0375,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "cf793cda5cb66e8a357b6c1fe7a39c68a51c7afa8779d1ca56f6f71b8c117c1f",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0375,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f3c66e1fa258ea38128fc5cd8a50d7c0cae41c575e0d59c320311a977d5bca56",
        "signature": {
          "alg": "ed25519",
          "sig": "4fabde1675d59f2fbd029205920a4e4f6f87973a262cc85eb68212b9bdeb40996bb0c704f478bb3eca546c37419b7dd41cb80ce4b6b0cfd23d0c05d2a622200f"
        }
      },
      "receipt_sha256": "f3c66e1fa258ea38128fc5cd8a50d7c0cae41c575e0d59c320311a977d5bca56"
    },
    {
      "storm_id": "480795",
      "lat": 37.81,
      "lon": -113.923,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1373.0,
      "ebshear": 15.0,
      "srh01": 23.0,
      "maxllaz": 0.002,
      "mesh": 0.33,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 14.8365
        },
        {
          "name": "alignment",
          "value": -0.1169
        },
        {
          "name": "tau",
          "value": 0.3382
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0371
      },
      "coherence_score": 0.3381917476654053,
      "coherence_diagnostics": {
        "tau": 0.3381917476654053,
        "grad_tau": 0.04060095548629761,
        "torsion": 0.0,
        "alignment": -0.11687129735946655,
        "S_field": 0.0596027746796608,
        "Gamma_field": 0.47584596276283264,
        "S_over_Gamma": 0.12525644898414612,
        "Da": 31.133480072021484,
        "E_coh": 0.43046244978904724,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.92,
              37.84
            ],
            [
              -113.89,
              37.84
            ],
            [
              -113.88,
              37.83
            ],
            [
              -113.88,
              37.81
            ],
            [
              -113.92,
              37.77
            ],
            [
              -113.95,
              37.77
            ],
            [
              -113.96,
              37.78
            ],
            [
              -113.96,
              37.8
            ],
            [
              -113.95,
              37.82
            ],
            [
              -113.92,
              37.84
            ]
          ]
        ]
      },
      "raw_probability": 0.0371,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "1ca9995c4675aea9d1e772190509c41b0b4accc4695de362acfe34a3f3a64c63",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0371,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "801d2ad3c4acccdd86282da55cf85c8a4e5287b39bdbc1b0e085193239045c39",
        "signature": {
          "alg": "ed25519",
          "sig": "018bb8ca8e74662a7afa563175af832327184a38f84180bf9e2339982b112ab236b9ec480d7e98e9a585d8322465a25a3277591c3e7884cfda5ac42acac6d103"
        }
      },
      "receipt_sha256": "801d2ad3c4acccdd86282da55cf85c8a4e5287b39bdbc1b0e085193239045c39"
    },
    {
      "storm_id": "481439",
      "lat": 29.7855,
      "lon": -91.87,
      "motion_east": 1.8,
      "motion_south": 0.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2595.0,
      "ebshear": 18.0,
      "srh01": 25.0,
      "maxllaz": 0.001,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.2115
        },
        {
          "name": "alignment",
          "value": 3.0783
        },
        {
          "name": "tau",
          "value": 2.9798
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0369
      },
      "coherence_score": 2.979807138442993,
      "coherence_diagnostics": {
        "tau": 2.979807138442993,
        "grad_tau": 0.531933605670929,
        "torsion": 0.0,
        "alignment": 3.078277111053467,
        "S_field": 0.9294628500938416,
        "Gamma_field": 0.31417930126190186,
        "S_over_Gamma": 2.958383560180664,
        "Da": 19.950733184814453,
        "E_coh": 0.9872270822525024,
        "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": [
          [
            [
              -91.89,
              29.83
            ],
            [
              -91.86,
              29.83
            ],
            [
              -91.84,
              29.82
            ],
            [
              -91.83,
              29.8
            ],
            [
              -91.83,
              29.76
            ],
            [
              -91.85,
              29.74
            ],
            [
              -91.87,
              29.74
            ],
            [
              -91.88,
              29.73
            ],
            [
              -91.92,
              29.75
            ],
            [
              -91.91,
              29.81
            ],
            [
              -91.89,
              29.83
            ]
          ]
        ]
      },
      "raw_probability": 0.0369,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "5ad483b39d67536fa44672ba8836add3682f11aabd56ef166446aa78478efc58",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0369,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3ae62291a988e392a0ab72e547f899640c6bc902dccdfd4bdc82e70afcf08266",
        "signature": {
          "alg": "ed25519",
          "sig": "a6a403943067943cca426a3144287eb19dcd9837cdc44a446a342e37ac4f8a61026ea3bb209c1dc88ad85d0a1b37920ec65a1cd7df92a5dda758ced585317e08"
        }
      },
      "receipt_sha256": "3ae62291a988e392a0ab72e547f899640c6bc902dccdfd4bdc82e70afcf08266"
    },
    {
      "storm_id": "481556",
      "lat": 36.66,
      "lon": -82.5325,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1157.0,
      "ebshear": 12.0,
      "srh01": 22.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.4615
        },
        {
          "name": "alignment",
          "value": 0.2535
        },
        {
          "name": "tau",
          "value": 1.5164
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0365
      },
      "coherence_score": 1.5163853168487549,
      "coherence_diagnostics": {
        "tau": 1.5163853168487549,
        "grad_tau": 0.0063478657975792885,
        "torsion": 0.0,
        "alignment": 0.25354811549186707,
        "S_field": 0.15363338589668274,
        "Gamma_field": 0.5875126123428345,
        "S_over_Gamma": 0.26149803400039673,
        "Da": 36.733802795410156,
        "E_coh": 0.7521322965621948,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.55,
              36.69
            ],
            [
              -82.5,
              36.69
            ],
            [
              -82.49,
              36.65
            ],
            [
              -82.51,
              36.62
            ],
            [
              -82.55,
              36.63
            ],
            [
              -82.56,
              36.65
            ],
            [
              -82.55,
              36.66
            ],
            [
              -82.55,
              36.69
            ]
          ]
        ]
      },
      "raw_probability": 0.0365,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "204fb0b4808796117ce5ac59ae7c3d75eda8d63fff57438222f0ae014c6c2d24",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0365,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7f231e0a3d82cfea556c2740304d0f92384ba2fad91792f78ed797a721c6b6ff",
        "signature": {
          "alg": "ed25519",
          "sig": "c6bcfa2a6efdec3d5c3071ba6c80a2e98c4ce10a863087928e0c5f182de4a86a82f880dd4350e09f1e70e355c013ad467fe8c056a74792450ee4486ea0f1d906"
        }
      },
      "receipt_sha256": "7f231e0a3d82cfea556c2740304d0f92384ba2fad91792f78ed797a721c6b6ff"
    },
    {
      "storm_id": "481557",
      "lat": 35.4836,
      "lon": -82.3318,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 988.0,
      "ebshear": 10.0,
      "srh01": 23.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.9615
        },
        {
          "name": "alignment",
          "value": -0.3362
        },
        {
          "name": "tau",
          "value": 1.6891
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0365
      },
      "coherence_score": 1.689098834991455,
      "coherence_diagnostics": {
        "tau": 1.689098834991455,
        "grad_tau": 0.10976019501686096,
        "torsion": 0.0,
        "alignment": -0.3361908197402954,
        "S_field": 0.32084524631500244,
        "Gamma_field": 0.3250126242637634,
        "S_over_Gamma": 0.9871777892112732,
        "Da": 19.92086410522461,
        "E_coh": 0.9361616969108582,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.35,
              35.52
            ],
            [
              -82.3,
              35.52
            ],
            [
              -82.29,
              35.5
            ],
            [
              -82.29,
              35.45
            ],
            [
              -82.31,
              35.44
            ],
            [
              -82.34,
              35.44
            ],
            [
              -82.35,
              35.45
            ],
            [
              -82.35,
              35.48
            ],
            [
              -82.36,
              35.49
            ],
            [
              -82.36,
              35.51
            ],
            [
              -82.35,
              35.52
            ]
          ]
        ]
      },
      "raw_probability": 0.0365,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "204fb0b4808796117ce5ac59ae7c3d75eda8d63fff57438222f0ae014c6c2d24",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0365,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7f231e0a3d82cfea556c2740304d0f92384ba2fad91792f78ed797a721c6b6ff",
        "signature": {
          "alg": "ed25519",
          "sig": "c6bcfa2a6efdec3d5c3071ba6c80a2e98c4ce10a863087928e0c5f182de4a86a82f880dd4350e09f1e70e355c013ad467fe8c056a74792450ee4486ea0f1d906"
        }
      },
      "receipt_sha256": "7f231e0a3d82cfea556c2740304d0f92384ba2fad91792f78ed797a721c6b6ff"
    },
    {
      "storm_id": "481463",
      "lat": 37.4108,
      "lon": -113.7433,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1228.0,
      "ebshear": 25.0,
      "srh01": 23.0,
      "maxllaz": 0.004,
      "mesh": 0.37,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 14.8365
        },
        {
          "name": "alignment",
          "value": -0.1169
        },
        {
          "name": "tau",
          "value": 0.3382
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0363
      },
      "coherence_score": 0.3381917476654053,
      "coherence_diagnostics": {
        "tau": 0.3381917476654053,
        "grad_tau": 0.04060095548629761,
        "torsion": 0.0,
        "alignment": -0.11687129735946655,
        "S_field": 0.0596027746796608,
        "Gamma_field": 0.47584596276283264,
        "S_over_Gamma": 0.12525644898414612,
        "Da": 31.133480072021484,
        "E_coh": 0.43046244978904724,
        "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": [
          [
            [
              -113.76,
              37.45
            ],
            [
              -113.71,
              37.45
            ],
            [
              -113.7,
              37.44
            ],
            [
              -113.7,
              37.39
            ],
            [
              -113.71,
              37.38
            ],
            [
              -113.73,
              37.37
            ],
            [
              -113.76,
              37.37
            ],
            [
              -113.77,
              37.38
            ],
            [
              -113.78,
              37.4
            ],
            [
              -113.77,
              37.41
            ],
            [
              -113.77,
              37.44
            ],
            [
              -113.76,
              37.45
            ]
          ]
        ]
      },
      "raw_probability": 0.0363,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "95b2d725fe98c83599ef896ccd16cf1cd103d66928174a827ae27b60e8aed7e9",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0363,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2d174c0d94a01e3c9a766b2af6ec569a10e88305231b6e406817e237e326786e",
        "signature": {
          "alg": "ed25519",
          "sig": "6d4dd33a3f58974a1d72475aeae2634b447b3ef4cecd20386aef3b864ff3889592af22f671b4e716d54e3237a7baa2364b0e39218b37c024c9ea5dacc37b7d09"
        }
      },
      "receipt_sha256": "2d174c0d94a01e3c9a766b2af6ec569a10e88305231b6e406817e237e326786e"
    },
    {
      "storm_id": "481133",
      "lat": 38.0763,
      "lon": -114.21,
      "motion_east": 3.7,
      "motion_south": -2.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1552.0,
      "ebshear": 15.0,
      "srh01": 20.0,
      "maxllaz": 0.003,
      "mesh": 0.81,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 11.5865
        },
        {
          "name": "alignment",
          "value": 0.9072
        },
        {
          "name": "tau",
          "value": 0.3237
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0358
      },
      "coherence_score": 0.32373517751693726,
      "coherence_diagnostics": {
        "tau": 0.32373517751693726,
        "grad_tau": 0.02460971102118492,
        "torsion": 0.0,
        "alignment": 0.9072179794311523,
        "S_field": 0.08451002836227417,
        "Gamma_field": 0.44084596633911133,
        "S_over_Gamma": 0.19169966876506805,
        "Da": 27.514724731445312,
        "E_coh": 0.4213237762451172,
        "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": [
          [
            [
              -114.23,
              38.1
            ],
            [
              -114.19,
              38.1
            ],
            [
              -114.18,
              38.09
            ],
            [
              -114.18,
              38.05
            ],
            [
              -114.19,
              38.04
            ],
            [
              -114.24,
              38.04
            ],
            [
              -114.24,
              38.09
            ],
            [
              -114.23,
              38.1
            ]
          ]
        ]
      },
      "raw_probability": 0.0358,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "15980892da779bfe5b32ad9c57a4b50271dc97cd27c49d4546b216fa1b235a3c",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0358,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "028f783f9ef7df16cd55ba7433fadb7b1a25053833dc05040e921f22fc296e87",
        "signature": {
          "alg": "ed25519",
          "sig": "dd73f12f3c1c0f58b4cd499ad7c30f16722eab820c22ec135f1ee081712775710f1b0015c3715ad06e559ec1ad649fd64059f50b12d40745d8ffe1248afa3905"
        }
      },
      "receipt_sha256": "028f783f9ef7df16cd55ba7433fadb7b1a25053833dc05040e921f22fc296e87"
    },
    {
      "storm_id": "481481",
      "lat": 33.9706,
      "lon": -78.5078,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2098.0,
      "ebshear": 11.0,
      "srh01": 18.0,
      "maxllaz": 0.007,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.9615
        },
        {
          "name": "alignment",
          "value": 1.968
        },
        {
          "name": "tau",
          "value": 1.6369
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0357
      },
      "coherence_score": 1.6368772983551025,
      "coherence_diagnostics": {
        "tau": 1.6368772983551025,
        "grad_tau": 0.20812499523162842,
        "torsion": 0.0,
        "alignment": 1.9679887294769287,
        "S_field": 0.21329334378242493,
        "Gamma_field": 0.4008459746837616,
        "S_over_Gamma": 0.5321080088615417,
        "Da": 24.040250778198242,
        "E_coh": 0.8042405843734741,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.45,
              34.02
            ],
            [
              -78.43,
              34.02
            ],
            [
              -78.42,
              34.01
            ],
            [
              -78.42,
              33.93
            ],
            [
              -78.43,
              33.93
            ],
            [
              -78.45,
              33.95
            ],
            [
              -78.46,
              33.94
            ],
            [
              -78.53,
              33.93
            ],
            [
              -78.56,
              33.91
            ],
            [
              -78.62,
              33.91
            ],
            [
              -78.6,
              33.95
            ],
            [
              -78.61,
              33.97
            ],
            [
              -78.6,
              33.97
            ],
            [
              -78.58,
              33.99
            ],
            [
              -78.54,
              34.0
            ],
            [
              -78.53,
              34.01
            ],
            [
              -78.46,
              34.01
            ],
            [
              -78.45,
              34.02
            ]
          ]
        ]
      },
      "raw_probability": 0.0357,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "fad3e88263f89a4e9f7cc2f85f651ef29bf0f22ce090e841cdca0a3e63d8932e",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0357,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fdf58b75c97654277e2a8e325f9decbe4ee7519eaa0e81298bd6bc03866046d0",
        "signature": {
          "alg": "ed25519",
          "sig": "442c6e243d2851a437d735b4ebe6b4c3289753c8c6620c73072ee592a1f7bb49b2fd8af7e678b6e378689845223d7533a8c919d0dbc845ea198da8ee8decb507"
        }
      },
      "receipt_sha256": "fdf58b75c97654277e2a8e325f9decbe4ee7519eaa0e81298bd6bc03866046d0"
    },
    {
      "storm_id": "480947",
      "lat": 37.6989,
      "lon": -114.4667,
      "motion_east": 3.1,
      "motion_south": -3.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1826.0,
      "ebshear": 21.0,
      "srh01": 25.0,
      "maxllaz": 0.004,
      "mesh": 0.69,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 14.8365
        },
        {
          "name": "alignment",
          "value": -0.1169
        },
        {
          "name": "tau",
          "value": 0.3382
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0351
      },
      "coherence_score": 0.3381917476654053,
      "coherence_diagnostics": {
        "tau": 0.3381917476654053,
        "grad_tau": 0.04060095548629761,
        "torsion": 0.0,
        "alignment": -0.11687129735946655,
        "S_field": 0.0596027746796608,
        "Gamma_field": 0.47584596276283264,
        "S_over_Gamma": 0.12525644898414612,
        "Da": 31.133480072021484,
        "E_coh": 0.43046244978904724,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -114.48,
              37.74
            ],
            [
              -114.46,
              37.74
            ],
            [
              -114.42,
              37.71
            ],
            [
              -114.42,
              37.67
            ],
            [
              -114.43,
              37.65
            ],
            [
              -114.49,
              37.65
            ],
            [
              -114.51,
              37.67
            ],
            [
              -114.51,
              37.72
            ],
            [
              -114.48,
              37.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0351,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "ec2ec17e59dfcf4fe18c7516b6b1b1619d5019fa9bf3d62d20d1dd63f2bab704",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0351,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0c3f7b63f05ae92784f61b89497ccf2446fe81cfd4e2022b043af0a48ac39054",
        "signature": {
          "alg": "ed25519",
          "sig": "f8575371f9faa27e36e8f8171c514cc7a134d464b3d12f6ebfe09f770ec8b2314903fad600d90f450c3c66326bff876d8d0d1cdb8bcb58019857e0e857856c0c"
        }
      },
      "receipt_sha256": "0c3f7b63f05ae92784f61b89497ccf2446fe81cfd4e2022b043af0a48ac39054"
    },
    {
      "storm_id": "481425",
      "lat": 37.595,
      "lon": -114.031,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1465.0,
      "ebshear": 21.0,
      "srh01": 24.0,
      "maxllaz": 0.005,
      "mesh": 0.39,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 14.8365
        },
        {
          "name": "alignment",
          "value": -0.1169
        },
        {
          "name": "tau",
          "value": 0.3382
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0351
      },
      "coherence_score": 0.3381917476654053,
      "coherence_diagnostics": {
        "tau": 0.3381917476654053,
        "grad_tau": 0.04060095548629761,
        "torsion": 0.0,
        "alignment": -0.11687129735946655,
        "S_field": 0.0596027746796608,
        "Gamma_field": 0.47584596276283264,
        "S_over_Gamma": 0.12525644898414612,
        "Da": 31.133480072021484,
        "E_coh": 0.43046244978904724,
        "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": [
          [
            [
              -114.04,
              37.63
            ],
            [
              -113.97,
              37.63
            ],
            [
              -113.96,
              37.61
            ],
            [
              -113.96,
              37.59
            ],
            [
              -114.02,
              37.53
            ],
            [
              -114.06,
              37.53
            ],
            [
              -114.11,
              37.56
            ],
            [
              -114.1,
              37.62
            ],
            [
              -114.05,
              37.62
            ],
            [
              -114.04,
              37.63
            ]
          ]
        ]
      },
      "raw_probability": 0.0351,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "ec2ec17e59dfcf4fe18c7516b6b1b1619d5019fa9bf3d62d20d1dd63f2bab704",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0351,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0c3f7b63f05ae92784f61b89497ccf2446fe81cfd4e2022b043af0a48ac39054",
        "signature": {
          "alg": "ed25519",
          "sig": "f8575371f9faa27e36e8f8171c514cc7a134d464b3d12f6ebfe09f770ec8b2314903fad600d90f450c3c66326bff876d8d0d1cdb8bcb58019857e0e857856c0c"
        }
      },
      "receipt_sha256": "0c3f7b63f05ae92784f61b89497ccf2446fe81cfd4e2022b043af0a48ac39054"
    },
    {
      "storm_id": "481562",
      "lat": 30.2867,
      "lon": -92.1189,
      "motion_east": 1.9,
      "motion_south": 0.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2401.0,
      "ebshear": 22.0,
      "srh01": 24.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.7115
        },
        {
          "name": "alignment",
          "value": 1.3294
        },
        {
          "name": "tau",
          "value": 2.1862
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0344
      },
      "coherence_score": 2.1862118244171143,
      "coherence_diagnostics": {
        "tau": 2.1862118244171143,
        "grad_tau": 0.6069468259811401,
        "torsion": 0.0,
        "alignment": 1.329408884048462,
        "S_field": 0.5531454682350159,
        "Gamma_field": 0.35084599256515503,
        "S_over_Gamma": 1.5766047239303589,
        "Da": 21.245054244995117,
        "E_coh": 0.9329560399055481,
        "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": [
          [
            [
              -92.15,
              30.33
            ],
            [
              -92.08,
              30.33
            ],
            [
              -92.05,
              30.3
            ],
            [
              -92.07,
              30.26
            ],
            [
              -92.1,
              30.24
            ],
            [
              -92.11,
              30.25
            ],
            [
              -92.2,
              30.25
            ],
            [
              -92.16,
              30.29
            ],
            [
              -92.15,
              30.33
            ]
          ]
        ]
      },
      "raw_probability": 0.0344,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "89ded3d18bd54848836a0efeb52944e5ad5de03fa3808b23d1add9409eb91be1",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0344,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6d1639fe06035cedd626fe9cb69c9916e34dd99fe31a806ce2ef38eab8a1cf96",
        "signature": {
          "alg": "ed25519",
          "sig": "5539be39364873cd2ae9e4b92eeb088efe76be5a540d7818d2969e67f9fe0f494460f3f279926dd06d69f7631e46b6c52634b58227ebdd3d2fef72fd0a5cb80c"
        }
      },
      "receipt_sha256": "6d1639fe06035cedd626fe9cb69c9916e34dd99fe31a806ce2ef38eab8a1cf96"
    },
    {
      "storm_id": "481477",
      "lat": 37.739,
      "lon": -83.273,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2615.0,
      "ebshear": 17.0,
      "srh01": 12.0,
      "maxllaz": 0.003,
      "mesh": 0.2,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.2115
        },
        {
          "name": "alignment",
          "value": 2.2285
        },
        {
          "name": "tau",
          "value": 1.6392
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0338
      },
      "coherence_score": 1.6392154693603516,
      "coherence_diagnostics": {
        "tau": 1.6392154693603516,
        "grad_tau": 0.16856932640075684,
        "torsion": 0.0,
        "alignment": 2.2284703254699707,
        "S_field": 0.551035463809967,
        "Gamma_field": 0.28834596276283264,
        "S_over_Gamma": 1.9110219478607178,
        "Da": 18.74850082397461,
        "E_coh": 0.9449456930160522,
        "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,
              37.78
            ],
            [
              -83.27,
              37.77
            ],
            [
              -83.23,
              37.77
            ],
            [
              -83.23,
              37.71
            ],
            [
              -83.25,
              37.69
            ],
            [
              -83.26,
              37.7
            ],
            [
              -83.29,
              37.7
            ],
            [
              -83.31,
              37.73
            ],
            [
              -83.31,
              37.76
            ],
            [
              -83.29,
              37.78
            ]
          ]
        ]
      },
      "raw_probability": 0.0338,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "789f4283c63b53b3b8cca326343ec9c4522eddc3349f51b08af4e7ffd2c9ca83",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0338,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "84fbf495a6dc8c77db574c9660d1463324240de1f56768e71e93eee3c3c5e5d0",
        "signature": {
          "alg": "ed25519",
          "sig": "2c0532d4d50ec6123b7c8f105ee9d6c81643f716f43af8f875f7bfdc0537202c581130d6a52a7d8d7c0bd74e72660c7d1215280c0836f405370020d566f6c80a"
        }
      },
      "receipt_sha256": "84fbf495a6dc8c77db574c9660d1463324240de1f56768e71e93eee3c3c5e5d0"
    },
    {
      "storm_id": "481583",
      "lat": 37.8058,
      "lon": -82.7775,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2257.0,
      "ebshear": 18.0,
      "srh01": 14.0,
      "maxllaz": 0.003,
      "mesh": 0.2,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.2115
        },
        {
          "name": "alignment",
          "value": 2.2285
        },
        {
          "name": "tau",
          "value": 1.6392
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0338
      },
      "coherence_score": 1.6392154693603516,
      "coherence_diagnostics": {
        "tau": 1.6392154693603516,
        "grad_tau": 0.16856932640075684,
        "torsion": 0.0,
        "alignment": 2.2284703254699707,
        "S_field": 0.551035463809967,
        "Gamma_field": 0.28834596276283264,
        "S_over_Gamma": 1.9110219478607178,
        "Da": 18.74850082397461,
        "E_coh": 0.9449456930160522,
        "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": [
          [
            [
              -82.81,
              37.84
            ],
            [
              -82.73,
              37.84
            ],
            [
              -82.72,
              37.83
            ],
            [
              -82.73,
              37.82
            ],
            [
              -82.73,
              37.79
            ],
            [
              -82.75,
              37.76
            ],
            [
              -82.79,
              37.76
            ],
            [
              -82.8,
              37.77
            ],
            [
              -82.8,
              37.78
            ],
            [
              -82.83,
              37.81
            ],
            [
              -82.83,
              37.83
            ],
            [
              -82.81,
              37.84
            ]
          ]
        ]
      },
      "raw_probability": 0.0338,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "789f4283c63b53b3b8cca326343ec9c4522eddc3349f51b08af4e7ffd2c9ca83",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0338,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "84fbf495a6dc8c77db574c9660d1463324240de1f56768e71e93eee3c3c5e5d0",
        "signature": {
          "alg": "ed25519",
          "sig": "2c0532d4d50ec6123b7c8f105ee9d6c81643f716f43af8f875f7bfdc0537202c581130d6a52a7d8d7c0bd74e72660c7d1215280c0836f405370020d566f6c80a"
        }
      },
      "receipt_sha256": "84fbf495a6dc8c77db574c9660d1463324240de1f56768e71e93eee3c3c5e5d0"
    },
    {
      "storm_id": "481582",
      "lat": 38.38,
      "lon": -113.957,
      "motion_east": 3.9,
      "motion_south": -2.0,
      "valid_time": "20260831_183037 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1304.0,
      "ebshear": 13.0,
      "srh01": 22.0,
      "maxllaz": 0.003,
      "mesh": 0.21,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 11.5865
        },
        {
          "name": "alignment",
          "value": 0.9072
        },
        {
          "name": "tau",
          "value": 0.3237
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0332
      },
      "coherence_score": 0.32373517751693726,
      "coherence_diagnostics": {
        "tau": 0.32373517751693726,
        "grad_tau": 0.02460971102118492,
        "torsion": 0.0,
        "alignment": 0.9072179794311523,
        "S_field": 0.08451002836227417,
        "Gamma_field": 0.44084596633911133,
        "S_over_Gamma": 0.19169966876506805,
        "Da": 27.514724731445312,
        "E_coh": 0.4213237762451172,
        "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": [
          [
            [
              -113.96,
              38.42
            ],
            [
              -113.93,
              38.42
            ],
            [
              -113.91,
              38.4
            ],
            [
              -113.91,
              38.37
            ],
            [
              -113.94,
              38.33
            ],
            [
              -113.98,
              38.33
            ],
            [
              -114.0,
              38.35
            ],
            [
              -113.99,
              38.36
            ],
            [
              -113.99,
              38.4
            ],
            [
              -113.96,
              38.42
            ]
          ]
        ]
      },
      "raw_probability": 0.0332,
      "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": "5bfa8fcea6a484fb3ac739f36944df3fb990743f164d684491a5c07a95fb53d2",
        "input_sha256": "c372a56c54bf4aec1dc982925dcf26547135f29f0957afc5dc3dc3e88a128445",
        "issued_at": "2026-08-31T18:41:30Z",
        "raw_probability": 0.0332,
        "probability": 0.000743,
        "confidence_lo": 0.00073,
        "confidence_hi": 0.000743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ffa79a49cec091671b09252ea3073d35e6bae3da4d8f41a0d737d676a4f1bce1",
        "signature": {
          "alg": "ed25519",
          "sig": "8788408c7694944aed28d2ef112e90bba57849895fbe8e784283d29ebc5845f82ef6bb3f6312658e32b2d5e791fbedf61081eb81875c4a2095c4fb3090492503"
        }
      },
      "receipt_sha256": "ffa79a49cec091671b09252ea3073d35e6bae3da4d8f41a0d737d676a4f1bce1"
    }
  ]
}
