{
  "forecast_id": "to_fcst_20260810_2233",
  "hazard": "tornado",
  "issued_at": "2026-08-10T22:33:00Z",
  "model_version": "tornado_storm_v1_0",
  "forecast_horizon_hours": 24,
  "scoring_tier": "tier1_ml",
  "scoring_tier_label": "ML (pre-trained gradient-boosted trees)",
  "coherence_source": "hrrr",
  "n_active_storms": 309,
  "top_probability": 0.0259,
  "source_artifacts": [
    "/data/live-tornadoes.json",
    "/data/tornado-storms.geojson"
  ],
  "storms": [
    {
      "storm_id": "383936",
      "lat": 40.0513,
      "lon": -81.4133,
      "motion_east": 6.7,
      "motion_south": 4.6,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0259,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1897.0,
      "ebshear": 39.0,
      "srh01": 160.0,
      "maxllaz": 0.002,
      "mesh": 0.36,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 160.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.3937
        },
        {
          "name": "alignment",
          "value": -8.5637
        },
        {
          "name": "tau",
          "value": 6.1245
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.8138
      },
      "coherence_score": 6.12447452545166,
      "coherence_diagnostics": {
        "tau": 6.12447452545166,
        "grad_tau": 0.9395607113838196,
        "torsion": 0.0,
        "alignment": -8.563698768615723,
        "S_field": 2.101369857788086,
        "Gamma_field": 0.1962190717458725,
        "S_over_Gamma": 10.709304809570312,
        "Da": 11.857922554016113,
        "E_coh": 0.8933117389678955,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.48,
              40.11
            ],
            [
              -81.39,
              40.11
            ],
            [
              -81.35,
              40.09
            ],
            [
              -81.33,
              40.07
            ],
            [
              -81.32,
              40.05
            ],
            [
              -81.32,
              40.01
            ],
            [
              -81.35,
              39.95
            ],
            [
              -81.42,
              39.95
            ],
            [
              -81.43,
              39.98
            ],
            [
              -81.46,
              40.01
            ],
            [
              -81.46,
              40.07
            ],
            [
              -81.48,
              40.08
            ],
            [
              -81.47,
              40.08
            ],
            [
              -81.46,
              40.1
            ],
            [
              -81.48,
              40.11
            ]
          ]
        ]
      },
      "raw_probability": 0.8138,
      "confidence_lo": 0.0247,
      "confidence_hi": 0.0259,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "6229cf607256fb7f0202b2bb31487908b1cfbdd8b6b46cda2a1e7e3bd7774a97",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.8138,
        "probability": 0.02589,
        "confidence_lo": 0.024747,
        "confidence_hi": 0.025921,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ef2db681b31a54c2f1a37782d4e526c9bced2c450c5fb26f4663325cde84c0fb",
        "signature": {
          "alg": "ed25519",
          "sig": "0ed244255484d6256abe98aaef8c7ebdfa964133c7898744586da3ace83271c013f4e8a1295fc73010a73b325a2f39926e54e0f5fb669d7f9b24380698750f03"
        }
      },
      "receipt_sha256": "ef2db681b31a54c2f1a37782d4e526c9bced2c450c5fb26f4663325cde84c0fb"
    },
    {
      "storm_id": "382442",
      "lat": 39.9489,
      "lon": -80.3056,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0259,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1772.0,
      "ebshear": 47.0,
      "srh01": 150.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 150.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.0187
        },
        {
          "name": "alignment",
          "value": -12.187
        },
        {
          "name": "tau",
          "value": 4.8767
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7841
      },
      "coherence_score": 4.876715183258057,
      "coherence_diagnostics": {
        "tau": 4.876715183258057,
        "grad_tau": 1.361322045326233,
        "torsion": 0.0,
        "alignment": -12.187042236328125,
        "S_field": 1.6943063735961914,
        "Gamma_field": 0.37121909856796265,
        "S_over_Gamma": 4.5641679763793945,
        "Da": 22.68688201904297,
        "E_coh": 0.7173594236373901,
        "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": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.32,
              39.98
            ],
            [
              -80.29,
              39.98
            ],
            [
              -80.27,
              39.97
            ],
            [
              -80.27,
              39.92
            ],
            [
              -80.28,
              39.91
            ],
            [
              -80.32,
              39.91
            ],
            [
              -80.34,
              39.93
            ],
            [
              -80.34,
              39.96
            ],
            [
              -80.32,
              39.98
            ]
          ]
        ]
      },
      "raw_probability": 0.7841,
      "confidence_lo": 0.0247,
      "confidence_hi": 0.0259,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "e340a7076c44424e095f1de2e5d9a523c078935c1941fd0e0c6964a05afc2322",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.7841,
        "probability": 0.02589,
        "confidence_lo": 0.024747,
        "confidence_hi": 0.025921,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "daae0f0e72592108fefe4465790e2796a2d5b65c738681dcb092b271b51475d0",
        "signature": {
          "alg": "ed25519",
          "sig": "891aad3161dde63047a2fdc849ee362b2ae5ef85ef75a8491a99591dfe7f753701df7377208bcea023be7a118a4b1257a2d81e48c2d7cf886d39e9b15f42080a"
        }
      },
      "receipt_sha256": "daae0f0e72592108fefe4465790e2796a2d5b65c738681dcb092b271b51475d0"
    },
    {
      "storm_id": "384055",
      "lat": 45.4464,
      "lon": -76.5609,
      "motion_east": 6.1,
      "motion_south": 5.1,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0202,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2130.0,
      "ebshear": 36.0,
      "srh01": 80.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 80.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.0187
        },
        {
          "name": "alignment",
          "value": -5.1712
        },
        {
          "name": "tau",
          "value": 2.5872
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7101
      },
      "coherence_score": 2.587219715118408,
      "coherence_diagnostics": {
        "tau": 2.587219715118408,
        "grad_tau": 0.24684198200702667,
        "torsion": 0.0,
        "alignment": -5.1712327003479,
        "S_field": 0.9156173467636108,
        "Gamma_field": 0.17371907830238342,
        "S_over_Gamma": 5.2706780433654785,
        "Da": 10.041217803955078,
        "E_coh": 0.7942851185798645,
        "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": [
          [
            [
              -76.57,
              45.48
            ],
            [
              -76.53,
              45.47
            ],
            [
              -76.52,
              45.46
            ],
            [
              -76.52,
              45.41
            ],
            [
              -76.54,
              45.41
            ],
            [
              -76.55,
              45.4
            ],
            [
              -76.59,
              45.41
            ],
            [
              -76.59,
              45.45
            ],
            [
              -76.61,
              45.47
            ],
            [
              -76.58,
              45.47
            ],
            [
              -76.57,
              45.48
            ]
          ]
        ]
      },
      "raw_probability": 0.7101,
      "confidence_lo": 0.018,
      "confidence_hi": 0.0202,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "dd5af95f0359c871cb7531047bd95487359e4cf092276c0999d97ab0c7dc0bdb",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.7101,
        "probability": 0.020198,
        "confidence_lo": 0.018002,
        "confidence_hi": 0.020243,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "00932cd709b80744e155eca7ee95fbb8a204b8f13ef94d8ef2a90c2a31423e22",
        "signature": {
          "alg": "ed25519",
          "sig": "1fe95750cf4e79817bbe2d9b3922d1c60cdc6b3e22c5fbbeaf53473801e68854f535a8dfea0fbd1f22a5fae629f7438603b68eecb0381dbea7729101a36d700c"
        }
      },
      "receipt_sha256": "00932cd709b80744e155eca7ee95fbb8a204b8f13ef94d8ef2a90c2a31423e22"
    },
    {
      "storm_id": "383932",
      "lat": 45.1935,
      "lon": -74.5347,
      "motion_east": 8.7,
      "motion_south": 1.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0184,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1501.0,
      "ebshear": 40.0,
      "srh01": 82.0,
      "maxllaz": 0.004,
      "mesh": 0.1,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 82.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.2687
        },
        {
          "name": "alignment",
          "value": -5.8591
        },
        {
          "name": "tau",
          "value": 2.1561
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6673
      },
      "coherence_score": 2.156130790710449,
      "coherence_diagnostics": {
        "tau": 2.156130790710449,
        "grad_tau": 0.3209076225757599,
        "torsion": 0.0,
        "alignment": -5.859102725982666,
        "S_field": 0.7329859733581543,
        "Gamma_field": 0.19288574159145355,
        "S_over_Gamma": 3.8001043796539307,
        "Da": 12.029045104980469,
        "E_coh": 0.6884147524833679,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.6,
              45.24
            ],
            [
              -74.46,
              45.23
            ],
            [
              -74.45,
              45.22
            ],
            [
              -74.45,
              45.2
            ],
            [
              -74.43,
              45.18
            ],
            [
              -74.41,
              45.18
            ],
            [
              -74.4,
              45.17
            ],
            [
              -74.41,
              45.16
            ],
            [
              -74.56,
              45.16
            ],
            [
              -74.57,
              45.15
            ],
            [
              -74.58,
              45.16
            ],
            [
              -74.63,
              45.16
            ],
            [
              -74.65,
              45.17
            ],
            [
              -74.65,
              45.21
            ],
            [
              -74.63,
              45.23
            ],
            [
              -74.61,
              45.23
            ],
            [
              -74.6,
              45.24
            ]
          ]
        ]
      },
      "raw_probability": 0.6673,
      "confidence_lo": 0.018,
      "confidence_hi": 0.0185,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "e2f5329d2b86d290d63e61572c54428c3122bd5c7af597f252f20dd3b7c5c94d",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.6673,
        "probability": 0.018444,
        "confidence_lo": 0.018002,
        "confidence_hi": 0.018452,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "22572893ea8996cac37b5177e3957f6d2f5705591d15be2b447404691db8c44d",
        "signature": {
          "alg": "ed25519",
          "sig": "f48211bfd368378fdc7a5fcfd457eb979be5e5976631ce375a85621a8b3f4a81919c70435890ca9d60e38f357145cfd30c85149f3c5edd04206eefc859783700"
        }
      },
      "receipt_sha256": "22572893ea8996cac37b5177e3957f6d2f5705591d15be2b447404691db8c44d"
    },
    {
      "storm_id": "381710",
      "lat": 45.1845,
      "lon": -75.0173,
      "motion_east": 6.4,
      "motion_south": -1.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0184,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1427.0,
      "ebshear": 41.0,
      "srh01": 98.0,
      "maxllaz": 0.007,
      "mesh": 0.76,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 98.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.2687
        },
        {
          "name": "alignment",
          "value": -5.8591
        },
        {
          "name": "tau",
          "value": 2.1561
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.664
      },
      "coherence_score": 2.156130790710449,
      "coherence_diagnostics": {
        "tau": 2.156130790710449,
        "grad_tau": 0.3209076225757599,
        "torsion": 0.0,
        "alignment": -5.859102725982666,
        "S_field": 0.7329859733581543,
        "Gamma_field": 0.19288574159145355,
        "S_over_Gamma": 3.8001043796539307,
        "Da": 12.029045104980469,
        "E_coh": 0.6884147524833679,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.04,
              45.22
            ],
            [
              -74.99,
              45.22
            ],
            [
              -74.97,
              45.21
            ],
            [
              -74.96,
              45.2
            ],
            [
              -74.96,
              45.15
            ],
            [
              -75.0,
              45.13
            ],
            [
              -75.04,
              45.13
            ],
            [
              -75.07,
              45.16
            ],
            [
              -75.06,
              45.18
            ],
            [
              -75.06,
              45.21
            ],
            [
              -75.04,
              45.22
            ]
          ]
        ]
      },
      "raw_probability": 0.664,
      "confidence_lo": 0.018,
      "confidence_hi": 0.0185,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "5c011bed3e17924d563b554675164ff548e682dfcacc1695889d932503cbd726",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.664,
        "probability": 0.018444,
        "confidence_lo": 0.018002,
        "confidence_hi": 0.018452,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "901a0f73a72dec5e0a5fa9a1c693d9d21fd4ab24fba6b54f20602c5d58a5a9d8",
        "signature": {
          "alg": "ed25519",
          "sig": "846c2db01a65cd817acdc64841a49f9b55eaf849c9134e6edabc1f733d567f21f5d7863fcd6216875356be5daa60d3f1861348ac11ef79d3d7fb6108c2597901"
        }
      },
      "receipt_sha256": "901a0f73a72dec5e0a5fa9a1c693d9d21fd4ab24fba6b54f20602c5d58a5a9d8"
    },
    {
      "storm_id": "381711",
      "lat": 45.3917,
      "lon": -74.7525,
      "motion_east": 6.2,
      "motion_south": -1.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0184,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1628.0,
      "ebshear": 39.0,
      "srh01": 90.0,
      "maxllaz": 0.002,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 90.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.2687
        },
        {
          "name": "alignment",
          "value": -5.8591
        },
        {
          "name": "tau",
          "value": 2.1561
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.664
      },
      "coherence_score": 2.156130790710449,
      "coherence_diagnostics": {
        "tau": 2.156130790710449,
        "grad_tau": 0.3209076225757599,
        "torsion": 0.0,
        "alignment": -5.859102725982666,
        "S_field": 0.7329859733581543,
        "Gamma_field": 0.19288574159145355,
        "S_over_Gamma": 3.8001043796539307,
        "Da": 12.029045104980469,
        "E_coh": 0.6884147524833679,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.77,
              45.44
            ],
            [
              -74.73,
              45.43
            ],
            [
              -74.72,
              45.42
            ],
            [
              -74.72,
              45.38
            ],
            [
              -74.69,
              45.36
            ],
            [
              -74.71,
              45.35
            ],
            [
              -74.72,
              45.36
            ],
            [
              -74.78,
              45.36
            ],
            [
              -74.8,
              45.37
            ],
            [
              -74.81,
              45.38
            ],
            [
              -74.81,
              45.41
            ],
            [
              -74.77,
              45.44
            ]
          ]
        ]
      },
      "raw_probability": 0.664,
      "confidence_lo": 0.018,
      "confidence_hi": 0.0185,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "5c011bed3e17924d563b554675164ff548e682dfcacc1695889d932503cbd726",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.664,
        "probability": 0.018444,
        "confidence_lo": 0.018002,
        "confidence_hi": 0.018452,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "901a0f73a72dec5e0a5fa9a1c693d9d21fd4ab24fba6b54f20602c5d58a5a9d8",
        "signature": {
          "alg": "ed25519",
          "sig": "846c2db01a65cd817acdc64841a49f9b55eaf849c9134e6edabc1f733d567f21f5d7863fcd6216875356be5daa60d3f1861348ac11ef79d3d7fb6108c2597901"
        }
      },
      "receipt_sha256": "901a0f73a72dec5e0a5fa9a1c693d9d21fd4ab24fba6b54f20602c5d58a5a9d8"
    },
    {
      "storm_id": "384083",
      "lat": 45.2257,
      "lon": -74.7571,
      "motion_east": 6.4,
      "motion_south": -1.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0184,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1664.0,
      "ebshear": 42.0,
      "srh01": 89.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 89.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.2687
        },
        {
          "name": "alignment",
          "value": -5.8591
        },
        {
          "name": "tau",
          "value": 2.1561
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.664
      },
      "coherence_score": 2.156130790710449,
      "coherence_diagnostics": {
        "tau": 2.156130790710449,
        "grad_tau": 0.3209076225757599,
        "torsion": 0.0,
        "alignment": -5.859102725982666,
        "S_field": 0.7329859733581543,
        "Gamma_field": 0.19288574159145355,
        "S_over_Gamma": 3.8001043796539307,
        "Da": 12.029045104980469,
        "E_coh": 0.6884147524833679,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.78,
              45.25
            ],
            [
              -74.76,
              45.24
            ],
            [
              -74.7,
              45.24
            ],
            [
              -74.7,
              45.18
            ],
            [
              -74.79,
              45.18
            ],
            [
              -74.79,
              45.24
            ],
            [
              -74.78,
              45.25
            ]
          ]
        ]
      },
      "raw_probability": 0.664,
      "confidence_lo": 0.018,
      "confidence_hi": 0.0185,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "5c011bed3e17924d563b554675164ff548e682dfcacc1695889d932503cbd726",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.664,
        "probability": 0.018444,
        "confidence_lo": 0.018002,
        "confidence_hi": 0.018452,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "901a0f73a72dec5e0a5fa9a1c693d9d21fd4ab24fba6b54f20602c5d58a5a9d8",
        "signature": {
          "alg": "ed25519",
          "sig": "846c2db01a65cd817acdc64841a49f9b55eaf849c9134e6edabc1f733d567f21f5d7863fcd6216875356be5daa60d3f1861348ac11ef79d3d7fb6108c2597901"
        }
      },
      "receipt_sha256": "901a0f73a72dec5e0a5fa9a1c693d9d21fd4ab24fba6b54f20602c5d58a5a9d8"
    },
    {
      "storm_id": "384081",
      "lat": 45.4518,
      "lon": -75.1164,
      "motion_east": 5.7,
      "motion_south": 0.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0184,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1566.0,
      "ebshear": 37.0,
      "srh01": 100.0,
      "maxllaz": 0.004,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 100.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.2687
        },
        {
          "name": "alignment",
          "value": -5.8591
        },
        {
          "name": "tau",
          "value": 2.1561
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6502
      },
      "coherence_score": 2.156130790710449,
      "coherence_diagnostics": {
        "tau": 2.156130790710449,
        "grad_tau": 0.3209076225757599,
        "torsion": 0.0,
        "alignment": -5.859102725982666,
        "S_field": 0.7329859733581543,
        "Gamma_field": 0.19288574159145355,
        "S_over_Gamma": 3.8001043796539307,
        "Da": 12.029045104980469,
        "E_coh": 0.6884147524833679,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.13,
              45.49
            ],
            [
              -75.1,
              45.49
            ],
            [
              -75.08,
              45.48
            ],
            [
              -75.08,
              45.42
            ],
            [
              -75.09,
              45.41
            ],
            [
              -75.11,
              45.41
            ],
            [
              -75.12,
              45.42
            ],
            [
              -75.16,
              45.43
            ],
            [
              -75.14,
              45.45
            ],
            [
              -75.14,
              45.48
            ],
            [
              -75.13,
              45.49
            ]
          ]
        ]
      },
      "raw_probability": 0.6502,
      "confidence_lo": 0.018,
      "confidence_hi": 0.0185,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "004908070d0f5af07154ef89b5ccb76151cbc0b0138bcd6fe3db049ae52e91a8",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.6502,
        "probability": 0.018444,
        "confidence_lo": 0.018002,
        "confidence_hi": 0.018452,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "41cde003e6dbd2fec80298937ffbaeb70e60c0c05b86cc660522109c45c62c6f",
        "signature": {
          "alg": "ed25519",
          "sig": "0dd768d6353e1f7bd39d429089a551d99436a98c6f70a3a5e3be056d254376ae361e3fefbf88a686262ceceecf7d0df8b9d02941aad23edef5a9ec5c31a86d0a"
        }
      },
      "receipt_sha256": "41cde003e6dbd2fec80298937ffbaeb70e60c0c05b86cc660522109c45c62c6f"
    },
    {
      "storm_id": "382788",
      "lat": 39.185,
      "lon": -80.914,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0119,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1428.0,
      "ebshear": 45.0,
      "srh01": 168.0,
      "maxllaz": 0.002,
      "mesh": 0.38,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 168.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.0187
        },
        {
          "name": "alignment",
          "value": -3.8397
        },
        {
          "name": "tau",
          "value": 5.9924
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6312
      },
      "coherence_score": 5.992397308349609,
      "coherence_diagnostics": {
        "tau": 5.992397308349609,
        "grad_tau": 0.8560117483139038,
        "torsion": 0.0,
        "alignment": -3.83966064453125,
        "S_field": 2.1839346885681152,
        "Gamma_field": 0.2612190842628479,
        "S_over_Gamma": 8.36054801940918,
        "Da": 16.138879776000977,
        "E_coh": 0.9380601048469543,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.96,
              39.23
            ],
            [
              -80.9,
              39.23
            ],
            [
              -80.86,
              39.19
            ],
            [
              -80.86,
              39.15
            ],
            [
              -80.88,
              39.13
            ],
            [
              -80.89,
              39.13
            ],
            [
              -80.93,
              39.17
            ],
            [
              -80.95,
              39.18
            ],
            [
              -80.95,
              39.21
            ],
            [
              -80.96,
              39.23
            ]
          ]
        ]
      },
      "raw_probability": 0.6312,
      "confidence_lo": 0.0114,
      "confidence_hi": 0.0119,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "a3304b4e607caade1d1a1367a52ff80e757e8153436ce4d533b1d30f06e9a284",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.6312,
        "probability": 0.011905,
        "confidence_lo": 0.011393,
        "confidence_hi": 0.011911,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fb7d863b1a5dd018b65c64ff15ef464bd0a4e9ae0069035cacc8c5e06b90d653",
        "signature": {
          "alg": "ed25519",
          "sig": "512915a2823c38d17f8c43d21a0e0cc530a3b8ebd63cb59dc4724422ee4c7b0e26a991bf652521c3aead5b795b5dff0af970a7846eac8e059a1358498e4e960a"
        }
      },
      "receipt_sha256": "fb7d863b1a5dd018b65c64ff15ef464bd0a4e9ae0069035cacc8c5e06b90d653"
    },
    {
      "storm_id": "384084",
      "lat": 45.0017,
      "lon": -74.54,
      "motion_east": 8.7,
      "motion_south": 1.3,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0119,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1713.0,
      "ebshear": 39.0,
      "srh01": 83.0,
      "maxllaz": 0.008,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 83.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.7687
        },
        {
          "name": "alignment",
          "value": -1.4335
        },
        {
          "name": "tau",
          "value": 2.2614
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6228
      },
      "coherence_score": 2.2614076137542725,
      "coherence_diagnostics": {
        "tau": 2.2614076137542725,
        "grad_tau": 0.33842629194259644,
        "torsion": 0.0,
        "alignment": -1.4334862232208252,
        "S_field": 1.0412662029266357,
        "Gamma_field": 0.20871907472610474,
        "S_over_Gamma": 4.988840579986572,
        "Da": 12.796086311340332,
        "E_coh": 0.8570290207862854,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.63,
              45.05
            ],
            [
              -74.56,
              45.05
            ],
            [
              -74.5,
              45.02
            ],
            [
              -74.46,
              45.02
            ],
            [
              -74.45,
              45.01
            ],
            [
              -74.45,
              44.97
            ],
            [
              -74.46,
              44.95
            ],
            [
              -74.52,
              44.95
            ],
            [
              -74.57,
              44.98
            ],
            [
              -74.62,
              44.98
            ],
            [
              -74.63,
              44.99
            ],
            [
              -74.63,
              45.05
            ]
          ]
        ]
      },
      "raw_probability": 0.6228,
      "confidence_lo": 0.0114,
      "confidence_hi": 0.0119,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "8d96ece5f5758c0748a4ea226354d8b238b93350d9db1e31cdb9c15ad0390e7a",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.6228,
        "probability": 0.011905,
        "confidence_lo": 0.011393,
        "confidence_hi": 0.011911,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d4ad0f82fae0295cd65717d5797fc10624edf2d1e529706043ce697caa9d2ad0",
        "signature": {
          "alg": "ed25519",
          "sig": "657d7adf4f591e73044ebc9deb31ae7cc08e082859eb38a2214d37f6f66bbc8500c440cd1b1dc24270474f897729d350de09b3a6fdab406bd38f957815b6ea0b"
        }
      },
      "receipt_sha256": "d4ad0f82fae0295cd65717d5797fc10624edf2d1e529706043ce697caa9d2ad0"
    },
    {
      "storm_id": "383091",
      "lat": 41.4641,
      "lon": -73.625,
      "motion_east": 11.8,
      "motion_south": 2.5,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0116,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1445.0,
      "ebshear": 32.0,
      "srh01": 57.0,
      "maxllaz": 0.006,
      "mesh": 0.28,
      "flash_rate": 17.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 57.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.7687
        },
        {
          "name": "alignment",
          "value": -6.3495
        },
        {
          "name": "tau",
          "value": 1.9489
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5924
      },
      "coherence_score": 1.9488861560821533,
      "coherence_diagnostics": {
        "tau": 1.9488861560821533,
        "grad_tau": 0.23384565114974976,
        "torsion": 0.0,
        "alignment": -6.349545478820801,
        "S_field": 0.7280239462852478,
        "Gamma_field": 0.36621907353401184,
        "S_over_Gamma": 1.9879465103149414,
        "Da": 21.788475036621094,
        "E_coh": 0.704852819442749,
        "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": [
          [
            [
              -73.6,
              41.57
            ],
            [
              -73.58,
              41.57
            ],
            [
              -73.56,
              41.55
            ],
            [
              -73.56,
              41.51
            ],
            [
              -73.57,
              41.5
            ],
            [
              -73.61,
              41.5
            ],
            [
              -73.63,
              41.48
            ],
            [
              -73.59,
              41.44
            ],
            [
              -73.58,
              41.42
            ],
            [
              -73.58,
              41.39
            ],
            [
              -73.61,
              41.35
            ],
            [
              -73.63,
              41.34
            ],
            [
              -73.68,
              41.34
            ],
            [
              -73.71,
              41.37
            ],
            [
              -73.72,
              41.39
            ],
            [
              -73.72,
              41.42
            ],
            [
              -73.68,
              41.47
            ],
            [
              -73.66,
              41.47
            ],
            [
              -73.62,
              41.5
            ],
            [
              -73.63,
              41.51
            ],
            [
              -73.63,
              41.55
            ],
            [
              -73.6,
              41.57
            ]
          ]
        ]
      },
      "raw_probability": 0.5924,
      "confidence_lo": 0.0108,
      "confidence_hi": 0.0116,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "4acc7faf8f05ec02c762d4098675a2543395887e326f232b7943f10c1b21c661",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.5924,
        "probability": 0.011583,
        "confidence_lo": 0.010823,
        "confidence_hi": 0.011592,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b1bd3434b964ea6a7616038deb752856f8a97e75628ed170aaba78bab82d350d",
        "signature": {
          "alg": "ed25519",
          "sig": "165c23f14bbbb24eb62d2510d747bde28a485bf094e1c7243f6ed5819a203a53d69aee3761e53d45340d03f09618be1febf018baca984a3e0a32bcc46ccab400"
        }
      },
      "receipt_sha256": "b1bd3434b964ea6a7616038deb752856f8a97e75628ed170aaba78bab82d350d"
    },
    {
      "storm_id": "384054",
      "lat": 45.735,
      "lon": -77.412,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0116,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2176.0,
      "ebshear": 37.0,
      "srh01": 93.0,
      "maxllaz": 0.002,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 93.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.7687
        },
        {
          "name": "alignment",
          "value": 3.8213
        },
        {
          "name": "tau",
          "value": 2.5809
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5898
      },
      "coherence_score": 2.5808730125427246,
      "coherence_diagnostics": {
        "tau": 2.5808730125427246,
        "grad_tau": 0.25933778285980225,
        "torsion": 0.0,
        "alignment": 3.8213186264038086,
        "S_field": 1.190932035446167,
        "Gamma_field": 0.2053857445716858,
        "S_over_Gamma": 5.798513412475586,
        "Da": 12.316944122314453,
        "E_coh": 0.7447071075439453,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.43,
              45.77
            ],
            [
              -77.38,
              45.77
            ],
            [
              -77.38,
              45.75
            ],
            [
              -77.39,
              45.74
            ],
            [
              -77.38,
              45.7
            ],
            [
              -77.39,
              45.69
            ],
            [
              -77.45,
              45.69
            ],
            [
              -77.44,
              45.71
            ],
            [
              -77.45,
              45.76
            ],
            [
              -77.43,
              45.77
            ]
          ]
        ]
      },
      "raw_probability": 0.5898,
      "confidence_lo": 0.0108,
      "confidence_hi": 0.0116,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "8f520d7ae19713f48053aacad04aee009fe2a14f9e4a3e39be560705d93d90d7",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.5898,
        "probability": 0.011583,
        "confidence_lo": 0.010823,
        "confidence_hi": 0.011592,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "27bf8ba8f4775dc39cc8db953187da7b0adb0217db5c641231c62057045f05dc",
        "signature": {
          "alg": "ed25519",
          "sig": "1b9104f41cafffbce803518f833d126b1c05e67a0765201a67737bdfcea8ef37c73c7db58792dbc2ef2788d892ee8ad9558025d133b778eb09aee73bdd0eb801"
        }
      },
      "receipt_sha256": "27bf8ba8f4775dc39cc8db953187da7b0adb0217db5c641231c62057045f05dc"
    },
    {
      "storm_id": "384082",
      "lat": 45.284,
      "lon": -77.362,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0116,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2270.0,
      "ebshear": 36.0,
      "srh01": 83.0,
      "maxllaz": 0.002,
      "mesh": 0.2,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 83.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.7687
        },
        {
          "name": "alignment",
          "value": 3.8213
        },
        {
          "name": "tau",
          "value": 2.5809
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5828
      },
      "coherence_score": 2.5808730125427246,
      "coherence_diagnostics": {
        "tau": 2.5808730125427246,
        "grad_tau": 0.25933778285980225,
        "torsion": 0.0,
        "alignment": 3.8213186264038086,
        "S_field": 1.190932035446167,
        "Gamma_field": 0.2053857445716858,
        "S_over_Gamma": 5.798513412475586,
        "Da": 12.316944122314453,
        "E_coh": 0.7447071075439453,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.37,
              45.34
            ],
            [
              -77.32,
              45.32
            ],
            [
              -77.32,
              45.3
            ],
            [
              -77.33,
              45.29
            ],
            [
              -77.31,
              45.27
            ],
            [
              -77.31,
              45.25
            ],
            [
              -77.35,
              45.24
            ],
            [
              -77.36,
              45.22
            ],
            [
              -77.4,
              45.22
            ],
            [
              -77.41,
              45.23
            ],
            [
              -77.41,
              45.27
            ],
            [
              -77.39,
              45.31
            ],
            [
              -77.4,
              45.33
            ],
            [
              -77.38,
              45.33
            ],
            [
              -77.37,
              45.34
            ]
          ]
        ]
      },
      "raw_probability": 0.5828,
      "confidence_lo": 0.0108,
      "confidence_hi": 0.0116,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "b7b1105155d1ea4533f080507cc5c3534974c4dcd124f21f184d1ae27d4727bd",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.5828,
        "probability": 0.011554,
        "confidence_lo": 0.010823,
        "confidence_hi": 0.011563,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a06b7055d82c051655f23b6325bbc92dea46d9a5799f16f69f795a95bbc8a342",
        "signature": {
          "alg": "ed25519",
          "sig": "5a1c024b7e6b73602d1a5fe6869b5958ac291d3e68cebc0bc699857da68d2654e57fede64f244e982f2bbbdea2bf324270cdf934e643b0a1e4e9a2a1e18e4609"
        }
      },
      "receipt_sha256": "a06b7055d82c051655f23b6325bbc92dea46d9a5799f16f69f795a95bbc8a342"
    },
    {
      "storm_id": "383591",
      "lat": 40.6737,
      "lon": -73.8711,
      "motion_east": 12.2,
      "motion_south": 5.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.011,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1912.0,
      "ebshear": 34.0,
      "srh01": 70.0,
      "maxllaz": 0.008,
      "mesh": 0.33,
      "flash_rate": 13.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 70.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.8937
        },
        {
          "name": "alignment",
          "value": -2.1938
        },
        {
          "name": "tau",
          "value": 2.0172
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5768
      },
      "coherence_score": 2.017219066619873,
      "coherence_diagnostics": {
        "tau": 2.017219066619873,
        "grad_tau": 0.10475296527147293,
        "torsion": 0.0,
        "alignment": -2.1938014030456543,
        "S_field": 1.0294991731643677,
        "Gamma_field": 0.24538575112819672,
        "S_over_Gamma": 4.195431709289551,
        "Da": 14.785345077514648,
        "E_coh": 0.8836300373077393,
        "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": [
          [
            [
              -73.79,
              40.81
            ],
            [
              -73.77,
              40.79
            ],
            [
              -73.77,
              40.7
            ],
            [
              -73.78,
              40.68
            ],
            [
              -73.83,
              40.64
            ],
            [
              -73.85,
              40.6
            ],
            [
              -73.9,
              40.55
            ],
            [
              -73.91,
              40.53
            ],
            [
              -73.93,
              40.52
            ],
            [
              -73.97,
              40.52
            ],
            [
              -74.0,
              40.57
            ],
            [
              -74.0,
              40.61
            ],
            [
              -73.94,
              40.67
            ],
            [
              -73.94,
              40.68
            ],
            [
              -73.88,
              40.73
            ],
            [
              -73.85,
              40.79
            ],
            [
              -73.84,
              40.8
            ],
            [
              -73.81,
              40.8
            ],
            [
              -73.79,
              40.81
            ]
          ]
        ]
      },
      "raw_probability": 0.5768,
      "confidence_lo": 0.0073,
      "confidence_hi": 0.0111,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "b43d48421e4279763ebf435eb4a2c9112e18b6672be9cc36541af15d5f6b72e4",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.5768,
        "probability": 0.011047,
        "confidence_lo": 0.007299,
        "confidence_hi": 0.011089,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6e26591fe6a22f9026dde35046307781b0bcafad2460b7826ec9d6bff2550b62",
        "signature": {
          "alg": "ed25519",
          "sig": "28fd71307a32097ee7534c93555da95177aa5322bc9b36c7b0d77761815426d037e2f2751fe0ea369f95f5139bf3eca39195d3c11f4b336ca622fe7e80be170a"
        }
      },
      "receipt_sha256": "6e26591fe6a22f9026dde35046307781b0bcafad2460b7826ec9d6bff2550b62"
    },
    {
      "storm_id": "383588",
      "lat": 44.83,
      "lon": -74.3767,
      "motion_east": 9.4,
      "motion_south": 1.9,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0063,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1526.0,
      "ebshear": 40.0,
      "srh01": 57.0,
      "maxllaz": 0.011,
      "mesh": 0.2,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 57.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.7687
        },
        {
          "name": "alignment",
          "value": -1.4335
        },
        {
          "name": "tau",
          "value": 2.2614
        },
        {
          "name": "maxllaz",
          "value": 0.011
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4859
      },
      "coherence_score": 2.2614076137542725,
      "coherence_diagnostics": {
        "tau": 2.2614076137542725,
        "grad_tau": 0.33842629194259644,
        "torsion": 0.0,
        "alignment": -1.4334862232208252,
        "S_field": 1.0412662029266357,
        "Gamma_field": 0.20871907472610474,
        "S_over_Gamma": 4.988840579986572,
        "Da": 12.796086311340332,
        "E_coh": 0.8570290207862854,
        "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": [
          [
            [
              -74.4,
              44.86
            ],
            [
              -74.36,
              44.86
            ],
            [
              -74.34,
              44.84
            ],
            [
              -74.34,
              44.8
            ],
            [
              -74.35,
              44.79
            ],
            [
              -74.38,
              44.79
            ],
            [
              -74.41,
              44.82
            ],
            [
              -74.41,
              44.85
            ],
            [
              -74.4,
              44.86
            ]
          ]
        ]
      },
      "raw_probability": 0.4859,
      "confidence_lo": 0.0062,
      "confidence_hi": 0.0063,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "efc1ba2445487927720ff28d6616ffdd96a33c6a374d320e97112f9e0b2b2238",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.4859,
        "probability": 0.006346,
        "confidence_lo": 0.006248,
        "confidence_hi": 0.006347,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f61505913aa15a6b23132baaf0627d2fb8b1d181279b5ba1c2ed158b8f369d82",
        "signature": {
          "alg": "ed25519",
          "sig": "5ccf1c4fb17c44c107c14757df338a3471df750d8d5349b7a01b7fc00e803af744ff2da207910b2c2023d40abb540718d51ad91e87d38437e870e3c2e849890f"
        }
      },
      "receipt_sha256": "f61505913aa15a6b23132baaf0627d2fb8b1d181279b5ba1c2ed158b8f369d82"
    },
    {
      "storm_id": "384090",
      "lat": 39.3367,
      "lon": -75.8711,
      "motion_east": 9.4,
      "motion_south": 5.5,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0063,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2495.0,
      "ebshear": 35.0,
      "srh01": 72.0,
      "maxllaz": 0.008,
      "mesh": 0.22,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 72.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.1437
        },
        {
          "name": "alignment",
          "value": 0.5409
        },
        {
          "name": "tau",
          "value": 2.3267
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4857
      },
      "coherence_score": 2.326746702194214,
      "coherence_diagnostics": {
        "tau": 2.326746702194214,
        "grad_tau": 0.5868330597877502,
        "torsion": 0.0,
        "alignment": 0.5408515930175781,
        "S_field": 1.4183160066604614,
        "Gamma_field": 0.3603857755661011,
        "S_over_Gamma": 3.935549259185791,
        "Da": 23.539077758789062,
        "E_coh": 0.9091173410415649,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.88,
              39.37
            ],
            [
              -75.85,
              39.37
            ],
            [
              -75.83,
              39.35
            ],
            [
              -75.82,
              39.32
            ],
            [
              -75.84,
              39.3
            ],
            [
              -75.9,
              39.29
            ],
            [
              -75.92,
              39.31
            ],
            [
              -75.92,
              39.35
            ],
            [
              -75.88,
              39.37
            ]
          ]
        ]
      },
      "raw_probability": 0.4857,
      "confidence_lo": 0.0062,
      "confidence_hi": 0.0063,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "d078a7f0ae98f1c981b2d1779a878cfe8af9bc58ea6d35bb6d9e299c9824d867",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.4857,
        "probability": 0.006346,
        "confidence_lo": 0.006248,
        "confidence_hi": 0.006347,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cfb4311724734d94a9f92f6e01aa591e169f0a41e0483132cedcd4593a986c95",
        "signature": {
          "alg": "ed25519",
          "sig": "3436969043fd2a1f10549ba7929965388fe61117111025b088ba793bab301ca171df2a91fa6dcc36149edc13525a50cf86174bcbfc285c7fa2e4ae1cb5d56204"
        }
      },
      "receipt_sha256": "cfb4311724734d94a9f92f6e01aa591e169f0a41e0483132cedcd4593a986c95"
    },
    {
      "storm_id": "383860",
      "lat": 48.0,
      "lon": -73.3567,
      "motion_east": 5.2,
      "motion_south": 0.7,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0063,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1252.0,
      "ebshear": 30.0,
      "srh01": 65.0,
      "maxllaz": 0.002,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.2687
        },
        {
          "name": "alignment",
          "value": -4.2806
        },
        {
          "name": "tau",
          "value": 1.2651
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4583
      },
      "coherence_score": 1.2650929689407349,
      "coherence_diagnostics": {
        "tau": 1.2650929689407349,
        "grad_tau": 0.4100393056869507,
        "torsion": 0.0,
        "alignment": -4.280563831329346,
        "S_field": 0.6863912343978882,
        "Gamma_field": 0.1937190741300583,
        "S_over_Gamma": 3.5432300567626953,
        "Da": 11.899375915527344,
        "E_coh": 0.7186530828475952,
        "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": [
          [
            [
              -73.38,
              48.03
            ],
            [
              -73.33,
              48.03
            ],
            [
              -73.31,
              48.01
            ],
            [
              -73.31,
              47.98
            ],
            [
              -73.33,
              47.96
            ],
            [
              -73.38,
              47.96
            ],
            [
              -73.4,
              47.98
            ],
            [
              -73.39,
              48.02
            ],
            [
              -73.38,
              48.03
            ]
          ]
        ]
      },
      "raw_probability": 0.4583,
      "confidence_lo": 0.0062,
      "confidence_hi": 0.0063,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "1f3e6d3e12ada7479ee24fa5d797bbbb99a208f59b4edb6dc969cacab5f60b61",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.4583,
        "probability": 0.006346,
        "confidence_lo": 0.006248,
        "confidence_hi": 0.006347,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9cc78c55d67bf97b121db5c3da36f72d59c5acc3b49cb41319be77f3ea7d933f",
        "signature": {
          "alg": "ed25519",
          "sig": "6e698276712f9821e3357485abc3c806911497a9705bb751e793f08c7acddeb96940afdc769ee9cd7235e8bda6ebca84158aaa672328c1e0de939fafaa22690e"
        }
      },
      "receipt_sha256": "9cc78c55d67bf97b121db5c3da36f72d59c5acc3b49cb41319be77f3ea7d933f"
    },
    {
      "storm_id": "381646",
      "lat": 45.3593,
      "lon": -75.9879,
      "motion_east": 6.7,
      "motion_south": 6.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0063,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1773.0,
      "ebshear": 40.0,
      "srh01": 101.0,
      "maxllaz": 0.013,
      "mesh": 0.76,
      "flash_rate": 37.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 101.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.2687
        },
        {
          "name": "alignment",
          "value": -4.1498
        },
        {
          "name": "tau",
          "value": 2.333
        },
        {
          "name": "maxllaz",
          "value": 0.013
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4448
      },
      "coherence_score": 2.332974910736084,
      "coherence_diagnostics": {
        "tau": 2.332974910736084,
        "grad_tau": 0.2630571722984314,
        "torsion": 0.0,
        "alignment": -4.149800777435303,
        "S_field": 0.4876813292503357,
        "Gamma_field": 0.21371906995773315,
        "S_over_Gamma": 2.2818803787231445,
        "Da": 13.553037643432617,
        "E_coh": 0.6710563898086548,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.91,
              45.46
            ],
            [
              -75.82,
              45.46
            ],
            [
              -75.81,
              45.45
            ],
            [
              -75.78,
              45.45
            ],
            [
              -75.77,
              45.44
            ],
            [
              -75.78,
              45.39
            ],
            [
              -75.8,
              45.37
            ],
            [
              -75.82,
              45.37
            ],
            [
              -75.88,
              45.33
            ],
            [
              -75.91,
              45.33
            ],
            [
              -75.92,
              45.32
            ],
            [
              -75.96,
              45.32
            ],
            [
              -75.97,
              45.31
            ],
            [
              -76.01,
              45.31
            ],
            [
              -76.02,
              45.3
            ],
            [
              -76.04,
              45.3
            ],
            [
              -76.13,
              45.23
            ],
            [
              -76.23,
              45.23
            ],
            [
              -76.25,
              45.25
            ],
            [
              -76.25,
              45.29
            ],
            [
              -76.21,
              45.33
            ],
            [
              -76.17,
              45.34
            ],
            [
              -76.16,
              45.35
            ],
            [
              -76.12,
              45.35
            ],
            [
              -76.06,
              45.38
            ],
            [
              -76.05,
              45.4
            ],
            [
              -75.99,
              45.45
            ],
            [
              -75.92,
              45.45
            ],
            [
              -75.91,
              45.46
            ]
          ]
        ]
      },
      "raw_probability": 0.4448,
      "confidence_lo": 0.0062,
      "confidence_hi": 0.0063,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "622eea07b0549f7af306d28911f5d5230a25db59796889c1f234e42dc0bbff56",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.4448,
        "probability": 0.006346,
        "confidence_lo": 0.006248,
        "confidence_hi": 0.006347,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a916ceaf968670be4c8aef14e6bf9a28b60afad2a1c0ab056331b6246cab5840",
        "signature": {
          "alg": "ed25519",
          "sig": "56472c9bbc1c9e4c6da3cfef04fcf38e01f8ae7c54f3d4a362d69b62dead46d8aa7b4afc76de18c54d4a96dd4578f0922a3e33bf69a43d2cf26a3d0ce3965605"
        }
      },
      "receipt_sha256": "a916ceaf968670be4c8aef14e6bf9a28b60afad2a1c0ab056331b6246cab5840"
    },
    {
      "storm_id": "382255",
      "lat": 41.1925,
      "lon": -76.9758,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0063,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1971.0,
      "ebshear": 45.0,
      "srh01": 80.0,
      "maxllaz": 0.006,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 80.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.7687
        },
        {
          "name": "alignment",
          "value": -3.3948
        },
        {
          "name": "tau",
          "value": 2.3923
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4339
      },
      "coherence_score": 2.3922529220581055,
      "coherence_diagnostics": {
        "tau": 2.3922529220581055,
        "grad_tau": 0.5007873773574829,
        "torsion": 0.0,
        "alignment": -3.3948116302490234,
        "S_field": 0.6597473621368408,
        "Gamma_field": 0.21205240488052368,
        "S_over_Gamma": 3.1112468242645264,
        "Da": 12.318741798400879,
        "E_coh": 0.7167219519615173,
        "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": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.98,
              41.24
            ],
            [
              -76.97,
              41.23
            ],
            [
              -76.95,
              41.23
            ],
            [
              -76.94,
              41.21
            ],
            [
              -76.94,
              41.17
            ],
            [
              -76.96,
              41.15
            ],
            [
              -76.98,
              41.15
            ],
            [
              -76.99,
              41.16
            ],
            [
              -77.0,
              41.15
            ],
            [
              -77.01,
              41.17
            ],
            [
              -77.01,
              41.21
            ],
            [
              -76.98,
              41.24
            ]
          ]
        ]
      },
      "raw_probability": 0.4339,
      "confidence_lo": 0.0062,
      "confidence_hi": 0.0063,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "59eede7a187842671b46e9224a233228db65331d83cdd27fba730a11da680cd6",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.4339,
        "probability": 0.006346,
        "confidence_lo": 0.006248,
        "confidence_hi": 0.006347,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e914c64ef50d4c951e8a219e2775f9648c309a48d71916174dda0bbf3cea5b2b",
        "signature": {
          "alg": "ed25519",
          "sig": "09a449914e84aae9ae1bde714cb9a249e64bb035d456c8f2bc1b75d2c05f158dee0743337b154ccca980b3c8aee59b1276e1097f082816d16f7322941bc99d03"
        }
      },
      "receipt_sha256": "e914c64ef50d4c951e8a219e2775f9648c309a48d71916174dda0bbf3cea5b2b"
    },
    {
      "storm_id": "384092",
      "lat": 37.2778,
      "lon": -77.9222,
      "motion_east": 10.8,
      "motion_south": 5.7,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0055,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1816.0,
      "ebshear": 34.0,
      "srh01": 66.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 66.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.8937
        },
        {
          "name": "alignment",
          "value": -1.4452
        },
        {
          "name": "tau",
          "value": 3.389
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3967
      },
      "coherence_score": 3.3889882564544678,
      "coherence_diagnostics": {
        "tau": 3.3889882564544678,
        "grad_tau": 0.42853987216949463,
        "torsion": 0.0,
        "alignment": -1.4451996088027954,
        "S_field": 1.1569337844848633,
        "Gamma_field": 0.2612190842628479,
        "S_over_Gamma": 4.42897891998291,
        "Da": 15.373886108398438,
        "E_coh": 0.9032379388809204,
        "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": [
          [
            [
              -77.94,
              37.32
            ],
            [
              -77.91,
              37.32
            ],
            [
              -77.91,
              37.29
            ],
            [
              -77.87,
              37.25
            ],
            [
              -77.91,
              37.25
            ],
            [
              -77.92,
              37.24
            ],
            [
              -77.93,
              37.25
            ],
            [
              -77.97,
              37.26
            ],
            [
              -77.94,
              37.32
            ]
          ]
        ]
      },
      "raw_probability": 0.3967,
      "confidence_lo": 0.0051,
      "confidence_hi": 0.0055,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "e6be9066180fbae6a243f7bf9faa2929001ce785c7071ff973f93cf26194d1da",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.3967,
        "probability": 0.005529,
        "confidence_lo": 0.005136,
        "confidence_hi": 0.005531,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "641a879112ef13442bfe9c0c964c2126d6285e8db8474c82e23b219cda154012",
        "signature": {
          "alg": "ed25519",
          "sig": "6af9e40b11ace270c06947c82ff9246beafd433ffb7e4495b3f49e39b48cffcc5e433aa313fde56bc9ceeff6cc79b22312f2bbd8f53b99ac3aac6ee6493f580c"
        }
      },
      "receipt_sha256": "641a879112ef13442bfe9c0c964c2126d6285e8db8474c82e23b219cda154012"
    },
    {
      "storm_id": "383795",
      "lat": 46.1148,
      "lon": -78.029,
      "motion_east": 8.4,
      "motion_south": 0.8,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0048,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2310.0,
      "ebshear": 39.0,
      "srh01": 105.0,
      "maxllaz": 0.004,
      "mesh": 0.52,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 105.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.3937
        },
        {
          "name": "alignment",
          "value": 6.4642
        },
        {
          "name": "tau",
          "value": 1.9065
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3902
      },
      "coherence_score": 1.9065083265304565,
      "coherence_diagnostics": {
        "tau": 1.9065083265304565,
        "grad_tau": 0.45995283126831055,
        "torsion": 0.0,
        "alignment": 6.464179515838623,
        "S_field": 0.32100361585617065,
        "Gamma_field": 0.22538574039936066,
        "S_over_Gamma": 1.424241065979004,
        "Da": 12.711395263671875,
        "E_coh": 0.6686996221542358,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.99,
              46.2
            ],
            [
              -77.9,
              46.2
            ],
            [
              -77.89,
              46.18
            ],
            [
              -77.89,
              46.14
            ],
            [
              -77.95,
              46.1
            ],
            [
              -78.01,
              46.1
            ],
            [
              -78.02,
              46.09
            ],
            [
              -78.04,
              46.09
            ],
            [
              -78.06,
              46.07
            ],
            [
              -78.06,
              46.03
            ],
            [
              -78.08,
              46.02
            ],
            [
              -78.11,
              46.02
            ],
            [
              -78.13,
              46.04
            ],
            [
              -78.13,
              46.08
            ],
            [
              -78.11,
              46.1
            ],
            [
              -78.09,
              46.1
            ],
            [
              -78.06,
              46.12
            ],
            [
              -78.06,
              46.16
            ],
            [
              -78.04,
              46.18
            ],
            [
              -78.0,
              46.19
            ],
            [
              -77.99,
              46.2
            ]
          ]
        ]
      },
      "raw_probability": 0.3902,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0048,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "7a6c1b85afeed8695ad0e6911fb5627c52b916f7e359f0278daa3f7068f4d1ae",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.3902,
        "probability": 0.004799,
        "confidence_lo": 0.003029,
        "confidence_hi": 0.004808,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "74d88a30112fdd9f506c8b95ef258b8d13ebe868ad48a04f50c272a569353b60",
        "signature": {
          "alg": "ed25519",
          "sig": "f5f47dd44819f59fa15f2b53435cbb7e605c7da269917d01958481eb5e83d5560d831e7d7155574c0356df9ff9c96a3a2fd11a2b0e925d8886cfe4aa1868030d"
        }
      },
      "receipt_sha256": "74d88a30112fdd9f506c8b95ef258b8d13ebe868ad48a04f50c272a569353b60"
    },
    {
      "storm_id": "380482",
      "lat": 46.302,
      "lon": -77.541,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1889.0,
      "ebshear": 41.0,
      "srh01": 104.0,
      "maxllaz": 0.002,
      "mesh": 0.38,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 104.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.8937
        },
        {
          "name": "alignment",
          "value": 1.7613
        },
        {
          "name": "tau",
          "value": 2.2525
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.366
      },
      "coherence_score": 2.2524778842926025,
      "coherence_diagnostics": {
        "tau": 2.2524778842926025,
        "grad_tau": 0.46236124634742737,
        "torsion": 0.0,
        "alignment": 1.7612884044647217,
        "S_field": 0.9717283844947815,
        "Gamma_field": 0.1937190741300583,
        "S_over_Gamma": 5.016172885894775,
        "Da": 11.289369583129883,
        "E_coh": 0.8305449485778809,
        "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": 8,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.54,
              46.34
            ],
            [
              -77.5,
              46.34
            ],
            [
              -77.49,
              46.33
            ],
            [
              -77.49,
              46.3
            ],
            [
              -77.53,
              46.26
            ],
            [
              -77.57,
              46.25
            ],
            [
              -77.59,
              46.27
            ],
            [
              -77.58,
              46.28
            ],
            [
              -77.58,
              46.31
            ],
            [
              -77.54,
              46.34
            ]
          ]
        ]
      },
      "raw_probability": 0.366,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "660ce57b734d15ea08531abdb9f780696a9720383241db99a11adb16626b4e83",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.366,
        "probability": 0.003111,
        "confidence_lo": 0.003029,
        "confidence_hi": 0.003111,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "79b8b1cc885386fe50b1cdec4e21a5fc9a8021d050d660cc94ef99637924c5d9",
        "signature": {
          "alg": "ed25519",
          "sig": "1efe519a08b5e8c94e1222a89abe50538948c955da15d5af2dbe95bafb5e16a30a42054813c260899a6700c5086693875bd619ad52636b5039a5186ef19d8403"
        }
      },
      "receipt_sha256": "79b8b1cc885386fe50b1cdec4e21a5fc9a8021d050d660cc94ef99637924c5d9"
    },
    {
      "storm_id": "384095",
      "lat": 37.0488,
      "lon": -78.163,
      "motion_east": 9.2,
      "motion_south": 6.1,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2199.0,
      "ebshear": 32.0,
      "srh01": 66.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 66.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.5187
        },
        {
          "name": "alignment",
          "value": -3.1969
        },
        {
          "name": "tau",
          "value": 3.7024
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.354
      },
      "coherence_score": 3.702394485473633,
      "coherence_diagnostics": {
        "tau": 3.702394485473633,
        "grad_tau": 0.38214704394340515,
        "torsion": 0.0,
        "alignment": -3.19690203666687,
        "S_field": 0.4898875057697296,
        "Gamma_field": 0.2678857445716858,
        "S_over_Gamma": 1.8287180662155151,
        "Da": 16.46902847290039,
        "E_coh": 0.8356242179870605,
        "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": [
          [
            [
              -78.22,
              37.09
            ],
            [
              -78.21,
              37.09
            ],
            [
              -78.2,
              37.09
            ],
            [
              -78.19,
              37.09
            ],
            [
              -78.18,
              37.09
            ],
            [
              -78.17,
              37.09
            ],
            [
              -78.16,
              37.09
            ],
            [
              -78.16,
              37.08
            ],
            [
              -78.16,
              37.07
            ],
            [
              -78.15,
              37.06
            ],
            [
              -78.15,
              37.05
            ],
            [
              -78.14,
              37.04
            ],
            [
              -78.13,
              37.03
            ],
            [
              -78.12,
              37.02
            ],
            [
              -78.11,
              37.02
            ],
            [
              -78.1,
              37.02
            ],
            [
              -78.09,
              37.02
            ],
            [
              -78.1,
              37.01
            ],
            [
              -78.11,
              37.02
            ],
            [
              -78.12,
              37.02
            ],
            [
              -78.13,
              37.01
            ],
            [
              -78.14,
              37.01
            ],
            [
              -78.15,
              37.01
            ],
            [
              -78.16,
              37.01
            ],
            [
              -78.17,
              37.02
            ],
            [
              -78.18,
              37.03
            ],
            [
              -78.19,
              37.04
            ],
            [
              -78.2,
              37.04
            ],
            [
              -78.21,
              37.05
            ],
            [
              -78.22,
              37.06
            ],
            [
              -78.22,
              37.07
            ],
            [
              -78.22,
              37.08
            ],
            [
              -78.22,
              37.09
            ]
          ]
        ]
      },
      "raw_probability": 0.354,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "f27eb4126f7f6cb8ae00ae71cca7e9c7a36b63a2792127bcc61845ecd0009875",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.354,
        "probability": 0.003111,
        "confidence_lo": 0.003029,
        "confidence_hi": 0.003111,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5db89d0bbdc1aac6bb33ea20ee2a0bced2972ca7b7a3f935d52fc5d8d7c41668",
        "signature": {
          "alg": "ed25519",
          "sig": "d8e038b573bd6c69607d06c42e730a368e790ec6a6a5741c5659af827ea0c13a2b06bf693fc840400c566438ae680b35c380dabd7871e5244d99d5046484e80d"
        }
      },
      "receipt_sha256": "5db89d0bbdc1aac6bb33ea20ee2a0bced2972ca7b7a3f935d52fc5d8d7c41668"
    },
    {
      "storm_id": "381705",
      "lat": 46.91,
      "lon": -76.5367,
      "motion_east": 7.9,
      "motion_south": 1.8,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1421.0,
      "ebshear": 33.0,
      "srh01": 72.0,
      "maxllaz": 0.001,
      "mesh": 0.21,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 72.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.6437
        },
        {
          "name": "alignment",
          "value": -3.7086
        },
        {
          "name": "tau",
          "value": 1.8708
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3481
      },
      "coherence_score": 1.8707945346832275,
      "coherence_diagnostics": {
        "tau": 1.8707945346832275,
        "grad_tau": 0.45012733340263367,
        "torsion": 0.0,
        "alignment": -3.708629846572876,
        "S_field": 0.5862409472465515,
        "Gamma_field": 0.19455240666866302,
        "S_over_Gamma": 3.0132803916931152,
        "Da": 12.115363121032715,
        "E_coh": 0.8806660771369934,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.55,
              46.94
            ],
            [
              -76.52,
              46.94
            ],
            [
              -76.51,
              46.93
            ],
            [
              -76.51,
              46.89
            ],
            [
              -76.52,
              46.87
            ],
            [
              -76.55,
              46.87
            ],
            [
              -76.56,
              46.88
            ],
            [
              -76.56,
              46.93
            ],
            [
              -76.55,
              46.94
            ]
          ]
        ]
      },
      "raw_probability": 0.3481,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "d5827c6b2b11dab8c838bff621bb96eae83ea6bfae18a6c8d528df123eeb1217",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.3481,
        "probability": 0.003111,
        "confidence_lo": 0.003029,
        "confidence_hi": 0.003111,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7c3893b6003c33f5a862f169d64af7391909803483d2f2c71c0cc13c361f56a9",
        "signature": {
          "alg": "ed25519",
          "sig": "eaf3e990522bc4d631f562e3fd22fea119006c6dbb7fc49d2935c95438bb800d063da07fa7e5c3d4aa0b81501261805937904447bf08c1e608f6010ae5d72800"
        }
      },
      "receipt_sha256": "7c3893b6003c33f5a862f169d64af7391909803483d2f2c71c0cc13c361f56a9"
    },
    {
      "storm_id": "383484",
      "lat": 46.7257,
      "lon": -76.9857,
      "motion_east": 7.7,
      "motion_south": 1.7,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1562.0,
      "ebshear": 33.0,
      "srh01": 69.0,
      "maxllaz": 0.002,
      "mesh": 0.5,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 69.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.6437
        },
        {
          "name": "alignment",
          "value": -3.7086
        },
        {
          "name": "tau",
          "value": 1.8708
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3481
      },
      "coherence_score": 1.8707945346832275,
      "coherence_diagnostics": {
        "tau": 1.8707945346832275,
        "grad_tau": 0.45012733340263367,
        "torsion": 0.0,
        "alignment": -3.708629846572876,
        "S_field": 0.5862409472465515,
        "Gamma_field": 0.19455240666866302,
        "S_over_Gamma": 3.0132803916931152,
        "Da": 12.115363121032715,
        "E_coh": 0.8806660771369934,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.98,
              46.81
            ],
            [
              -76.93,
              46.81
            ],
            [
              -76.91,
              46.8
            ],
            [
              -76.89,
              46.77
            ],
            [
              -76.89,
              46.75
            ],
            [
              -76.96,
              46.68
            ],
            [
              -76.97,
              46.68
            ],
            [
              -76.99,
              46.66
            ],
            [
              -77.01,
              46.65
            ],
            [
              -77.06,
              46.65
            ],
            [
              -77.08,
              46.67
            ],
            [
              -77.08,
              46.71
            ],
            [
              -77.07,
              46.71
            ],
            [
              -76.98,
              46.81
            ]
          ]
        ]
      },
      "raw_probability": 0.3481,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "d5827c6b2b11dab8c838bff621bb96eae83ea6bfae18a6c8d528df123eeb1217",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.3481,
        "probability": 0.003111,
        "confidence_lo": 0.003029,
        "confidence_hi": 0.003111,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7c3893b6003c33f5a862f169d64af7391909803483d2f2c71c0cc13c361f56a9",
        "signature": {
          "alg": "ed25519",
          "sig": "eaf3e990522bc4d631f562e3fd22fea119006c6dbb7fc49d2935c95438bb800d063da07fa7e5c3d4aa0b81501261805937904447bf08c1e608f6010ae5d72800"
        }
      },
      "receipt_sha256": "7c3893b6003c33f5a862f169d64af7391909803483d2f2c71c0cc13c361f56a9"
    },
    {
      "storm_id": "382191",
      "lat": 45.1494,
      "lon": -74.19,
      "motion_east": 10.5,
      "motion_south": 2.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1302.0,
      "ebshear": 42.0,
      "srh01": 73.0,
      "maxllaz": 0.019,
      "mesh": 0.69,
      "flash_rate": 11.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 73.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.7687
        },
        {
          "name": "alignment",
          "value": -2.2668
        },
        {
          "name": "tau",
          "value": 1.7562
        },
        {
          "name": "maxllaz",
          "value": 0.019
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3175
      },
      "coherence_score": 1.7561798095703125,
      "coherence_diagnostics": {
        "tau": 1.7561798095703125,
        "grad_tau": 0.4284312427043915,
        "torsion": 0.0,
        "alignment": -2.2668004035949707,
        "S_field": 0.3441135287284851,
        "Gamma_field": 0.3187190890312195,
        "S_over_Gamma": 1.0796765089035034,
        "Da": 19.381616592407227,
        "E_coh": 0.4627702236175537,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.14,
              45.23
            ],
            [
              -74.11,
              45.23
            ],
            [
              -74.1,
              45.22
            ],
            [
              -74.1,
              45.17
            ],
            [
              -74.14,
              45.12
            ],
            [
              -74.14,
              45.11
            ],
            [
              -74.17,
              45.08
            ],
            [
              -74.18,
              45.08
            ],
            [
              -74.22,
              45.05
            ],
            [
              -74.28,
              45.05
            ],
            [
              -74.3,
              45.08
            ],
            [
              -74.3,
              45.1
            ],
            [
              -74.28,
              45.12
            ],
            [
              -74.25,
              45.18
            ],
            [
              -74.23,
              45.2
            ],
            [
              -74.19,
              45.22
            ],
            [
              -74.15,
              45.22
            ],
            [
              -74.14,
              45.23
            ]
          ]
        ]
      },
      "raw_probability": 0.3175,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "ade9b70ebba6bac8b1d36042b667082a07f7c89e591b98a14ea9af562dafbdd6",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.3175,
        "probability": 0.003111,
        "confidence_lo": 0.003029,
        "confidence_hi": 0.003111,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "406f1b587b9018d403162d261dd13f487e7afb15ada7c0f4755f4c8051d73ede",
        "signature": {
          "alg": "ed25519",
          "sig": "5d1ba66526b38e55a9854f8cbc96a65e5c6b4449a8626e040063965335d8172c6ef2c5beee37f67cecf723e5abe82f6ab50dd74fb75bca32a2e9102810e39b04"
        }
      },
      "receipt_sha256": "406f1b587b9018d403162d261dd13f487e7afb15ada7c0f4755f4c8051d73ede"
    },
    {
      "storm_id": "383483",
      "lat": 47.0188,
      "lon": -76.8241,
      "motion_east": 8.3,
      "motion_south": 1.9,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1385.0,
      "ebshear": 31.0,
      "srh01": 60.0,
      "maxllaz": 0.003,
      "mesh": 0.29,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 60.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.6437
        },
        {
          "name": "alignment",
          "value": -3.7086
        },
        {
          "name": "tau",
          "value": 1.8708
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3154
      },
      "coherence_score": 1.8707945346832275,
      "coherence_diagnostics": {
        "tau": 1.8707945346832275,
        "grad_tau": 0.45012733340263367,
        "torsion": 0.0,
        "alignment": -3.708629846572876,
        "S_field": 0.5862409472465515,
        "Gamma_field": 0.19455240666866302,
        "S_over_Gamma": 3.0132803916931152,
        "Da": 12.115363121032715,
        "E_coh": 0.8806660771369934,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.8,
              47.08
            ],
            [
              -76.77,
              47.08
            ],
            [
              -76.72,
              47.04
            ],
            [
              -76.72,
              46.99
            ],
            [
              -76.75,
              46.95
            ],
            [
              -76.77,
              46.95
            ],
            [
              -76.81,
              46.93
            ],
            [
              -76.85,
              46.95
            ],
            [
              -76.88,
              46.95
            ],
            [
              -76.93,
              46.99
            ],
            [
              -76.93,
              47.02
            ],
            [
              -76.9,
              47.05
            ],
            [
              -76.88,
              47.06
            ],
            [
              -76.85,
              47.06
            ],
            [
              -76.84,
              47.07
            ],
            [
              -76.81,
              47.07
            ],
            [
              -76.8,
              47.08
            ]
          ]
        ]
      },
      "raw_probability": 0.3154,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "68cc26b827b32229d5b37712973ee70d87ae4d284f8978df2f2de2902cb876cd",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.3154,
        "probability": 0.003111,
        "confidence_lo": 0.003029,
        "confidence_hi": 0.003111,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b8c6d1cbc4d2707c07f040f7ae200aff8f84a3aefb51d19f290a09c5b93a8ec8",
        "signature": {
          "alg": "ed25519",
          "sig": "43ddd74a5d61682c58f6b3c8a47951f538e65029d14da9018588c9c9f304329e0a7e5ad53ae42974dcfeb1029836b857235d9661248c86b4e0e1349aef618b05"
        }
      },
      "receipt_sha256": "b8c6d1cbc4d2707c07f040f7ae200aff8f84a3aefb51d19f290a09c5b93a8ec8"
    },
    {
      "storm_id": "382977",
      "lat": 47.9964,
      "lon": -72.3171,
      "motion_east": 7.6,
      "motion_south": 1.5,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 966.0,
      "ebshear": 29.0,
      "srh01": 86.0,
      "maxllaz": 0.004,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 86.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.8937
        },
        {
          "name": "alignment",
          "value": -4.9918
        },
        {
          "name": "tau",
          "value": 0.9212
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3148
      },
      "coherence_score": 0.9211776852607727,
      "coherence_diagnostics": {
        "tau": 0.9211776852607727,
        "grad_tau": 0.3428395688533783,
        "torsion": 0.0,
        "alignment": -4.9917802810668945,
        "S_field": 0.2735254466533661,
        "Gamma_field": 0.20955240726470947,
        "S_over_Gamma": 1.3052841424942017,
        "Da": 12.597352027893066,
        "E_coh": 0.30079057812690735,
        "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": [
          [
            [
              -72.34,
              48.04
            ],
            [
              -72.29,
              48.04
            ],
            [
              -72.27,
              48.03
            ],
            [
              -72.26,
              48.01
            ],
            [
              -72.27,
              48.0
            ],
            [
              -72.27,
              47.96
            ],
            [
              -72.28,
              47.95
            ],
            [
              -72.33,
              47.95
            ],
            [
              -72.34,
              47.96
            ],
            [
              -72.36,
              47.96
            ],
            [
              -72.37,
              47.99
            ],
            [
              -72.36,
              48.0
            ],
            [
              -72.36,
              48.02
            ],
            [
              -72.34,
              48.04
            ]
          ]
        ]
      },
      "raw_probability": 0.3148,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "2006b4251ee112127bdfaa2f8b909c9d5bf70e77dd3648fb0ef87384f428eb12",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.3148,
        "probability": 0.003111,
        "confidence_lo": 0.003029,
        "confidence_hi": 0.003111,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ed665f28c97a88f2d8a3817871762a841a7eca526348be7020fe8fde5e9def6d",
        "signature": {
          "alg": "ed25519",
          "sig": "23f8d6abfe1ca2ec65cead9afddeb5fef8d88e15d027bb3fefa3934ffe127f898b8b398e8363048407eb483ab6c4f2d61762e988b112f54dbd9c3322ba2ec605"
        }
      },
      "receipt_sha256": "ed665f28c97a88f2d8a3817871762a841a7eca526348be7020fe8fde5e9def6d"
    },
    {
      "storm_id": "383685",
      "lat": 48.026,
      "lon": -71.924,
      "motion_east": 9.3,
      "motion_south": 3.7,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 787.0,
      "ebshear": 29.0,
      "srh01": 79.0,
      "maxllaz": 0.006,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 79.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.8937
        },
        {
          "name": "alignment",
          "value": -4.9918
        },
        {
          "name": "tau",
          "value": 0.9212
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3105
      },
      "coherence_score": 0.9211776852607727,
      "coherence_diagnostics": {
        "tau": 0.9211776852607727,
        "grad_tau": 0.3428395688533783,
        "torsion": 0.0,
        "alignment": -4.9917802810668945,
        "S_field": 0.2735254466533661,
        "Gamma_field": 0.20955240726470947,
        "S_over_Gamma": 1.3052841424942017,
        "Da": 12.597352027893066,
        "E_coh": 0.30079057812690735,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -71.95,
              48.07
            ],
            [
              -71.91,
              48.06
            ],
            [
              -71.9,
              48.05
            ],
            [
              -71.87,
              48.05
            ],
            [
              -71.83,
              48.02
            ],
            [
              -71.83,
              47.99
            ],
            [
              -71.85,
              47.97
            ],
            [
              -71.92,
              47.97
            ],
            [
              -71.93,
              47.98
            ],
            [
              -71.97,
              47.98
            ],
            [
              -72.0,
              48.01
            ],
            [
              -72.0,
              48.05
            ],
            [
              -71.99,
              48.06
            ],
            [
              -71.96,
              48.06
            ],
            [
              -71.95,
              48.07
            ]
          ]
        ]
      },
      "raw_probability": 0.3105,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "b061b7ee5e2d3c3510ebad6eec0a5bd68af7105c45067623177362827079b168",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.3105,
        "probability": 0.003111,
        "confidence_lo": 0.003029,
        "confidence_hi": 0.003111,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0880b684ef6f6781bd666b1b65b20978918a978373ad267a8b0cb17965e19093",
        "signature": {
          "alg": "ed25519",
          "sig": "30b31a869a7d61ff59bf7bc7098a4e8d5efdd5ac48e884686e645e24c660f917e7f248bb714a7f2f726fe69434a2cc74c9956bec8073be2072e20b3517f63a09"
        }
      },
      "receipt_sha256": "0880b684ef6f6781bd666b1b65b20978918a978373ad267a8b0cb17965e19093"
    },
    {
      "storm_id": "383686",
      "lat": 46.5878,
      "lon": -77.2656,
      "motion_east": 3.9,
      "motion_south": 0.3,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1495.0,
      "ebshear": 35.0,
      "srh01": 65.0,
      "maxllaz": 0.002,
      "mesh": 0.45,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.8937
        },
        {
          "name": "alignment",
          "value": 1.7613
        },
        {
          "name": "tau",
          "value": 2.2525
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3068
      },
      "coherence_score": 2.2524778842926025,
      "coherence_diagnostics": {
        "tau": 2.2524778842926025,
        "grad_tau": 0.46236124634742737,
        "torsion": 0.0,
        "alignment": 1.7612884044647217,
        "S_field": 0.9717283844947815,
        "Gamma_field": 0.1937190741300583,
        "S_over_Gamma": 5.016172885894775,
        "Da": 11.289369583129883,
        "E_coh": 0.8305449485778809,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.28,
              46.62
            ],
            [
              -77.23,
              46.62
            ],
            [
              -77.22,
              46.61
            ],
            [
              -77.22,
              46.57
            ],
            [
              -77.24,
              46.55
            ],
            [
              -77.3,
              46.54
            ],
            [
              -77.31,
              46.56
            ],
            [
              -77.31,
              46.6
            ],
            [
              -77.28,
              46.62
            ]
          ]
        ]
      },
      "raw_probability": 0.3068,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "7db3ffbad21f25ded4bb0a31a385f3cf7f82580c913423c890438bb53afc75b2",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.3068,
        "probability": 0.003111,
        "confidence_lo": 0.003029,
        "confidence_hi": 0.003111,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6c24514af8a7bfa424735fd3fffc9e2a2833018cb4c4e6c9fc44dd9d2ebcb823",
        "signature": {
          "alg": "ed25519",
          "sig": "9386d36de5e0ad430beb36bf6b396431cec2f27cedcfd3b79894ac82dad3ad58258bf0e50a7dbe8ef63404d000cd3e77de2d5b1f66c85a76e7b7f63cdb386c03"
        }
      },
      "receipt_sha256": "6c24514af8a7bfa424735fd3fffc9e2a2833018cb4c4e6c9fc44dd9d2ebcb823"
    },
    {
      "storm_id": "383647",
      "lat": 48.0644,
      "lon": -71.67,
      "motion_east": 9.3,
      "motion_south": 3.7,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 696.0,
      "ebshear": 29.0,
      "srh01": 81.0,
      "maxllaz": 0.004,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 81.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.7687
        },
        {
          "name": "alignment",
          "value": -6.0301
        },
        {
          "name": "tau",
          "value": 0.5585
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3002
      },
      "coherence_score": 0.5585260987281799,
      "coherence_diagnostics": {
        "tau": 0.5585260987281799,
        "grad_tau": 0.4725887179374695,
        "torsion": 0.0,
        "alignment": -6.03013277053833,
        "S_field": 0.3541420102119446,
        "Gamma_field": 0.23705242574214935,
        "S_over_Gamma": 1.4939396381378174,
        "Da": 14.153152465820312,
        "E_coh": 0.44911518692970276,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -71.68,
              48.1
            ],
            [
              -71.65,
              48.1
            ],
            [
              -71.63,
              48.08
            ],
            [
              -71.63,
              48.05
            ],
            [
              -71.66,
              48.02
            ],
            [
              -71.68,
              48.02
            ],
            [
              -71.71,
              48.04
            ],
            [
              -71.71,
              48.07
            ],
            [
              -71.68,
              48.1
            ]
          ]
        ]
      },
      "raw_probability": 0.3002,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "8e349080fcbd1a84328aceb00f3df106e3bc02dac75333c781877e2973cc55d9",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.3002,
        "probability": 0.003111,
        "confidence_lo": 0.003029,
        "confidence_hi": 0.003111,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b0ab254267b49afccc15661226f89774f8449841ca09cd3365e4377f20546357",
        "signature": {
          "alg": "ed25519",
          "sig": "505343df23f0bb9e37d0c97ca7198144a7bd55533206c27c4a5e5f819f8d7c09e0fe92973fb63dca4f8589ac1903e4559bf68444ec83882cd818e545b164590d"
        }
      },
      "receipt_sha256": "b0ab254267b49afccc15661226f89774f8449841ca09cd3365e4377f20546357"
    },
    {
      "storm_id": "383148",
      "lat": 37.7182,
      "lon": -77.7464,
      "motion_east": 11.7,
      "motion_south": 6.4,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1587.0,
      "ebshear": 37.0,
      "srh01": 59.0,
      "maxllaz": 0.006,
      "mesh": 0.32,
      "flash_rate": 11.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 59.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.8937
        },
        {
          "name": "alignment",
          "value": -1.4452
        },
        {
          "name": "tau",
          "value": 3.389
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2997
      },
      "coherence_score": 3.3889882564544678,
      "coherence_diagnostics": {
        "tau": 3.3889882564544678,
        "grad_tau": 0.42853987216949463,
        "torsion": 0.0,
        "alignment": -1.4451996088027954,
        "S_field": 1.1569337844848633,
        "Gamma_field": 0.2612190842628479,
        "S_over_Gamma": 4.42897891998291,
        "Da": 15.373886108398438,
        "E_coh": 0.9032379388809204,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.7,
              37.87
            ],
            [
              -77.6,
              37.87
            ],
            [
              -77.59,
              37.86
            ],
            [
              -77.57,
              37.86
            ],
            [
              -77.56,
              37.85
            ],
            [
              -77.56,
              37.8
            ],
            [
              -77.59,
              37.78
            ],
            [
              -77.63,
              37.77
            ],
            [
              -77.67,
              37.73
            ],
            [
              -77.67,
              37.72
            ],
            [
              -77.69,
              37.7
            ],
            [
              -77.69,
              37.68
            ],
            [
              -77.71,
              37.66
            ],
            [
              -77.74,
              37.66
            ],
            [
              -77.75,
              37.67
            ],
            [
              -77.76,
              37.66
            ],
            [
              -77.78,
              37.66
            ],
            [
              -77.8,
              37.64
            ],
            [
              -77.8,
              37.57
            ],
            [
              -77.82,
              37.55
            ],
            [
              -77.88,
              37.55
            ],
            [
              -77.91,
              37.58
            ],
            [
              -77.91,
              37.59
            ],
            [
              -77.9,
              37.6
            ],
            [
              -77.9,
              37.63
            ],
            [
              -77.88,
              37.67
            ],
            [
              -77.86,
              37.69
            ],
            [
              -77.86,
              37.72
            ],
            [
              -77.84,
              37.75
            ],
            [
              -77.83,
              37.79
            ],
            [
              -77.76,
              37.85
            ],
            [
              -77.72,
              37.85
            ],
            [
              -77.7,
              37.87
            ]
          ]
        ]
      },
      "raw_probability": 0.2997,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "98155feb351cb744168eb47805f748fc799bf089d397c59e83e1df5891289351",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.2997,
        "probability": 0.003111,
        "confidence_lo": 0.003029,
        "confidence_hi": 0.003111,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0c6644eff1e05aa8e6a19a7268602757dd5adfaf7145f084449c23657b4f4df1",
        "signature": {
          "alg": "ed25519",
          "sig": "24f63d00aa74ed31a61604115aab1eba56cb2420dc4e3e0bceb9f621fe72cdf0cd5c293d3ef1e7e0e55c115ea20e5cee6315ee75f9374a919408db32c10b1b07"
        }
      },
      "receipt_sha256": "0c6644eff1e05aa8e6a19a7268602757dd5adfaf7145f084449c23657b4f4df1"
    },
    {
      "storm_id": "383027",
      "lat": 39.0515,
      "lon": -82.2669,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3512.0,
      "ebshear": 41.0,
      "srh01": 120.0,
      "maxllaz": 0.013,
      "mesh": 1.12,
      "flash_rate": 41.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 120.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.1437
        },
        {
          "name": "alignment",
          "value": -3.54
        },
        {
          "name": "tau",
          "value": 6.5724
        },
        {
          "name": "maxllaz",
          "value": 0.013
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2872
      },
      "coherence_score": 6.572381973266602,
      "coherence_diagnostics": {
        "tau": 6.572381973266602,
        "grad_tau": 0.39829933643341064,
        "torsion": 0.0,
        "alignment": -3.5399935245513916,
        "S_field": 2.309166193008423,
        "Gamma_field": 0.2537190914154053,
        "S_over_Gamma": 9.10127067565918,
        "Da": 15.317516326904297,
        "E_coh": 0.9459864497184753,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.33,
              39.11
            ],
            [
              -82.25,
              39.11
            ],
            [
              -82.23,
              39.09
            ],
            [
              -82.2,
              39.08
            ],
            [
              -82.16,
              39.04
            ],
            [
              -82.16,
              39.01
            ],
            [
              -82.2,
              38.98
            ],
            [
              -82.28,
              38.98
            ],
            [
              -82.3,
              38.99
            ],
            [
              -82.33,
              39.02
            ],
            [
              -82.35,
              39.06
            ],
            [
              -82.35,
              39.09
            ],
            [
              -82.33,
              39.11
            ]
          ]
        ]
      },
      "raw_probability": 0.2872,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "b01a73a47ccc2f599ba321986ba4fb5f0a3f422ed1b82c54269fe80c95554b24",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.2872,
        "probability": 0.002247,
        "confidence_lo": 0.002216,
        "confidence_hi": 0.002247,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3b25488b55a7efb00a8a8e6b741b132bfa9a8d56e1b64bab72a17aa47fc3a4ec",
        "signature": {
          "alg": "ed25519",
          "sig": "38d4fcbd06dfd99faba98c70ad8d2c661a1cfdfa1741ee0744e75ea5793b8e991c00a0a2572c7cbb8dcd9f8caea92afc4abbbd3d2e38d141125fa433aeafa306"
        }
      },
      "receipt_sha256": "3b25488b55a7efb00a8a8e6b741b132bfa9a8d56e1b64bab72a17aa47fc3a4ec"
    },
    {
      "storm_id": "383243",
      "lat": 35.3089,
      "lon": -76.8078,
      "motion_east": 5.6,
      "motion_south": 0.8,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3122.0,
      "ebshear": 30.0,
      "srh01": 66.0,
      "maxllaz": 0.002,
      "mesh": 0.13,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 66.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.6437
        },
        {
          "name": "alignment",
          "value": -3.2738
        },
        {
          "name": "tau",
          "value": 3.3252
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2863
      },
      "coherence_score": 3.325195789337158,
      "coherence_diagnostics": {
        "tau": 3.325195789337158,
        "grad_tau": 0.11908692121505737,
        "torsion": 0.0,
        "alignment": -3.2738208770751953,
        "S_field": 1.0680081844329834,
        "Gamma_field": 0.34121906757354736,
        "S_over_Gamma": 3.1299779415130615,
        "Da": 20.69931983947754,
        "E_coh": 0.9369075298309326,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.83,
              35.36
            ],
            [
              -76.77,
              35.35
            ],
            [
              -76.75,
              35.33
            ],
            [
              -76.76,
              35.28
            ],
            [
              -76.79,
              35.25
            ],
            [
              -76.82,
              35.25
            ],
            [
              -76.86,
              35.28
            ],
            [
              -76.86,
              35.32
            ],
            [
              -76.83,
              35.36
            ]
          ]
        ]
      },
      "raw_probability": 0.2863,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "04c3f2600cc54e9e81119c3d4200cf654d7fb8dcae116b22f6e55a24f5d80881",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.2863,
        "probability": 0.002247,
        "confidence_lo": 0.002216,
        "confidence_hi": 0.002247,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c19f5467cffb5c4cfddf6dfa925152b704917c98c183336cf0a77128ef7d5a56",
        "signature": {
          "alg": "ed25519",
          "sig": "fb6113232a6a8e3c1a911a6f84969751b3077eca9b098c22de40cf1c85d77a50a3670987a76dbc0f856fc5806418e3671d47dc50afd17a908e0e42a35c6d4704"
        }
      },
      "receipt_sha256": "c19f5467cffb5c4cfddf6dfa925152b704917c98c183336cf0a77128ef7d5a56"
    },
    {
      "storm_id": "384093",
      "lat": 37.2756,
      "lon": -78.1533,
      "motion_east": 9.4,
      "motion_south": 5.3,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1561.0,
      "ebshear": 30.0,
      "srh01": 55.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.0187
        },
        {
          "name": "alignment",
          "value": -2.999
        },
        {
          "name": "tau",
          "value": 3.7454
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.266
      },
      "coherence_score": 3.7453532218933105,
      "coherence_diagnostics": {
        "tau": 3.7453532218933105,
        "grad_tau": 0.39868175983428955,
        "torsion": 0.0,
        "alignment": -2.9989969730377197,
        "S_field": 1.202754259109497,
        "Gamma_field": 0.2128857523202896,
        "S_over_Gamma": 5.649764060974121,
        "Da": 12.381828308105469,
        "E_coh": 0.920183002948761,
        "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": [
          [
            [
              -78.16,
              37.31
            ],
            [
              -78.13,
              37.29
            ],
            [
              -78.11,
              37.29
            ],
            [
              -78.11,
              37.25
            ],
            [
              -78.15,
              37.25
            ],
            [
              -78.16,
              37.24
            ],
            [
              -78.2,
              37.25
            ],
            [
              -78.2,
              37.29
            ],
            [
              -78.16,
              37.31
            ]
          ]
        ]
      },
      "raw_probability": 0.266,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "24b1e6421ba49ad620ea1657a0fa3e3c255b23452fbf24366aa9cdf517cbd564",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.266,
        "probability": 0.002247,
        "confidence_lo": 0.002216,
        "confidence_hi": 0.002247,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3ba8b9bc41c80eef6a38e5baa5a8df1e32fe173403082318d4c36fd94a01e88a",
        "signature": {
          "alg": "ed25519",
          "sig": "1be815d22d740b1228ac2e9fe666563ef4d71c2b472bc5b912b8379c0c6cc5d04941c1eebf13215e90d258b20fe01ca61bc32e15d4d39b018f0557f65cb75106"
        }
      },
      "receipt_sha256": "3ba8b9bc41c80eef6a38e5baa5a8df1e32fe173403082318d4c36fd94a01e88a"
    },
    {
      "storm_id": "383242",
      "lat": 35.3922,
      "lon": -76.9489,
      "motion_east": 5.5,
      "motion_south": 0.8,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3163.0,
      "ebshear": 28.0,
      "srh01": 71.0,
      "maxllaz": 0.004,
      "mesh": 0.36,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 71.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.6437
        },
        {
          "name": "alignment",
          "value": -3.2738
        },
        {
          "name": "tau",
          "value": 3.3252
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2644
      },
      "coherence_score": 3.325195789337158,
      "coherence_diagnostics": {
        "tau": 3.325195789337158,
        "grad_tau": 0.11908692121505737,
        "torsion": 0.0,
        "alignment": -3.2738208770751953,
        "S_field": 1.0680081844329834,
        "Gamma_field": 0.34121906757354736,
        "S_over_Gamma": 3.1299779415130615,
        "Da": 20.69931983947754,
        "E_coh": 0.9369075298309326,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.97,
              35.43
            ],
            [
              -76.93,
              35.43
            ],
            [
              -76.9,
              35.4
            ],
            [
              -76.9,
              35.38
            ],
            [
              -76.93,
              35.35
            ],
            [
              -76.97,
              35.35
            ],
            [
              -76.98,
              35.36
            ],
            [
              -76.99,
              35.4
            ],
            [
              -76.97,
              35.43
            ]
          ]
        ]
      },
      "raw_probability": 0.2644,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "666690319edf08432b8296ece9f71dedede06a9fe4bf11c55312b4bf1d8d51a1",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.2644,
        "probability": 0.002247,
        "confidence_lo": 0.002216,
        "confidence_hi": 0.002247,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "911fdfa5841c19d1b3c68392bdb7e183f1a200b4ee7876a50fb0dbf53e4c6487",
        "signature": {
          "alg": "ed25519",
          "sig": "8822d19bed7c48e502e7625b75b59d4b1860cd373379ac8513366444e88a8fdc56fef197ce428654b2cbaa1cdc1c01e5ea63df1f7c82825bc9676cc92b6f1905"
        }
      },
      "receipt_sha256": "911fdfa5841c19d1b3c68392bdb7e183f1a200b4ee7876a50fb0dbf53e4c6487"
    },
    {
      "storm_id": "382708",
      "lat": 48.1307,
      "lon": -72.7687,
      "motion_east": 9.3,
      "motion_south": 2.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1184.0,
      "ebshear": 30.0,
      "srh01": 76.0,
      "maxllaz": 0.005,
      "mesh": 0.33,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 76.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.8937
        },
        {
          "name": "alignment",
          "value": -2.4068
        },
        {
          "name": "tau",
          "value": 0.6583
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2556
      },
      "coherence_score": 0.6582637429237366,
      "coherence_diagnostics": {
        "tau": 0.6582637429237366,
        "grad_tau": 0.5367193222045898,
        "torsion": 0.0,
        "alignment": -2.4067535400390625,
        "S_field": 0.42506763339042664,
        "Gamma_field": 0.17371907830238342,
        "S_over_Gamma": 2.4468679428100586,
        "Da": 10.512961387634277,
        "E_coh": 0.7072598338127136,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.78,
              48.22
            ],
            [
              -72.75,
              48.22
            ],
            [
              -72.71,
              48.19
            ],
            [
              -72.7,
              48.19
            ],
            [
              -72.65,
              48.14
            ],
            [
              -72.65,
              48.1
            ],
            [
              -72.67,
              48.08
            ],
            [
              -72.69,
              48.08
            ],
            [
              -72.78,
              48.03
            ],
            [
              -72.85,
              48.03
            ],
            [
              -72.89,
              48.06
            ],
            [
              -72.9,
              48.12
            ],
            [
              -72.88,
              48.14
            ],
            [
              -72.85,
              48.14
            ],
            [
              -72.78,
              48.22
            ]
          ]
        ]
      },
      "raw_probability": 0.2556,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "56f2f32863ed1eddae5fcaf72c380920c4a2b1ee2374699df7f68d3aee960dc4",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.2556,
        "probability": 0.002245,
        "confidence_lo": 0.002216,
        "confidence_hi": 0.002245,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "30b28dacc32402b971adeefdcbc78fe6cd8422eef83a2d49cd10fd41c524b480",
        "signature": {
          "alg": "ed25519",
          "sig": "e7f7456cd65e3a66281d0b1d4c8b0fe06f3b66ddf6990b6ea66477e3a8891c901c4802ea2ce0c5a0b5815922934f2eaa311562f031af98a313858597630ebd05"
        }
      },
      "receipt_sha256": "30b28dacc32402b971adeefdcbc78fe6cd8422eef83a2d49cd10fd41c524b480"
    },
    {
      "storm_id": "383191",
      "lat": 38.226,
      "lon": -77.169,
      "motion_east": 11.7,
      "motion_south": 7.8,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2927.0,
      "ebshear": 39.0,
      "srh01": 38.0,
      "maxllaz": 0.005,
      "mesh": 0.27,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.0187
        },
        {
          "name": "alignment",
          "value": -1.1802
        },
        {
          "name": "tau",
          "value": 2.8452
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2479
      },
      "coherence_score": 2.845247507095337,
      "coherence_diagnostics": {
        "tau": 2.845247507095337,
        "grad_tau": 0.9123353958129883,
        "torsion": 0.0,
        "alignment": -1.1802411079406738,
        "S_field": 0.7638051509857178,
        "Gamma_field": 0.17621907591819763,
        "S_over_Gamma": 4.334406852722168,
        "Da": 9.720252990722656,
        "E_coh": 0.9165099859237671,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.1,
              38.37
            ],
            [
              -77.07,
              38.37
            ],
            [
              -77.06,
              38.36
            ],
            [
              -77.06,
              38.3
            ],
            [
              -77.1,
              38.29
            ],
            [
              -77.13,
              38.26
            ],
            [
              -77.17,
              38.19
            ],
            [
              -77.17,
              38.14
            ],
            [
              -77.16,
              38.13
            ],
            [
              -77.17,
              38.11
            ],
            [
              -77.19,
              38.09
            ],
            [
              -77.23,
              38.08
            ],
            [
              -77.25,
              38.09
            ],
            [
              -77.28,
              38.13
            ],
            [
              -77.28,
              38.19
            ],
            [
              -77.27,
              38.21
            ],
            [
              -77.24,
              38.24
            ],
            [
              -77.23,
              38.24
            ],
            [
              -77.12,
              38.36
            ],
            [
              -77.1,
              38.37
            ]
          ]
        ]
      },
      "raw_probability": 0.2479,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "60c8fbeea0d42ab068aee97b41fb73e17cd18316c92707a4c15eb3c9e0919630",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.2479,
        "probability": 0.002245,
        "confidence_lo": 0.002216,
        "confidence_hi": 0.002245,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f6caf4fc3845bb51f9b8665ea29342433ac617a6f726adb4d922fa3eb176b03e",
        "signature": {
          "alg": "ed25519",
          "sig": "3600ca6af47f87c9c99745f847b919174d30818799e48f212ebdb4fd410d59024fcd85e8cfaff7871d3afaded728b196a922627878f26c6aac4c236f97bf2307"
        }
      },
      "receipt_sha256": "f6caf4fc3845bb51f9b8665ea29342433ac617a6f726adb4d922fa3eb176b03e"
    },
    {
      "storm_id": "384085",
      "lat": 42.5777,
      "lon": -87.7854,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2654.0,
      "ebshear": 41.0,
      "srh01": 47.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 47.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.3937
        },
        {
          "name": "alignment",
          "value": -1.3447
        },
        {
          "name": "tau",
          "value": 2.8609
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2431
      },
      "coherence_score": 2.8609142303466797,
      "coherence_diagnostics": {
        "tau": 2.8609142303466797,
        "grad_tau": 0.6794776916503906,
        "torsion": 0.0,
        "alignment": -1.3447186946868896,
        "S_field": 1.0245667695999146,
        "Gamma_field": 0.32788577675819397,
        "S_over_Gamma": 3.124767303466797,
        "Da": 19.458282470703125,
        "E_coh": 0.9079182744026184,
        "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": [
          [
            [
              -87.84,
              42.59
            ],
            [
              -87.83,
              42.58
            ],
            [
              -87.79,
              42.58
            ],
            [
              -87.78,
              42.59
            ],
            [
              -87.72,
              42.59
            ],
            [
              -87.71,
              42.58
            ],
            [
              -87.73,
              42.56
            ],
            [
              -87.75,
              42.57
            ],
            [
              -87.76,
              42.56
            ],
            [
              -87.77,
              42.57
            ],
            [
              -87.84,
              42.57
            ],
            [
              -87.85,
              42.58
            ],
            [
              -87.84,
              42.59
            ]
          ]
        ]
      },
      "raw_probability": 0.2431,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "1c2197a13eedeb973d5ffb7ee13bd60e531639352a92a39001c8ede032d8c86c",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.2431,
        "probability": 0.002245,
        "confidence_lo": 0.002216,
        "confidence_hi": 0.002245,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3a2af32765b88759ea8aee7ff04e4fbc50c9473d8cade60a11b3906005fe12ce",
        "signature": {
          "alg": "ed25519",
          "sig": "bba59c7c7a12b64ba2f0a91ee07c5ac1e0813fd6e207e4357e23103c48647298ae748a467ffa0dd775342fc89655eecce1801d5b43162662038e42284483ae0c"
        }
      },
      "receipt_sha256": "3a2af32765b88759ea8aee7ff04e4fbc50c9473d8cade60a11b3906005fe12ce"
    },
    {
      "storm_id": "381536",
      "lat": 39.1094,
      "lon": -75.8469,
      "motion_east": 9.6,
      "motion_south": 5.7,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2209.0,
      "ebshear": 37.0,
      "srh01": 46.0,
      "maxllaz": 0.007,
      "mesh": 0.38,
      "flash_rate": 34.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 46.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.1437
        },
        {
          "name": "alignment",
          "value": 0.5409
        },
        {
          "name": "tau",
          "value": 2.3267
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.239
      },
      "coherence_score": 2.326746702194214,
      "coherence_diagnostics": {
        "tau": 2.326746702194214,
        "grad_tau": 0.5868330597877502,
        "torsion": 0.0,
        "alignment": 0.5408515930175781,
        "S_field": 1.4183160066604614,
        "Gamma_field": 0.3603857755661011,
        "S_over_Gamma": 3.935549259185791,
        "Da": 23.539077758789062,
        "E_coh": 0.9091173410415649,
        "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": 6,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.87,
              39.2
            ],
            [
              -75.83,
              39.2
            ],
            [
              -75.81,
              39.19
            ],
            [
              -75.79,
              39.16
            ],
            [
              -75.79,
              39.12
            ],
            [
              -75.8,
              39.11
            ],
            [
              -75.79,
              39.09
            ],
            [
              -75.79,
              39.04
            ],
            [
              -75.83,
              39.01
            ],
            [
              -75.87,
              39.01
            ],
            [
              -75.9,
              39.04
            ],
            [
              -75.9,
              39.06
            ],
            [
              -75.91,
              39.07
            ],
            [
              -75.9,
              39.09
            ],
            [
              -75.9,
              39.16
            ],
            [
              -75.87,
              39.2
            ]
          ]
        ]
      },
      "raw_probability": 0.239,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "aff552e2b8a750c4343ddda96118f441afaab8317361780b5797ed38ea57d942",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.239,
        "probability": 0.002245,
        "confidence_lo": 0.002216,
        "confidence_hi": 0.002245,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1409f35964be4ff5eb05709f26ba7337a96e1ea1d67219c0334e756376057245",
        "signature": {
          "alg": "ed25519",
          "sig": "3787da0087a56e446013a84e73ee25f4913e62a5fa27eac0fa5bf67f2de4576a9bf236bb3a42364b4b89c1fd8e724f088f6f8782445e230d2405bde0329e570e"
        }
      },
      "receipt_sha256": "1409f35964be4ff5eb05709f26ba7337a96e1ea1d67219c0334e756376057245"
    },
    {
      "storm_id": "384021",
      "lat": 38.9308,
      "lon": -76.0442,
      "motion_east": 9.7,
      "motion_south": 4.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1930.0,
      "ebshear": 34.0,
      "srh01": 39.0,
      "maxllaz": 0.003,
      "mesh": 0.33,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.1437
        },
        {
          "name": "alignment",
          "value": 0.5409
        },
        {
          "name": "tau",
          "value": 2.3267
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.239
      },
      "coherence_score": 2.326746702194214,
      "coherence_diagnostics": {
        "tau": 2.326746702194214,
        "grad_tau": 0.5868330597877502,
        "torsion": 0.0,
        "alignment": 0.5408515930175781,
        "S_field": 1.4183160066604614,
        "Gamma_field": 0.3603857755661011,
        "S_over_Gamma": 3.935549259185791,
        "Da": 23.539077758789062,
        "E_coh": 0.9091173410415649,
        "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": [
          [
            [
              -76.05,
              38.99
            ],
            [
              -76.01,
              38.99
            ],
            [
              -75.99,
              38.98
            ],
            [
              -75.96,
              38.95
            ],
            [
              -75.96,
              38.91
            ],
            [
              -75.98,
              38.89
            ],
            [
              -76.07,
              38.89
            ],
            [
              -76.08,
              38.88
            ],
            [
              -76.12,
              38.88
            ],
            [
              -76.13,
              38.89
            ],
            [
              -76.13,
              38.93
            ],
            [
              -76.05,
              38.99
            ]
          ]
        ]
      },
      "raw_probability": 0.239,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "aff552e2b8a750c4343ddda96118f441afaab8317361780b5797ed38ea57d942",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.239,
        "probability": 0.002245,
        "confidence_lo": 0.002216,
        "confidence_hi": 0.002245,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1409f35964be4ff5eb05709f26ba7337a96e1ea1d67219c0334e756376057245",
        "signature": {
          "alg": "ed25519",
          "sig": "3787da0087a56e446013a84e73ee25f4913e62a5fa27eac0fa5bf67f2de4576a9bf236bb3a42364b4b89c1fd8e724f088f6f8782445e230d2405bde0329e570e"
        }
      },
      "receipt_sha256": "1409f35964be4ff5eb05709f26ba7337a96e1ea1d67219c0334e756376057245"
    },
    {
      "storm_id": "383998",
      "lat": 42.1354,
      "lon": -89.2812,
      "motion_east": 13.8,
      "motion_south": 1.3,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 5383.0,
      "ebshear": 35.0,
      "srh01": 32.0,
      "maxllaz": 0.003,
      "mesh": 0.2,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.5187
        },
        {
          "name": "alignment",
          "value": -0.3984
        },
        {
          "name": "tau",
          "value": 4.2391
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2364
      },
      "coherence_score": 4.239116668701172,
      "coherence_diagnostics": {
        "tau": 4.239116668701172,
        "grad_tau": 1.254554033279419,
        "torsion": 0.0,
        "alignment": -0.39838552474975586,
        "S_field": 1.925168514251709,
        "Gamma_field": 0.19205240905284882,
        "S_over_Gamma": 10.02418327331543,
        "Da": 11.836174964904785,
        "E_coh": 0.936271071434021,
        "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": [
          [
            [
              -89.44,
              42.24
            ],
            [
              -89.41,
              42.24
            ],
            [
              -89.37,
              42.21
            ],
            [
              -89.31,
              42.18
            ],
            [
              -89.24,
              42.18
            ],
            [
              -89.22,
              42.19
            ],
            [
              -89.21,
              42.18
            ],
            [
              -89.17,
              42.17
            ],
            [
              -89.13,
              42.13
            ],
            [
              -89.13,
              42.11
            ],
            [
              -89.11,
              42.08
            ],
            [
              -89.1,
              42.01
            ],
            [
              -89.11,
              42.0
            ],
            [
              -89.14,
              42.0
            ],
            [
              -89.16,
              42.01
            ],
            [
              -89.21,
              42.08
            ],
            [
              -89.25,
              42.09
            ],
            [
              -89.26,
              42.1
            ],
            [
              -89.3,
              42.1
            ],
            [
              -89.31,
              42.11
            ],
            [
              -89.45,
              42.11
            ],
            [
              -89.47,
              42.13
            ],
            [
              -89.47,
              42.19
            ],
            [
              -89.45,
              42.21
            ],
            [
              -89.45,
              42.23
            ],
            [
              -89.44,
              42.24
            ]
          ]
        ]
      },
      "raw_probability": 0.2364,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "5a30931d79d6062f51dcc60718cc4272f3104553b5f6d10b2ae02668e88b298c",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.2364,
        "probability": 0.002245,
        "confidence_lo": 0.002216,
        "confidence_hi": 0.002245,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ffa62865f436a1d8aa452fa4a15389ad34b4e12def72fa3cb0c3e24e7dccde29",
        "signature": {
          "alg": "ed25519",
          "sig": "3538c65d103e922e6436441c0099d92b064f8d1d2e740baa789b4d8d92b793361e5089a552740c713f46f920bc4c976b18710d95fb92b599fe78ad59de1da004"
        }
      },
      "receipt_sha256": "ffa62865f436a1d8aa452fa4a15389ad34b4e12def72fa3cb0c3e24e7dccde29"
    },
    {
      "storm_id": "383130",
      "lat": 48.1036,
      "lon": -73.1614,
      "motion_east": 8.6,
      "motion_south": 1.8,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1145.0,
      "ebshear": 31.0,
      "srh01": 70.0,
      "maxllaz": 0.002,
      "mesh": 0.3,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 70.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.8937
        },
        {
          "name": "alignment",
          "value": -2.4068
        },
        {
          "name": "tau",
          "value": 0.6583
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2344
      },
      "coherence_score": 0.6582637429237366,
      "coherence_diagnostics": {
        "tau": 0.6582637429237366,
        "grad_tau": 0.5367193222045898,
        "torsion": 0.0,
        "alignment": -2.4067535400390625,
        "S_field": 0.42506763339042664,
        "Gamma_field": 0.17371907830238342,
        "S_over_Gamma": 2.4468679428100586,
        "Da": 10.512961387634277,
        "E_coh": 0.7072598338127136,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -73.14,
              48.14
            ],
            [
              -73.12,
              48.13
            ],
            [
              -73.12,
              48.11
            ],
            [
              -73.13,
              48.11
            ],
            [
              -73.15,
              48.09
            ],
            [
              -73.15,
              48.07
            ],
            [
              -73.16,
              48.06
            ],
            [
              -73.2,
              48.06
            ],
            [
              -73.21,
              48.07
            ],
            [
              -73.2,
              48.09
            ],
            [
              -73.2,
              48.12
            ],
            [
              -73.19,
              48.13
            ],
            [
              -73.15,
              48.13
            ],
            [
              -73.14,
              48.14
            ]
          ]
        ]
      },
      "raw_probability": 0.2344,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "c5a4ae8e10ff4824711ce7dc5b759e9dd379fbaf489b68ff1a445338a1b37ca6",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.2344,
        "probability": 0.002245,
        "confidence_lo": 0.002216,
        "confidence_hi": 0.002245,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a64aa9a9b01633398ffca7c5110b97b39519f4bbe8e4a84e1badf78052f9c764",
        "signature": {
          "alg": "ed25519",
          "sig": "52405a7512c3f817e51a97a500165546faab5f4e1ba648f9be059e545801064c71b785054036ba8234e909a1ca99179c3aebb1d8ec68faebccb3b864313e4d08"
        }
      },
      "receipt_sha256": "a64aa9a9b01633398ffca7c5110b97b39519f4bbe8e4a84e1badf78052f9c764"
    },
    {
      "storm_id": "384086",
      "lat": 42.4486,
      "lon": -73.8371,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2449.0,
      "ebshear": 35.0,
      "srh01": 83.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 83.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.5187
        },
        {
          "name": "alignment",
          "value": -5.2871
        },
        {
          "name": "tau",
          "value": 1.8103
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2288
      },
      "coherence_score": 1.810253381729126,
      "coherence_diagnostics": {
        "tau": 1.810253381729126,
        "grad_tau": 0.17674024403095245,
        "torsion": 0.0,
        "alignment": -5.287134170532227,
        "S_field": 0.41402551531791687,
        "Gamma_field": 0.26705241203308105,
        "S_over_Gamma": 1.5503530502319336,
        "Da": 15.278863906860352,
        "E_coh": 0.6720832586288452,
        "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": [
          [
            [
              -73.85,
              42.48
            ],
            [
              -73.8,
              42.47
            ],
            [
              -73.8,
              42.41
            ],
            [
              -73.84,
              42.41
            ],
            [
              -73.86,
              42.42
            ],
            [
              -73.86,
              42.47
            ],
            [
              -73.85,
              42.48
            ]
          ]
        ]
      },
      "raw_probability": 0.2288,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "fc09388edeb86389fcc6b8885dcd9b362ee49a0aff50a4e98fc2694d078fd59d",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.2288,
        "probability": 0.002245,
        "confidence_lo": 0.002216,
        "confidence_hi": 0.002245,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "663672bf742f0af74c867b0e254616e6a125e2e33abf36dcc8fae220cb8ad257",
        "signature": {
          "alg": "ed25519",
          "sig": "87cb83fe254a7c6f30e48a0d22b2e9b95695539b05f1a7184b3085a0aff2f7b0b2702ead461582fb89f270b0b70caa4c53cf9edbf4ea435b2b8b1c8e31d6760e"
        }
      },
      "receipt_sha256": "663672bf742f0af74c867b0e254616e6a125e2e33abf36dcc8fae220cb8ad257"
    },
    {
      "storm_id": "383862",
      "lat": 46.194,
      "lon": -78.5147,
      "motion_east": 7.2,
      "motion_south": 6.6,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1804.0,
      "ebshear": 33.0,
      "srh01": 50.0,
      "maxllaz": 0.002,
      "mesh": 0.61,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.3937
        },
        {
          "name": "alignment",
          "value": 6.4642
        },
        {
          "name": "tau",
          "value": 1.9065
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2276
      },
      "coherence_score": 1.9065083265304565,
      "coherence_diagnostics": {
        "tau": 1.9065083265304565,
        "grad_tau": 0.45995283126831055,
        "torsion": 0.0,
        "alignment": 6.464179515838623,
        "S_field": 0.32100361585617065,
        "Gamma_field": 0.22538574039936066,
        "S_over_Gamma": 1.424241065979004,
        "Da": 12.711395263671875,
        "E_coh": 0.6686996221542358,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.53,
              46.24
            ],
            [
              -78.45,
              46.23
            ],
            [
              -78.43,
              46.21
            ],
            [
              -78.43,
              46.17
            ],
            [
              -78.44,
              46.16
            ],
            [
              -78.46,
              46.16
            ],
            [
              -78.47,
              46.17
            ],
            [
              -78.54,
              46.17
            ],
            [
              -78.55,
              46.16
            ],
            [
              -78.58,
              46.16
            ],
            [
              -78.6,
              46.18
            ],
            [
              -78.6,
              46.2
            ],
            [
              -78.57,
              46.23
            ],
            [
              -78.54,
              46.23
            ],
            [
              -78.53,
              46.24
            ]
          ]
        ]
      },
      "raw_probability": 0.2276,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "3a7c9bf9724eeb572b120ebcc51c7eeff344f54ea667e7938306723ecd33069d",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.2276,
        "probability": 0.002245,
        "confidence_lo": 0.002216,
        "confidence_hi": 0.002245,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d8e47b383c0307685281ab5d8018c60aa7a14071543c67aaedb75140742a46e7",
        "signature": {
          "alg": "ed25519",
          "sig": "7d306e841bec2eac4e1bb2b12edc3b5f61e359b2c37222d977962797eb21d131063a42af4b89b5520a31b711e11cdb1c482c37cf1979af37c6ea418c15c20300"
        }
      },
      "receipt_sha256": "d8e47b383c0307685281ab5d8018c60aa7a14071543c67aaedb75140742a46e7"
    },
    {
      "storm_id": "383994",
      "lat": 47.9626,
      "lon": -74.0805,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1277.0,
      "ebshear": 29.0,
      "srh01": 53.0,
      "maxllaz": 0.001,
      "mesh": 0.31,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.2687
        },
        {
          "name": "alignment",
          "value": -4.2806
        },
        {
          "name": "tau",
          "value": 1.2651
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2261
      },
      "coherence_score": 1.2650929689407349,
      "coherence_diagnostics": {
        "tau": 1.2650929689407349,
        "grad_tau": 0.4100393056869507,
        "torsion": 0.0,
        "alignment": -4.280563831329346,
        "S_field": 0.6863912343978882,
        "Gamma_field": 0.1937190741300583,
        "S_over_Gamma": 3.5432300567626953,
        "Da": 11.899375915527344,
        "E_coh": 0.7186530828475952,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.15,
              48.04
            ],
            [
              -74.11,
              48.04
            ],
            [
              -74.09,
              48.0
            ],
            [
              -74.07,
              47.98
            ],
            [
              -74.05,
              47.98
            ],
            [
              -74.04,
              47.99
            ],
            [
              -73.96,
              47.98
            ],
            [
              -73.95,
              47.97
            ],
            [
              -73.95,
              47.92
            ],
            [
              -73.96,
              47.91
            ],
            [
              -74.02,
              47.91
            ],
            [
              -74.04,
              47.92
            ],
            [
              -74.08,
              47.97
            ],
            [
              -74.09,
              47.97
            ],
            [
              -74.16,
              47.9
            ],
            [
              -74.2,
              47.89
            ],
            [
              -74.23,
              47.92
            ],
            [
              -74.23,
              47.96
            ],
            [
              -74.15,
              48.04
            ]
          ]
        ]
      },
      "raw_probability": 0.2261,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "eb9dc4b13d40cd6fd70336c3dc4639fcab1cc96c51e76cbb99ac0fd38bd01d01",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.2261,
        "probability": 0.002245,
        "confidence_lo": 0.002216,
        "confidence_hi": 0.002245,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3edae1579dcd13a965b78abd02d49d687a40b2a792256e49b4259ffc777532bb",
        "signature": {
          "alg": "ed25519",
          "sig": "85b434b5e40bdf5f31d852c42a87e9a7c30f28e0342b342c20810ed659503f34015def59e04b3bf5c38f347fecdf405497f1c3f379e6feb3d59ace5e9f05c401"
        }
      },
      "receipt_sha256": "3edae1579dcd13a965b78abd02d49d687a40b2a792256e49b4259ffc777532bb"
    },
    {
      "storm_id": "383584",
      "lat": 47.9155,
      "lon": -75.4191,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1371.0,
      "ebshear": 30.0,
      "srh01": 43.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.7687
        },
        {
          "name": "alignment",
          "value": -6.944
        },
        {
          "name": "tau",
          "value": 1.4125
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2226
      },
      "coherence_score": 1.4124858379364014,
      "coherence_diagnostics": {
        "tau": 1.4124858379364014,
        "grad_tau": 0.5474056005477905,
        "torsion": 0.0,
        "alignment": -6.944016933441162,
        "S_field": 0.5546729564666748,
        "Gamma_field": 0.18288573622703552,
        "S_over_Gamma": 3.032893419265747,
        "Da": 11.034821510314941,
        "E_coh": 0.6991308927536011,
        "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": [
          [
            [
              -75.43,
              47.95
            ],
            [
              -75.38,
              47.94
            ],
            [
              -75.35,
              47.91
            ],
            [
              -75.35,
              47.88
            ],
            [
              -75.37,
              47.86
            ],
            [
              -75.47,
              47.87
            ],
            [
              -75.47,
              47.91
            ],
            [
              -75.46,
              47.92
            ],
            [
              -75.46,
              47.94
            ],
            [
              -75.44,
              47.94
            ],
            [
              -75.43,
              47.95
            ]
          ]
        ]
      },
      "raw_probability": 0.2226,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "8ee0d6180829688f1b6e0f14e906da84d6048607804d45f68ecb9299849ec22a",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.2226,
        "probability": 0.002245,
        "confidence_lo": 0.002216,
        "confidence_hi": 0.002245,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a66c9955afd90d83df5968fa66150803b20b5c7ef6924908dde9e93522a30eed",
        "signature": {
          "alg": "ed25519",
          "sig": "5f7c3e80ca2ebdb05a6f6e03a6ad2db2213161a3c8bacf31afdc89cc1ad94d58f101387c1bf304eb8a6b2b77103ef501c6ace88c3ac18360c169826ca539fe00"
        }
      },
      "receipt_sha256": "a66c9955afd90d83df5968fa66150803b20b5c7ef6924908dde9e93522a30eed"
    },
    {
      "storm_id": "384080",
      "lat": 46.05,
      "lon": -78.56,
      "motion_east": 7.2,
      "motion_south": 6.6,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1687.0,
      "ebshear": 34.0,
      "srh01": 55.0,
      "maxllaz": 0.003,
      "mesh": 0.34,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.3937
        },
        {
          "name": "alignment",
          "value": 6.4642
        },
        {
          "name": "tau",
          "value": 1.9065
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2187
      },
      "coherence_score": 1.9065083265304565,
      "coherence_diagnostics": {
        "tau": 1.9065083265304565,
        "grad_tau": 0.45995283126831055,
        "torsion": 0.0,
        "alignment": 6.464179515838623,
        "S_field": 0.32100361585617065,
        "Gamma_field": 0.22538574039936066,
        "S_over_Gamma": 1.424241065979004,
        "Da": 12.711395263671875,
        "E_coh": 0.6686996221542358,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.58,
              46.08
            ],
            [
              -78.54,
              46.08
            ],
            [
              -78.52,
              46.06
            ],
            [
              -78.52,
              46.01
            ],
            [
              -78.56,
              46.0
            ],
            [
              -78.59,
              46.02
            ],
            [
              -78.59,
              46.07
            ],
            [
              -78.58,
              46.08
            ]
          ]
        ]
      },
      "raw_probability": 0.2187,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "f2334ae0360bf113185c84b5bd5624bf57380be83fd07e23cc5a16ad0a2c133e",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.2187,
        "probability": 0.002245,
        "confidence_lo": 0.002216,
        "confidence_hi": 0.002245,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f119eb6e4855721da9467044b7c300b81119e06a5c6d352589722198ffabbc09",
        "signature": {
          "alg": "ed25519",
          "sig": "956716f9d12b8208670beb874b9f036bf8a95c8e82e39f974f10604a0c07089f79ed55cbe1093583e822c8f25538748e057e7a160ed07d2a47b24664e0a65b0a"
        }
      },
      "receipt_sha256": "f119eb6e4855721da9467044b7c300b81119e06a5c6d352589722198ffabbc09"
    },
    {
      "storm_id": "384052",
      "lat": 47.1022,
      "lon": -76.1133,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1178.0,
      "ebshear": 37.0,
      "srh01": 85.0,
      "maxllaz": 0.001,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 85.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.7687
        },
        {
          "name": "alignment",
          "value": -4.6531
        },
        {
          "name": "tau",
          "value": 1.8537
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2156
      },
      "coherence_score": 1.8537178039550781,
      "coherence_diagnostics": {
        "tau": 1.8537178039550781,
        "grad_tau": 0.36866581439971924,
        "torsion": 0.0,
        "alignment": -4.653090476989746,
        "S_field": 0.6494488716125488,
        "Gamma_field": 0.1937190741300583,
        "S_over_Gamma": 3.352529287338257,
        "Da": 12.365079879760742,
        "E_coh": 0.8061885237693787,
        "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": [
          [
            [
              -76.11,
              47.14
            ],
            [
              -76.09,
              47.14
            ],
            [
              -76.08,
              47.12
            ],
            [
              -76.08,
              47.08
            ],
            [
              -76.11,
              47.06
            ],
            [
              -76.14,
              47.06
            ],
            [
              -76.15,
              47.07
            ],
            [
              -76.15,
              47.11
            ],
            [
              -76.11,
              47.14
            ]
          ]
        ]
      },
      "raw_probability": 0.2156,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "bb52ec380fe25de1d02653bdbc4aac7f913d9dab537d7d52f567a77c87c4f019",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.2156,
        "probability": 0.002245,
        "confidence_lo": 0.002216,
        "confidence_hi": 0.002245,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1919b363eaf9b231b714845383084674b69e71e9fcfe3974b7987ba1204a4663",
        "signature": {
          "alg": "ed25519",
          "sig": "010aaaa9632c8e709406640ea101b693c7e0cc46fc6a31f1572cc42eaf1bd55cacc4301d9b7030efd3cded8da8f94cd3854e004a33a9f2ae37a2220d9650de0f"
        }
      },
      "receipt_sha256": "1919b363eaf9b231b714845383084674b69e71e9fcfe3974b7987ba1204a4663"
    },
    {
      "storm_id": "383056",
      "lat": 45.2629,
      "lon": -73.6354,
      "motion_east": 8.8,
      "motion_south": 3.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1609.0,
      "ebshear": 47.0,
      "srh01": 53.0,
      "maxllaz": 0.003,
      "mesh": 0.03,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.6437
        },
        {
          "name": "alignment",
          "value": -1.4227
        },
        {
          "name": "tau",
          "value": 1.7928
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2119
      },
      "coherence_score": 1.792813777923584,
      "coherence_diagnostics": {
        "tau": 1.792813777923584,
        "grad_tau": 0.32585421204566956,
        "torsion": 0.0,
        "alignment": -1.42271089553833,
        "S_field": 0.550392746925354,
        "Gamma_field": 0.31788575649261475,
        "S_over_Gamma": 1.7314168214797974,
        "Da": 19.325958251953125,
        "E_coh": 0.7207061648368835,
        "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": [
          [
            [
              -73.55,
              45.33
            ],
            [
              -73.52,
              45.33
            ],
            [
              -73.48,
              45.31
            ],
            [
              -73.47,
              45.3
            ],
            [
              -73.47,
              45.26
            ],
            [
              -73.49,
              45.24
            ],
            [
              -73.55,
              45.23
            ],
            [
              -73.59,
              45.21
            ],
            [
              -73.61,
              45.19
            ],
            [
              -73.63,
              45.19
            ],
            [
              -73.64,
              45.18
            ],
            [
              -73.68,
              45.18
            ],
            [
              -73.69,
              45.19
            ],
            [
              -73.69,
              45.21
            ],
            [
              -73.72,
              45.24
            ],
            [
              -73.78,
              45.25
            ],
            [
              -73.82,
              45.27
            ],
            [
              -73.82,
              45.29
            ],
            [
              -73.8,
              45.3
            ],
            [
              -73.72,
              45.31
            ],
            [
              -73.7,
              45.29
            ],
            [
              -73.7,
              45.27
            ],
            [
              -73.69,
              45.26
            ],
            [
              -73.67,
              45.26
            ],
            [
              -73.62,
              45.3
            ],
            [
              -73.58,
              45.32
            ],
            [
              -73.56,
              45.32
            ],
            [
              -73.55,
              45.33
            ]
          ]
        ]
      },
      "raw_probability": 0.2119,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "6eaea93292e579784f35078aba1c172b89d1e6fee1e49c51f9396179cc58b942",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.2119,
        "probability": 0.002245,
        "confidence_lo": 0.002216,
        "confidence_hi": 0.002245,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "627399e56c74f29233abd116302b8ffe823db951a30851d7028292f4bae2cd59",
        "signature": {
          "alg": "ed25519",
          "sig": "f911454f033fc01eb579205f9c5bf04d456eb340df215bc1e9adff2a557664589340f094342e7fa550f3e24c3fc2410bcee9c14e50f884e92e5d3c1870937d02"
        }
      },
      "receipt_sha256": "627399e56c74f29233abd116302b8ffe823db951a30851d7028292f4bae2cd59"
    },
    {
      "storm_id": "383134",
      "lat": 46.1428,
      "lon": -78.7583,
      "motion_east": 7.3,
      "motion_south": 6.8,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1576.0,
      "ebshear": 34.0,
      "srh01": 50.0,
      "maxllaz": 0.004,
      "mesh": 0.91,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.3937
        },
        {
          "name": "alignment",
          "value": 6.4642
        },
        {
          "name": "tau",
          "value": 1.9065
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.202
      },
      "coherence_score": 1.9065083265304565,
      "coherence_diagnostics": {
        "tau": 1.9065083265304565,
        "grad_tau": 0.45995283126831055,
        "torsion": 0.0,
        "alignment": 6.464179515838623,
        "S_field": 0.32100361585617065,
        "Gamma_field": 0.22538574039936066,
        "S_over_Gamma": 1.424241065979004,
        "Da": 12.711395263671875,
        "E_coh": 0.6686996221542358,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.8,
              46.23
            ],
            [
              -78.76,
              46.21
            ],
            [
              -78.72,
              46.22
            ],
            [
              -78.71,
              46.23
            ],
            [
              -78.69,
              46.23
            ],
            [
              -78.66,
              46.21
            ],
            [
              -78.66,
              46.11
            ],
            [
              -78.67,
              46.1
            ],
            [
              -78.67,
              46.08
            ],
            [
              -78.72,
              46.04
            ],
            [
              -78.79,
              46.04
            ],
            [
              -78.8,
              46.05
            ],
            [
              -78.82,
              46.05
            ],
            [
              -78.85,
              46.08
            ],
            [
              -78.85,
              46.12
            ],
            [
              -78.84,
              46.13
            ],
            [
              -78.84,
              46.21
            ],
            [
              -78.8,
              46.23
            ]
          ]
        ]
      },
      "raw_probability": 0.202,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "4c0046d101a6a4740766396f35e1f2a1d41c540b8a0f85ffecf6991181ff24a6",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.202,
        "probability": 0.002245,
        "confidence_lo": 0.002216,
        "confidence_hi": 0.002245,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "eb450fbc83eebf4760decf5262f2a505acce4f208739a3a8da57a1da97dd8263",
        "signature": {
          "alg": "ed25519",
          "sig": "1d343dd27c23664f2682b816047e6394bf50fb100fd3b7fabee4bc224eeb1357e59a2da5faff1dc09d73f5e2a924a177c80f9da11c0d869a3dd58e0f6d69a60b"
        }
      },
      "receipt_sha256": "eb450fbc83eebf4760decf5262f2a505acce4f208739a3a8da57a1da97dd8263"
    },
    {
      "storm_id": "384022",
      "lat": 37.113,
      "lon": -78.56,
      "motion_east": 8.8,
      "motion_south": 5.7,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1678.0,
      "ebshear": 27.0,
      "srh01": 45.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.5187
        },
        {
          "name": "alignment",
          "value": -3.1969
        },
        {
          "name": "tau",
          "value": 3.7024
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2008
      },
      "coherence_score": 3.702394485473633,
      "coherence_diagnostics": {
        "tau": 3.702394485473633,
        "grad_tau": 0.38214704394340515,
        "torsion": 0.0,
        "alignment": -3.19690203666687,
        "S_field": 0.4898875057697296,
        "Gamma_field": 0.2678857445716858,
        "S_over_Gamma": 1.8287180662155151,
        "Da": 16.46902847290039,
        "E_coh": 0.8356242179870605,
        "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": [
          [
            [
              -78.58,
              37.15
            ],
            [
              -78.55,
              37.15
            ],
            [
              -78.53,
              37.14
            ],
            [
              -78.51,
              37.11
            ],
            [
              -78.51,
              37.08
            ],
            [
              -78.55,
              37.05
            ],
            [
              -78.58,
              37.06
            ],
            [
              -78.61,
              37.1
            ],
            [
              -78.6,
              37.14
            ],
            [
              -78.58,
              37.15
            ]
          ]
        ]
      },
      "raw_probability": 0.2008,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "0e69948a5493e6526c81b67e194df786ddab087167a5dd67a8e9e0b47b8bd9ed",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.2008,
        "probability": 0.002245,
        "confidence_lo": 0.002216,
        "confidence_hi": 0.002245,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "aca7465dbbd5ca75cedc9c36d8a66780318c75f79af9a2957be6b658a2bc5b12",
        "signature": {
          "alg": "ed25519",
          "sig": "544ebff1dd1dcee0a11eb78f7c99640d0b9a290c5cbe58b78976b210a99389e9d790201e3c53b4374bca067b6318fc702ab5855ee2324defcbb217b9139aa901"
        }
      },
      "receipt_sha256": "aca7465dbbd5ca75cedc9c36d8a66780318c75f79af9a2957be6b658a2bc5b12"
    },
    {
      "storm_id": "383841",
      "lat": 33.1904,
      "lon": -79.0948,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3157.0,
      "ebshear": 28.0,
      "srh01": 108.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 108.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.3937
        },
        {
          "name": "alignment",
          "value": 1.7744
        },
        {
          "name": "tau",
          "value": 3.4878
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2002
      },
      "coherence_score": 3.4877796173095703,
      "coherence_diagnostics": {
        "tau": 3.4877796173095703,
        "grad_tau": 0.07893311977386475,
        "torsion": 0.0,
        "alignment": 1.774429440498352,
        "S_field": 1.2185887098312378,
        "Gamma_field": 0.24788574874401093,
        "S_over_Gamma": 4.915928840637207,
        "Da": 15.122701644897461,
        "E_coh": 0.9735830426216125,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.04,
              33.31
            ],
            [
              -79.02,
              33.31
            ],
            [
              -78.98,
              33.29
            ],
            [
              -78.98,
              33.28
            ],
            [
              -78.96,
              33.26
            ],
            [
              -78.96,
              33.23
            ],
            [
              -78.98,
              33.19
            ],
            [
              -78.98,
              33.14
            ],
            [
              -78.99,
              33.12
            ],
            [
              -79.03,
              33.12
            ],
            [
              -79.06,
              33.09
            ],
            [
              -79.1,
              33.07
            ],
            [
              -79.15,
              33.07
            ],
            [
              -79.16,
              33.08
            ],
            [
              -79.22,
              33.09
            ],
            [
              -79.23,
              33.1
            ],
            [
              -79.26,
              33.1
            ],
            [
              -79.27,
              33.11
            ],
            [
              -79.27,
              33.17
            ],
            [
              -79.24,
              33.21
            ],
            [
              -79.18,
              33.22
            ],
            [
              -79.12,
              33.29
            ],
            [
              -79.1,
              33.3
            ],
            [
              -79.05,
              33.3
            ],
            [
              -79.04,
              33.31
            ]
          ]
        ]
      },
      "raw_probability": 0.2002,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "6354f2cbff7c9d2878a2b8cd2ee02d5bff15f253f0538ffdf49be46925a03bce",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.2002,
        "probability": 0.002245,
        "confidence_lo": 0.002216,
        "confidence_hi": 0.002245,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b42956f2c6ff346cbca75289f0eb4ca4f2892b1939f8d5d4d65af9a7eab76b63",
        "signature": {
          "alg": "ed25519",
          "sig": "61b3dfa34b3c144328a6996905fe1f5fdf508c3f76989a64a3ff9adc64e0c95cf1053a474a1bc1a76232d16411d93f2efeb82812a9b5fd7ac48e4cce38574c0f"
        }
      },
      "receipt_sha256": "b42956f2c6ff346cbca75289f0eb4ca4f2892b1939f8d5d4d65af9a7eab76b63"
    },
    {
      "storm_id": "381562",
      "lat": 42.4237,
      "lon": -73.94,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2585.0,
      "ebshear": 36.0,
      "srh01": 89.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 89.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.5187
        },
        {
          "name": "alignment",
          "value": -5.2871
        },
        {
          "name": "tau",
          "value": 1.8103
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1996
      },
      "coherence_score": 1.810253381729126,
      "coherence_diagnostics": {
        "tau": 1.810253381729126,
        "grad_tau": 0.17674024403095245,
        "torsion": 0.0,
        "alignment": -5.287134170532227,
        "S_field": 0.41402551531791687,
        "Gamma_field": 0.26705241203308105,
        "S_over_Gamma": 1.5503530502319336,
        "Da": 15.278863906860352,
        "E_coh": 0.6720832586288452,
        "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": 6,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -73.97,
              42.45
            ],
            [
              -73.91,
              42.45
            ],
            [
              -73.9,
              42.44
            ],
            [
              -73.9,
              42.42
            ],
            [
              -73.94,
              42.39
            ],
            [
              -73.96,
              42.39
            ],
            [
              -73.97,
              42.4
            ],
            [
              -73.97,
              42.45
            ]
          ]
        ]
      },
      "raw_probability": 0.1996,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "3a781be93bbd7e2663d26e25a97c91a1e2f1158b64bd9150ba814419a80d2610",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.1996,
        "probability": 0.002245,
        "confidence_lo": 0.002216,
        "confidence_hi": 0.002245,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3d832af975b46066e4d58083dea99d1222689666c13957a979a7d6e8ee2962ff",
        "signature": {
          "alg": "ed25519",
          "sig": "72b5228039e31181e4c19c375b41b37fe1c4de344356cda15468b6bee6498e0b2815558bdaaf74d4e779fb6d241e93aeb0613b350a0fc15a776d55a9317b780c"
        }
      },
      "receipt_sha256": "3d832af975b46066e4d58083dea99d1222689666c13957a979a7d6e8ee2962ff"
    },
    {
      "storm_id": "383799",
      "lat": 37.0643,
      "lon": -78.3452,
      "motion_east": 9.5,
      "motion_south": 6.5,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1870.0,
      "ebshear": 28.0,
      "srh01": 48.0,
      "maxllaz": 0.003,
      "mesh": 0.22,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 48.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.5187
        },
        {
          "name": "alignment",
          "value": -3.1969
        },
        {
          "name": "tau",
          "value": 3.7024
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1945
      },
      "coherence_score": 3.702394485473633,
      "coherence_diagnostics": {
        "tau": 3.702394485473633,
        "grad_tau": 0.38214704394340515,
        "torsion": 0.0,
        "alignment": -3.19690203666687,
        "S_field": 0.4898875057697296,
        "Gamma_field": 0.2678857445716858,
        "S_over_Gamma": 1.8287180662155151,
        "Da": 16.46902847290039,
        "E_coh": 0.8356242179870605,
        "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": [
          [
            [
              -78.38,
              37.16
            ],
            [
              -78.32,
              37.16
            ],
            [
              -78.31,
              37.15
            ],
            [
              -78.3,
              37.07
            ],
            [
              -78.28,
              37.05
            ],
            [
              -78.25,
              37.05
            ],
            [
              -78.26,
              37.04
            ],
            [
              -78.26,
              36.99
            ],
            [
              -78.29,
              36.99
            ],
            [
              -78.3,
              37.01
            ],
            [
              -78.31,
              36.99
            ],
            [
              -78.33,
              37.0
            ],
            [
              -78.4,
              37.0
            ],
            [
              -78.41,
              37.01
            ],
            [
              -78.41,
              37.03
            ],
            [
              -78.42,
              37.04
            ],
            [
              -78.42,
              37.08
            ],
            [
              -78.41,
              37.09
            ],
            [
              -78.41,
              37.13
            ],
            [
              -78.4,
              37.15
            ],
            [
              -78.38,
              37.16
            ]
          ]
        ]
      },
      "raw_probability": 0.1945,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "0a57c35466aa461b628745cb8419eecd2b3fc508d5dd40388a0e0dbea570bdde",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.1945,
        "probability": 0.002245,
        "confidence_lo": 0.002216,
        "confidence_hi": 0.002245,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "99d191504a248014e1baf3a1060352c625315d4a194ba63d89c2b47158479cae",
        "signature": {
          "alg": "ed25519",
          "sig": "a4decc72204dfba088340367fe0004fc2456317c53349d967688b76dfde4e92244703b7427191a922bc9cb295754199569e4346f052239b57401c614824ee004"
        }
      },
      "receipt_sha256": "99d191504a248014e1baf3a1060352c625315d4a194ba63d89c2b47158479cae"
    },
    {
      "storm_id": "383760",
      "lat": 46.1156,
      "lon": -78.9311,
      "motion_east": 7.2,
      "motion_south": 6.7,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1646.0,
      "ebshear": 34.0,
      "srh01": 50.0,
      "maxllaz": 0.001,
      "mesh": 0.22,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.3937
        },
        {
          "name": "alignment",
          "value": 6.4642
        },
        {
          "name": "tau",
          "value": 1.9065
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1942
      },
      "coherence_score": 1.9065083265304565,
      "coherence_diagnostics": {
        "tau": 1.9065083265304565,
        "grad_tau": 0.45995283126831055,
        "torsion": 0.0,
        "alignment": 6.464179515838623,
        "S_field": 0.32100361585617065,
        "Gamma_field": 0.22538574039936066,
        "S_over_Gamma": 1.424241065979004,
        "Da": 12.711395263671875,
        "E_coh": 0.6686996221542358,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.93,
              46.16
            ],
            [
              -78.89,
              46.11
            ],
            [
              -78.89,
              46.09
            ],
            [
              -78.91,
              46.07
            ],
            [
              -78.95,
              46.07
            ],
            [
              -78.97,
              46.1
            ],
            [
              -78.96,
              46.14
            ],
            [
              -78.95,
              46.14
            ],
            [
              -78.93,
              46.16
            ]
          ]
        ]
      },
      "raw_probability": 0.1942,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "ef905c663e1ff69b0caa17bb3d82cc424e18b920570fa834c673e4927ee60fb9",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.1942,
        "probability": 0.002245,
        "confidence_lo": 0.002216,
        "confidence_hi": 0.002245,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "683d7c705b249280b39131ee03665c3c0080fa3334be21625480e08801c18d42",
        "signature": {
          "alg": "ed25519",
          "sig": "6edba14c26ace78698cd3601a5599fd1a3fb4a1538876d3c1aa40d3e720ad0c0e2aaad85961390d8b36d10eb0950a4d3f0149e086dc594253b3855af942f8305"
        }
      },
      "receipt_sha256": "683d7c705b249280b39131ee03665c3c0080fa3334be21625480e08801c18d42"
    },
    {
      "storm_id": "383652",
      "lat": 44.1367,
      "lon": -78.5817,
      "motion_east": 7.6,
      "motion_south": 0.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2379.0,
      "ebshear": 40.0,
      "srh01": 35.0,
      "maxllaz": 0.013,
      "mesh": 1.0,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.2687
        },
        {
          "name": "alignment",
          "value": 1.5301
        },
        {
          "name": "tau",
          "value": 2.4479
        },
        {
          "name": "maxllaz",
          "value": 0.013
        }
      ],
      "model_scores": {
        "gbt_prob": 0.186
      },
      "coherence_score": 2.447946071624756,
      "coherence_diagnostics": {
        "tau": 2.447946071624756,
        "grad_tau": 0.20514044165611267,
        "torsion": 0.0,
        "alignment": 1.5300675630569458,
        "S_field": 0.6253772974014282,
        "Gamma_field": 0.29705241322517395,
        "S_over_Gamma": 2.105275869369507,
        "Da": 16.76230239868164,
        "E_coh": 0.7509113550186157,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.66,
              44.2
            ],
            [
              -78.58,
              44.2
            ],
            [
              -78.56,
              44.19
            ],
            [
              -78.5,
              44.13
            ],
            [
              -78.5,
              44.11
            ],
            [
              -78.48,
              44.09
            ],
            [
              -78.48,
              44.06
            ],
            [
              -78.58,
              44.06
            ],
            [
              -78.64,
              44.09
            ],
            [
              -78.67,
              44.12
            ],
            [
              -78.67,
              44.19
            ],
            [
              -78.66,
              44.2
            ]
          ]
        ]
      },
      "raw_probability": 0.186,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "a8f90bc559d40c491eee6a7cd35b71f3395ab794168cfebecc60cf1fa829dea4",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.186,
        "probability": 0.002245,
        "confidence_lo": 0.002216,
        "confidence_hi": 0.002245,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a3249335eabf691c1b378c01a00708392b60e5852dcb699645fe3714914e67ff",
        "signature": {
          "alg": "ed25519",
          "sig": "9a3c0b3d0fe5e502866ef884a44119d025dcfd26906c65885b329104923a9524c48413dd727c3f1ea6ab1cf8bfd67aaeb204efb6de086d9a9c833c86708c9009"
        }
      },
      "receipt_sha256": "a3249335eabf691c1b378c01a00708392b60e5852dcb699645fe3714914e67ff"
    },
    {
      "storm_id": "383545",
      "lat": 45.0492,
      "lon": -73.882,
      "motion_east": 8.2,
      "motion_south": 1.7,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1266.0,
      "ebshear": 44.0,
      "srh01": 40.0,
      "maxllaz": 0.007,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.7687
        },
        {
          "name": "alignment",
          "value": -2.2668
        },
        {
          "name": "tau",
          "value": 1.7562
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1854
      },
      "coherence_score": 1.7561798095703125,
      "coherence_diagnostics": {
        "tau": 1.7561798095703125,
        "grad_tau": 0.4284312427043915,
        "torsion": 0.0,
        "alignment": -2.2668004035949707,
        "S_field": 0.3441135287284851,
        "Gamma_field": 0.3187190890312195,
        "S_over_Gamma": 1.0796765089035034,
        "Da": 19.381616592407227,
        "E_coh": 0.4627702236175537,
        "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": [
          [
            [
              -73.94,
              45.16
            ],
            [
              -73.87,
              45.16
            ],
            [
              -73.84,
              45.14
            ],
            [
              -73.82,
              45.14
            ],
            [
              -73.78,
              45.1
            ],
            [
              -73.77,
              45.08
            ],
            [
              -73.77,
              45.05
            ],
            [
              -73.79,
              45.02
            ],
            [
              -73.83,
              45.01
            ],
            [
              -73.84,
              45.0
            ],
            [
              -73.87,
              45.0
            ],
            [
              -73.89,
              44.98
            ],
            [
              -73.89,
              44.93
            ],
            [
              -73.9,
              44.92
            ],
            [
              -73.93,
              44.93
            ],
            [
              -73.92,
              44.95
            ],
            [
              -73.92,
              44.99
            ],
            [
              -73.9,
              45.01
            ],
            [
              -73.9,
              45.02
            ],
            [
              -73.93,
              45.04
            ],
            [
              -73.95,
              45.08
            ],
            [
              -73.95,
              45.1
            ],
            [
              -73.96,
              45.11
            ],
            [
              -73.95,
              45.15
            ],
            [
              -73.94,
              45.16
            ]
          ]
        ]
      },
      "raw_probability": 0.1854,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "c25fb70a1f8ae4cefa3ae9c9a61d047f95bef0b7e96e8a36047340d2a90d060e",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.1854,
        "probability": 0.002245,
        "confidence_lo": 0.002216,
        "confidence_hi": 0.002245,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "428a71476df0b7247549b38b2a053a8de38e20d55bbd8a5015698a6d84509974",
        "signature": {
          "alg": "ed25519",
          "sig": "d1853bee1e76eff91f638cff3a04fb3acacbf16d959f86043090c2b87357920843793e723835a7c6c326650450ca89a4b5ca4bd30b84d2da7fccd9f46af89709"
        }
      },
      "receipt_sha256": "428a71476df0b7247549b38b2a053a8de38e20d55bbd8a5015698a6d84509974"
    },
    {
      "storm_id": "383996",
      "lat": 44.5336,
      "lon": -74.4127,
      "motion_east": 3.8,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 832.0,
      "ebshear": 35.0,
      "srh01": 42.0,
      "maxllaz": 0.003,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.7687
        },
        {
          "name": "alignment",
          "value": -1.4335
        },
        {
          "name": "tau",
          "value": 2.2614
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1841
      },
      "coherence_score": 2.2614076137542725,
      "coherence_diagnostics": {
        "tau": 2.2614076137542725,
        "grad_tau": 0.33842629194259644,
        "torsion": 0.0,
        "alignment": -1.4334862232208252,
        "S_field": 1.0412662029266357,
        "Gamma_field": 0.20871907472610474,
        "S_over_Gamma": 4.988840579986572,
        "Da": 12.796086311340332,
        "E_coh": 0.8570290207862854,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.46,
              44.58
            ],
            [
              -74.38,
              44.57
            ],
            [
              -74.34,
              44.54
            ],
            [
              -74.34,
              44.5
            ],
            [
              -74.35,
              44.49
            ],
            [
              -74.4,
              44.48
            ],
            [
              -74.42,
              44.5
            ],
            [
              -74.46,
              44.52
            ],
            [
              -74.46,
              44.55
            ],
            [
              -74.47,
              44.56
            ],
            [
              -74.46,
              44.58
            ]
          ]
        ]
      },
      "raw_probability": 0.1841,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "d61b316c33de9a20bf9b5fd2b8ef3d60efd756fb50710432c0db4d14faa4d40e",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.1841,
        "probability": 0.002245,
        "confidence_lo": 0.002216,
        "confidence_hi": 0.002245,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ffa14a9e6eba992352447c076463d6db009fa5dfca204afa3cc433b944ab3e32",
        "signature": {
          "alg": "ed25519",
          "sig": "58e246dba5ab1fe1504ac95658b992dedd9909ed0afbafa28f32c8a7a28e6989458d665a57db1d54a3ea2d481ac1c2706dccf1ceb4b4bee04bbaaad9b2946501"
        }
      },
      "receipt_sha256": "ffa14a9e6eba992352447c076463d6db009fa5dfca204afa3cc433b944ab3e32"
    },
    {
      "storm_id": "383661",
      "lat": 38.6664,
      "lon": -76.5223,
      "motion_east": 10.3,
      "motion_south": 2.3,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2678.0,
      "ebshear": 38.0,
      "srh01": 59.0,
      "maxllaz": 0.008,
      "mesh": 0.5,
      "flash_rate": 46.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 59.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.6437
        },
        {
          "name": "alignment",
          "value": 0.6799
        },
        {
          "name": "tau",
          "value": 2.6637
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1754
      },
      "coherence_score": 2.663736343383789,
      "coherence_diagnostics": {
        "tau": 2.663736343383789,
        "grad_tau": 0.5603610873222351,
        "torsion": 0.0,
        "alignment": 0.6799250245094299,
        "S_field": 0.7491728067398071,
        "Gamma_field": 0.37121909856796265,
        "S_over_Gamma": 2.018141984939575,
        "Da": 20.6543025970459,
        "E_coh": 0.9072173833847046,
        "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": [
          [
            [
              -76.27,
              38.91
            ],
            [
              -76.21,
              38.91
            ],
            [
              -76.19,
              38.89
            ],
            [
              -76.2,
              38.85
            ],
            [
              -76.23,
              38.82
            ],
            [
              -76.27,
              38.81
            ],
            [
              -76.28,
              38.8
            ],
            [
              -76.32,
              38.8
            ],
            [
              -76.37,
              38.76
            ],
            [
              -76.4,
              38.75
            ],
            [
              -76.43,
              38.72
            ],
            [
              -76.43,
              38.69
            ],
            [
              -76.46,
              38.65
            ],
            [
              -76.49,
              38.64
            ],
            [
              -76.51,
              38.62
            ],
            [
              -76.53,
              38.62
            ],
            [
              -76.56,
              38.59
            ],
            [
              -76.57,
              38.59
            ],
            [
              -76.62,
              38.54
            ],
            [
              -76.62,
              38.53
            ],
            [
              -76.65,
              38.5
            ],
            [
              -76.65,
              38.49
            ],
            [
              -76.69,
              38.47
            ],
            [
              -76.73,
              38.43
            ],
            [
              -76.77,
              38.41
            ],
            [
              -76.82,
              38.41
            ],
            [
              -76.85,
              38.43
            ],
            [
              -76.85,
              38.47
            ],
            [
              -76.81,
              38.5
            ],
            [
              -76.78,
              38.5
            ],
            [
              -76.72,
              38.57
            ],
            [
              -76.68,
              38.59
            ],
            [
              -76.66,
              38.59
            ],
            [
              -76.64,
              38.61
            ],
            [
              -76.64,
              38.64
            ],
            [
              -76.62,
              38.66
            ],
            [
              -76.62,
              38.67
            ],
            [
              -76.56,
              38.73
            ],
            [
              -76.54,
              38.74
            ],
            [
              -76.51,
              38.74
            ],
            [
              -76.5,
              38.75
            ],
            [
              -76.46,
              38.74
            ],
            [
              -76.42,
              38.78
            ],
            [
              -76.41,
              38.81
            ],
            [
              -76.39,
              38.82
            ],
            [
              -76.35,
              38.87
            ],
            [
              -76.27,
              38.91
            ]
          ]
        ]
      },
      "raw_probability": 0.1754,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "0aa3b8ed995bc89b6d21b9e420d47e8b6acb450e4e82a63d459f21bdf9c4733f",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.1754,
        "probability": 0.002245,
        "confidence_lo": 0.002216,
        "confidence_hi": 0.002245,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ad0d4c1df5f9535724e5c8c3c9033ee741e95d16bda5b38ed57429eb2a73047d",
        "signature": {
          "alg": "ed25519",
          "sig": "3f2487d38ed9a1c4738af231d07d1e26711ff732f8709d10ee10f8ff8c45f8186730bc9c858c61ac8aad3e4a23f2c7f96f378826e03652b652e6fc5df539f70e"
        }
      },
      "receipt_sha256": "ad0d4c1df5f9535724e5c8c3c9033ee741e95d16bda5b38ed57429eb2a73047d"
    },
    {
      "storm_id": "383911",
      "lat": 35.6489,
      "lon": -77.0856,
      "motion_east": 5.4,
      "motion_south": 0.4,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2841.0,
      "ebshear": 28.0,
      "srh01": 46.0,
      "maxllaz": 0.005,
      "mesh": 0.59,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 46.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.5187
        },
        {
          "name": "alignment",
          "value": -2.9118
        },
        {
          "name": "tau",
          "value": 3.4964
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1708
      },
      "coherence_score": 3.4963550567626953,
      "coherence_diagnostics": {
        "tau": 3.4963550567626953,
        "grad_tau": 0.1841355562210083,
        "torsion": 0.0,
        "alignment": -2.9118213653564453,
        "S_field": 1.1177603006362915,
        "Gamma_field": 0.31705242395401,
        "S_over_Gamma": 3.525474786758423,
        "Da": 19.680023193359375,
        "E_coh": 0.9399552345275879,
        "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": [
          [
            [
              -77.11,
              35.69
            ],
            [
              -77.05,
              35.69
            ],
            [
              -77.04,
              35.68
            ],
            [
              -77.04,
              35.61
            ],
            [
              -77.05,
              35.6
            ],
            [
              -77.11,
              35.6
            ],
            [
              -77.13,
              35.62
            ],
            [
              -77.13,
              35.66
            ],
            [
              -77.11,
              35.69
            ]
          ]
        ]
      },
      "raw_probability": 0.1708,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "b222494898e90637fe1f082735ebf9dbe553f4d22b7e4ef8d302c9723e6c4dfd",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.1708,
        "probability": 0.002245,
        "confidence_lo": 0.002216,
        "confidence_hi": 0.002245,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "38cb4ca0619cf8b46f7fb0c57af3e55c0a0866421f9171805df55039250d0cfd",
        "signature": {
          "alg": "ed25519",
          "sig": "d4d9759e8510b70b48212dd38c303c3c29a3262937bf591b9c05b621351b9aa3ede5296c4c28aaefdc7154afd8c96ed4630931428561fb7a3ab428f809b8450a"
        }
      },
      "receipt_sha256": "38cb4ca0619cf8b46f7fb0c57af3e55c0a0866421f9171805df55039250d0cfd"
    },
    {
      "storm_id": "382620",
      "lat": 30.6389,
      "lon": -90.8505,
      "motion_east": 0.0,
      "motion_south": -6.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3549.0,
      "ebshear": 14.0,
      "srh01": 60.0,
      "maxllaz": 0.004,
      "mesh": 0.15,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 60.0
        },
        {
          "name": "hrrr_pwat",
          "value": 62.5187
        },
        {
          "name": "alignment",
          "value": 1.9662
        },
        {
          "name": "tau",
          "value": 2.7977
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1665
      },
      "coherence_score": 2.7976953983306885,
      "coherence_diagnostics": {
        "tau": 2.7976953983306885,
        "grad_tau": 0.3726671636104584,
        "torsion": 0.0,
        "alignment": 1.9661672115325928,
        "S_field": 0.7398314476013184,
        "Gamma_field": 0.24371908605098724,
        "S_over_Gamma": 3.035590887069702,
        "Da": 14.565899848937988,
        "E_coh": 0.9228917360305786,
        "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": [
          [
            [
              -90.88,
              30.71
            ],
            [
              -90.84,
              30.71
            ],
            [
              -90.81,
              30.69
            ],
            [
              -90.77,
              30.69
            ],
            [
              -90.73,
              30.64
            ],
            [
              -90.73,
              30.62
            ],
            [
              -90.74,
              30.61
            ],
            [
              -90.81,
              30.61
            ],
            [
              -90.83,
              30.62
            ],
            [
              -90.85,
              30.6
            ],
            [
              -90.87,
              30.6
            ],
            [
              -90.91,
              30.55
            ],
            [
              -90.92,
              30.56
            ],
            [
              -90.92,
              30.6
            ],
            [
              -90.93,
              30.62
            ],
            [
              -90.91,
              30.65
            ],
            [
              -90.92,
              30.66
            ],
            [
              -90.91,
              30.69
            ],
            [
              -90.88,
              30.71
            ]
          ]
        ]
      },
      "raw_probability": 0.1665,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "0e6915b1e8822dc65906c4237ed3bd7fdc32187fc3cec564e6bfce3d8101f678",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.1665,
        "probability": 0.002245,
        "confidence_lo": 0.002216,
        "confidence_hi": 0.002245,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f9079e7e87c390353db9d9a77f8cda4c521dcedfcd2e2ee9523d3f922b3c0d8c",
        "signature": {
          "alg": "ed25519",
          "sig": "2ed832ed0d09b388c6468c71a42496ea5e64e8f4e645dcc337610ef85774428bc58a282e802c7c5cfdb90f200ac61f3fc5ea56c31d041e474a5da4802c6e290d"
        }
      },
      "receipt_sha256": "f9079e7e87c390353db9d9a77f8cda4c521dcedfcd2e2ee9523d3f922b3c0d8c"
    },
    {
      "storm_id": "384004",
      "lat": 35.397,
      "lon": -77.565,
      "motion_east": 4.3,
      "motion_south": 1.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3308.0,
      "ebshear": 30.0,
      "srh01": 96.0,
      "maxllaz": 0.003,
      "mesh": 0.3,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 96.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.5187
        },
        {
          "name": "alignment",
          "value": -2.9118
        },
        {
          "name": "tau",
          "value": 3.4964
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1648
      },
      "coherence_score": 3.4963550567626953,
      "coherence_diagnostics": {
        "tau": 3.4963550567626953,
        "grad_tau": 0.1841355562210083,
        "torsion": 0.0,
        "alignment": -2.9118213653564453,
        "S_field": 1.1177603006362915,
        "Gamma_field": 0.31705242395401,
        "S_over_Gamma": 3.525474786758423,
        "Da": 19.680023193359375,
        "E_coh": 0.9399552345275879,
        "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": [
          [
            [
              -77.61,
              35.45
            ],
            [
              -77.56,
              35.45
            ],
            [
              -77.52,
              35.42
            ],
            [
              -77.51,
              35.4
            ],
            [
              -77.51,
              35.37
            ],
            [
              -77.53,
              35.34
            ],
            [
              -77.59,
              35.35
            ],
            [
              -77.6,
              35.36
            ],
            [
              -77.61,
              35.38
            ],
            [
              -77.61,
              35.45
            ]
          ]
        ]
      },
      "raw_probability": 0.1648,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "9b366e5ce8f667bad613494ee04c0fc893d4f623d62550986c236fe365eb4c3f",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.1648,
        "probability": 0.002245,
        "confidence_lo": 0.002216,
        "confidence_hi": 0.002245,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "eacd4da237f503d87e4c5c9472114f6a8c6aa6a4c51f39e32b67c14724f415e0",
        "signature": {
          "alg": "ed25519",
          "sig": "313f3986198cf396a3da7811a7fd4e491e2143724560976241ad8d76c123bc2036ff169bf110a8e96b95e75bc73aee52c4398bfdb4a76400a5864ec58c92df0b"
        }
      },
      "receipt_sha256": "eacd4da237f503d87e4c5c9472114f6a8c6aa6a4c51f39e32b67c14724f415e0"
    },
    {
      "storm_id": "383371",
      "lat": 47.9926,
      "lon": -74.6337,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1107.0,
      "ebshear": 29.0,
      "srh01": 40.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.3937
        },
        {
          "name": "alignment",
          "value": -3.063
        },
        {
          "name": "tau",
          "value": 1.3635
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1572
      },
      "coherence_score": 1.363452672958374,
      "coherence_diagnostics": {
        "tau": 1.363452672958374,
        "grad_tau": 0.47837331891059875,
        "torsion": 0.0,
        "alignment": -3.0630123615264893,
        "S_field": 0.5947489142417908,
        "Gamma_field": 0.2053857445716858,
        "S_over_Gamma": 2.8957653045654297,
        "Da": 12.5659761428833,
        "E_coh": 0.7360620498657227,
        "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": [
          [
            [
              -74.64,
              48.04
            ],
            [
              -74.62,
              48.04
            ],
            [
              -74.6,
              48.02
            ],
            [
              -74.56,
              48.02
            ],
            [
              -74.55,
              48.01
            ],
            [
              -74.55,
              47.98
            ],
            [
              -74.57,
              47.97
            ],
            [
              -74.6,
              47.97
            ],
            [
              -74.61,
              47.96
            ],
            [
              -74.64,
              47.96
            ],
            [
              -74.66,
              47.98
            ],
            [
              -74.68,
              47.96
            ],
            [
              -74.68,
              47.95
            ],
            [
              -74.69,
              47.95
            ],
            [
              -74.7,
              47.96
            ],
            [
              -74.7,
              48.01
            ],
            [
              -74.69,
              48.02
            ],
            [
              -74.66,
              48.02
            ],
            [
              -74.64,
              48.04
            ]
          ]
        ]
      },
      "raw_probability": 0.1572,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "d1ddf56bf79dfc667320ca0e2c6d9c52b912ece6ac0115513ddce8fcc2b98c8b",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.1572,
        "probability": 0.002245,
        "confidence_lo": 0.002216,
        "confidence_hi": 0.002245,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "044d563e7a231f80003616b565319174bcd0d85523588738d88f31fad639a634",
        "signature": {
          "alg": "ed25519",
          "sig": "7644507f898b2863614ffa2174fd9c8bdfdddd4f76fdc34da5614795752db2aaab2e53393bd7f618d6ce1e258eeedb118fd3dde407ae3e78d8dadfb018aa7501"
        }
      },
      "receipt_sha256": "044d563e7a231f80003616b565319174bcd0d85523588738d88f31fad639a634"
    },
    {
      "storm_id": "383421",
      "lat": 39.7423,
      "lon": -75.77,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2257.0,
      "ebshear": 36.0,
      "srh01": 64.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 64.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.3937
        },
        {
          "name": "alignment",
          "value": 5.2949
        },
        {
          "name": "tau",
          "value": 1.5462
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1563
      },
      "coherence_score": 1.5461677312850952,
      "coherence_diagnostics": {
        "tau": 1.5461677312850952,
        "grad_tau": 0.5220746397972107,
        "torsion": 0.0,
        "alignment": 5.294911861419678,
        "S_field": 0.33821210265159607,
        "Gamma_field": 1.4745523929595947,
        "S_over_Gamma": 0.22936594486236572,
        "Da": 83.6652603149414,
        "E_coh": 0.24871505796909332,
        "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": [
          [
            [
              -75.79,
              39.78
            ],
            [
              -75.77,
              39.77
            ],
            [
              -75.77,
              39.75
            ],
            [
              -75.76,
              39.74
            ],
            [
              -75.74,
              39.74
            ],
            [
              -75.73,
              39.73
            ],
            [
              -75.73,
              39.71
            ],
            [
              -75.75,
              39.71
            ],
            [
              -75.76,
              39.72
            ],
            [
              -75.8,
              39.72
            ],
            [
              -75.81,
              39.73
            ],
            [
              -75.81,
              39.77
            ],
            [
              -75.79,
              39.78
            ]
          ]
        ]
      },
      "raw_probability": 0.1563,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "d02aee7451cf050637de7ffc90ca8ecdc12d3a01d16c2892d034e217455a40c7",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.1563,
        "probability": 0.002245,
        "confidence_lo": 0.002216,
        "confidence_hi": 0.002245,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "da1574022290eb79956d920003ad06ee40169ae4ce3c752eb02091d026e15edf",
        "signature": {
          "alg": "ed25519",
          "sig": "61142c9c1bf2361f4878de71a17e1482b0d3495210480382f0ef7c6dded7035fb226ddf5557dc62db5527312ad827f5e3b2cfeac6f821001d2ab280074c85a05"
        }
      },
      "receipt_sha256": "da1574022290eb79956d920003ad06ee40169ae4ce3c752eb02091d026e15edf"
    },
    {
      "storm_id": "382976",
      "lat": 47.934,
      "lon": -74.344,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1222.0,
      "ebshear": 29.0,
      "srh01": 48.0,
      "maxllaz": 0.001,
      "mesh": 0.13,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 48.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.3937
        },
        {
          "name": "alignment",
          "value": -3.063
        },
        {
          "name": "tau",
          "value": 1.3635
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1549
      },
      "coherence_score": 1.363452672958374,
      "coherence_diagnostics": {
        "tau": 1.363452672958374,
        "grad_tau": 0.47837331891059875,
        "torsion": 0.0,
        "alignment": -3.0630123615264893,
        "S_field": 0.5947489142417908,
        "Gamma_field": 0.2053857445716858,
        "S_over_Gamma": 2.8957653045654297,
        "Da": 12.5659761428833,
        "E_coh": 0.7360620498657227,
        "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": [
          [
            [
              -74.34,
              47.99
            ],
            [
              -74.28,
              47.96
            ],
            [
              -74.28,
              47.91
            ],
            [
              -74.29,
              47.9
            ],
            [
              -74.34,
              47.9
            ],
            [
              -74.35,
              47.91
            ],
            [
              -74.4,
              47.91
            ],
            [
              -74.41,
              47.92
            ],
            [
              -74.41,
              47.95
            ],
            [
              -74.34,
              47.99
            ]
          ]
        ]
      },
      "raw_probability": 0.1549,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "9503415a144b1ff1a575fa183d6ee957d0c7a137f4c8464a50ffa67c9bd3669a",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.1549,
        "probability": 0.002245,
        "confidence_lo": 0.002216,
        "confidence_hi": 0.002245,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "509132ffe09bb82beadd4d6be82a07165399d4bdae62997587dfdbae0ba6cc80",
        "signature": {
          "alg": "ed25519",
          "sig": "ac7baf24f7b590afa09740d97d567be2ea784cfbfc5293d231e65004a7700763a3a3880ac052eb9aaf131af1bc37c13a84173a827be7167731947d9108c3620d"
        }
      },
      "receipt_sha256": "509132ffe09bb82beadd4d6be82a07165399d4bdae62997587dfdbae0ba6cc80"
    },
    {
      "storm_id": "383636",
      "lat": 31.3864,
      "lon": -90.1836,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2502.0,
      "ebshear": 14.0,
      "srh01": 61.0,
      "maxllaz": 0.004,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 61.0
        },
        {
          "name": "hrrr_pwat",
          "value": 63.5187
        },
        {
          "name": "alignment",
          "value": -1.5922
        },
        {
          "name": "tau",
          "value": 2.9927
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1528
      },
      "coherence_score": 2.992666006088257,
      "coherence_diagnostics": {
        "tau": 2.992666006088257,
        "grad_tau": 0.26409637928009033,
        "torsion": 0.0,
        "alignment": -1.5922036170959473,
        "S_field": 0.7458915710449219,
        "Gamma_field": 0.2195523977279663,
        "S_over_Gamma": 3.3973283767700195,
        "Da": 12.75718879699707,
        "E_coh": 0.9355859160423279,
        "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": [
          [
            [
              -90.21,
              31.42
            ],
            [
              -90.19,
              31.42
            ],
            [
              -90.15,
              31.4
            ],
            [
              -90.14,
              31.39
            ],
            [
              -90.14,
              31.36
            ],
            [
              -90.15,
              31.35
            ],
            [
              -90.19,
              31.34
            ],
            [
              -90.21,
              31.36
            ],
            [
              -90.21,
              31.39
            ],
            [
              -90.22,
              31.4
            ],
            [
              -90.21,
              31.42
            ]
          ]
        ]
      },
      "raw_probability": 0.1528,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "2686de9d13ec387899f2b5792d089025b4ed558b39d3128621cb7dc4887430c9",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.1528,
        "probability": 0.002245,
        "confidence_lo": 0.002216,
        "confidence_hi": 0.002245,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c5a82be76fe9a6b6ca620c0db2249de4597b813997fda2769cc27f9f3591503c",
        "signature": {
          "alg": "ed25519",
          "sig": "355a21a24e8feaaf515fd62fb1b884c35aa0d002eec9714a28c01dc73c248a235b04a9703bb149a4478b78c0b9380e33c423d70e476c3da869d6e8463fd1580d"
        }
      },
      "receipt_sha256": "c5a82be76fe9a6b6ca620c0db2249de4597b813997fda2769cc27f9f3591503c"
    },
    {
      "storm_id": "383156",
      "lat": 35.46,
      "lon": -77.2529,
      "motion_east": 4.6,
      "motion_south": 1.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3294.0,
      "ebshear": 30.0,
      "srh01": 65.0,
      "maxllaz": 0.006,
      "mesh": 0.95,
      "flash_rate": 26.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.5187
        },
        {
          "name": "alignment",
          "value": -2.9118
        },
        {
          "name": "tau",
          "value": 3.4964
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1462
      },
      "coherence_score": 3.4963550567626953,
      "coherence_diagnostics": {
        "tau": 3.4963550567626953,
        "grad_tau": 0.1841355562210083,
        "torsion": 0.0,
        "alignment": -2.9118213653564453,
        "S_field": 1.1177603006362915,
        "Gamma_field": 0.31705242395401,
        "S_over_Gamma": 3.525474786758423,
        "Da": 19.680023193359375,
        "E_coh": 0.9399552345275879,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.28,
              35.53
            ],
            [
              -77.24,
              35.53
            ],
            [
              -77.23,
              35.52
            ],
            [
              -77.21,
              35.52
            ],
            [
              -77.19,
              35.5
            ],
            [
              -77.19,
              35.48
            ],
            [
              -77.16,
              35.43
            ],
            [
              -77.16,
              35.37
            ],
            [
              -77.22,
              35.33
            ],
            [
              -77.26,
              35.34
            ],
            [
              -77.29,
              35.37
            ],
            [
              -77.31,
              35.41
            ],
            [
              -77.34,
              35.43
            ],
            [
              -77.34,
              35.49
            ],
            [
              -77.31,
              35.52
            ],
            [
              -77.29,
              35.52
            ],
            [
              -77.28,
              35.53
            ]
          ]
        ]
      },
      "raw_probability": 0.1462,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "7d5268aecac3a8fabeacfeea61805c9b2de320c908f6511b3989741095520cae",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.1462,
        "probability": 0.002245,
        "confidence_lo": 0.002216,
        "confidence_hi": 0.002245,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0971e31d193d5a61f004c7de85fa3b686ffa70d07e59ad1ae90ba8a2c6637a78",
        "signature": {
          "alg": "ed25519",
          "sig": "2dce0e45ba39786d3bc4503eda786fe8aff06f74f0c4cab513a5aaeb6730387df0d8723a26a20657cf964b7eaf58160a2ae8492d026803dca2f3822893ec9b04"
        }
      },
      "receipt_sha256": "0971e31d193d5a61f004c7de85fa3b686ffa70d07e59ad1ae90ba8a2c6637a78"
    },
    {
      "storm_id": "382666",
      "lat": 48.641,
      "lon": -72.6,
      "motion_east": 6.1,
      "motion_south": 1.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 967.0,
      "ebshear": 32.0,
      "srh01": 36.0,
      "maxllaz": 0.004,
      "mesh": 0.81,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.8937
        },
        {
          "name": "alignment",
          "value": -2.4068
        },
        {
          "name": "tau",
          "value": 0.6583
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1305
      },
      "coherence_score": 0.6582637429237366,
      "coherence_diagnostics": {
        "tau": 0.6582637429237366,
        "grad_tau": 0.5367193222045898,
        "torsion": 0.0,
        "alignment": -2.4067535400390625,
        "S_field": 0.42506763339042664,
        "Gamma_field": 0.17371907830238342,
        "S_over_Gamma": 2.4468679428100586,
        "Da": 10.512961387634277,
        "E_coh": 0.7072598338127136,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.61,
              48.68
            ],
            [
              -72.59,
              48.66
            ],
            [
              -72.58,
              48.66
            ],
            [
              -72.58,
              48.63
            ],
            [
              -72.57,
              48.62
            ],
            [
              -72.59,
              48.6
            ],
            [
              -72.61,
              48.6
            ],
            [
              -72.63,
              48.62
            ],
            [
              -72.63,
              48.66
            ],
            [
              -72.61,
              48.68
            ]
          ]
        ]
      },
      "raw_probability": 0.1305,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "201b42216b6f6ff4bbcfd84070edf5c42550a1a0010ea31b8d0a46199e792d80",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.1305,
        "probability": 0.00215,
        "confidence_lo": 0.002031,
        "confidence_hi": 0.002151,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ddd2f5d4083202c4e2cac6e052d0d4c9ab43f469b10bc766282be44dc9420566",
        "signature": {
          "alg": "ed25519",
          "sig": "8f02ea90afb8d0e3cb859828b9fdee99b8cf15488519dc599a98c290ec0b9fdd3b845297c73a124895369ccf08b67452647d02522b99ebb19840017f438f7901"
        }
      },
      "receipt_sha256": "ddd2f5d4083202c4e2cac6e052d0d4c9ab43f469b10bc766282be44dc9420566"
    },
    {
      "storm_id": "383980",
      "lat": 30.3778,
      "lon": -108.7411,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2329.0,
      "ebshear": 28.0,
      "srh01": 47.0,
      "maxllaz": 0.002,
      "mesh": 0.39,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 47.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.2687
        },
        {
          "name": "alignment",
          "value": -1.2138
        },
        {
          "name": "tau",
          "value": 2.5774
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1268
      },
      "coherence_score": 2.5773868560791016,
      "coherence_diagnostics": {
        "tau": 2.5773868560791016,
        "grad_tau": 0.15326660871505737,
        "torsion": 0.0,
        "alignment": -1.2138477563858032,
        "S_field": 1.5386909246444702,
        "Gamma_field": 0.35038575530052185,
        "S_over_Gamma": 4.391419887542725,
        "Da": 21.466121673583984,
        "E_coh": 0.9961726665496826,
        "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": [
          [
            [
              -108.76,
              30.42
            ],
            [
              -108.74,
              30.42
            ],
            [
              -108.69,
              30.39
            ],
            [
              -108.69,
              30.35
            ],
            [
              -108.71,
              30.33
            ],
            [
              -108.76,
              30.33
            ],
            [
              -108.78,
              30.34
            ],
            [
              -108.78,
              30.4
            ],
            [
              -108.76,
              30.42
            ]
          ]
        ]
      },
      "raw_probability": 0.1268,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "d30f05eeb32f4e7dc2d90b291847021b16af607a7a97064aa216bd9155832672",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.1268,
        "probability": 0.00215,
        "confidence_lo": 0.002031,
        "confidence_hi": 0.002151,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4b7e3b180cdf375d8ea93ad423885b30c1aa837fa77620f34103e12ec94a91ad",
        "signature": {
          "alg": "ed25519",
          "sig": "f205ac341abff9d8ceee5daf92a0054991631c8cf1afb88d5fb745c3853cf519c7b08ae262c2f6f52811473f8613369f22cb47f9c20113cfbd0d8f6404e66d0f"
        }
      },
      "receipt_sha256": "4b7e3b180cdf375d8ea93ad423885b30c1aa837fa77620f34103e12ec94a91ad"
    },
    {
      "storm_id": "383206",
      "lat": 30.105,
      "lon": -91.3425,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2896.0,
      "ebshear": 6.0,
      "srh01": 44.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 61.6437
        },
        {
          "name": "alignment",
          "value": 4.9232
        },
        {
          "name": "tau",
          "value": 2.2987
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1264
      },
      "coherence_score": 2.2986958026885986,
      "coherence_diagnostics": {
        "tau": 2.2986958026885986,
        "grad_tau": 0.3250952661037445,
        "torsion": 0.0,
        "alignment": 4.923209190368652,
        "S_field": 0.27880364656448364,
        "Gamma_field": 0.75455242395401,
        "S_over_Gamma": 0.3694953918457031,
        "Da": 45.73660659790039,
        "E_coh": 0.530142605304718,
        "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": [
          [
            [
              -91.34,
              30.16
            ],
            [
              -91.3,
              30.11
            ],
            [
              -91.3,
              30.08
            ],
            [
              -91.32,
              30.05
            ],
            [
              -91.36,
              30.05
            ],
            [
              -91.39,
              30.09
            ],
            [
              -91.39,
              30.14
            ],
            [
              -91.34,
              30.16
            ]
          ]
        ]
      },
      "raw_probability": 0.1264,
      "confidence_lo": 0.0018,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "e3fcdaf7594a5cf68d37a8e1acbb9012ef3d5e90eac29992781c94740f6a2d34",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.1264,
        "probability": 0.00215,
        "confidence_lo": 0.001824,
        "confidence_hi": 0.002151,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1aef464788ab53a298454c357e279f863477b1d9a15758d98dc490ca4f346275",
        "signature": {
          "alg": "ed25519",
          "sig": "7ef1216a2addcddd8396c0361faf51f4085209b47521677af5150310e840e668a2b2ffc70ef809ff00a51b9e1b0fd1572027435b8f3a2d4888fe41611a85a107"
        }
      },
      "receipt_sha256": "1aef464788ab53a298454c357e279f863477b1d9a15758d98dc490ca4f346275"
    },
    {
      "storm_id": "384002",
      "lat": 37.2719,
      "lon": -76.495,
      "motion_east": 11.1,
      "motion_south": 6.1,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3029.0,
      "ebshear": 32.0,
      "srh01": 33.0,
      "maxllaz": 0.004,
      "mesh": 0.58,
      "flash_rate": 13.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.5187
        },
        {
          "name": "alignment",
          "value": 0.1773
        },
        {
          "name": "tau",
          "value": 3.1567
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1226
      },
      "coherence_score": 3.1566591262817383,
      "coherence_diagnostics": {
        "tau": 3.1566591262817383,
        "grad_tau": 0.3428872525691986,
        "torsion": 0.0,
        "alignment": 0.1772603988647461,
        "S_field": 1.1981163024902344,
        "Gamma_field": 0.3378857672214508,
        "S_over_Gamma": 3.5459210872650146,
        "Da": 19.84285545349121,
        "E_coh": 0.9267039895057678,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.47,
              37.33
            ],
            [
              -76.4,
              37.33
            ],
            [
              -76.39,
              37.32
            ],
            [
              -76.39,
              37.28
            ],
            [
              -76.4,
              37.26
            ],
            [
              -76.47,
              37.19
            ],
            [
              -76.49,
              37.18
            ],
            [
              -76.53,
              37.18
            ],
            [
              -76.56,
              37.22
            ],
            [
              -76.56,
              37.24
            ],
            [
              -76.57,
              37.25
            ],
            [
              -76.57,
              37.29
            ],
            [
              -76.58,
              37.31
            ],
            [
              -76.59,
              37.32
            ],
            [
              -76.48,
              37.32
            ],
            [
              -76.47,
              37.33
            ]
          ]
        ]
      },
      "raw_probability": 0.1226,
      "confidence_lo": 0.0018,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "52a39e61d3e1785dce4ca9544ba19c4f90e1595ac8430129d3e7b43380a5c095",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.1226,
        "probability": 0.002063,
        "confidence_lo": 0.001824,
        "confidence_hi": 0.002063,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "51665f551a80d51e8866c466994a6eed43920078228f3d06bb73be2ad80f0cdf",
        "signature": {
          "alg": "ed25519",
          "sig": "025b1858a7b916f1cd769b6f423b6060b545e5a1b21af617f47eac888a29e4c481b920f9f25c6b6459ffc9eb2d43fc99e6722636cbb523be9862169f8f16760b"
        }
      },
      "receipt_sha256": "51665f551a80d51e8866c466994a6eed43920078228f3d06bb73be2ad80f0cdf"
    },
    {
      "storm_id": "383453",
      "lat": 48.1803,
      "lon": -69.7893,
      "motion_east": 9.9,
      "motion_south": 1.4,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 633.0,
      "ebshear": 29.0,
      "srh01": 43.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.5187
        },
        {
          "name": "alignment",
          "value": -1.9817
        },
        {
          "name": "tau",
          "value": 0.408
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1221
      },
      "coherence_score": 0.40801072120666504,
      "coherence_diagnostics": {
        "tau": 0.40801072120666504,
        "grad_tau": 0.35327786207199097,
        "torsion": 0.0,
        "alignment": -1.9816688299179077,
        "S_field": 0.22869199514389038,
        "Gamma_field": 0.26205241680145264,
        "S_over_Gamma": 0.8726956248283386,
        "Da": 15.461584091186523,
        "E_coh": 0.504030704498291,
        "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": [
          [
            [
              -69.69,
              48.31
            ],
            [
              -69.66,
              48.31
            ],
            [
              -69.65,
              48.3
            ],
            [
              -69.65,
              48.25
            ],
            [
              -69.66,
              48.24
            ],
            [
              -69.7,
              48.23
            ],
            [
              -69.72,
              48.21
            ],
            [
              -69.73,
              48.19
            ],
            [
              -69.73,
              48.15
            ],
            [
              -69.75,
              48.13
            ],
            [
              -69.77,
              48.13
            ],
            [
              -69.8,
              48.1
            ],
            [
              -69.83,
              48.1
            ],
            [
              -69.85,
              48.08
            ],
            [
              -69.9,
              48.08
            ],
            [
              -69.91,
              48.07
            ],
            [
              -69.93,
              48.07
            ],
            [
              -69.95,
              48.09
            ],
            [
              -69.94,
              48.1
            ],
            [
              -69.94,
              48.14
            ],
            [
              -69.93,
              48.16
            ],
            [
              -69.87,
              48.17
            ],
            [
              -69.86,
              48.18
            ],
            [
              -69.81,
              48.19
            ],
            [
              -69.78,
              48.21
            ],
            [
              -69.75,
              48.21
            ],
            [
              -69.72,
              48.24
            ],
            [
              -69.72,
              48.28
            ],
            [
              -69.69,
              48.31
            ]
          ]
        ]
      },
      "raw_probability": 0.1221,
      "confidence_lo": 0.0018,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "c9433b2d85b6564529bb03f2203a6a84aee82e72c467f888bcb80047496cdf3a",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.1221,
        "probability": 0.001974,
        "confidence_lo": 0.001824,
        "confidence_hi": 0.001974,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7ee51cc09085c3168bd5b659a85d181c1b5af95a27c91badd4980b0ebe5a95ea",
        "signature": {
          "alg": "ed25519",
          "sig": "93738d41af27d86e29b4918cbad2edd6ae9b495dcf8ba02d7a606e8917b3b06d912bea62ed8654a533bde6f8093f7dcf8c5d6a4a6037a1d0e2177776c634f10b"
        }
      },
      "receipt_sha256": "7ee51cc09085c3168bd5b659a85d181c1b5af95a27c91badd4980b0ebe5a95ea"
    },
    {
      "storm_id": "384088",
      "lat": 39.7118,
      "lon": -75.2227,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2092.0,
      "ebshear": 30.0,
      "srh01": 39.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.3937
        },
        {
          "name": "alignment",
          "value": 5.2949
        },
        {
          "name": "tau",
          "value": 1.5462
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1198
      },
      "coherence_score": 1.5461677312850952,
      "coherence_diagnostics": {
        "tau": 1.5461677312850952,
        "grad_tau": 0.5220746397972107,
        "torsion": 0.0,
        "alignment": 5.294911861419678,
        "S_field": 0.33821210265159607,
        "Gamma_field": 1.4745523929595947,
        "S_over_Gamma": 0.22936594486236572,
        "Da": 83.6652603149414,
        "E_coh": 0.24871505796909332,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.22,
              39.75
            ],
            [
              -75.18,
              39.74
            ],
            [
              -75.17,
              39.72
            ],
            [
              -75.18,
              39.69
            ],
            [
              -75.2,
              39.69
            ],
            [
              -75.22,
              39.67
            ],
            [
              -75.28,
              39.68
            ],
            [
              -75.28,
              39.69
            ],
            [
              -75.25,
              39.72
            ],
            [
              -75.25,
              39.73
            ],
            [
              -75.22,
              39.75
            ]
          ]
        ]
      },
      "raw_probability": 0.1198,
      "confidence_lo": 0.0018,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "0273d350fec4fdf1ae107d68f7c870a14a786bf3092ecfe120befe74d2d1820d",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.1198,
        "probability": 0.001964,
        "confidence_lo": 0.001824,
        "confidence_hi": 0.001964,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "11617f41402e34068b4cf03cc398549efa7d8b08731e12338bb02d2644de5153",
        "signature": {
          "alg": "ed25519",
          "sig": "6b847be5184cdd7896bb79a1d4282c973fe6bf6f90879ae0a5d3c083354722ddda1be6369d48409bb6953b1a7d2a143ff02f410171c30771c6bfa3547c506b03"
        }
      },
      "receipt_sha256": "11617f41402e34068b4cf03cc398549efa7d8b08731e12338bb02d2644de5153"
    },
    {
      "storm_id": "384038",
      "lat": 31.2047,
      "lon": -88.7687,
      "motion_east": 3.5,
      "motion_south": 0.1,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2056.0,
      "ebshear": 11.0,
      "srh01": 20.0,
      "maxllaz": 0.002,
      "mesh": 0.21,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 64.8937
        },
        {
          "name": "alignment",
          "value": -5.4123
        },
        {
          "name": "tau",
          "value": 3.2398
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1149
      },
      "coherence_score": 3.239762306213379,
      "coherence_diagnostics": {
        "tau": 3.239762306213379,
        "grad_tau": 0.4882484972476959,
        "torsion": 0.0,
        "alignment": -5.412330627441406,
        "S_field": 0.8717052340507507,
        "Gamma_field": 0.38955241441726685,
        "S_over_Gamma": 2.2377097606658936,
        "Da": 22.8115234375,
        "E_coh": 0.9054955840110779,
        "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": [
          [
            [
              -88.8,
              31.26
            ],
            [
              -88.72,
              31.26
            ],
            [
              -88.71,
              31.25
            ],
            [
              -88.73,
              31.21
            ],
            [
              -88.72,
              31.2
            ],
            [
              -88.72,
              31.18
            ],
            [
              -88.73,
              31.17
            ],
            [
              -88.76,
              31.17
            ],
            [
              -88.77,
              31.16
            ],
            [
              -88.82,
              31.16
            ],
            [
              -88.81,
              31.17
            ],
            [
              -88.82,
              31.18
            ],
            [
              -88.81,
              31.19
            ],
            [
              -88.81,
              31.25
            ],
            [
              -88.8,
              31.26
            ]
          ]
        ]
      },
      "raw_probability": 0.1149,
      "confidence_lo": 0.0018,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "0f5c0908e7c114adaf4d64b519476c498cb550ddca31fc68dead13d7c457d288",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.1149,
        "probability": 0.001964,
        "confidence_lo": 0.001824,
        "confidence_hi": 0.001964,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "46ec811cee38948fdca7bf0795f6e7d81e2dbeb7fe6b4604be127732c4163dad",
        "signature": {
          "alg": "ed25519",
          "sig": "824ba3686e005a3db002aab099677587fbd747a404ca682bfdd19a00bdd03207fbb851a600d6bee8d5fe303d0e66d555378a4bd1d857812066fd246e60a8ad09"
        }
      },
      "receipt_sha256": "46ec811cee38948fdca7bf0795f6e7d81e2dbeb7fe6b4604be127732c4163dad"
    },
    {
      "storm_id": "383910",
      "lat": 35.803,
      "lon": -77.093,
      "motion_east": 5.6,
      "motion_south": 0.1,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2929.0,
      "ebshear": 27.0,
      "srh01": 33.0,
      "maxllaz": 0.003,
      "mesh": 0.71,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.0187
        },
        {
          "name": "alignment",
          "value": -1.7498
        },
        {
          "name": "tau",
          "value": 3.4813
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1148
      },
      "coherence_score": 3.481265068054199,
      "coherence_diagnostics": {
        "tau": 3.481265068054199,
        "grad_tau": 0.22270996868610382,
        "torsion": 0.0,
        "alignment": -1.7498247623443604,
        "S_field": 0.9069458246231079,
        "Gamma_field": 0.3070524334907532,
        "S_over_Gamma": 2.953716516494751,
        "Da": 18.74832534790039,
        "E_coh": 0.9566572308540344,
        "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": [
          [
            [
              -77.1,
              35.84
            ],
            [
              -77.07,
              35.84
            ],
            [
              -77.06,
              35.83
            ],
            [
              -77.06,
              35.78
            ],
            [
              -77.07,
              35.77
            ],
            [
              -77.1,
              35.77
            ],
            [
              -77.11,
              35.76
            ],
            [
              -77.13,
              35.78
            ],
            [
              -77.13,
              35.82
            ],
            [
              -77.1,
              35.84
            ]
          ]
        ]
      },
      "raw_probability": 0.1148,
      "confidence_lo": 0.0018,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "d891aa3ed7e94894491fb06cfda34ebdade6f1e4b58a1ddc60bbfbce3bc1dc64",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.1148,
        "probability": 0.001964,
        "confidence_lo": 0.001824,
        "confidence_hi": 0.001964,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "499bff8e89a37089590b2d8dd8762ed264f83510881abeefe3523de9d08927f8",
        "signature": {
          "alg": "ed25519",
          "sig": "52a431330f23f30192d242b33fc903a3925e92e310cc08bcf2ebdb44ca70c752f98761d668f211f1c85cff9c16b49bcb8d0814f394caabf98a7932b7c8f06407"
        }
      },
      "receipt_sha256": "499bff8e89a37089590b2d8dd8762ed264f83510881abeefe3523de9d08927f8"
    },
    {
      "storm_id": "382488",
      "lat": 32.4344,
      "lon": -80.5641,
      "motion_east": 1.9,
      "motion_south": 2.6,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4077.0,
      "ebshear": 23.0,
      "srh01": 56.0,
      "maxllaz": 0.006,
      "mesh": 0.9,
      "flash_rate": 64.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 56.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.2687
        },
        {
          "name": "alignment",
          "value": -1.0005
        },
        {
          "name": "tau",
          "value": 3.2284
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1131
      },
      "coherence_score": 3.228377342224121,
      "coherence_diagnostics": {
        "tau": 3.228377342224121,
        "grad_tau": 0.08188837021589279,
        "torsion": 0.0,
        "alignment": -1.0004669427871704,
        "S_field": 0.48799654841423035,
        "Gamma_field": 0.3487190902233124,
        "S_over_Gamma": 1.3993972539901733,
        "Da": 21.513029098510742,
        "E_coh": 0.9247930645942688,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.75,
              32.51
            ],
            [
              -80.66,
              32.51
            ],
            [
              -80.65,
              32.5
            ],
            [
              -80.61,
              32.5
            ],
            [
              -80.6,
              32.49
            ],
            [
              -80.47,
              32.49
            ],
            [
              -80.46,
              32.48
            ],
            [
              -80.37,
              32.48
            ],
            [
              -80.32,
              32.44
            ],
            [
              -80.32,
              32.41
            ],
            [
              -80.35,
              32.38
            ],
            [
              -80.37,
              32.38
            ],
            [
              -80.38,
              32.37
            ],
            [
              -80.4,
              32.37
            ],
            [
              -80.41,
              32.38
            ],
            [
              -80.48,
              32.38
            ],
            [
              -80.49,
              32.39
            ],
            [
              -80.54,
              32.39
            ],
            [
              -80.55,
              32.4
            ],
            [
              -80.65,
              32.4
            ],
            [
              -80.69,
              32.42
            ],
            [
              -80.75,
              32.41
            ],
            [
              -80.76,
              32.4
            ],
            [
              -80.83,
              32.4
            ],
            [
              -80.83,
              32.45
            ],
            [
              -80.79,
              32.49
            ],
            [
              -80.75,
              32.51
            ]
          ]
        ]
      },
      "raw_probability": 0.1131,
      "confidence_lo": 0.0016,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "62e9a09787b06b0bfea5d9b2838a314f0d9c68a64bc6e43644f8f08d793ac261",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.1131,
        "probability": 0.001963,
        "confidence_lo": 0.001595,
        "confidence_hi": 0.001964,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c22446b577b425e5a67946a4613c875440514479d7ed9c6f653d9a584c7eac54",
        "signature": {
          "alg": "ed25519",
          "sig": "432585e88b10a14939b8c4ecfa463c29b03f7e0ab0b25c89c43f859e62f7471b639f7852379862bd66ddb48f2702e66b4994f21e37d7f7bfa74392471e6ebd00"
        }
      },
      "receipt_sha256": "c22446b577b425e5a67946a4613c875440514479d7ed9c6f653d9a584c7eac54"
    },
    {
      "storm_id": "383708",
      "lat": 31.0021,
      "lon": -89.1824,
      "motion_east": 0.0,
      "motion_south": -2.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2759.0,
      "ebshear": 9.0,
      "srh01": 11.0,
      "maxllaz": 0.002,
      "mesh": 0.54,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 64.8937
        },
        {
          "name": "alignment",
          "value": -5.4123
        },
        {
          "name": "tau",
          "value": 3.2398
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1129
      },
      "coherence_score": 3.239762306213379,
      "coherence_diagnostics": {
        "tau": 3.239762306213379,
        "grad_tau": 0.4882484972476959,
        "torsion": 0.0,
        "alignment": -5.412330627441406,
        "S_field": 0.8717052340507507,
        "Gamma_field": 0.38955241441726685,
        "S_over_Gamma": 2.2377097606658936,
        "Da": 22.8115234375,
        "E_coh": 0.9054955840110779,
        "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": [
          [
            [
              -89.09,
              31.11
            ],
            [
              -89.05,
              31.11
            ],
            [
              -89.03,
              31.1
            ],
            [
              -89.03,
              31.05
            ],
            [
              -89.07,
              31.03
            ],
            [
              -89.12,
              30.98
            ],
            [
              -89.17,
              30.97
            ],
            [
              -89.2,
              30.95
            ],
            [
              -89.2,
              30.94
            ],
            [
              -89.18,
              30.93
            ],
            [
              -89.17,
              30.9
            ],
            [
              -89.2,
              30.9
            ],
            [
              -89.21,
              30.89
            ],
            [
              -89.27,
              30.88
            ],
            [
              -89.27,
              30.92
            ],
            [
              -89.26,
              30.93
            ],
            [
              -89.26,
              30.95
            ],
            [
              -89.27,
              30.96
            ],
            [
              -89.26,
              30.97
            ],
            [
              -89.26,
              30.99
            ],
            [
              -89.25,
              30.98
            ],
            [
              -89.21,
              30.98
            ],
            [
              -89.19,
              31.0
            ],
            [
              -89.19,
              31.01
            ],
            [
              -89.22,
              31.04
            ],
            [
              -89.23,
              31.02
            ],
            [
              -89.23,
              31.04
            ],
            [
              -89.21,
              31.05
            ],
            [
              -89.21,
              31.07
            ],
            [
              -89.19,
              31.08
            ],
            [
              -89.15,
              31.07
            ],
            [
              -89.14,
              31.08
            ],
            [
              -89.12,
              31.08
            ],
            [
              -89.09,
              31.11
            ]
          ]
        ]
      },
      "raw_probability": 0.1129,
      "confidence_lo": 0.0016,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "704c1db1f5985c5b2c955f41c3a6168da797406e9822f1d0f31c4a0dba68e2f4",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.1129,
        "probability": 0.001963,
        "confidence_lo": 0.001595,
        "confidence_hi": 0.001964,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4b719b448ec17b0e72b3ce1830b26f2dbf4e71fc992d324e5c7edd6aa3da7f11",
        "signature": {
          "alg": "ed25519",
          "sig": "f7fa8bf6dadb6b73260f810d4875f31de8def955319f4eeaf43da8373d9cc1a6b769656315424fe2354ce253ba8453f189dccb8fbf72b72800775619695c9403"
        }
      },
      "receipt_sha256": "4b719b448ec17b0e72b3ce1830b26f2dbf4e71fc992d324e5c7edd6aa3da7f11"
    },
    {
      "storm_id": "384020",
      "lat": 39.6512,
      "lon": -75.5276,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2135.0,
      "ebshear": 33.0,
      "srh01": 51.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 51.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.3937
        },
        {
          "name": "alignment",
          "value": 5.2949
        },
        {
          "name": "tau",
          "value": 1.5462
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1105
      },
      "coherence_score": 1.5461677312850952,
      "coherence_diagnostics": {
        "tau": 1.5461677312850952,
        "grad_tau": 0.5220746397972107,
        "torsion": 0.0,
        "alignment": 5.294911861419678,
        "S_field": 0.33821210265159607,
        "Gamma_field": 1.4745523929595947,
        "S_over_Gamma": 0.22936594486236572,
        "Da": 83.6652603149414,
        "E_coh": 0.24871505796909332,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.53,
              39.7
            ],
            [
              -75.52,
              39.69
            ],
            [
              -75.51,
              39.69
            ],
            [
              -75.5,
              39.69
            ],
            [
              -75.49,
              39.69
            ],
            [
              -75.48,
              39.69
            ],
            [
              -75.47,
              39.68
            ],
            [
              -75.46,
              39.67
            ],
            [
              -75.45,
              39.66
            ],
            [
              -75.45,
              39.65
            ],
            [
              -75.45,
              39.64
            ],
            [
              -75.45,
              39.63
            ],
            [
              -75.44,
              39.62
            ],
            [
              -75.44,
              39.61
            ],
            [
              -75.45,
              39.6
            ],
            [
              -75.46,
              39.59
            ],
            [
              -75.47,
              39.58
            ],
            [
              -75.47,
              39.59
            ],
            [
              -75.48,
              39.6
            ],
            [
              -75.49,
              39.6
            ],
            [
              -75.5,
              39.6
            ],
            [
              -75.51,
              39.6
            ],
            [
              -75.52,
              39.6
            ],
            [
              -75.53,
              39.61
            ],
            [
              -75.54,
              39.61
            ],
            [
              -75.54,
              39.62
            ],
            [
              -75.54,
              39.63
            ],
            [
              -75.54,
              39.64
            ],
            [
              -75.55,
              39.65
            ],
            [
              -75.56,
              39.65
            ],
            [
              -75.57,
              39.66
            ],
            [
              -75.58,
              39.66
            ],
            [
              -75.59,
              39.66
            ],
            [
              -75.6,
              39.66
            ],
            [
              -75.61,
              39.66
            ],
            [
              -75.61,
              39.67
            ],
            [
              -75.61,
              39.68
            ],
            [
              -75.61,
              39.69
            ],
            [
              -75.6,
              39.69
            ],
            [
              -75.6,
              39.68
            ],
            [
              -75.6,
              39.67
            ],
            [
              -75.59,
              39.66
            ],
            [
              -75.58,
              39.67
            ],
            [
              -75.57,
              39.67
            ],
            [
              -75.56,
              39.68
            ],
            [
              -75.56,
              39.69
            ],
            [
              -75.55,
              39.69
            ],
            [
              -75.54,
              39.69
            ],
            [
              -75.53,
              39.7
            ]
          ]
        ]
      },
      "raw_probability": 0.1105,
      "confidence_lo": 0.0016,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "23aeb7181a34a4073a9b481c6b252d880d708961775119bb13a83d98982b2e4b",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.1105,
        "probability": 0.001897,
        "confidence_lo": 0.001595,
        "confidence_hi": 0.001898,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b9c88093e49f0dcb1b3131af5d44447eb433d6fc4f0632ee0fbf5de1893ee0c1",
        "signature": {
          "alg": "ed25519",
          "sig": "85bae1079fe465cb74bcd215d38c3a6e2da62f9dc78bfc57cdda95ef64f56b10961872ef87f7c5b6be5f46e237451471dcfec231bb3c539a78d7da530ce7150c"
        }
      },
      "receipt_sha256": "b9c88093e49f0dcb1b3131af5d44447eb433d6fc4f0632ee0fbf5de1893ee0c1"
    },
    {
      "storm_id": "382646",
      "lat": 35.1115,
      "lon": -78.405,
      "motion_east": 4.6,
      "motion_south": 0.7,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3551.0,
      "ebshear": 26.0,
      "srh01": 59.0,
      "maxllaz": 0.009,
      "mesh": 0.9,
      "flash_rate": 21.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 59.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.7687
        },
        {
          "name": "alignment",
          "value": -1.7396
        },
        {
          "name": "tau",
          "value": 3.6828
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1092
      },
      "coherence_score": 3.6828200817108154,
      "coherence_diagnostics": {
        "tau": 3.6828200817108154,
        "grad_tau": 0.3234702944755554,
        "torsion": 0.0,
        "alignment": -1.7395899295806885,
        "S_field": 1.269492745399475,
        "Gamma_field": 0.3445524275302887,
        "S_over_Gamma": 3.684468984603882,
        "Da": 21.151565551757812,
        "E_coh": 0.9786186814308167,
        "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": [
          [
            [
              -78.54,
              35.23
            ],
            [
              -78.49,
              35.23
            ],
            [
              -78.45,
              35.2
            ],
            [
              -78.44,
              35.2
            ],
            [
              -78.34,
              35.11
            ],
            [
              -78.3,
              35.11
            ],
            [
              -78.29,
              35.1
            ],
            [
              -78.27,
              35.1
            ],
            [
              -78.24,
              35.07
            ],
            [
              -78.26,
              35.05
            ],
            [
              -78.27,
              35.02
            ],
            [
              -78.29,
              35.0
            ],
            [
              -78.35,
              35.0
            ],
            [
              -78.35,
              35.01
            ],
            [
              -78.37,
              35.02
            ],
            [
              -78.37,
              35.03
            ],
            [
              -78.39,
              35.05
            ],
            [
              -78.4,
              35.05
            ],
            [
              -78.45,
              35.1
            ],
            [
              -78.46,
              35.1
            ],
            [
              -78.51,
              35.15
            ],
            [
              -78.53,
              35.16
            ],
            [
              -78.53,
              35.17
            ],
            [
              -78.55,
              35.19
            ],
            [
              -78.55,
              35.22
            ],
            [
              -78.54,
              35.23
            ]
          ]
        ]
      },
      "raw_probability": 0.1092,
      "confidence_lo": 0.0016,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "205f8d268be6e49f9cba3c5dc37ce6783280a24dd90917d1c3ae056739ecf37d",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.1092,
        "probability": 0.001868,
        "confidence_lo": 0.001595,
        "confidence_hi": 0.001868,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "797d7f891499e518d1ef245350360b14e9c58e1228ffb77a2effa5623c7e82c8",
        "signature": {
          "alg": "ed25519",
          "sig": "3b976eb62463da04ba5d239dd8a6a57d99229403b2deaba089df39637f2de7c8b0fb200471e103aab7eacf45c4132157e1edfc8de5e7cf7394d4f09087d04a05"
        }
      },
      "receipt_sha256": "797d7f891499e518d1ef245350360b14e9c58e1228ffb77a2effa5623c7e82c8"
    },
    {
      "storm_id": "383765",
      "lat": 44.282,
      "lon": -74.482,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 879.0,
      "ebshear": 36.0,
      "srh01": 46.0,
      "maxllaz": 0.003,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 46.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.5187
        },
        {
          "name": "alignment",
          "value": -1.2546
        },
        {
          "name": "tau",
          "value": 2.1466
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1081
      },
      "coherence_score": 2.146634101867676,
      "coherence_diagnostics": {
        "tau": 2.146634101867676,
        "grad_tau": 0.383012592792511,
        "torsion": 0.0,
        "alignment": -1.2546192407608032,
        "S_field": 0.6921631097793579,
        "Gamma_field": 0.25455242395401,
        "S_over_Gamma": 2.719137668609619,
        "Da": 15.19798469543457,
        "E_coh": 0.8119435906410217,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.52,
              44.32
            ],
            [
              -74.44,
              44.32
            ],
            [
              -74.42,
              44.31
            ],
            [
              -74.43,
              44.29
            ],
            [
              -74.43,
              44.26
            ],
            [
              -74.46,
              44.23
            ],
            [
              -74.52,
              44.23
            ],
            [
              -74.54,
              44.25
            ],
            [
              -74.54,
              44.29
            ],
            [
              -74.52,
              44.32
            ]
          ]
        ]
      },
      "raw_probability": 0.1081,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "e83204c5dab42ad4182f80f19949227b1d68eb44f29d0ed6add96a181b66821f",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.1081,
        "probability": 0.001867,
        "confidence_lo": 0.001197,
        "confidence_hi": 0.001868,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ce453555a28a319d5dced5a6cf949d20c028e99c4d4b3b36f480d799eb766911",
        "signature": {
          "alg": "ed25519",
          "sig": "a00e75f842a31d4ff4cec3feab89cee6c9796aa9d28f5ab5b6685f9e3591bd4ab7e20b01cd2162a6caf80af522b1b235077cc7f7ab0f5c43660d851c7fb2a702"
        }
      },
      "receipt_sha256": "ce453555a28a319d5dced5a6cf949d20c028e99c4d4b3b36f480d799eb766911"
    },
    {
      "storm_id": "383993",
      "lat": 48.0625,
      "lon": -71.3762,
      "motion_east": 5.7,
      "motion_south": 1.4,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 503.0,
      "ebshear": 25.0,
      "srh01": 82.0,
      "maxllaz": 0.005,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 82.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.8937
        },
        {
          "name": "alignment",
          "value": -2.2458
        },
        {
          "name": "tau",
          "value": 0.4466
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1078
      },
      "coherence_score": 0.44662243127822876,
      "coherence_diagnostics": {
        "tau": 0.44662243127822876,
        "grad_tau": 0.40075206756591797,
        "torsion": 0.0,
        "alignment": -2.2458279132843018,
        "S_field": 0.12171071022748947,
        "Gamma_field": 0.2128857523202896,
        "S_over_Gamma": 0.5717184543609619,
        "Da": 13.071690559387207,
        "E_coh": 0.3101171553134918,
        "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": [
          [
            [
              -71.39,
              48.09
            ],
            [
              -71.37,
              48.09
            ],
            [
              -71.34,
              48.07
            ],
            [
              -71.34,
              48.05
            ],
            [
              -71.38,
              48.01
            ],
            [
              -71.4,
              48.02
            ],
            [
              -71.4,
              48.08
            ],
            [
              -71.39,
              48.09
            ]
          ]
        ]
      },
      "raw_probability": 0.1078,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "b07ce6bb7dff211e6e2c79345037de52d13d391f11793a39294347f6864f42cf",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.1078,
        "probability": 0.001867,
        "confidence_lo": 0.001197,
        "confidence_hi": 0.001868,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1696c60b1f8c32cc9b3373f11d8266480326d22547a206872ccf9498e48d121b",
        "signature": {
          "alg": "ed25519",
          "sig": "0c6fcde014e9713d59802a27ed1541d235d3b760d277cce11321bb565cb9b6d818386c1b823ee7e506d772fabfd3167e78abccf791ccf696cc24e3a35439e701"
        }
      },
      "receipt_sha256": "1696c60b1f8c32cc9b3373f11d8266480326d22547a206872ccf9498e48d121b"
    },
    {
      "storm_id": "383569",
      "lat": 30.015,
      "lon": -108.745,
      "motion_east": 0.0,
      "motion_south": -2.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2491.0,
      "ebshear": 26.0,
      "srh01": 57.0,
      "maxllaz": 0.002,
      "mesh": 1.39,
      "flash_rate": 13.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 57.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.1437
        },
        {
          "name": "alignment",
          "value": -0.3173
        },
        {
          "name": "tau",
          "value": 2.6231
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1063
      },
      "coherence_score": 2.623115301132202,
      "coherence_diagnostics": {
        "tau": 2.623115301132202,
        "grad_tau": 0.1448763906955719,
        "torsion": 0.0,
        "alignment": -0.3173189163208008,
        "S_field": 1.2315523624420166,
        "Gamma_field": 0.3653857707977295,
        "S_over_Gamma": 3.370553731918335,
        "Da": 22.234310150146484,
        "E_coh": 0.9978018999099731,
        "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": [
          [
            [
              -108.74,
              30.11
            ],
            [
              -108.68,
              30.11
            ],
            [
              -108.67,
              30.1
            ],
            [
              -108.67,
              30.05
            ],
            [
              -108.7,
              30.01
            ],
            [
              -108.7,
              29.97
            ],
            [
              -108.72,
              29.93
            ],
            [
              -108.74,
              29.91
            ],
            [
              -108.79,
              29.91
            ],
            [
              -108.82,
              29.94
            ],
            [
              -108.83,
              30.0
            ],
            [
              -108.82,
              30.01
            ],
            [
              -108.81,
              30.05
            ],
            [
              -108.74,
              30.11
            ]
          ]
        ]
      },
      "raw_probability": 0.1063,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "dc5f66b85f058a1779764f5ba460c3994e72de4e4d2cc0e4aebfd4f128ad8843",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.1063,
        "probability": 0.001317,
        "confidence_lo": 0.001197,
        "confidence_hi": 0.001317,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "518c4b3cb0f9dab322a2f0c0b3df3753b4a9e360b64a384e241da81fcad14826",
        "signature": {
          "alg": "ed25519",
          "sig": "5a866d4c683b5603a10f9b650a73e41cfafd33c295a821371d4c70c592343aa083fa2f80e108ba9d2448f51a25500bda9671c99ac9c2e2b4fed54077a38c9f0e"
        }
      },
      "receipt_sha256": "518c4b3cb0f9dab322a2f0c0b3df3753b4a9e360b64a384e241da81fcad14826"
    },
    {
      "storm_id": "381014",
      "lat": 34.3525,
      "lon": -79.5281,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2803.0,
      "ebshear": 22.0,
      "srh01": 134.0,
      "maxllaz": 0.003,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 134.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.3937
        },
        {
          "name": "alignment",
          "value": 0.3034
        },
        {
          "name": "tau",
          "value": 3.4378
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1053
      },
      "coherence_score": 3.437753200531006,
      "coherence_diagnostics": {
        "tau": 3.437753200531006,
        "grad_tau": 0.15575481951236725,
        "torsion": 0.0,
        "alignment": 0.3034004867076874,
        "S_field": 0.47361239790916443,
        "Gamma_field": 0.3878857493400574,
        "S_over_Gamma": 1.2210100889205933,
        "Da": 23.9681453704834,
        "E_coh": 0.9511449933052063,
        "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": [
          [
            [
              -79.57,
              34.44
            ],
            [
              -79.53,
              34.44
            ],
            [
              -79.51,
              34.42
            ],
            [
              -79.5,
              34.42
            ],
            [
              -79.5,
              34.35
            ],
            [
              -79.46,
              34.31
            ],
            [
              -79.46,
              34.26
            ],
            [
              -79.48,
              34.26
            ],
            [
              -79.49,
              34.25
            ],
            [
              -79.53,
              34.25
            ],
            [
              -79.56,
              34.28
            ],
            [
              -79.56,
              34.33
            ],
            [
              -79.58,
              34.36
            ],
            [
              -79.58,
              34.41
            ],
            [
              -79.57,
              34.42
            ],
            [
              -79.57,
              34.44
            ]
          ]
        ]
      },
      "raw_probability": 0.1053,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "cfcd063d294a640d88c67c4ae92e276e5d27cbcd092e543be985bafc8f509bb4",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.1053,
        "probability": 0.001317,
        "confidence_lo": 0.001197,
        "confidence_hi": 0.001317,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1b64cc59783eafb3871073e6610f201ebbc72aef3f2294355b300b889b23bbd8",
        "signature": {
          "alg": "ed25519",
          "sig": "382f94451c32a4ef44de44920ef0e7a44abb4c1ea572f37e5041c6fe737a2006f6954ac876bdf6e633d8de2e0e040e706ec2d259908bbdc91acb2b7686797601"
        }
      },
      "receipt_sha256": "1b64cc59783eafb3871073e6610f201ebbc72aef3f2294355b300b889b23bbd8"
    },
    {
      "storm_id": "383759",
      "lat": 27.0667,
      "lon": -93.5778,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3394.0,
      "ebshear": 22.0,
      "srh01": 45.0,
      "maxllaz": 0.0,
      "mesh": 0.27,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.1437
        },
        {
          "name": "alignment",
          "value": 3.4322
        },
        {
          "name": "tau",
          "value": 2.5368
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1033
      },
      "coherence_score": 2.536768674850464,
      "coherence_diagnostics": {
        "tau": 2.536768674850464,
        "grad_tau": 0.6928275227546692,
        "torsion": 0.0,
        "alignment": 3.43223237991333,
        "S_field": 1.5311352014541626,
        "Gamma_field": 0.16455240547657013,
        "S_over_Gamma": 9.304848670959473,
        "Da": 10.636558532714844,
        "E_coh": 0.9870811104774475,
        "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": [
          [
            [
              -93.6,
              27.1
            ],
            [
              -93.55,
              27.1
            ],
            [
              -93.55,
              27.08
            ],
            [
              -93.52,
              27.04
            ],
            [
              -93.56,
              27.02
            ],
            [
              -93.6,
              27.03
            ],
            [
              -93.61,
              27.04
            ],
            [
              -93.61,
              27.09
            ],
            [
              -93.6,
              27.1
            ]
          ]
        ]
      },
      "raw_probability": 0.1033,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "f5c211fea5236c20959772d8c060cc76b0f93cea36d04e18d2f21d25ea6d741a",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.1033,
        "probability": 0.001317,
        "confidence_lo": 0.001197,
        "confidence_hi": 0.001317,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ed32627e4a99ff36a4a4b04edf54acfb3bceb51062ab356aa9118fa6a3e020f1",
        "signature": {
          "alg": "ed25519",
          "sig": "1c79e99482704b7805a465a4f94fdf6a6f109a9b0d290c561cba21db4c908dc426e29bc3e7787d6cf49aff7a862a47e4c29e372c7655f27d103781e570bf6206"
        }
      },
      "receipt_sha256": "ed32627e4a99ff36a4a4b04edf54acfb3bceb51062ab356aa9118fa6a3e020f1"
    },
    {
      "storm_id": "383896",
      "lat": 48.0536,
      "lon": -75.0291,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1222.0,
      "ebshear": 32.0,
      "srh01": 42.0,
      "maxllaz": 0.001,
      "mesh": 0.08,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.7687
        },
        {
          "name": "alignment",
          "value": -0.375
        },
        {
          "name": "tau",
          "value": 0.7616
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1025
      },
      "coherence_score": 0.7615781426429749,
      "coherence_diagnostics": {
        "tau": 0.7615781426429749,
        "grad_tau": 0.6818991899490356,
        "torsion": 0.0,
        "alignment": -0.3749672770500183,
        "S_field": 0.36623743176460266,
        "Gamma_field": 0.21371906995773315,
        "S_over_Gamma": 1.713639497756958,
        "Da": 12.722455978393555,
        "E_coh": 0.6386730074882507,
        "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": [
          [
            [
              -75.05,
              48.1
            ],
            [
              -75.03,
              48.1
            ],
            [
              -74.99,
              48.06
            ],
            [
              -74.99,
              48.04
            ],
            [
              -74.98,
              48.03
            ],
            [
              -75.0,
              48.0
            ],
            [
              -75.04,
              48.0
            ],
            [
              -75.06,
              48.02
            ],
            [
              -75.06,
              48.06
            ],
            [
              -75.07,
              48.08
            ],
            [
              -75.05,
              48.1
            ]
          ]
        ]
      },
      "raw_probability": 0.1025,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "bb81d927ce10a05d5da082663bda1cf46fa22afaf0d266cdb5b9a6ef0489e0fd",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.1025,
        "probability": 0.001317,
        "confidence_lo": 0.001197,
        "confidence_hi": 0.001317,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fcae193cb85627e6798915b28fffaab12de08c41f27f6a3602aba8c4d32e04f9",
        "signature": {
          "alg": "ed25519",
          "sig": "9961e13df4a4a2755e246c485f34d98f15607ce354a105301d50ec899242b43b03e439f2d63220680e5feb062a1c300ed920d98271bdfebd48370a41776e4203"
        }
      },
      "receipt_sha256": "fcae193cb85627e6798915b28fffaab12de08c41f27f6a3602aba8c4d32e04f9"
    },
    {
      "storm_id": "384023",
      "lat": 37.0,
      "lon": -76.8835,
      "motion_east": 9.6,
      "motion_south": 4.4,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2456.0,
      "ebshear": 32.0,
      "srh01": 21.0,
      "maxllaz": 0.002,
      "mesh": 0.7,
      "flash_rate": 10.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.5187
        },
        {
          "name": "alignment",
          "value": -1.2436
        },
        {
          "name": "tau",
          "value": 3.2673
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0996
      },
      "coherence_score": 3.267254590988159,
      "coherence_diagnostics": {
        "tau": 3.267254590988159,
        "grad_tau": 0.11271921545267105,
        "torsion": 0.0,
        "alignment": -1.2436331510543823,
        "S_field": 0.7744735479354858,
        "Gamma_field": 0.3120524287223816,
        "S_over_Gamma": 2.48186993598938,
        "Da": 18.90983009338379,
        "E_coh": 0.9334044456481934,
        "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": [
          [
            [
              -76.86,
              37.05
            ],
            [
              -76.82,
              37.05
            ],
            [
              -76.78,
              37.02
            ],
            [
              -76.79,
              37.01
            ],
            [
              -76.79,
              36.97
            ],
            [
              -76.8,
              36.96
            ],
            [
              -76.88,
              36.92
            ],
            [
              -76.91,
              36.92
            ],
            [
              -76.97,
              36.96
            ],
            [
              -76.96,
              36.97
            ],
            [
              -76.97,
              36.98
            ],
            [
              -76.97,
              37.01
            ],
            [
              -76.96,
              37.02
            ],
            [
              -76.92,
              37.03
            ],
            [
              -76.91,
              37.04
            ],
            [
              -76.87,
              37.04
            ],
            [
              -76.86,
              37.05
            ]
          ]
        ]
      },
      "raw_probability": 0.0996,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "4301a339a355775ddaea60c61e3b72d3f6b109f7af375adac8daa1794d194a61",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0996,
        "probability": 0.001317,
        "confidence_lo": 0.001197,
        "confidence_hi": 0.001317,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "becef1a081e8fdba0397d538b7c6921136db3f15989233f343aac3c736d09423",
        "signature": {
          "alg": "ed25519",
          "sig": "bc204a2e4624a58cbbe539e5ec331f8f3bd15ee3d5beff6a83f8abce13c5c8546463410e0595198cb39665ea07fa6ff9e7a1714c9269e0a7e42b16cb301c2304"
        }
      },
      "receipt_sha256": "becef1a081e8fdba0397d538b7c6921136db3f15989233f343aac3c736d09423"
    },
    {
      "storm_id": "383632",
      "lat": 34.074,
      "lon": -79.0373,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1957.0,
      "ebshear": 25.0,
      "srh01": 66.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 66.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.3937
        },
        {
          "name": "alignment",
          "value": 0.3034
        },
        {
          "name": "tau",
          "value": 3.4378
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0974
      },
      "coherence_score": 3.437753200531006,
      "coherence_diagnostics": {
        "tau": 3.437753200531006,
        "grad_tau": 0.15575481951236725,
        "torsion": 0.0,
        "alignment": 0.3034004867076874,
        "S_field": 0.47361239790916443,
        "Gamma_field": 0.3878857493400574,
        "S_over_Gamma": 1.2210100889205933,
        "Da": 23.9681453704834,
        "E_coh": 0.9511449933052063,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.1,
              34.14
            ],
            [
              -79.02,
              34.13
            ],
            [
              -79.0,
              34.11
            ],
            [
              -78.99,
              34.07
            ],
            [
              -78.98,
              34.06
            ],
            [
              -78.98,
              34.04
            ],
            [
              -79.0,
              34.02
            ],
            [
              -79.0,
              34.01
            ],
            [
              -79.03,
              34.01
            ],
            [
              -79.03,
              34.03
            ],
            [
              -79.07,
              34.07
            ],
            [
              -79.08,
              34.07
            ],
            [
              -79.08,
              34.09
            ],
            [
              -79.1,
              34.12
            ],
            [
              -79.1,
              34.14
            ]
          ]
        ]
      },
      "raw_probability": 0.0974,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "5f3cecb772c6ee3f8d91daa7ddface8fd1938fabcb5db4fa059d5c27e125da90",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0974,
        "probability": 0.001317,
        "confidence_lo": 0.001197,
        "confidence_hi": 0.001317,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "50652e03e7e983265081aaa8bb1016bbff36bd108b24b5701f3ea4c27e65665f",
        "signature": {
          "alg": "ed25519",
          "sig": "c6a7346a8637a0718b02c6ed9b4ecf89fcb5d89f2253bd89ee00b1c4ee08c7c9d3c127daaeab5eb94d62fde4f9f04f0e8233b68dec76e4cc460c60ca760f3306"
        }
      },
      "receipt_sha256": "50652e03e7e983265081aaa8bb1016bbff36bd108b24b5701f3ea4c27e65665f"
    },
    {
      "storm_id": "384114",
      "lat": 30.736,
      "lon": -108.266,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 877.0,
      "ebshear": 21.0,
      "srh01": 52.0,
      "maxllaz": 0.002,
      "mesh": 0.25,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 52.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.2687
        },
        {
          "name": "alignment",
          "value": -1.2138
        },
        {
          "name": "tau",
          "value": 2.5774
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.095
      },
      "coherence_score": 2.5773868560791016,
      "coherence_diagnostics": {
        "tau": 2.5773868560791016,
        "grad_tau": 0.15326660871505737,
        "torsion": 0.0,
        "alignment": -1.2138477563858032,
        "S_field": 1.5386909246444702,
        "Gamma_field": 0.35038575530052185,
        "S_over_Gamma": 4.391419887542725,
        "Da": 21.466121673583984,
        "E_coh": 0.9961726665496826,
        "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": [
          [
            [
              -108.28,
              30.78
            ],
            [
              -108.27,
              30.77
            ],
            [
              -108.25,
              30.77
            ],
            [
              -108.21,
              30.75
            ],
            [
              -108.21,
              30.69
            ],
            [
              -108.23,
              30.67
            ],
            [
              -108.29,
              30.68
            ],
            [
              -108.32,
              30.71
            ],
            [
              -108.32,
              30.76
            ],
            [
              -108.28,
              30.78
            ]
          ]
        ]
      },
      "raw_probability": 0.095,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "fd82b044cdcab491a3873a17739c347020c681d992d14b0c18c7c839a2389ee8",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.095,
        "probability": 0.001317,
        "confidence_lo": 0.001096,
        "confidence_hi": 0.001317,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f776d33c352579165f7f822d17532e8ed5018afeaa1eabd42b3a443857d85886",
        "signature": {
          "alg": "ed25519",
          "sig": "9e47015bc06c927851ca45dd7d33e8852117891f75c4e9a306452749e28a32837db5f443e03937aab0c93486b92bb1b1652a13003f5292eed6ffd0f1f1370804"
        }
      },
      "receipt_sha256": "f776d33c352579165f7f822d17532e8ed5018afeaa1eabd42b3a443857d85886"
    },
    {
      "storm_id": "384013",
      "lat": 28.619,
      "lon": -92.403,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3470.0,
      "ebshear": 28.0,
      "srh01": 43.0,
      "maxllaz": 0.002,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 63.7687
        },
        {
          "name": "alignment",
          "value": 0.4579
        },
        {
          "name": "tau",
          "value": 2.9322
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0943
      },
      "coherence_score": 2.932157516479492,
      "coherence_diagnostics": {
        "tau": 2.932157516479492,
        "grad_tau": 0.134642094373703,
        "torsion": 0.0,
        "alignment": 0.4579087197780609,
        "S_field": 0.7432661056518555,
        "Gamma_field": 0.15000000596046448,
        "S_over_Gamma": 4.95510721206665,
        "Da": 8.72606372833252,
        "E_coh": 0.9447489380836487,
        "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": [
          [
            [
              -92.41,
              28.68
            ],
            [
              -92.38,
              28.68
            ],
            [
              -92.34,
              28.64
            ],
            [
              -92.35,
              28.63
            ],
            [
              -92.36,
              28.53
            ],
            [
              -92.44,
              28.53
            ],
            [
              -92.44,
              28.59
            ],
            [
              -92.45,
              28.6
            ],
            [
              -92.45,
              28.63
            ],
            [
              -92.41,
              28.68
            ]
          ]
        ]
      },
      "raw_probability": 0.0943,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "ceabe5ab605c38c70ecf51e012f22476647a2576266558ab1f933a3f0e3a4394",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0943,
        "probability": 0.001196,
        "confidence_lo": 0.001096,
        "confidence_hi": 0.001196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ed97af5009c1cddd2933ca4412bd7e5537c4132c68c1d6adb9e8f2865b5119c7",
        "signature": {
          "alg": "ed25519",
          "sig": "9f20eddcfbc20d3edb2ae0e152c0fec24fdd01e98c020e0b5dc6f19929d7d6126e2bad602451d202d05e3f3292a4abcc659bc1cb77d02a7097153a9b3de3b000"
        }
      },
      "receipt_sha256": "ed97af5009c1cddd2933ca4412bd7e5537c4132c68c1d6adb9e8f2865b5119c7"
    },
    {
      "storm_id": "383963",
      "lat": 36.892,
      "lon": -78.798,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1940.0,
      "ebshear": 24.0,
      "srh01": 40.0,
      "maxllaz": 0.001,
      "mesh": 0.12,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.5187
        },
        {
          "name": "alignment",
          "value": -3.1969
        },
        {
          "name": "tau",
          "value": 3.7024
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.091
      },
      "coherence_score": 3.702394485473633,
      "coherence_diagnostics": {
        "tau": 3.702394485473633,
        "grad_tau": 0.38214704394340515,
        "torsion": 0.0,
        "alignment": -3.19690203666687,
        "S_field": 0.4898875057697296,
        "Gamma_field": 0.2678857445716858,
        "S_over_Gamma": 1.8287180662155151,
        "Da": 16.46902847290039,
        "E_coh": 0.8356242179870605,
        "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": [
          [
            [
              -78.8,
              36.93
            ],
            [
              -78.77,
              36.93
            ],
            [
              -78.76,
              36.92
            ],
            [
              -78.76,
              36.89
            ],
            [
              -78.78,
              36.86
            ],
            [
              -78.8,
              36.85
            ],
            [
              -78.83,
              36.85
            ],
            [
              -78.84,
              36.86
            ],
            [
              -78.84,
              36.9
            ],
            [
              -78.8,
              36.93
            ]
          ]
        ]
      },
      "raw_probability": 0.091,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "bca211edce516986fbd93b1cd07d9a1f30b157b83c543ceba653912229348edb",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.091,
        "probability": 0.001196,
        "confidence_lo": 0.001096,
        "confidence_hi": 0.001196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "092f8d0df9b43291fe7fdfed382fd25519086d546b3667c1a508f471357c4edf",
        "signature": {
          "alg": "ed25519",
          "sig": "88979e7ea23f0b6fca2385e8dc46ac062a062780b816cd247ea16397b43125152faa14d1d3cfc66f616cc7a92b07c01ba436e7dfa1b5996ca4a9322016873305"
        }
      },
      "receipt_sha256": "092f8d0df9b43291fe7fdfed382fd25519086d546b3667c1a508f471357c4edf"
    },
    {
      "storm_id": "384074",
      "lat": 30.29,
      "lon": -90.1337,
      "motion_east": 0.5,
      "motion_south": -2.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3437.0,
      "ebshear": 12.0,
      "srh01": 40.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 61.0187
        },
        {
          "name": "alignment",
          "value": -0.8079
        },
        {
          "name": "tau",
          "value": 3.0315
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0901
      },
      "coherence_score": 3.0314977169036865,
      "coherence_diagnostics": {
        "tau": 3.0314977169036865,
        "grad_tau": 0.48059049248695374,
        "torsion": 0.0,
        "alignment": -0.8079405426979065,
        "S_field": 0.3188105821609497,
        "Gamma_field": 0.43788573145866394,
        "S_over_Gamma": 0.7280679941177368,
        "Da": 25.259218215942383,
        "E_coh": 0.7487682104110718,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.14,
              30.32
            ],
            [
              -90.12,
              30.3
            ],
            [
              -90.1,
              30.3
            ],
            [
              -90.1,
              30.25
            ],
            [
              -90.15,
              30.25
            ],
            [
              -90.16,
              30.27
            ],
            [
              -90.16,
              30.31
            ],
            [
              -90.14,
              30.32
            ]
          ]
        ]
      },
      "raw_probability": 0.0901,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "df5cb290733922304599a0e4cae04ec51316dd3e29fa333931d4aa721ffb1c45",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0901,
        "probability": 0.001196,
        "confidence_lo": 0.001096,
        "confidence_hi": 0.001196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9275dd750c9fb1ccc40ad2f62d02b260ad117761c6156b025b312f03bf9a9198",
        "signature": {
          "alg": "ed25519",
          "sig": "519e1c18b468b68ee888220d0714213ab9bee7be1303e9c8e01fb8a34e8b5489dacd14f9318a2aa5480b387ec7b896caa728895a8dbc2fcd49e8081abbcf660c"
        }
      },
      "receipt_sha256": "9275dd750c9fb1ccc40ad2f62d02b260ad117761c6156b025b312f03bf9a9198"
    },
    {
      "storm_id": "384053",
      "lat": 46.5987,
      "lon": -70.475,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 801.0,
      "ebshear": 22.0,
      "srh01": 78.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 78.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.7687
        },
        {
          "name": "alignment",
          "value": -2.5066
        },
        {
          "name": "tau",
          "value": 0.8784
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0885
      },
      "coherence_score": 0.8784222602844238,
      "coherence_diagnostics": {
        "tau": 0.8784222602844238,
        "grad_tau": 0.20822526514530182,
        "torsion": 0.0,
        "alignment": -2.5066373348236084,
        "S_field": 0.32981759309768677,
        "Gamma_field": 0.27871909737586975,
        "S_over_Gamma": 1.1833332777023315,
        "Da": 16.467100143432617,
        "E_coh": 0.49768543243408203,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -70.51,
              46.62
            ],
            [
              -70.43,
              46.62
            ],
            [
              -70.43,
              46.57
            ],
            [
              -70.45,
              46.58
            ],
            [
              -70.46,
              46.6
            ],
            [
              -70.5,
              46.6
            ],
            [
              -70.51,
              46.58
            ],
            [
              -70.51,
              46.62
            ]
          ]
        ]
      },
      "raw_probability": 0.0885,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "35885584a111431504cf34b51b8261bac59b43a26d81540ff61d8ca3238e3188",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0885,
        "probability": 0.001196,
        "confidence_lo": 0.001096,
        "confidence_hi": 0.001196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2e7122d672db1b815286dfab731521abd7501cf2da0f9d25d15794d4e4f80c4b",
        "signature": {
          "alg": "ed25519",
          "sig": "889150701a4a60ae7909ffe47f7e2b5d38e8408efa5ea8e95f764f439d571c30c6db878c80e7e7dade9ed096ea1d3cdc8c5e77da2afba8ec5762cb2d72895206"
        }
      },
      "receipt_sha256": "2e7122d672db1b815286dfab731521abd7501cf2da0f9d25d15794d4e4f80c4b"
    },
    {
      "storm_id": "383816",
      "lat": 31.305,
      "lon": -110.5925,
      "motion_east": 0.0,
      "motion_south": 0.6,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2679.0,
      "ebshear": 28.0,
      "srh01": 19.0,
      "maxllaz": 0.003,
      "mesh": 0.17,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.3937
        },
        {
          "name": "alignment",
          "value": -1.5219
        },
        {
          "name": "tau",
          "value": 1.8434
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0874
      },
      "coherence_score": 1.8433585166931152,
      "coherence_diagnostics": {
        "tau": 1.8433585166931152,
        "grad_tau": 0.5834729671478271,
        "torsion": 0.0,
        "alignment": -1.5219342708587646,
        "S_field": 1.2641181945800781,
        "Gamma_field": 0.37538576126098633,
        "S_over_Gamma": 3.3675177097320557,
        "Da": 21.63714599609375,
        "E_coh": 0.9946156740188599,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.6,
              31.34
            ],
            [
              -110.58,
              31.32
            ],
            [
              -110.56,
              31.32
            ],
            [
              -110.56,
              31.26
            ],
            [
              -110.6,
              31.26
            ],
            [
              -110.62,
              31.28
            ],
            [
              -110.62,
              31.32
            ],
            [
              -110.6,
              31.34
            ]
          ]
        ]
      },
      "raw_probability": 0.0874,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "c84f5bd5129df127984e4516c3a570500318d25953cb8d496fda9036b3963b25",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0874,
        "probability": 0.001196,
        "confidence_lo": 0.001096,
        "confidence_hi": 0.001196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bdb2740da9e6a50fac08edb8a740fbe9cacf4a9fc1180c92811365302f94866c",
        "signature": {
          "alg": "ed25519",
          "sig": "17ec40b058f0e979874f2629e1188120dc3dac4a0995c5f2c4c7aed010c17fb21743e08e16043cd442695a1c93f29d2a17bf751875d6b202953b55cef62faa0d"
        }
      },
      "receipt_sha256": "bdb2740da9e6a50fac08edb8a740fbe9cacf4a9fc1180c92811365302f94866c"
    },
    {
      "storm_id": "383748",
      "lat": 31.2169,
      "lon": -110.8431,
      "motion_east": 0.0,
      "motion_south": 0.6,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2732.0,
      "ebshear": 24.0,
      "srh01": 10.0,
      "maxllaz": 0.009,
      "mesh": 1.78,
      "flash_rate": 26.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.3937
        },
        {
          "name": "alignment",
          "value": -1.5219
        },
        {
          "name": "tau",
          "value": 1.8434
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0867
      },
      "coherence_score": 1.8433585166931152,
      "coherence_diagnostics": {
        "tau": 1.8433585166931152,
        "grad_tau": 0.5834729671478271,
        "torsion": 0.0,
        "alignment": -1.5219342708587646,
        "S_field": 1.2641181945800781,
        "Gamma_field": 0.37538576126098633,
        "S_over_Gamma": 3.3675177097320557,
        "Da": 21.63714599609375,
        "E_coh": 0.9946156740188599,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.87,
              31.29
            ],
            [
              -110.81,
              31.29
            ],
            [
              -110.77,
              31.25
            ],
            [
              -110.77,
              31.23
            ],
            [
              -110.76,
              31.22
            ],
            [
              -110.77,
              31.18
            ],
            [
              -110.82,
              31.14
            ],
            [
              -110.86,
              31.14
            ],
            [
              -110.88,
              31.15
            ],
            [
              -110.92,
              31.19
            ],
            [
              -110.93,
              31.21
            ],
            [
              -110.93,
              31.24
            ],
            [
              -110.87,
              31.29
            ]
          ]
        ]
      },
      "raw_probability": 0.0867,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "848a7ec66e4d6c31c49be4e3deedffdfed06849f0a4f4e0ca12507547470965f",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0867,
        "probability": 0.001196,
        "confidence_lo": 0.000916,
        "confidence_hi": 0.001196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e9e9de169b9b13329db04c6027f7109e83147a7ce2bef7d89a7f3f992d480ea9",
        "signature": {
          "alg": "ed25519",
          "sig": "83e8904c5b5106e3c8d27dce42a06ba2d1f4b4f4a49e6ff038665a782d216b069188ffc42c61085da801138e7266f6d646d8f245fc2f14557871444e87474904"
        }
      },
      "receipt_sha256": "e9e9de169b9b13329db04c6027f7109e83147a7ce2bef7d89a7f3f992d480ea9"
    },
    {
      "storm_id": "383313",
      "lat": 31.8917,
      "lon": -81.1317,
      "motion_east": 1.9,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4230.0,
      "ebshear": 22.0,
      "srh01": 55.0,
      "maxllaz": 0.008,
      "mesh": 1.45,
      "flash_rate": 29.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.2687
        },
        {
          "name": "alignment",
          "value": -2.3769
        },
        {
          "name": "tau",
          "value": 3.4489
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0865
      },
      "coherence_score": 3.448852062225342,
      "coherence_diagnostics": {
        "tau": 3.448852062225342,
        "grad_tau": 0.32831835746765137,
        "torsion": 0.0,
        "alignment": -2.3769001960754395,
        "S_field": 0.6268864274024963,
        "Gamma_field": 0.3970524072647095,
        "S_over_Gamma": 1.5788506269454956,
        "Da": 24.110069274902344,
        "E_coh": 0.9336081743240356,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.18,
              31.94
            ],
            [
              -81.08,
              31.94
            ],
            [
              -81.06,
              31.93
            ],
            [
              -81.04,
              31.91
            ],
            [
              -81.04,
              31.88
            ],
            [
              -81.05,
              31.86
            ],
            [
              -81.12,
              31.81
            ],
            [
              -81.18,
              31.81
            ],
            [
              -81.22,
              31.86
            ],
            [
              -81.22,
              31.9
            ],
            [
              -81.21,
              31.92
            ],
            [
              -81.18,
              31.94
            ]
          ]
        ]
      },
      "raw_probability": 0.0865,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "ceb2d6de37e16f1ef84ea606bb1dfc23e1bbc90af9c355cdd2d442c3bad1f08e",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0865,
        "probability": 0.001196,
        "confidence_lo": 0.000916,
        "confidence_hi": 0.001196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e67cb94e9902c6b5002b145e1b76abcdcbc9048553e0abf7d37e98414340608e",
        "signature": {
          "alg": "ed25519",
          "sig": "755767f7fe375ce82ccd33cc431335d0e9090b7a70ecd200cfb7c8b7d87198d6ceaca272e671d43569cbb675eb583b039e2b2560bd789c9f9e54e1b2406cee03"
        }
      },
      "receipt_sha256": "e67cb94e9902c6b5002b145e1b76abcdcbc9048553e0abf7d37e98414340608e"
    },
    {
      "storm_id": "383604",
      "lat": 33.625,
      "lon": -116.565,
      "motion_east": 0.0,
      "motion_south": 0.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1764.0,
      "ebshear": 30.0,
      "srh01": 68.0,
      "maxllaz": 0.004,
      "mesh": 1.07,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 68.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.3937
        },
        {
          "name": "alignment",
          "value": -0.7341
        },
        {
          "name": "tau",
          "value": 0.5429
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0863
      },
      "coherence_score": 0.5429190993309021,
      "coherence_diagnostics": {
        "tau": 0.5429190993309021,
        "grad_tau": 0.07443415373563766,
        "torsion": 0.0,
        "alignment": -0.734079122543335,
        "S_field": 0.09959717094898224,
        "Gamma_field": 0.15288574993610382,
        "S_over_Gamma": 0.6514483690261841,
        "Da": 9.171419143676758,
        "E_coh": 0.04433341696858406,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -116.57,
              33.71
            ],
            [
              -116.53,
              33.7
            ],
            [
              -116.5,
              33.66
            ],
            [
              -116.5,
              33.58
            ],
            [
              -116.53,
              33.55
            ],
            [
              -116.52,
              33.52
            ],
            [
              -116.6,
              33.53
            ],
            [
              -116.62,
              33.55
            ],
            [
              -116.62,
              33.65
            ],
            [
              -116.61,
              33.66
            ],
            [
              -116.61,
              33.68
            ],
            [
              -116.57,
              33.71
            ]
          ]
        ]
      },
      "raw_probability": 0.0863,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "b7dee61051bcf529fd5c5823bc2d707a0edead7671e4dbb813868fc30d28e162",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0863,
        "probability": 0.001196,
        "confidence_lo": 0.000916,
        "confidence_hi": 0.001196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e8d112685260722fe23bed36caec7d9e8e77d1ddb1f0df1695b04cfc1bd6fbdc",
        "signature": {
          "alg": "ed25519",
          "sig": "b3e8aebd251cc2acfe11309203e100be4219cc1d3dec138e37001031a484410fa81115cf1b17cb361935979c832a6147530383a9fc405cb5cc1b4bf649f10f02"
        }
      },
      "receipt_sha256": "e8d112685260722fe23bed36caec7d9e8e77d1ddb1f0df1695b04cfc1bd6fbdc"
    },
    {
      "storm_id": "383152",
      "lat": 36.716,
      "lon": -78.842,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1954.0,
      "ebshear": 23.0,
      "srh01": 36.0,
      "maxllaz": 0.005,
      "mesh": 0.24,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.5187
        },
        {
          "name": "alignment",
          "value": -3.1969
        },
        {
          "name": "tau",
          "value": 3.7024
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0846
      },
      "coherence_score": 3.702394485473633,
      "coherence_diagnostics": {
        "tau": 3.702394485473633,
        "grad_tau": 0.38214704394340515,
        "torsion": 0.0,
        "alignment": -3.19690203666687,
        "S_field": 0.4898875057697296,
        "Gamma_field": 0.2678857445716858,
        "S_over_Gamma": 1.8287180662155151,
        "Da": 16.46902847290039,
        "E_coh": 0.8356242179870605,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.87,
              36.76
            ],
            [
              -78.83,
              36.76
            ],
            [
              -78.81,
              36.74
            ],
            [
              -78.81,
              36.72
            ],
            [
              -78.79,
              36.69
            ],
            [
              -78.81,
              36.65
            ],
            [
              -78.85,
              36.65
            ],
            [
              -78.89,
              36.69
            ],
            [
              -78.89,
              36.74
            ],
            [
              -78.87,
              36.76
            ]
          ]
        ]
      },
      "raw_probability": 0.0846,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "74d928e77b1d6c712c02686f0fa7a0be7a28bca85ee23855903e99942f029ca1",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0846,
        "probability": 0.001168,
        "confidence_lo": 0.000902,
        "confidence_hi": 0.001169,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c1192757039afad0d3e88548b8791b86bc90327fe0ee6d9c4d6075cf5163d233",
        "signature": {
          "alg": "ed25519",
          "sig": "42f70ef1beb8e01aeb7ce2c385b6cb114be411007c5d0748be342363a6e4ef10e7d8d1d403689041d66d765bcb37cc3df7c79f23be5d2f67480e1fad4b0cb902"
        }
      },
      "receipt_sha256": "c1192757039afad0d3e88548b8791b86bc90327fe0ee6d9c4d6075cf5163d233"
    },
    {
      "storm_id": "384005",
      "lat": 35.1133,
      "lon": -78.8511,
      "motion_east": 4.2,
      "motion_south": 1.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2688.0,
      "ebshear": 19.0,
      "srh01": 44.0,
      "maxllaz": 0.004,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.7687
        },
        {
          "name": "alignment",
          "value": -1.7396
        },
        {
          "name": "tau",
          "value": 3.6828
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0844
      },
      "coherence_score": 3.6828200817108154,
      "coherence_diagnostics": {
        "tau": 3.6828200817108154,
        "grad_tau": 0.3234702944755554,
        "torsion": 0.0,
        "alignment": -1.7395899295806885,
        "S_field": 1.269492745399475,
        "Gamma_field": 0.3445524275302887,
        "S_over_Gamma": 3.684468984603882,
        "Da": 21.151565551757812,
        "E_coh": 0.9786186814308167,
        "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": [
          [
            [
              -78.87,
              35.14
            ],
            [
              -78.83,
              35.14
            ],
            [
              -78.82,
              35.13
            ],
            [
              -78.81,
              35.1
            ],
            [
              -78.83,
              35.07
            ],
            [
              -78.87,
              35.08
            ],
            [
              -78.88,
              35.09
            ],
            [
              -78.88,
              35.13
            ],
            [
              -78.87,
              35.14
            ]
          ]
        ]
      },
      "raw_probability": 0.0844,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "cefe349443a43ea822b4e8e519fe33835bb90c0379c3d95fbec731181190a046",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0844,
        "probability": 0.001168,
        "confidence_lo": 0.000902,
        "confidence_hi": 0.001169,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d0251348edb3ef97c2ac87c4ed4966b4d8721b6d2625550356085403391c415c",
        "signature": {
          "alg": "ed25519",
          "sig": "07f41e40782e52d6a05a481be36b7c02437bdf6f8e11ff0ea768086f2802eb4d87eae937517fd58044eee075b15c11156cc91080180aec51f4f6a2aa8d406502"
        }
      },
      "receipt_sha256": "d0251348edb3ef97c2ac87c4ed4966b4d8721b6d2625550356085403391c415c"
    },
    {
      "storm_id": "382972",
      "lat": 48.4255,
      "lon": -71.0245,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 857.0,
      "ebshear": 32.0,
      "srh01": 77.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 77.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.8937
        },
        {
          "name": "alignment",
          "value": -2.2458
        },
        {
          "name": "tau",
          "value": 0.4466
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0838
      },
      "coherence_score": 0.44662243127822876,
      "coherence_diagnostics": {
        "tau": 0.44662243127822876,
        "grad_tau": 0.40075206756591797,
        "torsion": 0.0,
        "alignment": -2.2458279132843018,
        "S_field": 0.12171071022748947,
        "Gamma_field": 0.2128857523202896,
        "S_over_Gamma": 0.5717184543609619,
        "Da": 13.071690559387207,
        "E_coh": 0.3101171553134918,
        "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": [
          [
            [
              -70.99,
              48.52
            ],
            [
              -70.97,
              48.5
            ],
            [
              -70.97,
              48.48
            ],
            [
              -70.96,
              48.47
            ],
            [
              -71.0,
              48.44
            ],
            [
              -71.0,
              48.41
            ],
            [
              -70.99,
              48.4
            ],
            [
              -71.0,
              48.39
            ],
            [
              -71.0,
              48.34
            ],
            [
              -71.04,
              48.32
            ],
            [
              -71.09,
              48.31
            ],
            [
              -71.1,
              48.32
            ],
            [
              -71.1,
              48.37
            ],
            [
              -71.07,
              48.4
            ],
            [
              -71.07,
              48.41
            ],
            [
              -71.05,
              48.42
            ],
            [
              -71.06,
              48.47
            ],
            [
              -71.03,
              48.51
            ],
            [
              -71.01,
              48.51
            ],
            [
              -70.99,
              48.52
            ]
          ]
        ]
      },
      "raw_probability": 0.0838,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "336114713d10e3480819a5887bafe28916a710a409c6c03fc9c02dcd6d91a6f0",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0838,
        "probability": 0.001168,
        "confidence_lo": 0.000902,
        "confidence_hi": 0.001169,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "79713f52a247f52b9a0c1c495a201691d9b0fd6ac2c41b0d11011c36ad323656",
        "signature": {
          "alg": "ed25519",
          "sig": "19bbb9b8f19b2ed81dde712978f0afee2dafa411c73fb4449e0f39507c57232e23b415ae3d26d868397748b80fbdf0e765d3f9099985d5bb948116288918ab03"
        }
      },
      "receipt_sha256": "79713f52a247f52b9a0c1c495a201691d9b0fd6ac2c41b0d11011c36ad323656"
    },
    {
      "storm_id": "384078",
      "lat": 48.3317,
      "lon": -71.2667,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 800.0,
      "ebshear": 29.0,
      "srh01": 83.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 83.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.8937
        },
        {
          "name": "alignment",
          "value": -2.2458
        },
        {
          "name": "tau",
          "value": 0.4466
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0838
      },
      "coherence_score": 0.44662243127822876,
      "coherence_diagnostics": {
        "tau": 0.44662243127822876,
        "grad_tau": 0.40075206756591797,
        "torsion": 0.0,
        "alignment": -2.2458279132843018,
        "S_field": 0.12171071022748947,
        "Gamma_field": 0.2128857523202896,
        "S_over_Gamma": 0.5717184543609619,
        "Da": 13.071690559387207,
        "E_coh": 0.3101171553134918,
        "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": [
          [
            [
              -71.26,
              48.36
            ],
            [
              -71.24,
              48.35
            ],
            [
              -71.24,
              48.29
            ],
            [
              -71.3,
              48.29
            ],
            [
              -71.3,
              48.34
            ],
            [
              -71.26,
              48.36
            ]
          ]
        ]
      },
      "raw_probability": 0.0838,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "336114713d10e3480819a5887bafe28916a710a409c6c03fc9c02dcd6d91a6f0",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0838,
        "probability": 0.001168,
        "confidence_lo": 0.000902,
        "confidence_hi": 0.001169,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "79713f52a247f52b9a0c1c495a201691d9b0fd6ac2c41b0d11011c36ad323656",
        "signature": {
          "alg": "ed25519",
          "sig": "19bbb9b8f19b2ed81dde712978f0afee2dafa411c73fb4449e0f39507c57232e23b415ae3d26d868397748b80fbdf0e765d3f9099985d5bb948116288918ab03"
        }
      },
      "receipt_sha256": "79713f52a247f52b9a0c1c495a201691d9b0fd6ac2c41b0d11011c36ad323656"
    },
    {
      "storm_id": "383448",
      "lat": 30.0981,
      "lon": -90.0948,
      "motion_east": 0.4,
      "motion_south": -2.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3726.0,
      "ebshear": 15.0,
      "srh01": 53.0,
      "maxllaz": 0.004,
      "mesh": 0.23,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 61.0187
        },
        {
          "name": "alignment",
          "value": -0.8079
        },
        {
          "name": "tau",
          "value": 3.0315
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0812
      },
      "coherence_score": 3.0314977169036865,
      "coherence_diagnostics": {
        "tau": 3.0314977169036865,
        "grad_tau": 0.48059049248695374,
        "torsion": 0.0,
        "alignment": -0.8079405426979065,
        "S_field": 0.3188105821609497,
        "Gamma_field": 0.43788573145866394,
        "S_over_Gamma": 0.7280679941177368,
        "Da": 25.259218215942383,
        "E_coh": 0.7487682104110718,
        "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": [
          [
            [
              -90.13,
              30.22
            ],
            [
              -90.1,
              30.22
            ],
            [
              -90.04,
              30.16
            ],
            [
              -90.04,
              30.13
            ],
            [
              -90.02,
              30.11
            ],
            [
              -90.02,
              30.09
            ],
            [
              -90.0,
              30.06
            ],
            [
              -90.0,
              30.03
            ],
            [
              -90.02,
              30.03
            ],
            [
              -90.04,
              30.05
            ],
            [
              -90.05,
              30.05
            ],
            [
              -90.08,
              30.03
            ],
            [
              -90.11,
              30.03
            ],
            [
              -90.15,
              30.01
            ],
            [
              -90.17,
              30.01
            ],
            [
              -90.18,
              30.02
            ],
            [
              -90.19,
              30.12
            ],
            [
              -90.18,
              30.13
            ],
            [
              -90.18,
              30.15
            ],
            [
              -90.16,
              30.19
            ],
            [
              -90.13,
              30.22
            ]
          ]
        ]
      },
      "raw_probability": 0.0812,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "3d3a36ab71a4377d051f680af0fc86b5931150cbcf237c97761297d6bc6e6a1b",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0812,
        "probability": 0.001113,
        "confidence_lo": 0.00079,
        "confidence_hi": 0.001114,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f721055b7c45c6505cce8975a9eee5a5e14d033a1b3d93c6e2fd7ef799a6467b",
        "signature": {
          "alg": "ed25519",
          "sig": "5f4f6f417061f51c4ad924f7a012166ed8ed1db32ade6ce688890ffc8faebfcd0661767017285f92c05d47cd50c596476996b2504ace07628414da13ea041f0d"
        }
      },
      "receipt_sha256": "f721055b7c45c6505cce8975a9eee5a5e14d033a1b3d93c6e2fd7ef799a6467b"
    },
    {
      "storm_id": "383566",
      "lat": 31.5372,
      "lon": -81.3333,
      "motion_east": 2.1,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4107.0,
      "ebshear": 27.0,
      "srh01": 51.0,
      "maxllaz": 0.004,
      "mesh": 0.12,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 51.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.2687
        },
        {
          "name": "alignment",
          "value": -2.3769
        },
        {
          "name": "tau",
          "value": 3.4489
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.079
      },
      "coherence_score": 3.448852062225342,
      "coherence_diagnostics": {
        "tau": 3.448852062225342,
        "grad_tau": 0.32831835746765137,
        "torsion": 0.0,
        "alignment": -2.3769001960754395,
        "S_field": 0.6268864274024963,
        "Gamma_field": 0.3970524072647095,
        "S_over_Gamma": 1.5788506269454956,
        "Da": 24.110069274902344,
        "E_coh": 0.9336081743240356,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.36,
              31.64
            ],
            [
              -81.3,
              31.62
            ],
            [
              -81.25,
              31.57
            ],
            [
              -81.23,
              31.56
            ],
            [
              -81.23,
              31.51
            ],
            [
              -81.24,
              31.5
            ],
            [
              -81.28,
              31.49
            ],
            [
              -81.3,
              31.46
            ],
            [
              -81.33,
              31.46
            ],
            [
              -81.34,
              31.45
            ],
            [
              -81.38,
              31.47
            ],
            [
              -81.4,
              31.49
            ],
            [
              -81.4,
              31.51
            ],
            [
              -81.41,
              31.52
            ],
            [
              -81.41,
              31.57
            ],
            [
              -81.39,
              31.59
            ],
            [
              -81.39,
              31.62
            ],
            [
              -81.36,
              31.64
            ]
          ]
        ]
      },
      "raw_probability": 0.079,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "3ea022f8af581e23fe6d116bc4c705027b5b559c72455eb52007a193abe7fb68",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.079,
        "probability": 0.000921,
        "confidence_lo": 0.00079,
        "confidence_hi": 0.000921,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a5fd193e5f38a4c5affc6f37eae616b7fbd415c077aaf2141871ecf476b93bbf",
        "signature": {
          "alg": "ed25519",
          "sig": "6b0a326b8e15c147e401bb088ed86f6c3574fe8c71e0aac3c867afc446066a06be7d0e6b57156500056dd6364bd1902b210b425aef3d428c7e3a8fb0bcf21e01"
        }
      },
      "receipt_sha256": "a5fd193e5f38a4c5affc6f37eae616b7fbd415c077aaf2141871ecf476b93bbf"
    },
    {
      "storm_id": "383695",
      "lat": 36.714,
      "lon": -79.338,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2568.0,
      "ebshear": 22.0,
      "srh01": 27.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.5187
        },
        {
          "name": "alignment",
          "value": -3.8129
        },
        {
          "name": "tau",
          "value": 4.2321
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0787
      },
      "coherence_score": 4.232127666473389,
      "coherence_diagnostics": {
        "tau": 4.232127666473389,
        "grad_tau": 0.47265633940696716,
        "torsion": 0.0,
        "alignment": -3.8128585815429688,
        "S_field": 1.3020775318145752,
        "Gamma_field": 0.22371907532215118,
        "S_over_Gamma": 5.820145130157471,
        "Da": 13.923720359802246,
        "E_coh": 0.9126172661781311,
        "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": [
          [
            [
              -79.35,
              36.75
            ],
            [
              -79.33,
              36.75
            ],
            [
              -79.29,
              36.73
            ],
            [
              -79.29,
              36.68
            ],
            [
              -79.3,
              36.67
            ],
            [
              -79.35,
              36.67
            ],
            [
              -79.37,
              36.69
            ],
            [
              -79.37,
              36.72
            ],
            [
              -79.38,
              36.73
            ],
            [
              -79.35,
              36.75
            ]
          ]
        ]
      },
      "raw_probability": 0.0787,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "2fbe65fc0e4331076f977bb552e29b55c2d3c9fe5014d4e595d0b051ffc67064",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0787,
        "probability": 0.000921,
        "confidence_lo": 0.00079,
        "confidence_hi": 0.000921,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a48fadd5b027b7c63a943894752ecaed4258be7a23a46975dabe99db176dd6d7",
        "signature": {
          "alg": "ed25519",
          "sig": "b7ba0125912dcac480d586d846cf469317e11c654f4f128742cdfd448de9442b3a4f4e27097db415bbeb493af15bfccf0bcd0fc1bd4ea4483ac9debb871bc002"
        }
      },
      "receipt_sha256": "a48fadd5b027b7c63a943894752ecaed4258be7a23a46975dabe99db176dd6d7"
    },
    {
      "storm_id": "383822",
      "lat": 27.2723,
      "lon": -96.0738,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2924.0,
      "ebshear": 17.0,
      "srh01": 49.0,
      "maxllaz": 0.001,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.7687
        },
        {
          "name": "alignment",
          "value": -1.8064
        },
        {
          "name": "tau",
          "value": 1.4953
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0772
      },
      "coherence_score": 1.4953488111495972,
      "coherence_diagnostics": {
        "tau": 1.4953488111495972,
        "grad_tau": 0.2225012332201004,
        "torsion": 0.0,
        "alignment": -1.8064395189285278,
        "S_field": 0.22187568247318268,
        "Gamma_field": 0.3887190818786621,
        "S_over_Gamma": 0.570786714553833,
        "Da": 22.394750595092773,
        "E_coh": 0.8752621412277222,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.09,
              27.31
            ],
            [
              -96.03,
              27.31
            ],
            [
              -96.03,
              27.29
            ],
            [
              -96.05,
              27.27
            ],
            [
              -96.04,
              27.23
            ],
            [
              -96.1,
              27.23
            ],
            [
              -96.09,
              27.25
            ],
            [
              -96.08,
              27.24
            ],
            [
              -96.07,
              27.25
            ],
            [
              -96.07,
              27.26
            ],
            [
              -96.11,
              27.29
            ],
            [
              -96.11,
              27.3
            ],
            [
              -96.09,
              27.31
            ]
          ]
        ]
      },
      "raw_probability": 0.0772,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "d63ac74ca466d7a1f9ca41beb5028024e0a23a5533e60c9b9dc195717d099940",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0772,
        "probability": 0.000921,
        "confidence_lo": 0.00079,
        "confidence_hi": 0.000921,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ac7f4c35dce3222e536a84f328324589f82aa4fbbb0afa95d104d3ace92639d2",
        "signature": {
          "alg": "ed25519",
          "sig": "50e6b0b854a0459f1b40f2d7653f0752f66e2bd19587fba402a54644968b08ea2172355e8a71e028f73417a72e5202d08e010a52a2855b76c8752efb5506e609"
        }
      },
      "receipt_sha256": "ac7f4c35dce3222e536a84f328324589f82aa4fbbb0afa95d104d3ace92639d2"
    },
    {
      "storm_id": "382907",
      "lat": 31.8195,
      "lon": -115.8089,
      "motion_east": 0.3,
      "motion_south": -1.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2178.0,
      "ebshear": 19.0,
      "srh01": 60.0,
      "maxllaz": 0.01,
      "mesh": 0.66,
      "flash_rate": 36.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 60.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.0187
        },
        {
          "name": "alignment",
          "value": 2.402
        },
        {
          "name": "tau",
          "value": 0.5163
        },
        {
          "name": "maxllaz",
          "value": 0.01
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0757
      },
      "coherence_score": 0.5162773132324219,
      "coherence_diagnostics": {
        "tau": 0.5162773132324219,
        "grad_tau": 0.06152105703949928,
        "torsion": 0.0,
        "alignment": 2.4020068645477295,
        "S_field": 0.06712415814399719,
        "Gamma_field": 0.15538574755191803,
        "S_over_Gamma": 0.431984007358551,
        "Da": 9.565218925476074,
        "E_coh": 0.11603064090013504,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -115.8,
              31.9
            ],
            [
              -115.78,
              31.89
            ],
            [
              -115.74,
              31.85
            ],
            [
              -115.73,
              31.85
            ],
            [
              -115.69,
              31.82
            ],
            [
              -115.69,
              31.76
            ],
            [
              -115.7,
              31.75
            ],
            [
              -115.74,
              31.75
            ],
            [
              -115.75,
              31.74
            ],
            [
              -115.84,
              31.74
            ],
            [
              -115.87,
              31.76
            ],
            [
              -115.91,
              31.76
            ],
            [
              -115.94,
              31.78
            ],
            [
              -115.94,
              31.82
            ],
            [
              -115.9,
              31.86
            ],
            [
              -115.89,
              31.86
            ],
            [
              -115.85,
              31.89
            ],
            [
              -115.81,
              31.89
            ],
            [
              -115.8,
              31.9
            ]
          ]
        ]
      },
      "raw_probability": 0.0757,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "98380c0c602d777f4575d18afc010f51b71a40fdffec6b18a48cf4153299d140",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0757,
        "probability": 0.000921,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000921,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "884e779f0c057fc4f310349e07926d11e1147e4103bbf7f98da315b322281871",
        "signature": {
          "alg": "ed25519",
          "sig": "1261dc5d266ceee095a8c0e0deca186f0d3cf050f2d342a9fae3016709583271d46345e7732c172157cb3d86a9db1129e74c4bf7a31e51450f73c414227c6301"
        }
      },
      "receipt_sha256": "884e779f0c057fc4f310349e07926d11e1147e4103bbf7f98da315b322281871"
    },
    {
      "storm_id": "381511",
      "lat": 48.13,
      "lon": -71.213,
      "motion_east": 3.8,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 543.0,
      "ebshear": 27.0,
      "srh01": 80.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 80.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.8937
        },
        {
          "name": "alignment",
          "value": -2.2458
        },
        {
          "name": "tau",
          "value": 0.4466
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0753
      },
      "coherence_score": 0.44662243127822876,
      "coherence_diagnostics": {
        "tau": 0.44662243127822876,
        "grad_tau": 0.40075206756591797,
        "torsion": 0.0,
        "alignment": -2.2458279132843018,
        "S_field": 0.12171071022748947,
        "Gamma_field": 0.2128857523202896,
        "S_over_Gamma": 0.5717184543609619,
        "Da": 13.071690559387207,
        "E_coh": 0.3101171553134918,
        "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": 6,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -71.22,
              48.17
            ],
            [
              -71.18,
              48.17
            ],
            [
              -71.17,
              48.15
            ],
            [
              -71.17,
              48.11
            ],
            [
              -71.19,
              48.11
            ],
            [
              -71.22,
              48.09
            ],
            [
              -71.24,
              48.09
            ],
            [
              -71.26,
              48.11
            ],
            [
              -71.26,
              48.13
            ],
            [
              -71.22,
              48.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0753,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "a42f7cb4b62604130f77db1ac63df18ddc13ca114d8327949063c4b4ad2dccbb",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0753,
        "probability": 0.000921,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000921,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fa916fa7733d0cfdad40bd344fff0f131eeab68748edaf6c45fcffa4fc664c3f",
        "signature": {
          "alg": "ed25519",
          "sig": "70031fc06fd6a9e73034ce3c0a29f83b62b5b27c701866682ce01eed045c19103c96a3b7f81c885a57f63f244ef21bf5167a08dc7ff7e1b01ca21f132d27790b"
        }
      },
      "receipt_sha256": "fa916fa7733d0cfdad40bd344fff0f131eeab68748edaf6c45fcffa4fc664c3f"
    },
    {
      "storm_id": "379541",
      "lat": 35.8011,
      "lon": -75.7489,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3698.0,
      "ebshear": 28.0,
      "srh01": 58.0,
      "maxllaz": 0.003,
      "mesh": 0.14,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 58.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.1437
        },
        {
          "name": "alignment",
          "value": 2.3159
        },
        {
          "name": "tau",
          "value": 3.25
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0734
      },
      "coherence_score": 3.250004768371582,
      "coherence_diagnostics": {
        "tau": 3.250004768371582,
        "grad_tau": 0.24032101035118103,
        "torsion": 0.0,
        "alignment": 2.315911293029785,
        "S_field": 0.44719600677490234,
        "Gamma_field": 0.3862190842628479,
        "S_over_Gamma": 1.157881736755371,
        "Da": 23.429149627685547,
        "E_coh": 0.8811416625976562,
        "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": 11,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.77,
              35.84
            ],
            [
              -75.74,
              35.84
            ],
            [
              -75.71,
              35.82
            ],
            [
              -75.71,
              35.77
            ],
            [
              -75.73,
              35.75
            ],
            [
              -75.75,
              35.75
            ],
            [
              -75.78,
              35.77
            ],
            [
              -75.78,
              35.83
            ],
            [
              -75.77,
              35.84
            ]
          ]
        ]
      },
      "raw_probability": 0.0734,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "2e61f8e7c7b7ddb52165353409c51ccfaf875a4769e147352268c4ad31c4c95e",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0734,
        "probability": 0.000783,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000783,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ec71c2a231a2fc6249952dac8a3a423ba2a220f285b8eaeff38087ae3afad84e",
        "signature": {
          "alg": "ed25519",
          "sig": "ee86f8d7bdb0430aa6b53afc772e74c60b10d0baaf8834c64f594191bdb12027aee0d72cf821a8c082af36fc70bf66b192dfd70c9db1be41ae832e0fb97ca408"
        }
      },
      "receipt_sha256": "ec71c2a231a2fc6249952dac8a3a423ba2a220f285b8eaeff38087ae3afad84e"
    },
    {
      "storm_id": "383499",
      "lat": 34.9158,
      "lon": -116.6742,
      "motion_east": 1.5,
      "motion_south": -1.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 824.0,
      "ebshear": 12.0,
      "srh01": 21.0,
      "maxllaz": 0.008,
      "mesh": 0.49,
      "flash_rate": 11.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.2687
        },
        {
          "name": "alignment",
          "value": -4.2443
        },
        {
          "name": "tau",
          "value": 0.5599
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0732
      },
      "coherence_score": 0.5598902106285095,
      "coherence_diagnostics": {
        "tau": 0.5598902106285095,
        "grad_tau": 0.06783918291330338,
        "torsion": 0.0,
        "alignment": -4.244287014007568,
        "S_field": 0.14056949317455292,
        "Gamma_field": 0.15788574516773224,
        "S_over_Gamma": 0.8903241753578186,
        "Da": 9.454991340637207,
        "E_coh": 0.4904680848121643,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -116.7,
              35.07
            ],
            [
              -116.66,
              35.07
            ],
            [
              -116.62,
              35.04
            ],
            [
              -116.62,
              35.0
            ],
            [
              -116.64,
              34.98
            ],
            [
              -116.66,
              34.98
            ],
            [
              -116.67,
              34.97
            ],
            [
              -116.67,
              34.94
            ],
            [
              -116.64,
              34.9
            ],
            [
              -116.64,
              34.83
            ],
            [
              -116.61,
              34.79
            ],
            [
              -116.61,
              34.75
            ],
            [
              -116.63,
              34.73
            ],
            [
              -116.66,
              34.73
            ],
            [
              -116.68,
              34.75
            ],
            [
              -116.69,
              34.75
            ],
            [
              -116.69,
              34.82
            ],
            [
              -116.73,
              34.87
            ],
            [
              -116.73,
              34.89
            ],
            [
              -116.74,
              34.9
            ],
            [
              -116.74,
              34.94
            ],
            [
              -116.69,
              34.98
            ],
            [
              -116.69,
              34.99
            ],
            [
              -116.71,
              35.01
            ],
            [
              -116.71,
              35.06
            ],
            [
              -116.7,
              35.07
            ]
          ]
        ]
      },
      "raw_probability": 0.0732,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "d8ce04d6a41fe41c82861b37e2efd838749d9f4bf7a1fd28414203213f7d06c0",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0732,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "07d48b5da4c731acd9777d2f7c91f2441c9145f2f5c9a9acff0e14030a076fc5",
        "signature": {
          "alg": "ed25519",
          "sig": "dfd9ddf29dc50826eec66f535ab762292ffa356e9154d87c376019ad5b8e848135257999de47732ae64f6e455e35522b272c5662f8d724327563c37a501b000a"
        }
      },
      "receipt_sha256": "07d48b5da4c731acd9777d2f7c91f2441c9145f2f5c9a9acff0e14030a076fc5"
    },
    {
      "storm_id": "383493",
      "lat": 35.894,
      "lon": -111.494,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 548.0,
      "ebshear": 26.0,
      "srh01": 73.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 73.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.7687
        },
        {
          "name": "alignment",
          "value": 0.3156
        },
        {
          "name": "tau",
          "value": 0.5407
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0731
      },
      "coherence_score": 0.5406540036201477,
      "coherence_diagnostics": {
        "tau": 0.5406540036201477,
        "grad_tau": 0.06216474249958992,
        "torsion": 0.0,
        "alignment": 0.31556376814842224,
        "S_field": 0.26215100288391113,
        "Gamma_field": 0.6562190651893616,
        "S_over_Gamma": 0.3994870185852051,
        "Da": 37.491111755371094,
        "E_coh": 0.839612603187561,
        "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": [
          [
            [
              -111.56,
              35.94
            ],
            [
              -111.5,
              35.94
            ],
            [
              -111.46,
              35.92
            ],
            [
              -111.44,
              35.9
            ],
            [
              -111.42,
              35.85
            ],
            [
              -111.44,
              35.84
            ],
            [
              -111.47,
              35.84
            ],
            [
              -111.53,
              35.87
            ],
            [
              -111.56,
              35.9
            ],
            [
              -111.56,
              35.94
            ]
          ]
        ]
      },
      "raw_probability": 0.0731,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "68bbbe023ef959c8674280404bbbdf665829fc679000c55fe5eaf444b20dedc6",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0731,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "41ca97cf12292befbed8bb777be15b81bdf3adc94138bd0bc5b78f0032cd2e12",
        "signature": {
          "alg": "ed25519",
          "sig": "bedb48e71d7c1d8548e56cd1a956b15de3eae815775a78a318cce8933e20c9d90523af14c62ac735139796b56d3120598b7b94cbfdad1f484680beea72a14406"
        }
      },
      "receipt_sha256": "41ca97cf12292befbed8bb777be15b81bdf3adc94138bd0bc5b78f0032cd2e12"
    },
    {
      "storm_id": "383873",
      "lat": 41.1833,
      "lon": -103.4233,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 766.0,
      "ebshear": 27.0,
      "srh01": 55.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 18.5187
        },
        {
          "name": "alignment",
          "value": -2.2569
        },
        {
          "name": "tau",
          "value": 0.3793
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0726
      },
      "coherence_score": 0.3793157637119293,
      "coherence_diagnostics": {
        "tau": 0.3793157637119293,
        "grad_tau": 0.01145517360419035,
        "torsion": 0.0,
        "alignment": -2.256906032562256,
        "S_field": 0.27964529395103455,
        "Gamma_field": 0.5853857398033142,
        "S_over_Gamma": 0.47771114110946655,
        "Da": 37.27925491333008,
        "E_coh": 0.7492594122886658,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.44,
              41.21
            ],
            [
              -103.4,
              41.21
            ],
            [
              -103.39,
              41.2
            ],
            [
              -103.39,
              41.16
            ],
            [
              -103.41,
              41.15
            ],
            [
              -103.44,
              41.15
            ],
            [
              -103.45,
              41.16
            ],
            [
              -103.45,
              41.2
            ],
            [
              -103.44,
              41.21
            ]
          ]
        ]
      },
      "raw_probability": 0.0726,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "17fb14e9104cdcfb587228ef5c17cf58edd4851038cddc3e6c0c198fa27cc316",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0726,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "55e8c5634c81702918d6a68e45954cffdb85993e2e16f9bd5296f786d0741b62",
        "signature": {
          "alg": "ed25519",
          "sig": "77c4d9bfc72f49db4584293397bcdd208ce9ddbc9ec1c9e38a207481301450d7b08cfe60def5b836395d20118b709d24f738be9cedba353880b634df1f6bc704"
        }
      },
      "receipt_sha256": "55e8c5634c81702918d6a68e45954cffdb85993e2e16f9bd5296f786d0741b62"
    },
    {
      "storm_id": "382164",
      "lat": 35.9275,
      "lon": -80.4356,
      "motion_east": 3.3,
      "motion_south": 6.3,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2275.0,
      "ebshear": 11.0,
      "srh01": 29.0,
      "maxllaz": 0.003,
      "mesh": 0.32,
      "flash_rate": 16.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.8937
        },
        {
          "name": "alignment",
          "value": -1.9444
        },
        {
          "name": "tau",
          "value": 4.3865
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0722
      },
      "coherence_score": 4.386511325836182,
      "coherence_diagnostics": {
        "tau": 4.386511325836182,
        "grad_tau": 0.3889745771884918,
        "torsion": 0.0,
        "alignment": -1.9444409608840942,
        "S_field": 1.0827183723449707,
        "Gamma_field": 0.27205243706703186,
        "S_over_Gamma": 3.9798150062561035,
        "Da": 17.65641975402832,
        "E_coh": 0.9793552756309509,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.42,
              35.99
            ],
            [
              -80.34,
              35.99
            ],
            [
              -80.32,
              35.97
            ],
            [
              -80.32,
              35.93
            ],
            [
              -80.33,
              35.91
            ],
            [
              -80.39,
              35.9
            ],
            [
              -80.44,
              35.86
            ],
            [
              -80.46,
              35.86
            ],
            [
              -80.49,
              35.88
            ],
            [
              -80.51,
              35.88
            ],
            [
              -80.51,
              35.9
            ],
            [
              -80.53,
              35.92
            ],
            [
              -80.53,
              35.94
            ],
            [
              -80.49,
              35.96
            ],
            [
              -80.47,
              35.96
            ],
            [
              -80.42,
              35.99
            ]
          ]
        ]
      },
      "raw_probability": 0.0722,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "6fa6d5022f709115430e127443e86c21232d8af21da18ffeabe112f0e43547cc",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0722,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "08ee341b46f40b5b318cf9f8526a03e188527a58b542fe67667fd429a33c71d1",
        "signature": {
          "alg": "ed25519",
          "sig": "1419f1cf4404a85524759d0a5ffcfa48ef5306cff8a32924bee3b2fe092c1227cb4fec529aecbcd16af7b698dda2672dc07542151f21b45ca74fca8b20f14907"
        }
      },
      "receipt_sha256": "08ee341b46f40b5b318cf9f8526a03e188527a58b542fe67667fd429a33c71d1"
    },
    {
      "storm_id": "384113",
      "lat": 31.235,
      "lon": -81.538,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4369.0,
      "ebshear": 29.0,
      "srh01": 46.0,
      "maxllaz": 0.001,
      "mesh": 0.08,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 46.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.3937
        },
        {
          "name": "alignment",
          "value": -0.4973
        },
        {
          "name": "tau",
          "value": 3.8757
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0721
      },
      "coherence_score": 3.875652313232422,
      "coherence_diagnostics": {
        "tau": 3.875652313232422,
        "grad_tau": 0.47018036246299744,
        "torsion": 0.0,
        "alignment": -0.49730291962623596,
        "S_field": 1.2092499732971191,
        "Gamma_field": 0.26205241680145264,
        "S_over_Gamma": 4.614534854888916,
        "Da": 16.1051025390625,
        "E_coh": 0.988055408000946,
        "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": [
          [
            [
              -81.55,
              31.26
            ],
            [
              -81.51,
              31.26
            ],
            [
              -81.5,
              31.25
            ],
            [
              -81.5,
              31.2
            ],
            [
              -81.55,
              31.2
            ],
            [
              -81.56,
              31.21
            ],
            [
              -81.55,
              31.22
            ],
            [
              -81.55,
              31.24
            ],
            [
              -81.56,
              31.25
            ],
            [
              -81.55,
              31.26
            ]
          ]
        ]
      },
      "raw_probability": 0.0721,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "3383f97330e35a4475d8e0675c38c20ce2c08ef73fbd8ecc46d0235f24029afd",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0721,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "990817366dff24baa733e606bafd6292e17c71e04a7c6cc6c082ab261293a00c",
        "signature": {
          "alg": "ed25519",
          "sig": "1e30f68ed6eca76d7d1996c80ea9cce7fbe9e02113ed09c0c60c208b9216187a16e785737a2f145947a300c5f2603d857557743f4690fac1f51689ebe2136e00"
        }
      },
      "receipt_sha256": "990817366dff24baa733e606bafd6292e17c71e04a7c6cc6c082ab261293a00c"
    },
    {
      "storm_id": "384028",
      "lat": 34.736,
      "lon": -116.914,
      "motion_east": 1.7,
      "motion_south": -1.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1055.0,
      "ebshear": 20.0,
      "srh01": 33.0,
      "maxllaz": 0.003,
      "mesh": 0.03,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.2687
        },
        {
          "name": "alignment",
          "value": -4.2443
        },
        {
          "name": "tau",
          "value": 0.5599
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0716
      },
      "coherence_score": 0.5598902106285095,
      "coherence_diagnostics": {
        "tau": 0.5598902106285095,
        "grad_tau": 0.06783918291330338,
        "torsion": 0.0,
        "alignment": -4.244287014007568,
        "S_field": 0.14056949317455292,
        "Gamma_field": 0.15788574516773224,
        "S_over_Gamma": 0.8903241753578186,
        "Da": 9.454991340637207,
        "E_coh": 0.4904680848121643,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -116.94,
              34.77
            ],
            [
              -116.88,
              34.77
            ],
            [
              -116.87,
              34.76
            ],
            [
              -116.88,
              34.75
            ],
            [
              -116.88,
              34.7
            ],
            [
              -116.9,
              34.68
            ],
            [
              -116.93,
              34.69
            ],
            [
              -116.96,
              34.72
            ],
            [
              -116.96,
              34.75
            ],
            [
              -116.94,
              34.77
            ]
          ]
        ]
      },
      "raw_probability": 0.0716,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "48008c542dfde8aba9acf852bc99b6d34e868d0efe4d7cb17ac50d87e0243dd4",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0716,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4e7806e1d64d111a655c95594c38f6b9b00cf86d16a45d1ed03a3e794a820de4",
        "signature": {
          "alg": "ed25519",
          "sig": "1a08fca0ac42ace484c419dd473693f88d8a2cd9d3c7ff2a54eacdbe0331a17bbdd51faed1c3e9f3a582df105a4a08d8df2547065e7dfebe8be62bd56e023100"
        }
      },
      "receipt_sha256": "4e7806e1d64d111a655c95594c38f6b9b00cf86d16a45d1ed03a3e794a820de4"
    },
    {
      "storm_id": "383783",
      "lat": 27.73,
      "lon": -81.6391,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3037.0,
      "ebshear": 11.0,
      "srh01": 32.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.8937
        },
        {
          "name": "alignment",
          "value": 0.5965
        },
        {
          "name": "tau",
          "value": 4.2616
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0715
      },
      "coherence_score": 4.261591911315918,
      "coherence_diagnostics": {
        "tau": 4.261591911315918,
        "grad_tau": 0.5057384967803955,
        "torsion": 0.0,
        "alignment": 0.5965147018432617,
        "S_field": 1.7945488691329956,
        "Gamma_field": 0.18288573622703552,
        "S_over_Gamma": 9.81240463256836,
        "Da": 10.826127052307129,
        "E_coh": 0.9428317546844482,
        "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": [
          [
            [
              -81.66,
              27.76
            ],
            [
              -81.64,
              27.76
            ],
            [
              -81.63,
              27.75
            ],
            [
              -81.6,
              27.76
            ],
            [
              -81.59,
              27.75
            ],
            [
              -81.58,
              27.66
            ],
            [
              -81.67,
              27.67
            ],
            [
              -81.67,
              27.7
            ],
            [
              -81.66,
              27.71
            ],
            [
              -81.67,
              27.75
            ],
            [
              -81.66,
              27.76
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "4fef7bff72c74bc927194c982deead30b403011d178bd8b5f6d841b4ca944a13",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0715,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ac5eb06d91737b641ad07a1e275cefce3af2997605a86571210d84d946a0cbde",
        "signature": {
          "alg": "ed25519",
          "sig": "abd049fd10a2614a9da4bd04a2be265b61fa59c5d9d2a6717a91e839537f28630e3d92ffc0d1fbe3b79ba637b56cc27a8ea103bfffbed429caf2563a9c8a8909"
        }
      },
      "receipt_sha256": "ac5eb06d91737b641ad07a1e275cefce3af2997605a86571210d84d946a0cbde"
    },
    {
      "storm_id": "383957",
      "lat": 41.38,
      "lon": -103.1567,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1663.0,
      "ebshear": 38.0,
      "srh01": 80.0,
      "maxllaz": 0.002,
      "mesh": 0.11,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 80.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.5187
        },
        {
          "name": "alignment",
          "value": -0.3208
        },
        {
          "name": "tau",
          "value": 0.3612
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0712
      },
      "coherence_score": 0.3611576557159424,
      "coherence_diagnostics": {
        "tau": 0.3611576557159424,
        "grad_tau": 0.0403842069208622,
        "torsion": 0.0,
        "alignment": -0.32080042362213135,
        "S_field": 0.08173689246177673,
        "Gamma_field": 0.7070524096488953,
        "S_over_Gamma": 0.11560231447219849,
        "Da": 43.11824417114258,
        "E_coh": 0.006961653009057045,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.18,
              41.41
            ],
            [
              -103.13,
              41.41
            ],
            [
              -103.12,
              41.4
            ],
            [
              -103.11,
              41.37
            ],
            [
              -103.13,
              41.34
            ],
            [
              -103.18,
              41.34
            ],
            [
              -103.19,
              41.35
            ],
            [
              -103.19,
              41.39
            ],
            [
              -103.18,
              41.41
            ]
          ]
        ]
      },
      "raw_probability": 0.0712,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "799301df9e187d69933b09d947d2a4c0a7dfd2a9f0d37e5e5b601a5547eab259",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0712,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "553dd98548534c0ca2592b1c84c3788213eb7a535bd6c1704036936f6a51ae90",
        "signature": {
          "alg": "ed25519",
          "sig": "e7e32a4de167aa37cfaa73569e97759df1b0a5e0e20435ba86eab16bb8473c8f1c79a258009647b2f108f321038d9a205993f74d1af1998e7d9785c2ff3e990b"
        }
      },
      "receipt_sha256": "553dd98548534c0ca2592b1c84c3788213eb7a535bd6c1704036936f6a51ae90"
    },
    {
      "storm_id": "384098",
      "lat": 35.9145,
      "lon": -80.5973,
      "motion_east": 3.4,
      "motion_south": 5.9,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2134.0,
      "ebshear": 11.0,
      "srh01": 27.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.8937
        },
        {
          "name": "alignment",
          "value": -1.9444
        },
        {
          "name": "tau",
          "value": 4.3865
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0712
      },
      "coherence_score": 4.386511325836182,
      "coherence_diagnostics": {
        "tau": 4.386511325836182,
        "grad_tau": 0.3889745771884918,
        "torsion": 0.0,
        "alignment": -1.9444409608840942,
        "S_field": 1.0827183723449707,
        "Gamma_field": 0.27205243706703186,
        "S_over_Gamma": 3.9798150062561035,
        "Da": 17.65641975402832,
        "E_coh": 0.9793552756309509,
        "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": [
          [
            [
              -80.62,
              35.95
            ],
            [
              -80.57,
              35.95
            ],
            [
              -80.55,
              35.94
            ],
            [
              -80.55,
              35.92
            ],
            [
              -80.57,
              35.88
            ],
            [
              -80.59,
              35.87
            ],
            [
              -80.6,
              35.88
            ],
            [
              -80.62,
              35.88
            ],
            [
              -80.64,
              35.9
            ],
            [
              -80.64,
              35.94
            ],
            [
              -80.62,
              35.95
            ]
          ]
        ]
      },
      "raw_probability": 0.0712,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "799301df9e187d69933b09d947d2a4c0a7dfd2a9f0d37e5e5b601a5547eab259",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0712,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "553dd98548534c0ca2592b1c84c3788213eb7a535bd6c1704036936f6a51ae90",
        "signature": {
          "alg": "ed25519",
          "sig": "e7e32a4de167aa37cfaa73569e97759df1b0a5e0e20435ba86eab16bb8473c8f1c79a258009647b2f108f321038d9a205993f74d1af1998e7d9785c2ff3e990b"
        }
      },
      "receipt_sha256": "553dd98548534c0ca2592b1c84c3788213eb7a535bd6c1704036936f6a51ae90"
    },
    {
      "storm_id": "383736",
      "lat": 34.6213,
      "lon": -83.8339,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3291.0,
      "ebshear": 18.0,
      "srh01": 42.0,
      "maxllaz": 0.001,
      "mesh": 0.29,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.7687
        },
        {
          "name": "alignment",
          "value": 1.4418
        },
        {
          "name": "tau",
          "value": 4.4263
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0687
      },
      "coherence_score": 4.426336765289307,
      "coherence_diagnostics": {
        "tau": 4.426336765289307,
        "grad_tau": 0.3367919921875,
        "torsion": 0.0,
        "alignment": 1.4417585134506226,
        "S_field": 1.1932032108306885,
        "Gamma_field": 0.24205240607261658,
        "S_over_Gamma": 4.9295244216918945,
        "Da": 15.389830589294434,
        "E_coh": 0.9411823749542236,
        "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": [
          [
            [
              -83.86,
              34.7
            ],
            [
              -83.85,
              34.69
            ],
            [
              -83.86,
              34.68
            ],
            [
              -83.85,
              34.66
            ],
            [
              -83.81,
              34.64
            ],
            [
              -83.78,
              34.64
            ],
            [
              -83.74,
              34.62
            ],
            [
              -83.73,
              34.61
            ],
            [
              -83.73,
              34.58
            ],
            [
              -83.71,
              34.54
            ],
            [
              -83.8,
              34.54
            ],
            [
              -83.81,
              34.55
            ],
            [
              -83.83,
              34.55
            ],
            [
              -83.85,
              34.57
            ],
            [
              -83.86,
              34.59
            ],
            [
              -83.85,
              34.6
            ],
            [
              -83.86,
              34.61
            ],
            [
              -83.88,
              34.62
            ],
            [
              -83.92,
              34.62
            ],
            [
              -83.93,
              34.64
            ],
            [
              -83.91,
              34.65
            ],
            [
              -83.9,
              34.69
            ],
            [
              -83.86,
              34.7
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "c197e8558436657e494dbd540e482ca92a339c14a45f7fa05c14ec521e39e482",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0687,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2e2796251fdd812686afe720990381d550037b613749917478f1ed82869509a0",
        "signature": {
          "alg": "ed25519",
          "sig": "3cca8460212dfff61bdaa7e653ee39ebaf637d8408b2a0edcba5f729ba34b7ddedd2b658708d54cbed6495317bdef3928d4f8855625d2475942b9da9e77d4b0b"
        }
      },
      "receipt_sha256": "2e2796251fdd812686afe720990381d550037b613749917478f1ed82869509a0"
    },
    {
      "storm_id": "383312",
      "lat": 32.0578,
      "lon": -81.4267,
      "motion_east": 3.7,
      "motion_south": 0.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2760.0,
      "ebshear": 15.0,
      "srh01": 20.0,
      "maxllaz": 0.006,
      "mesh": 0.37,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.2687
        },
        {
          "name": "alignment",
          "value": -2.3769
        },
        {
          "name": "tau",
          "value": 3.4489
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0684
      },
      "coherence_score": 3.448852062225342,
      "coherence_diagnostics": {
        "tau": 3.448852062225342,
        "grad_tau": 0.32831835746765137,
        "torsion": 0.0,
        "alignment": -2.3769001960754395,
        "S_field": 0.6268864274024963,
        "Gamma_field": 0.3970524072647095,
        "S_over_Gamma": 1.5788506269454956,
        "Da": 24.110069274902344,
        "E_coh": 0.9336081743240356,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.49,
              32.11
            ],
            [
              -81.41,
              32.11
            ],
            [
              -81.4,
              32.1
            ],
            [
              -81.35,
              32.1
            ],
            [
              -81.34,
              32.11
            ],
            [
              -81.31,
              32.11
            ],
            [
              -81.28,
              32.07
            ],
            [
              -81.28,
              32.04
            ],
            [
              -81.32,
              32.02
            ],
            [
              -81.38,
              32.01
            ],
            [
              -81.41,
              31.99
            ],
            [
              -81.51,
              31.99
            ],
            [
              -81.53,
              32.01
            ],
            [
              -81.54,
              32.01
            ],
            [
              -81.54,
              32.03
            ],
            [
              -81.55,
              32.04
            ],
            [
              -81.55,
              32.08
            ],
            [
              -81.49,
              32.11
            ]
          ]
        ]
      },
      "raw_probability": 0.0684,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "388c9c1c86cef4d0adca2fe326cbf72afeab2bb8a36dabfa3f3251713e097395",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0684,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f267d7684d7ee7fd7c0cc8fae8407ba95f046fcdcc7b40e5ca293e50c47994ac",
        "signature": {
          "alg": "ed25519",
          "sig": "f7265bff1f40929898c7b836cfb2936f9eaaa6f92641b72a523f134fd0fc08dd4fac113a2f47791d298f8c060d630af0dff9bd2b776746632624eeee5592390c"
        }
      },
      "receipt_sha256": "f267d7684d7ee7fd7c0cc8fae8407ba95f046fcdcc7b40e5ca293e50c47994ac"
    },
    {
      "storm_id": "383906",
      "lat": 38.886,
      "lon": -104.206,
      "motion_east": 1.5,
      "motion_south": 1.1,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 581.0,
      "ebshear": 35.0,
      "srh01": 46.0,
      "maxllaz": 0.005,
      "mesh": 0.1,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 46.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.2687
        },
        {
          "name": "alignment",
          "value": -2.343
        },
        {
          "name": "tau",
          "value": 0.3173
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0682
      },
      "coherence_score": 0.3172593116760254,
      "coherence_diagnostics": {
        "tau": 0.3172593116760254,
        "grad_tau": 0.04044400900602341,
        "torsion": 0.0,
        "alignment": -2.3429808616638184,
        "S_field": 0.14386045932769775,
        "Gamma_field": 0.38788577914237976,
        "S_over_Gamma": 0.3708835542201996,
        "Da": 24.45968246459961,
        "E_coh": 0.7418924570083618,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -104.23,
              38.92
            ],
            [
              -104.19,
              38.92
            ],
            [
              -104.17,
              38.91
            ],
            [
              -104.16,
              38.89
            ],
            [
              -104.16,
              38.86
            ],
            [
              -104.18,
              38.84
            ],
            [
              -104.24,
              38.84
            ],
            [
              -104.25,
              38.85
            ],
            [
              -104.25,
              38.91
            ],
            [
              -104.23,
              38.92
            ]
          ]
        ]
      },
      "raw_probability": 0.0682,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "a83c443d9147ef9fafa402c582af19af9a50b9ee1ee868cc3f615a5cb1a852ca",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0682,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e7cf2bdf7766b6104ce4ad76387da34f451cc48e9aa6361cd47a5383f7cda91d",
        "signature": {
          "alg": "ed25519",
          "sig": "33724830f5d865e4d9ae67962c994b96e44f91c46d98ab367df1a7a01b6b334ca9bd8d0b612b28a7a59639ffa817b95447a12e6b1f68158fcaf1b471a9f3220d"
        }
      },
      "receipt_sha256": "e7cf2bdf7766b6104ce4ad76387da34f451cc48e9aa6361cd47a5383f7cda91d"
    },
    {
      "storm_id": "383828",
      "lat": 38.6858,
      "lon": -103.9832,
      "motion_east": 0.9,
      "motion_south": 1.4,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 434.0,
      "ebshear": 31.0,
      "srh01": 31.0,
      "maxllaz": 0.004,
      "mesh": 0.19,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.2687
        },
        {
          "name": "alignment",
          "value": -2.343
        },
        {
          "name": "tau",
          "value": 0.3173
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0676
      },
      "coherence_score": 0.3172593116760254,
      "coherence_diagnostics": {
        "tau": 0.3172593116760254,
        "grad_tau": 0.04044400900602341,
        "torsion": 0.0,
        "alignment": -2.3429808616638184,
        "S_field": 0.14386045932769775,
        "Gamma_field": 0.38788577914237976,
        "S_over_Gamma": 0.3708835542201996,
        "Da": 24.45968246459961,
        "E_coh": 0.7418924570083618,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -104.04,
              38.79
            ],
            [
              -103.98,
              38.78
            ],
            [
              -103.98,
              38.77
            ],
            [
              -103.96,
              38.75
            ],
            [
              -103.91,
              38.73
            ],
            [
              -103.87,
              38.69
            ],
            [
              -103.87,
              38.63
            ],
            [
              -103.88,
              38.61
            ],
            [
              -103.92,
              38.6
            ],
            [
              -103.93,
              38.59
            ],
            [
              -103.95,
              38.59
            ],
            [
              -103.96,
              38.6
            ],
            [
              -104.01,
              38.6
            ],
            [
              -104.06,
              38.64
            ],
            [
              -104.08,
              38.68
            ],
            [
              -104.08,
              38.71
            ],
            [
              -104.09,
              38.72
            ],
            [
              -104.07,
              38.76
            ],
            [
              -104.04,
              38.79
            ]
          ]
        ]
      },
      "raw_probability": 0.0676,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "b46252dc0ea28cb9f04fd31631dad756554e6622a5ad22b5b5b1cc14b30fb3dc",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0676,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2139f3be2de4c04810e1b8bd36f508f4bb384f7d89808154319bd47932d877d7",
        "signature": {
          "alg": "ed25519",
          "sig": "223c3f040e54051e5d52716989791b42b06916625a43868ef8a7dd9ca7dd6aacb7eecee61c9c5c9426f39028f07f6ad3d9ad873256260e29be54a874882b5f0f"
        }
      },
      "receipt_sha256": "2139f3be2de4c04810e1b8bd36f508f4bb384f7d89808154319bd47932d877d7"
    },
    {
      "storm_id": "383958",
      "lat": 40.023,
      "lon": -112.361,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 424.0,
      "ebshear": 11.0,
      "srh01": 16.0,
      "maxllaz": 0.002,
      "mesh": 0.26,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.7687
        },
        {
          "name": "alignment",
          "value": -0.5882
        },
        {
          "name": "tau",
          "value": 0.2863
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.066
      },
      "coherence_score": 0.2862730026245117,
      "coherence_diagnostics": {
        "tau": 0.2862730026245117,
        "grad_tau": 0.04977557435631752,
        "torsion": 0.0,
        "alignment": -0.5882053375244141,
        "S_field": 0.3353637158870697,
        "Gamma_field": 0.7078858017921448,
        "S_over_Gamma": 0.47375398874282837,
        "Da": 43.321964263916016,
        "E_coh": 0.4727346897125244,
        "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": [
          [
            [
              -112.38,
              40.06
            ],
            [
              -112.34,
              40.06
            ],
            [
              -112.32,
              40.04
            ],
            [
              -112.33,
              40.03
            ],
            [
              -112.33,
              40.0
            ],
            [
              -112.35,
              39.97
            ],
            [
              -112.38,
              39.97
            ],
            [
              -112.4,
              40.0
            ],
            [
              -112.4,
              40.04
            ],
            [
              -112.38,
              40.06
            ]
          ]
        ]
      },
      "raw_probability": 0.066,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "514ab1f47ce0b2a0b959a927dec3c246b5a30b86d651f1178b38e0e5bda95801",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.066,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9917df8c0d4fa04fa0d337841c7923fcc56152af75941c593502be91b6ed9ce1",
        "signature": {
          "alg": "ed25519",
          "sig": "5be8d6dd4667d3af1700f8fa8f0ca91781d5c1a1b8df4f369f0bbfd79384602b0c6b6faaff59cb083da65df7e5edaf05cce922d839b0fc89f7e75c9d7210fa07"
        }
      },
      "receipt_sha256": "9917df8c0d4fa04fa0d337841c7923fcc56152af75941c593502be91b6ed9ce1"
    },
    {
      "storm_id": "382602",
      "lat": 43.365,
      "lon": -112.0125,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 496.0,
      "ebshear": 21.0,
      "srh01": 33.0,
      "maxllaz": 0.006,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 10.8937
        },
        {
          "name": "alignment",
          "value": -0.0073
        },
        {
          "name": "tau",
          "value": 0.2581
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0646
      },
      "coherence_score": 0.25814369320869446,
      "coherence_diagnostics": {
        "tau": 0.25814369320869446,
        "grad_tau": 0.025319475680589676,
        "torsion": 0.0,
        "alignment": -0.007309645414352417,
        "S_field": 0.1089518815279007,
        "Gamma_field": 0.5903857350349426,
        "S_over_Gamma": 0.18454355001449585,
        "Da": 34.23923873901367,
        "E_coh": 0.38300129771232605,
        "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": [
          [
            [
              -112.05,
              43.39
            ],
            [
              -111.97,
              43.39
            ],
            [
              -111.95,
              43.38
            ],
            [
              -111.95,
              43.37
            ],
            [
              -111.96,
              43.38
            ],
            [
              -111.98,
              43.37
            ],
            [
              -112.03,
              43.37
            ],
            [
              -112.05,
              43.35
            ],
            [
              -112.04,
              43.31
            ],
            [
              -112.06,
              43.3
            ],
            [
              -112.06,
              43.38
            ],
            [
              -112.05,
              43.39
            ]
          ]
        ]
      },
      "raw_probability": 0.0646,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "097e54145f896e6e6250d89444c062572021289cdc6495c20b19d7b0e939726a",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0646,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7ee1f7edf7849ec0f25821a00378200370cd3e39f4a9e6ac2701f6cbccf40112",
        "signature": {
          "alg": "ed25519",
          "sig": "1f0059db5d7c8a021256fc01dbcae34fcb9838ef5ca7e61ace8b00a011e4f2513a641b4193db7b6fc48724495556c957f36077ed1fa4debb6e549ba38861880e"
        }
      },
      "receipt_sha256": "7ee1f7edf7849ec0f25821a00378200370cd3e39f4a9e6ac2701f6cbccf40112"
    },
    {
      "storm_id": "383660",
      "lat": 39.0469,
      "lon": -116.7023,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 376.0,
      "ebshear": 24.0,
      "srh01": 60.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 60.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.7687
        },
        {
          "name": "alignment",
          "value": 0.7684
        },
        {
          "name": "tau",
          "value": 0.2647
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0646
      },
      "coherence_score": 0.264665812253952,
      "coherence_diagnostics": {
        "tau": 0.264665812253952,
        "grad_tau": 0.05549578741192818,
        "torsion": 0.0,
        "alignment": 0.7683848142623901,
        "S_field": 0.0666094720363617,
        "Gamma_field": 0.4828857481479645,
        "S_over_Gamma": 0.1379404366016388,
        "Da": 29.527729034423828,
        "E_coh": 0.5623947381973267,
        "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": [
          [
            [
              -116.72,
              39.12
            ],
            [
              -116.7,
              39.11
            ],
            [
              -116.67,
              39.11
            ],
            [
              -116.67,
              39.02
            ],
            [
              -116.66,
              39.01
            ],
            [
              -116.66,
              38.96
            ],
            [
              -116.7,
              38.96
            ],
            [
              -116.73,
              38.98
            ],
            [
              -116.73,
              39.04
            ],
            [
              -116.72,
              39.05
            ],
            [
              -116.73,
              39.06
            ],
            [
              -116.72,
              39.07
            ],
            [
              -116.72,
              39.12
            ]
          ]
        ]
      },
      "raw_probability": 0.0646,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "097e54145f896e6e6250d89444c062572021289cdc6495c20b19d7b0e939726a",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0646,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7ee1f7edf7849ec0f25821a00378200370cd3e39f4a9e6ac2701f6cbccf40112",
        "signature": {
          "alg": "ed25519",
          "sig": "1f0059db5d7c8a021256fc01dbcae34fcb9838ef5ca7e61ace8b00a011e4f2513a641b4193db7b6fc48724495556c957f36077ed1fa4debb6e549ba38861880e"
        }
      },
      "receipt_sha256": "7ee1f7edf7849ec0f25821a00378200370cd3e39f4a9e6ac2701f6cbccf40112"
    },
    {
      "storm_id": "383992",
      "lat": 48.0933,
      "lon": -73.6833,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1264.0,
      "ebshear": 31.0,
      "srh01": 72.0,
      "maxllaz": 0.002,
      "mesh": 0.3,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 72.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.7687
        },
        {
          "name": "alignment",
          "value": 2.1437
        },
        {
          "name": "tau",
          "value": 0.7284
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0644
      },
      "coherence_score": 0.7284224033355713,
      "coherence_diagnostics": {
        "tau": 0.7284224033355713,
        "grad_tau": 0.6346522569656372,
        "torsion": 0.0,
        "alignment": 2.143733263015747,
        "S_field": 0.4129939377307892,
        "Gamma_field": 0.24121908843517303,
        "S_over_Gamma": 1.7121113538742065,
        "Da": 14.77490520477295,
        "E_coh": 0.873107373714447,
        "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": [
          [
            [
              -73.7,
              48.12
            ],
            [
              -73.66,
              48.12
            ],
            [
              -73.65,
              48.11
            ],
            [
              -73.65,
              48.07
            ],
            [
              -73.67,
              48.06
            ],
            [
              -73.7,
              48.06
            ],
            [
              -73.71,
              48.07
            ],
            [
              -73.71,
              48.11
            ],
            [
              -73.7,
              48.12
            ]
          ]
        ]
      },
      "raw_probability": 0.0644,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "ba9a407dd3cc2494460da073682790c033f389222ced60ee6548def89ac881bd",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0644,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "effcfe089d5ebf11449415840a09370f55e6614af242e436df9f3379225ba257",
        "signature": {
          "alg": "ed25519",
          "sig": "a39930c193d5dc71c0e396c8ab63d41ccbe1745c15d4ccc3220108b1cfe2aa9ecdd0ffa2c86fb984f4e948fa5d560c4ae9a0c84272c362578abc9f4bdb28b300"
        }
      },
      "receipt_sha256": "effcfe089d5ebf11449415840a09370f55e6614af242e436df9f3379225ba257"
    },
    {
      "storm_id": "383964",
      "lat": 36.2867,
      "lon": -79.5433,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2165.0,
      "ebshear": 17.0,
      "srh01": 25.0,
      "maxllaz": 0.002,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.2687
        },
        {
          "name": "alignment",
          "value": -3.0226
        },
        {
          "name": "tau",
          "value": 4.0765
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.064
      },
      "coherence_score": 4.076539993286133,
      "coherence_diagnostics": {
        "tau": 4.076539993286133,
        "grad_tau": 0.3465039134025574,
        "torsion": 0.0,
        "alignment": -3.02258563041687,
        "S_field": 0.8401157259941101,
        "Gamma_field": 0.27121907472610474,
        "S_over_Gamma": 3.0975539684295654,
        "Da": 15.487465858459473,
        "E_coh": 0.9788842797279358,
        "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": [
          [
            [
              -79.56,
              36.32
            ],
            [
              -79.51,
              36.32
            ],
            [
              -79.51,
              36.28
            ],
            [
              -79.52,
              36.26
            ],
            [
              -79.54,
              36.26
            ],
            [
              -79.55,
              36.25
            ],
            [
              -79.57,
              36.26
            ],
            [
              -79.57,
              36.31
            ],
            [
              -79.56,
              36.32
            ]
          ]
        ]
      },
      "raw_probability": 0.064,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "d32dd22fd2309c98016b383c0b2c279b59374ed293093ea355b4e274df138523",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.064,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c734b07a0410608b4008286f8fe08747573e91c1edbb87a87aa6ec9e17b521f3",
        "signature": {
          "alg": "ed25519",
          "sig": "ebab009929c94b8262acc5ececc999dda7b57c14b5ba22e2a00f29b4530611e9316f25525b4e075f7a40bcdb75e46d64a44e7cbb9ebb31cab3a88520ad39a20d"
        }
      },
      "receipt_sha256": "c734b07a0410608b4008286f8fe08747573e91c1edbb87a87aa6ec9e17b521f3"
    },
    {
      "storm_id": "383654",
      "lat": 42.31,
      "lon": -112.5678,
      "motion_east": 3.3,
      "motion_south": 0.3,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 908.0,
      "ebshear": 21.0,
      "srh01": 48.0,
      "maxllaz": 0.004,
      "mesh": 0.15,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 48.0
        },
        {
          "name": "hrrr_pwat",
          "value": 9.6437
        },
        {
          "name": "alignment",
          "value": 0.5666
        },
        {
          "name": "tau",
          "value": 0.2373
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0638
      },
      "coherence_score": 0.23734664916992188,
      "coherence_diagnostics": {
        "tau": 0.23734664916992188,
        "grad_tau": 0.020708344876766205,
        "torsion": 0.0,
        "alignment": 0.5665555596351624,
        "S_field": 0.10268831998109818,
        "Gamma_field": 0.5887191295623779,
        "S_over_Gamma": 0.17442667484283447,
        "Da": 34.00616455078125,
        "E_coh": 0.3928649127483368,
        "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": [
          [
            [
              -112.58,
              42.35
            ],
            [
              -112.55,
              42.35
            ],
            [
              -112.53,
              42.33
            ],
            [
              -112.53,
              42.29
            ],
            [
              -112.55,
              42.26
            ],
            [
              -112.57,
              42.26
            ],
            [
              -112.61,
              42.28
            ],
            [
              -112.61,
              42.32
            ],
            [
              -112.58,
              42.35
            ]
          ]
        ]
      },
      "raw_probability": 0.0638,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "050a729023091a21b7d601c7bc654dded753b76ea99c0c6283388d1fc7460805",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0638,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9fa02ac8dee00ebb74395a3b647677a23c938b0b888d804ccd37985e4e24b83c",
        "signature": {
          "alg": "ed25519",
          "sig": "5825c5ab55fa72b6aaaae67e15905251fbc0dfc5588393117324847ec9cdfe251dcbbcb5950676a69e149eba703085c50da233a07ad011d3f1a672cfc1e97009"
        }
      },
      "receipt_sha256": "9fa02ac8dee00ebb74395a3b647677a23c938b0b888d804ccd37985e4e24b83c"
    },
    {
      "storm_id": "384045",
      "lat": 29.83,
      "lon": -90.825,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4343.0,
      "ebshear": 12.0,
      "srh01": 42.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.6437
        },
        {
          "name": "alignment",
          "value": 2.1544
        },
        {
          "name": "tau",
          "value": 2.9351
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0623
      },
      "coherence_score": 2.935093879699707,
      "coherence_diagnostics": {
        "tau": 2.935093879699707,
        "grad_tau": 0.3001212775707245,
        "torsion": 0.0,
        "alignment": 2.1544275283813477,
        "S_field": 0.4703206419944763,
        "Gamma_field": 0.32955241203308105,
        "S_over_Gamma": 1.427149772644043,
        "Da": 19.16457176208496,
        "E_coh": 0.8403339385986328,
        "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": [
          [
            [
              -90.87,
              29.87
            ],
            [
              -90.82,
              29.87
            ],
            [
              -90.82,
              29.85
            ],
            [
              -90.8,
              29.83
            ],
            [
              -90.78,
              29.83
            ],
            [
              -90.76,
              29.81
            ],
            [
              -90.77,
              29.79
            ],
            [
              -90.85,
              29.79
            ],
            [
              -90.86,
              29.8
            ],
            [
              -90.85,
              29.81
            ],
            [
              -90.85,
              29.84
            ],
            [
              -90.87,
              29.87
            ]
          ]
        ]
      },
      "raw_probability": 0.0623,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "4557723dc7daae6e2b31f0d38e497de3300de59a926c26327c8afc1943faba3b",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0623,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "df1ea40a789a296d3b0080fb4269b56e1d945f4932e326c9c00abe152ceaf992",
        "signature": {
          "alg": "ed25519",
          "sig": "b388fa9f27d8495002f31dc886f60b17f79e3574d20f472166c65ebea353691df28705d3e023b335546350e4522a1cc4db35c8826126368c491d6e28735ca701"
        }
      },
      "receipt_sha256": "df1ea40a789a296d3b0080fb4269b56e1d945f4932e326c9c00abe152ceaf992"
    },
    {
      "storm_id": "384111",
      "lat": 31.918,
      "lon": -106.548,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 249.0,
      "ebshear": 19.0,
      "srh01": 10.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.7687
        },
        {
          "name": "alignment",
          "value": 5.1669
        },
        {
          "name": "tau",
          "value": 1.2626
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.062
      },
      "coherence_score": 1.262553334236145,
      "coherence_diagnostics": {
        "tau": 1.262553334236145,
        "grad_tau": 0.5093392133712769,
        "torsion": 0.0,
        "alignment": 5.166892051696777,
        "S_field": 0.7389138340950012,
        "Gamma_field": 0.5787190794944763,
        "S_over_Gamma": 1.2768092155456543,
        "Da": 35.09465789794922,
        "E_coh": 0.8051080703735352,
        "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": [
          [
            [
              -106.58,
              31.95
            ],
            [
              -106.5,
              31.95
            ],
            [
              -106.5,
              31.87
            ],
            [
              -106.58,
              31.87
            ],
            [
              -106.58,
              31.95
            ]
          ]
        ]
      },
      "raw_probability": 0.062,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "4d9d66d016568b43f359fc8165811ece208fd370669b2631b3aa1e8012aa996e",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.062,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dfc0b68184b6f0811c09da0d5c9a178af2e384260cd734a1e15f9ed1dcc365a4",
        "signature": {
          "alg": "ed25519",
          "sig": "75cd2f7d88c80ca45e8f5e866c5e217cc444f705ad4d2c765cbc5057f2e31235ba337f2f62ce0aa2325e14288b17df0637de18c4718eac32ce0d7a17b06ffe02"
        }
      },
      "receipt_sha256": "dfc0b68184b6f0811c09da0d5c9a178af2e384260cd734a1e15f9ed1dcc365a4"
    },
    {
      "storm_id": "383295",
      "lat": 42.0289,
      "lon": -113.0156,
      "motion_east": 0.0,
      "motion_south": 1.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1100.0,
      "ebshear": 30.0,
      "srh01": 47.0,
      "maxllaz": 0.004,
      "mesh": 0.45,
      "flash_rate": 15.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 47.0
        },
        {
          "name": "hrrr_pwat",
          "value": 8.1437
        },
        {
          "name": "alignment",
          "value": -1.3996
        },
        {
          "name": "tau",
          "value": 0.2027
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0617
      },
      "coherence_score": 0.20266085863113403,
      "coherence_diagnostics": {
        "tau": 0.20266085863113403,
        "grad_tau": 0.020386485382914543,
        "torsion": 0.0,
        "alignment": -1.3995555639266968,
        "S_field": 0.04664047807455063,
        "Gamma_field": 0.6378858089447021,
        "S_over_Gamma": 0.07311728596687317,
        "Da": 37.10284423828125,
        "E_coh": 0.36683306097984314,
        "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": [
          [
            [
              -113.04,
              42.06
            ],
            [
              -112.99,
              42.06
            ],
            [
              -112.97,
              42.04
            ],
            [
              -112.97,
              42.01
            ],
            [
              -113.0,
              41.98
            ],
            [
              -113.03,
              41.99
            ],
            [
              -113.05,
              42.01
            ],
            [
              -113.05,
              42.05
            ],
            [
              -113.04,
              42.06
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "10bc17d688b99839c004f31f54bc180b877c9ec431773ef2aaab99281e028b24",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0617,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a3363be774422e5d31361a18c22341b31157db503122787861324b90a39be1c5",
        "signature": {
          "alg": "ed25519",
          "sig": "ed34ed6e029e894d4d96cdad6ae1d1236e0a147559551818907baa17ec4c09f9635a5a3296b04f704b6faecda7ab45e51794dcd664170fd09dd2051fceb44c06"
        }
      },
      "receipt_sha256": "a3363be774422e5d31361a18c22341b31157db503122787861324b90a39be1c5"
    },
    {
      "storm_id": "384087",
      "lat": 42.15,
      "lon": -112.9144,
      "motion_east": 0.0,
      "motion_south": 1.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1028.0,
      "ebshear": 29.0,
      "srh01": 46.0,
      "maxllaz": 0.003,
      "mesh": 0.25,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 46.0
        },
        {
          "name": "hrrr_pwat",
          "value": 8.1437
        },
        {
          "name": "alignment",
          "value": -1.3996
        },
        {
          "name": "tau",
          "value": 0.2027
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0617
      },
      "coherence_score": 0.20266085863113403,
      "coherence_diagnostics": {
        "tau": 0.20266085863113403,
        "grad_tau": 0.020386485382914543,
        "torsion": 0.0,
        "alignment": -1.3995555639266968,
        "S_field": 0.04664047807455063,
        "Gamma_field": 0.6378858089447021,
        "S_over_Gamma": 0.07311728596687317,
        "Da": 37.10284423828125,
        "E_coh": 0.36683306097984314,
        "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": [
          [
            [
              -112.93,
              42.18
            ],
            [
              -112.9,
              42.18
            ],
            [
              -112.88,
              42.17
            ],
            [
              -112.88,
              42.13
            ],
            [
              -112.9,
              42.11
            ],
            [
              -112.93,
              42.11
            ],
            [
              -112.94,
              42.12
            ],
            [
              -112.94,
              42.17
            ],
            [
              -112.93,
              42.18
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "10bc17d688b99839c004f31f54bc180b877c9ec431773ef2aaab99281e028b24",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0617,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a3363be774422e5d31361a18c22341b31157db503122787861324b90a39be1c5",
        "signature": {
          "alg": "ed25519",
          "sig": "ed34ed6e029e894d4d96cdad6ae1d1236e0a147559551818907baa17ec4c09f9635a5a3296b04f704b6faecda7ab45e51794dcd664170fd09dd2051fceb44c06"
        }
      },
      "receipt_sha256": "a3363be774422e5d31361a18c22341b31157db503122787861324b90a39be1c5"
    },
    {
      "storm_id": "383498",
      "lat": 34.8636,
      "lon": -79.5693,
      "motion_east": 3.8,
      "motion_south": 0.3,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3260.0,
      "ebshear": 21.0,
      "srh01": 46.0,
      "maxllaz": 0.004,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 46.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.6437
        },
        {
          "name": "alignment",
          "value": 0.7524
        },
        {
          "name": "tau",
          "value": 3.6376
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0608
      },
      "coherence_score": 3.6375746726989746,
      "coherence_diagnostics": {
        "tau": 3.6375746726989746,
        "grad_tau": 0.43957310914993286,
        "torsion": 0.0,
        "alignment": 0.7524491548538208,
        "S_field": 0.8165757060050964,
        "Gamma_field": 0.356219083070755,
        "S_over_Gamma": 2.2923412322998047,
        "Da": 21.54682159423828,
        "E_coh": 0.9655531644821167,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.6,
              34.9
            ],
            [
              -79.59,
              34.89
            ],
            [
              -79.58,
              34.9
            ],
            [
              -79.56,
              34.89
            ],
            [
              -79.52,
              34.89
            ],
            [
              -79.51,
              34.88
            ],
            [
              -79.51,
              34.83
            ],
            [
              -79.53,
              34.81
            ],
            [
              -79.57,
              34.82
            ],
            [
              -79.58,
              34.83
            ],
            [
              -79.6,
              34.83
            ],
            [
              -79.61,
              34.84
            ],
            [
              -79.61,
              34.88
            ],
            [
              -79.6,
              34.9
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "4e58b681f083d99af21c518a001fb7d9c060854b093831fc801183d851ac1993",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0608,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ad19e41f1cde06bcaaf1d70a84546b58b7ad419f8f5e5922d01f51b6d8a42468",
        "signature": {
          "alg": "ed25519",
          "sig": "1cbbfe2f0e2113af8086000d41a2b536b9ff2084d1ff4c16beda5e7d6333582b19d79ded3cec2f65cfc11b0c7f268dd3a55865939d56b78c672f744f4d540101"
        }
      },
      "receipt_sha256": "ad19e41f1cde06bcaaf1d70a84546b58b7ad419f8f5e5922d01f51b6d8a42468"
    },
    {
      "storm_id": "383671",
      "lat": 32.1644,
      "lon": -116.2944,
      "motion_east": 1.3,
      "motion_south": 0.7,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 695.0,
      "ebshear": 25.0,
      "srh01": 31.0,
      "maxllaz": 0.002,
      "mesh": 1.08,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.0187
        },
        {
          "name": "alignment",
          "value": 2.402
        },
        {
          "name": "tau",
          "value": 0.5163
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0607
      },
      "coherence_score": 0.5162773132324219,
      "coherence_diagnostics": {
        "tau": 0.5162773132324219,
        "grad_tau": 0.06152105703949928,
        "torsion": 0.0,
        "alignment": 2.4020068645477295,
        "S_field": 0.06712415814399719,
        "Gamma_field": 0.15538574755191803,
        "S_over_Gamma": 0.431984007358551,
        "Da": 9.565218925476074,
        "E_coh": 0.11603064090013504,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -116.32,
              32.2
            ],
            [
              -116.27,
              32.2
            ],
            [
              -116.25,
              32.18
            ],
            [
              -116.25,
              32.14
            ],
            [
              -116.27,
              32.12
            ],
            [
              -116.31,
              32.12
            ],
            [
              -116.33,
              32.14
            ],
            [
              -116.33,
              32.18
            ],
            [
              -116.32,
              32.2
            ]
          ]
        ]
      },
      "raw_probability": 0.0607,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "a05859cd372b623b108d7b5ec57baa0c9b9323378bba46753341ff13a042c815",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0607,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3cb860e711e34a3ef9f0a6075dd4e7eef70960db12ac8610b759c9e4186f8e83",
        "signature": {
          "alg": "ed25519",
          "sig": "6748dee1c44db1a45a628509fb30b7740e84c0eb251d631c32ff7dbef21f3504fc50427ac22a7728b99087a9553919a365e7d17639042195e17857f19965ec0d"
        }
      },
      "receipt_sha256": "3cb860e711e34a3ef9f0a6075dd4e7eef70960db12ac8610b759c9e4186f8e83"
    },
    {
      "storm_id": "383849",
      "lat": 31.3611,
      "lon": -81.5222,
      "motion_east": 2.5,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4137.0,
      "ebshear": 27.0,
      "srh01": 49.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.3937
        },
        {
          "name": "alignment",
          "value": -0.4973
        },
        {
          "name": "tau",
          "value": 3.8757
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0606
      },
      "coherence_score": 3.875652313232422,
      "coherence_diagnostics": {
        "tau": 3.875652313232422,
        "grad_tau": 0.47018036246299744,
        "torsion": 0.0,
        "alignment": -0.49730291962623596,
        "S_field": 1.2092499732971191,
        "Gamma_field": 0.26205241680145264,
        "S_over_Gamma": 4.614534854888916,
        "Da": 16.1051025390625,
        "E_coh": 0.988055408000946,
        "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": [
          [
            [
              -81.51,
              31.39
            ],
            [
              -81.49,
              31.38
            ],
            [
              -81.49,
              31.32
            ],
            [
              -81.54,
              31.32
            ],
            [
              -81.55,
              31.33
            ],
            [
              -81.55,
              31.36
            ],
            [
              -81.54,
              31.38
            ],
            [
              -81.52,
              31.38
            ],
            [
              -81.51,
              31.39
            ]
          ]
        ]
      },
      "raw_probability": 0.0606,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "8d7e0b9e32fdb03ea31bbc2dee49b3f67697a78b2c3aff5c8712d14408649beb",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0606,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a5607e0699a7bd5ede4080a3f3a6dd8e95776f8d73641edc22323387bb3b659c",
        "signature": {
          "alg": "ed25519",
          "sig": "8152facbd0b0711e60d4db907c55bf781dbb507bcc920868edfc10f7204aad0400e2698d480e5fc4fe6ea8fdd22ff7c35e4672be19f32a18c1920560871cc50b"
        }
      },
      "receipt_sha256": "a5607e0699a7bd5ede4080a3f3a6dd8e95776f8d73641edc22323387bb3b659c"
    },
    {
      "storm_id": "384079",
      "lat": 47.7942,
      "lon": -68.7433,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 536.0,
      "ebshear": 27.0,
      "srh01": 29.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.2687
        },
        {
          "name": "alignment",
          "value": -2.6972
        },
        {
          "name": "tau",
          "value": 0.5611
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0602
      },
      "coherence_score": 0.5611067414283752,
      "coherence_diagnostics": {
        "tau": 0.5611067414283752,
        "grad_tau": 0.2003817856311798,
        "torsion": 0.0,
        "alignment": -2.697185516357422,
        "S_field": 0.24390138685703278,
        "Gamma_field": 0.29038575291633606,
        "S_over_Gamma": 0.8399220108985901,
        "Da": 17.0228328704834,
        "E_coh": 0.49089986085891724,
        "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": [
          [
            [
              -68.76,
              47.83
            ],
            [
              -68.73,
              47.83
            ],
            [
              -68.71,
              47.82
            ],
            [
              -68.72,
              47.8
            ],
            [
              -68.71,
              47.78
            ],
            [
              -68.71,
              47.75
            ],
            [
              -68.76,
              47.75
            ],
            [
              -68.77,
              47.76
            ],
            [
              -68.77,
              47.77
            ],
            [
              -68.75,
              47.79
            ],
            [
              -68.77,
              47.82
            ],
            [
              -68.76,
              47.83
            ]
          ]
        ]
      },
      "raw_probability": 0.0602,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "47b64ec9d8e329665abdb0768265414501d8dcef9cec54b5bb00fc76d643b13b",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0602,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b303a9d5438d95c0789b266b3121986b160a671e1c1a992ca9745aa85f9771cb",
        "signature": {
          "alg": "ed25519",
          "sig": "307f555770b6eede0577b58b3b0e54514a4aafa69c44844154bc21378c449b2542e8b557514d87bf32647cf9fc687754fb13d192c428c42460c577679d152b01"
        }
      },
      "receipt_sha256": "b303a9d5438d95c0789b266b3121986b160a671e1c1a992ca9745aa85f9771cb"
    },
    {
      "storm_id": "383999",
      "lat": 39.6933,
      "lon": -115.0747,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 303.0,
      "ebshear": 15.0,
      "srh01": 27.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.3937
        },
        {
          "name": "alignment",
          "value": -2.2006
        },
        {
          "name": "tau",
          "value": 0.199
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0601
      },
      "coherence_score": 0.19900889694690704,
      "coherence_diagnostics": {
        "tau": 0.19900889694690704,
        "grad_tau": 0.016018064692616463,
        "torsion": 0.0,
        "alignment": -2.200582265853882,
        "S_field": 0.07087694108486176,
        "Gamma_field": 0.5962190628051758,
        "S_over_Gamma": 0.1188773512840271,
        "Da": 36.86034393310547,
        "E_coh": 0.3303762376308441,
        "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": [
          [
            [
              -115.1,
              39.74
            ],
            [
              -115.07,
              39.74
            ],
            [
              -115.04,
              39.72
            ],
            [
              -115.02,
              39.72
            ],
            [
              -115.01,
              39.71
            ],
            [
              -115.01,
              39.67
            ],
            [
              -115.03,
              39.65
            ],
            [
              -115.06,
              39.65
            ],
            [
              -115.07,
              39.64
            ],
            [
              -115.1,
              39.65
            ],
            [
              -115.14,
              39.63
            ],
            [
              -115.14,
              39.7
            ],
            [
              -115.12,
              39.72
            ],
            [
              -115.11,
              39.72
            ],
            [
              -115.1,
              39.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0601,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "0a70c79cd9a754c1ecca89e00dd69e5f04ddd937fa8846b6121de9fff78199d2",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0601,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "54a0a677b023b0be26b3d75c0cab9bce499b9aa1f82144d8e4112a3a33c57f5d",
        "signature": {
          "alg": "ed25519",
          "sig": "257bc67c681c16d8bb37bb8de4e4eee7c450c625b932c461658d73e4d5698e3abaf23bedeb917fc28001ba35badccf872f63b957f1ea9f4baa9539e131a7d209"
        }
      },
      "receipt_sha256": "54a0a677b023b0be26b3d75c0cab9bce499b9aa1f82144d8e4112a3a33c57f5d"
    },
    {
      "storm_id": "383225",
      "lat": 42.8989,
      "lon": -111.0467,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 668.0,
      "ebshear": 17.0,
      "srh01": 61.0,
      "maxllaz": 0.001,
      "mesh": 0.13,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 61.0
        },
        {
          "name": "hrrr_pwat",
          "value": 12.1437
        },
        {
          "name": "alignment",
          "value": 1.1875
        },
        {
          "name": "tau",
          "value": 0.25
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0599
      },
      "coherence_score": 0.24998143315315247,
      "coherence_diagnostics": {
        "tau": 0.24998143315315247,
        "grad_tau": 0.023719416931271553,
        "torsion": 0.0,
        "alignment": 1.1874951124191284,
        "S_field": 0.12698978185653687,
        "Gamma_field": 0.5803857445716858,
        "S_over_Gamma": 0.21880237758159637,
        "Da": 33.623470306396484,
        "E_coh": 0.35682985186576843,
        "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": [
          [
            [
              -111.06,
              42.93
            ],
            [
              -111.03,
              42.93
            ],
            [
              -111.01,
              42.91
            ],
            [
              -111.01,
              42.88
            ],
            [
              -111.03,
              42.86
            ],
            [
              -111.06,
              42.86
            ],
            [
              -111.08,
              42.88
            ],
            [
              -111.08,
              42.91
            ],
            [
              -111.06,
              42.93
            ]
          ]
        ]
      },
      "raw_probability": 0.0599,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "f93c6e975047df02f2427ab1f55088a190fd1bcc6f1d6326c9cb53846fbba277",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0599,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b9b8b217bad3d21788663b0338c0df5b30590c60c22c07ce65ffdda993b2467b",
        "signature": {
          "alg": "ed25519",
          "sig": "ea38a907411b0653a1b120a6b5f38678905c84a883e3125aaf8e3118bca04614698afb155fde0f1d6691e2e39db19eaae1c319aae1cbdb56f5b02868569f1d05"
        }
      },
      "receipt_sha256": "b9b8b217bad3d21788663b0338c0df5b30590c60c22c07ce65ffdda993b2467b"
    },
    {
      "storm_id": "383984",
      "lat": 26.7635,
      "lon": -78.6957,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4114.0,
      "ebshear": 6.0,
      "srh01": 40.0,
      "maxllaz": 0.0,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.1437
        },
        {
          "name": "alignment",
          "value": 0.8612
        },
        {
          "name": "tau",
          "value": 3.0262
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0596
      },
      "coherence_score": 3.0261824131011963,
      "coherence_diagnostics": {
        "tau": 3.0261824131011963,
        "grad_tau": 1.007765769958496,
        "torsion": 0.0,
        "alignment": 0.8611929416656494,
        "S_field": 0.9347284436225891,
        "Gamma_field": 0.3378857672214508,
        "S_over_Gamma": 2.7664036750793457,
        "Da": 19.367319107055664,
        "E_coh": 0.9626975655555725,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.67,
              26.84
            ],
            [
              -78.66,
              26.84
            ],
            [
              -78.65,
              26.83
            ],
            [
              -78.64,
              26.83
            ],
            [
              -78.65,
              26.82
            ],
            [
              -78.66,
              26.81
            ],
            [
              -78.66,
              26.8
            ],
            [
              -78.67,
              26.79
            ],
            [
              -78.66,
              26.78
            ],
            [
              -78.65,
              26.77
            ],
            [
              -78.64,
              26.77
            ],
            [
              -78.65,
              26.76
            ],
            [
              -78.64,
              26.75
            ],
            [
              -78.65,
              26.75
            ],
            [
              -78.66,
              26.76
            ],
            [
              -78.67,
              26.75
            ],
            [
              -78.68,
              26.74
            ],
            [
              -78.68,
              26.73
            ],
            [
              -78.67,
              26.72
            ],
            [
              -78.67,
              26.71
            ],
            [
              -78.68,
              26.7
            ],
            [
              -78.69,
              26.7
            ],
            [
              -78.7,
              26.7
            ],
            [
              -78.71,
              26.7
            ],
            [
              -78.72,
              26.7
            ],
            [
              -78.73,
              26.7
            ],
            [
              -78.74,
              26.7
            ],
            [
              -78.75,
              26.7
            ],
            [
              -78.76,
              26.7
            ],
            [
              -78.76,
              26.71
            ],
            [
              -78.77,
              26.72
            ],
            [
              -78.78,
              26.73
            ],
            [
              -78.78,
              26.74
            ],
            [
              -78.77,
              26.75
            ],
            [
              -78.77,
              26.76
            ],
            [
              -78.76,
              26.77
            ],
            [
              -78.75,
              26.77
            ],
            [
              -78.74,
              26.77
            ],
            [
              -78.73,
              26.77
            ],
            [
              -78.72,
              26.78
            ],
            [
              -78.71,
              26.77
            ],
            [
              -78.7,
              26.78
            ],
            [
              -78.7,
              26.79
            ],
            [
              -78.69,
              26.8
            ],
            [
              -78.68,
              26.79
            ],
            [
              -78.67,
              26.79
            ],
            [
              -78.66,
              26.8
            ],
            [
              -78.66,
              26.81
            ],
            [
              -78.67,
              26.82
            ],
            [
              -78.68,
              26.83
            ],
            [
              -78.67,
              26.84
            ]
          ]
        ]
      },
      "raw_probability": 0.0596,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "4947d1553cfa041a7ca7281ab48753be91a714ba9e4ba7b0832c336937be4380",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0596,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "560c53250a9e569fc038965dab0de97b66fcfd8739f634b702b7a8edfa33829b",
        "signature": {
          "alg": "ed25519",
          "sig": "46bd586d73c29b8675ec58880ad407596e21f9c5e5e2e6df92b948f16c9d920c5d7a94d3a03cae4a7b16ac75ff7cb4c380603abc3961af06a37b5b45373c2402"
        }
      },
      "receipt_sha256": "560c53250a9e569fc038965dab0de97b66fcfd8739f634b702b7a8edfa33829b"
    },
    {
      "storm_id": "383826",
      "lat": 43.7883,
      "lon": -104.285,
      "motion_east": 2.2,
      "motion_south": 0.8,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1586.0,
      "ebshear": 42.0,
      "srh01": 28.0,
      "maxllaz": 0.003,
      "mesh": 0.2,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 14.7687
        },
        {
          "name": "alignment",
          "value": -1.1666
        },
        {
          "name": "tau",
          "value": 0.3276
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0591
      },
      "coherence_score": 0.3276367783546448,
      "coherence_diagnostics": {
        "tau": 0.3276367783546448,
        "grad_tau": 0.03508507087826729,
        "torsion": 0.0,
        "alignment": -1.1666247844696045,
        "S_field": 0.2097492516040802,
        "Gamma_field": 1.3878858089447021,
        "S_over_Gamma": 0.1511286050081253,
        "Da": 79.3218002319336,
        "E_coh": 0.16174665093421936,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -104.33,
              43.83
            ],
            [
              -104.28,
              43.83
            ],
            [
              -104.25,
              43.81
            ],
            [
              -104.25,
              43.79
            ],
            [
              -104.26,
              43.78
            ],
            [
              -104.26,
              43.76
            ],
            [
              -104.25,
              43.75
            ],
            [
              -104.26,
              43.74
            ],
            [
              -104.31,
              43.74
            ],
            [
              -104.31,
              43.79
            ],
            [
              -104.33,
              43.81
            ],
            [
              -104.33,
              43.83
            ]
          ]
        ]
      },
      "raw_probability": 0.0591,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "a01bfe751f2fc06efeebcf27d35f50ab9347e76137ba0664876d6219c64a372a",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0591,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9a65067a5c2a453524622d8e37aa0dbe9b5e4e03f257872f6f908838977a6c12",
        "signature": {
          "alg": "ed25519",
          "sig": "cfd2807b98a1f3bd959dcdf67175c0b97777a89138e1dc2f91f9925cebd6cb2211ede0e358acf4f90778d88322402f43f84617edc21950f635e8459ca0cd6403"
        }
      },
      "receipt_sha256": "9a65067a5c2a453524622d8e37aa0dbe9b5e4e03f257872f6f908838977a6c12"
    },
    {
      "storm_id": "383975",
      "lat": 32.5337,
      "lon": -90.8738,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2205.0,
      "ebshear": 15.0,
      "srh01": 16.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.2687
        },
        {
          "name": "alignment",
          "value": -1.5968
        },
        {
          "name": "tau",
          "value": 2.4036
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0591
      },
      "coherence_score": 2.4035568237304688,
      "coherence_diagnostics": {
        "tau": 2.4035568237304688,
        "grad_tau": 0.17452585697174072,
        "torsion": 0.0,
        "alignment": -1.5968313217163086,
        "S_field": 0.8266817927360535,
        "Gamma_field": 0.3470524251461029,
        "S_over_Gamma": 2.3820083141326904,
        "Da": 22.294540405273438,
        "E_coh": 0.9929259419441223,
        "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": [
          [
            [
              -90.86,
              32.56
            ],
            [
              -90.84,
              32.55
            ],
            [
              -90.85,
              32.54
            ],
            [
              -90.85,
              32.49
            ],
            [
              -90.93,
              32.47
            ],
            [
              -90.93,
              32.55
            ],
            [
              -90.87,
              32.55
            ],
            [
              -90.86,
              32.56
            ]
          ]
        ]
      },
      "raw_probability": 0.0591,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "a01bfe751f2fc06efeebcf27d35f50ab9347e76137ba0664876d6219c64a372a",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0591,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9a65067a5c2a453524622d8e37aa0dbe9b5e4e03f257872f6f908838977a6c12",
        "signature": {
          "alg": "ed25519",
          "sig": "cfd2807b98a1f3bd959dcdf67175c0b97777a89138e1dc2f91f9925cebd6cb2211ede0e358acf4f90778d88322402f43f84617edc21950f635e8459ca0cd6403"
        }
      },
      "receipt_sha256": "9a65067a5c2a453524622d8e37aa0dbe9b5e4e03f257872f6f908838977a6c12"
    },
    {
      "storm_id": "383621",
      "lat": 26.0573,
      "lon": -77.71,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3781.0,
      "ebshear": 5.0,
      "srh01": 20.0,
      "maxllaz": 0.0,
      "mesh": 0.35,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.1437
        },
        {
          "name": "alignment",
          "value": -1.1012
        },
        {
          "name": "tau",
          "value": 1.8371
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0587
      },
      "coherence_score": 1.8371174335479736,
      "coherence_diagnostics": {
        "tau": 1.8371174335479736,
        "grad_tau": 1.5409992933273315,
        "torsion": 0.0,
        "alignment": -1.10123872756958,
        "S_field": 1.0755162239074707,
        "Gamma_field": 0.2637191116809845,
        "S_over_Gamma": 4.078264236450195,
        "Da": 14.77430248260498,
        "E_coh": 0.9740831255912781,
        "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": [
          [
            [
              -77.73,
              26.11
            ],
            [
              -77.71,
              26.11
            ],
            [
              -77.67,
              26.09
            ],
            [
              -77.67,
              26.07
            ],
            [
              -77.66,
              26.06
            ],
            [
              -77.66,
              26.04
            ],
            [
              -77.67,
              26.03
            ],
            [
              -77.71,
              26.02
            ],
            [
              -77.72,
              26.01
            ],
            [
              -77.74,
              26.01
            ],
            [
              -77.75,
              26.02
            ],
            [
              -77.75,
              26.04
            ],
            [
              -77.74,
              26.05
            ],
            [
              -77.74,
              26.09
            ],
            [
              -77.73,
              26.11
            ]
          ]
        ]
      },
      "raw_probability": 0.0587,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "166a4bcd79d0da80ebc31eb2a5def29933b973580e47298930f53c043f1247cd",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0587,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "486232729612da47c5135c0c090722b1ffb78f0b3331970816da1cc378af3974",
        "signature": {
          "alg": "ed25519",
          "sig": "9eb27320965484a3370cf90a4918de1762035977310f9e63844d5761d039d222a443e7af2f65d28083311547b401497f41ef072e66637b5d3f732e502b385105"
        }
      },
      "receipt_sha256": "486232729612da47c5135c0c090722b1ffb78f0b3331970816da1cc378af3974"
    },
    {
      "storm_id": "382570",
      "lat": 47.1911,
      "lon": -102.9689,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1212.0,
      "ebshear": 43.0,
      "srh01": 15.0,
      "maxllaz": 0.003,
      "mesh": 0.24,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 18.5187
        },
        {
          "name": "alignment",
          "value": -0.4408
        },
        {
          "name": "tau",
          "value": 0.4547
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0573
      },
      "coherence_score": 0.4547188878059387,
      "coherence_diagnostics": {
        "tau": 0.4547188878059387,
        "grad_tau": 0.0725688710808754,
        "torsion": 0.0,
        "alignment": -0.44081422686576843,
        "S_field": 0.18892377614974976,
        "Gamma_field": 0.4003857374191284,
        "S_over_Gamma": 0.47185441851615906,
        "Da": 24.66498374938965,
        "E_coh": 0.6375810503959656,
        "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": [
          [
            [
              -102.99,
              47.23
            ],
            [
              -102.94,
              47.23
            ],
            [
              -102.92,
              47.21
            ],
            [
              -102.92,
              47.17
            ],
            [
              -102.95,
              47.14
            ],
            [
              -102.99,
              47.14
            ],
            [
              -103.01,
              47.16
            ],
            [
              -103.01,
              47.21
            ],
            [
              -102.99,
              47.23
            ]
          ]
        ]
      },
      "raw_probability": 0.0573,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "6d9dca8b50829232fa96eac23041400d38b3aa50e8301df1cdfa866f9fd73812",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0573,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cc739bb29c0818e9e3595e44b02c61a7d51fce2c60e16c67f7d8085993f1793e",
        "signature": {
          "alg": "ed25519",
          "sig": "fbf3a5d3b6dea2239d43d5ee7a3551e1ad83c836ebaab62115021b1e40b80270c5d79dbab71deaeb84a4cfb3b8e38b2dae58f666daf0eea6866db5b7b71a5403"
        }
      },
      "receipt_sha256": "cc739bb29c0818e9e3595e44b02c61a7d51fce2c60e16c67f7d8085993f1793e"
    },
    {
      "storm_id": "381427",
      "lat": 32.1963,
      "lon": -116.0458,
      "motion_east": 0.9,
      "motion_south": 0.7,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1559.0,
      "ebshear": 25.0,
      "srh01": 51.0,
      "maxllaz": 0.004,
      "mesh": 0.53,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 51.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.0187
        },
        {
          "name": "alignment",
          "value": 2.402
        },
        {
          "name": "tau",
          "value": 0.5163
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.057
      },
      "coherence_score": 0.5162773132324219,
      "coherence_diagnostics": {
        "tau": 0.5162773132324219,
        "grad_tau": 0.06152105703949928,
        "torsion": 0.0,
        "alignment": 2.4020068645477295,
        "S_field": 0.06712415814399719,
        "Gamma_field": 0.15538574755191803,
        "S_over_Gamma": 0.431984007358551,
        "Da": 9.565218925476074,
        "E_coh": 0.11603064090013504,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 6,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -116.11,
              32.28
            ],
            [
              -116.06,
              32.28
            ],
            [
              -116.05,
              32.27
            ],
            [
              -116.03,
              32.27
            ],
            [
              -116.02,
              32.26
            ],
            [
              -115.98,
              32.25
            ],
            [
              -115.98,
              32.22
            ],
            [
              -115.99,
              32.21
            ],
            [
              -115.99,
              32.14
            ],
            [
              -115.98,
              32.13
            ],
            [
              -115.98,
              32.1
            ],
            [
              -115.99,
              32.08
            ],
            [
              -116.04,
              32.08
            ],
            [
              -116.06,
              32.09
            ],
            [
              -116.1,
              32.13
            ],
            [
              -116.13,
              32.19
            ],
            [
              -116.13,
              32.23
            ],
            [
              -116.14,
              32.24
            ],
            [
              -116.11,
              32.28
            ]
          ]
        ]
      },
      "raw_probability": 0.057,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "b01f6a3ee44adedec4ddfa06f2ac12de33e3c03ae767d1304e1708e1d60fe7ea",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.057,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "139158126da6522a88878001d266e2e26d197ec288adf8e30880d28c61ba3db6",
        "signature": {
          "alg": "ed25519",
          "sig": "c3330707e4cd59d6785f7a82558670e7f480bbe5aa28a31bf0233e1ea448dfece35835c3abf8d281b75bab13560478dacfa974d4c536412d7d87e3279e3f8409"
        }
      },
      "receipt_sha256": "139158126da6522a88878001d266e2e26d197ec288adf8e30880d28c61ba3db6"
    },
    {
      "storm_id": "383513",
      "lat": 43.029,
      "lon": -111.271,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 607.0,
      "ebshear": 20.0,
      "srh01": 38.0,
      "maxllaz": 0.002,
      "mesh": 0.27,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 12.8937
        },
        {
          "name": "alignment",
          "value": -0.381
        },
        {
          "name": "tau",
          "value": 0.2703
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.057
      },
      "coherence_score": 0.27033695578575134,
      "coherence_diagnostics": {
        "tau": 0.27033695578575134,
        "grad_tau": 0.027299394831061363,
        "torsion": 0.0,
        "alignment": -0.38095855712890625,
        "S_field": 0.11659274995326996,
        "Gamma_field": 0.5528857707977295,
        "S_over_Gamma": 0.2108803540468216,
        "Da": 31.842693328857422,
        "E_coh": 0.45364436507225037,
        "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": [
          [
            [
              -111.28,
              43.06
            ],
            [
              -111.25,
              43.06
            ],
            [
              -111.24,
              43.05
            ],
            [
              -111.24,
              43.0
            ],
            [
              -111.25,
              42.99
            ],
            [
              -111.29,
              42.99
            ],
            [
              -111.3,
              43.01
            ],
            [
              -111.29,
              43.02
            ],
            [
              -111.29,
              43.05
            ],
            [
              -111.28,
              43.06
            ]
          ]
        ]
      },
      "raw_probability": 0.057,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "b01f6a3ee44adedec4ddfa06f2ac12de33e3c03ae767d1304e1708e1d60fe7ea",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.057,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "139158126da6522a88878001d266e2e26d197ec288adf8e30880d28c61ba3db6",
        "signature": {
          "alg": "ed25519",
          "sig": "c3330707e4cd59d6785f7a82558670e7f480bbe5aa28a31bf0233e1ea448dfece35835c3abf8d281b75bab13560478dacfa974d4c536412d7d87e3279e3f8409"
        }
      },
      "receipt_sha256": "139158126da6522a88878001d266e2e26d197ec288adf8e30880d28c61ba3db6"
    },
    {
      "storm_id": "383805",
      "lat": 35.1135,
      "lon": -79.0488,
      "motion_east": 4.1,
      "motion_south": 1.1,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2537.0,
      "ebshear": 19.0,
      "srh01": 29.0,
      "maxllaz": 0.006,
      "mesh": 0.33,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.6437
        },
        {
          "name": "alignment",
          "value": -1.8803
        },
        {
          "name": "tau",
          "value": 4.0325
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0566
      },
      "coherence_score": 4.03248405456543,
      "coherence_diagnostics": {
        "tau": 4.03248405456543,
        "grad_tau": 0.32925084233283997,
        "torsion": 0.0,
        "alignment": -1.8802610635757446,
        "S_field": 1.642817735671997,
        "Gamma_field": 0.2803857624530792,
        "S_over_Gamma": 5.859133720397949,
        "Da": 17.44697380065918,
        "E_coh": 0.9627514481544495,
        "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": [
          [
            [
              -79.11,
              35.17
            ],
            [
              -79.06,
              35.17
            ],
            [
              -79.05,
              35.16
            ],
            [
              -78.96,
              35.16
            ],
            [
              -78.93,
              35.13
            ],
            [
              -78.93,
              35.1
            ],
            [
              -78.94,
              35.08
            ],
            [
              -78.96,
              35.07
            ],
            [
              -79.0,
              35.09
            ],
            [
              -79.05,
              35.09
            ],
            [
              -79.06,
              35.08
            ],
            [
              -79.08,
              35.08
            ],
            [
              -79.12,
              35.05
            ],
            [
              -79.17,
              35.05
            ],
            [
              -79.17,
              35.12
            ],
            [
              -79.13,
              35.16
            ],
            [
              -79.11,
              35.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0566,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "40ed0fdb0c42c9d6398f225b5397c65dc16a35d96ff4a806c81dce1494cd6719",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0566,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "38c90cf35a287f29964af9851c4ae632a92e6c5f2e1b4ffff4745c0bbf8e74a3",
        "signature": {
          "alg": "ed25519",
          "sig": "7365244efb87edf5f30a88c8cb39639994dc4fcb524b1c1e3158e1b9e88ee63a66be75cf16b92e7b350a639ed14038e1cd15ba7220f8109c17fba3e0ed1d5f02"
        }
      },
      "receipt_sha256": "38c90cf35a287f29964af9851c4ae632a92e6c5f2e1b4ffff4745c0bbf8e74a3"
    },
    {
      "storm_id": "384110",
      "lat": 32.1541,
      "lon": -92.5547,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1752.0,
      "ebshear": 9.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.6437
        },
        {
          "name": "alignment",
          "value": 0.0159
        },
        {
          "name": "tau",
          "value": 2.0656
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0566
      },
      "coherence_score": 2.065581798553467,
      "coherence_diagnostics": {
        "tau": 2.065581798553467,
        "grad_tau": 0.20078565180301666,
        "torsion": 0.0,
        "alignment": 0.015947485342621803,
        "S_field": 0.44368812441825867,
        "Gamma_field": 0.3745524287223816,
        "S_over_Gamma": 1.1845821142196655,
        "Da": 23.060714721679688,
        "E_coh": 0.9707516431808472,
        "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": [
          [
            [
              -92.58,
              32.2
            ],
            [
              -92.52,
              32.19
            ],
            [
              -92.54,
              32.19
            ],
            [
              -92.56,
              32.17
            ],
            [
              -92.56,
              32.16
            ],
            [
              -92.55,
              32.15
            ],
            [
              -92.51,
              32.15
            ],
            [
              -92.5,
              32.13
            ],
            [
              -92.51,
              32.11
            ],
            [
              -92.53,
              32.12
            ],
            [
              -92.56,
              32.12
            ],
            [
              -92.58,
              32.11
            ],
            [
              -92.59,
              32.12
            ],
            [
              -92.59,
              32.15
            ],
            [
              -92.58,
              32.16
            ],
            [
              -92.59,
              32.19
            ],
            [
              -92.58,
              32.2
            ]
          ]
        ]
      },
      "raw_probability": 0.0566,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "40ed0fdb0c42c9d6398f225b5397c65dc16a35d96ff4a806c81dce1494cd6719",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0566,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "38c90cf35a287f29964af9851c4ae632a92e6c5f2e1b4ffff4745c0bbf8e74a3",
        "signature": {
          "alg": "ed25519",
          "sig": "7365244efb87edf5f30a88c8cb39639994dc4fcb524b1c1e3158e1b9e88ee63a66be75cf16b92e7b350a639ed14038e1cd15ba7220f8109c17fba3e0ed1d5f02"
        }
      },
      "receipt_sha256": "38c90cf35a287f29964af9851c4ae632a92e6c5f2e1b4ffff4745c0bbf8e74a3"
    },
    {
      "storm_id": "384071",
      "lat": 30.7727,
      "lon": -86.3727,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3228.0,
      "ebshear": 12.0,
      "srh01": 13.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.7687
        },
        {
          "name": "alignment",
          "value": -1.9001
        },
        {
          "name": "tau",
          "value": 3.6481
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0559
      },
      "coherence_score": 3.648059606552124,
      "coherence_diagnostics": {
        "tau": 3.648059606552124,
        "grad_tau": 0.0757046788930893,
        "torsion": 0.0,
        "alignment": -1.9001200199127197,
        "S_field": 1.0571354627609253,
        "Gamma_field": 0.3045524060726166,
        "S_over_Gamma": 3.47111177444458,
        "Da": 19.98150634765625,
        "E_coh": 0.972567617893219,
        "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": [
          [
            [
              -86.4,
              30.81
            ],
            [
              -86.34,
              30.81
            ],
            [
              -86.35,
              30.8
            ],
            [
              -86.34,
              30.78
            ],
            [
              -86.34,
              30.75
            ],
            [
              -86.35,
              30.74
            ],
            [
              -86.36,
              30.75
            ],
            [
              -86.38,
              30.75
            ],
            [
              -86.42,
              30.73
            ],
            [
              -86.42,
              30.77
            ],
            [
              -86.4,
              30.81
            ]
          ]
        ]
      },
      "raw_probability": 0.0559,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "3b5bb88e998c478203911456c08f77c1addd321bdaebef70f0712eff2bf448fc",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0559,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1b2d811d0ed5e25fe3145382bbb8bca44b1a2cbda05040597d3d0b4e3cd13a2e",
        "signature": {
          "alg": "ed25519",
          "sig": "8a336521cd7cee30b52e5db4b1e87ae947e8c0f87714a6096d396d5389eff5cd7fd3a5e114412cf5e819d2a8af506cf8961e0e636aa04c086aa43e979b7f320b"
        }
      },
      "receipt_sha256": "1b2d811d0ed5e25fe3145382bbb8bca44b1a2cbda05040597d3d0b4e3cd13a2e"
    },
    {
      "storm_id": "383116",
      "lat": 29.695,
      "lon": -82.0942,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2899.0,
      "ebshear": 10.0,
      "srh01": 12.0,
      "maxllaz": 0.003,
      "mesh": 0.03,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.5187
        },
        {
          "name": "alignment",
          "value": -0.909
        },
        {
          "name": "tau",
          "value": 4.3361
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0558
      },
      "coherence_score": 4.3360514640808105,
      "coherence_diagnostics": {
        "tau": 4.3360514640808105,
        "grad_tau": 0.19760195910930634,
        "torsion": 0.0,
        "alignment": -0.9090155363082886,
        "S_field": 1.064284086227417,
        "Gamma_field": 0.21455241739749908,
        "S_over_Gamma": 4.960484981536865,
        "Da": 13.458697319030762,
        "E_coh": 0.9596943259239197,
        "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": [
          [
            [
              -82.1,
              29.75
            ],
            [
              -82.05,
              29.74
            ],
            [
              -82.03,
              29.7
            ],
            [
              -82.03,
              29.66
            ],
            [
              -82.06,
              29.63
            ],
            [
              -82.11,
              29.63
            ],
            [
              -82.13,
              29.64
            ],
            [
              -82.14,
              29.66
            ],
            [
              -82.14,
              29.71
            ],
            [
              -82.12,
              29.73
            ],
            [
              -82.12,
              29.74
            ],
            [
              -82.1,
              29.75
            ]
          ]
        ]
      },
      "raw_probability": 0.0558,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "ae3b476197aa1bc551fd0c253ed8ca80440694c50eb67accd0a6d330e7039bca",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0558,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "956798e6677ce2138598f16460dc6d73c1dfbf6a621f44e822911d260be977f6",
        "signature": {
          "alg": "ed25519",
          "sig": "c05447ee2602b0abbc386aebe324b74e091bd2a83b64ec5e1d548d6b5f2f981c946e5f11a433c5824304459f1e770855813dcb801030f3e894b6da74b4e7b30b"
        }
      },
      "receipt_sha256": "956798e6677ce2138598f16460dc6d73c1dfbf6a621f44e822911d260be977f6"
    },
    {
      "storm_id": "383732",
      "lat": 35.5093,
      "lon": -81.4121,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2194.0,
      "ebshear": 12.0,
      "srh01": 29.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.0187
        },
        {
          "name": "alignment",
          "value": -2.3981
        },
        {
          "name": "tau",
          "value": 4.3517
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0558
      },
      "coherence_score": 4.3516645431518555,
      "coherence_diagnostics": {
        "tau": 4.3516645431518555,
        "grad_tau": 0.43771815299987793,
        "torsion": 0.0,
        "alignment": -2.3980586528778076,
        "S_field": 0.9430288076400757,
        "Gamma_field": 0.3237190842628479,
        "S_over_Gamma": 2.9131085872650146,
        "Da": 20.069252014160156,
        "E_coh": 0.9400300979614258,
        "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": [
          [
            [
              -81.45,
              35.55
            ],
            [
              -81.41,
              35.55
            ],
            [
              -81.4,
              35.54
            ],
            [
              -81.38,
              35.54
            ],
            [
              -81.37,
              35.53
            ],
            [
              -81.37,
              35.49
            ],
            [
              -81.36,
              35.47
            ],
            [
              -81.39,
              35.45
            ],
            [
              -81.42,
              35.45
            ],
            [
              -81.44,
              35.47
            ],
            [
              -81.44,
              35.5
            ],
            [
              -81.45,
              35.51
            ],
            [
              -81.44,
              35.53
            ],
            [
              -81.45,
              35.55
            ]
          ]
        ]
      },
      "raw_probability": 0.0558,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "ae3b476197aa1bc551fd0c253ed8ca80440694c50eb67accd0a6d330e7039bca",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0558,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "956798e6677ce2138598f16460dc6d73c1dfbf6a621f44e822911d260be977f6",
        "signature": {
          "alg": "ed25519",
          "sig": "c05447ee2602b0abbc386aebe324b74e091bd2a83b64ec5e1d548d6b5f2f981c946e5f11a433c5824304459f1e770855813dcb801030f3e894b6da74b4e7b30b"
        }
      },
      "receipt_sha256": "956798e6677ce2138598f16460dc6d73c1dfbf6a621f44e822911d260be977f6"
    },
    {
      "storm_id": "384103",
      "lat": 35.1029,
      "lon": -116.2979,
      "motion_east": 2.2,
      "motion_south": 0.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 672.0,
      "ebshear": 7.0,
      "srh01": 14.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.1437
        },
        {
          "name": "alignment",
          "value": -3.0292
        },
        {
          "name": "tau",
          "value": 0.5028
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0556
      },
      "coherence_score": 0.5028252601623535,
      "coherence_diagnostics": {
        "tau": 0.5028252601623535,
        "grad_tau": 0.14638939499855042,
        "torsion": 0.0,
        "alignment": -3.029231309890747,
        "S_field": 0.12738037109375,
        "Gamma_field": 0.15788574516773224,
        "S_over_Gamma": 0.8067882657051086,
        "Da": 9.433093070983887,
        "E_coh": 0.5937871336936951,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -116.29,
              35.15
            ],
            [
              -116.27,
              35.14
            ],
            [
              -116.27,
              35.12
            ],
            [
              -116.28,
              35.11
            ],
            [
              -116.27,
              35.07
            ],
            [
              -116.28,
              35.06
            ],
            [
              -116.3,
              35.07
            ],
            [
              -116.33,
              35.07
            ],
            [
              -116.34,
              35.08
            ],
            [
              -116.34,
              35.09
            ],
            [
              -116.31,
              35.09
            ],
            [
              -116.3,
              35.1
            ],
            [
              -116.3,
              35.14
            ],
            [
              -116.29,
              35.15
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "efaf72b363b2f2449fdd7555a6e8788bc13176eeb882c3a90d5179b1ca4f60c1",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0556,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1b321536eea679cd360d5c2e5ed27a3abadae05128e06cac8d93af7b6d048826",
        "signature": {
          "alg": "ed25519",
          "sig": "309cd255852ffb5ee232c4341fe7096975742eb9fd2e3257bc8e9de703c729ecdf73a096bdb63b7c7c898d49404535c556141c6b37976cdaa80fd480c6d0b90f"
        }
      },
      "receipt_sha256": "1b321536eea679cd360d5c2e5ed27a3abadae05128e06cac8d93af7b6d048826"
    },
    {
      "storm_id": "383810",
      "lat": 34.397,
      "lon": -110.917,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 585.0,
      "ebshear": 20.0,
      "srh01": 36.0,
      "maxllaz": 0.002,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.6437
        },
        {
          "name": "alignment",
          "value": -0.7037
        },
        {
          "name": "tau",
          "value": 0.9829
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0554
      },
      "coherence_score": 0.982904851436615,
      "coherence_diagnostics": {
        "tau": 0.982904851436615,
        "grad_tau": 0.296475350856781,
        "torsion": 0.0,
        "alignment": -0.7037057280540466,
        "S_field": 0.6924458742141724,
        "Gamma_field": 0.72371906042099,
        "S_over_Gamma": 0.9567882418632507,
        "Da": 43.529720306396484,
        "E_coh": 0.9836263060569763,
        "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": [
          [
            [
              -110.94,
              34.43
            ],
            [
              -110.9,
              34.43
            ],
            [
              -110.88,
              34.42
            ],
            [
              -110.87,
              34.41
            ],
            [
              -110.87,
              34.36
            ],
            [
              -110.89,
              34.35
            ],
            [
              -110.94,
              34.35
            ],
            [
              -110.97,
              34.38
            ],
            [
              -110.97,
              34.41
            ],
            [
              -110.94,
              34.43
            ]
          ]
        ]
      },
      "raw_probability": 0.0554,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "ce4fed515dc6f8f76ec268b777f7f938b8249b8a309983c0fa3ae2cc2107503d",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0554,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ae4145a9ea0312d55b57767316da76a3e151141d6240e10a014284b2342cab8b",
        "signature": {
          "alg": "ed25519",
          "sig": "fac708b0e560d337098b3c2f54d760f9f66254fc68366c7c2ab1d2ec38c80b48304ad9d851638ec4eccbb364a1be1663a1f8fe8482cf356b07f47cd64f12d00d"
        }
      },
      "receipt_sha256": "ae4145a9ea0312d55b57767316da76a3e151141d6240e10a014284b2342cab8b"
    },
    {
      "storm_id": "384009",
      "lat": 31.939,
      "lon": -81.634,
      "motion_east": 3.9,
      "motion_south": 0.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2515.0,
      "ebshear": 18.0,
      "srh01": 27.0,
      "maxllaz": 0.004,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.2687
        },
        {
          "name": "alignment",
          "value": -2.3769
        },
        {
          "name": "tau",
          "value": 3.4489
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0553
      },
      "coherence_score": 3.448852062225342,
      "coherence_diagnostics": {
        "tau": 3.448852062225342,
        "grad_tau": 0.32831835746765137,
        "torsion": 0.0,
        "alignment": -2.3769001960754395,
        "S_field": 0.6268864274024963,
        "Gamma_field": 0.3970524072647095,
        "S_over_Gamma": 1.5788506269454956,
        "Da": 24.110069274902344,
        "E_coh": 0.9336081743240356,
        "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": [
          [
            [
              -81.64,
              31.97
            ],
            [
              -81.61,
              31.97
            ],
            [
              -81.6,
              31.96
            ],
            [
              -81.6,
              31.92
            ],
            [
              -81.62,
              31.9
            ],
            [
              -81.64,
              31.9
            ],
            [
              -81.67,
              31.92
            ],
            [
              -81.66,
              31.93
            ],
            [
              -81.66,
              31.95
            ],
            [
              -81.64,
              31.97
            ]
          ]
        ]
      },
      "raw_probability": 0.0553,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "3f3385ae2f31461d528352b6747473d53838c46c9b2c5e5167dd1931faca2c04",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0553,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fa31fa238fed322ec17d488d3b9fbcb22f2f5d75fbc165bce8b0a8610de83501",
        "signature": {
          "alg": "ed25519",
          "sig": "3a710d3d57344af1bef4edb2c9048ebc040b34b76cf071a92555e26049d28bb9cc67974da5d2e39e8d501e9ab11ae0cc29b6c7fbba3acdf3a2e8a8328116a706"
        }
      },
      "receipt_sha256": "fa31fa238fed322ec17d488d3b9fbcb22f2f5d75fbc165bce8b0a8610de83501"
    },
    {
      "storm_id": "384077",
      "lat": 48.76,
      "lon": -69.557,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 671.0,
      "ebshear": 32.0,
      "srh01": 26.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.8937
        },
        {
          "name": "alignment",
          "value": -2.2787
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0553
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.40801072120666504,
        "torsion": 0.0,
        "alignment": -2.2787246704101562,
        "S_field": 0.12289992719888687,
        "Gamma_field": 0.3103857636451721,
        "S_over_Gamma": 0.39595866203308105,
        "Da": 17.91429328918457,
        "E_coh": 0.41270995140075684,
        "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": [
          [
            [
              -69.57,
              48.8
            ],
            [
              -69.55,
              48.8
            ],
            [
              -69.53,
              48.78
            ],
            [
              -69.53,
              48.74
            ],
            [
              -69.52,
              48.73
            ],
            [
              -69.53,
              48.72
            ],
            [
              -69.58,
              48.72
            ],
            [
              -69.6,
              48.73
            ],
            [
              -69.59,
              48.78
            ],
            [
              -69.57,
              48.8
            ]
          ]
        ]
      },
      "raw_probability": 0.0553,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "3f3385ae2f31461d528352b6747473d53838c46c9b2c5e5167dd1931faca2c04",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0553,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fa31fa238fed322ec17d488d3b9fbcb22f2f5d75fbc165bce8b0a8610de83501",
        "signature": {
          "alg": "ed25519",
          "sig": "3a710d3d57344af1bef4edb2c9048ebc040b34b76cf071a92555e26049d28bb9cc67974da5d2e39e8d501e9ab11ae0cc29b6c7fbba3acdf3a2e8a8328116a706"
        }
      },
      "receipt_sha256": "fa31fa238fed322ec17d488d3b9fbcb22f2f5d75fbc165bce8b0a8610de83501"
    },
    {
      "storm_id": "382947",
      "lat": 42.2,
      "lon": -113.1673,
      "motion_east": 0.3,
      "motion_south": 1.1,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 567.0,
      "ebshear": 30.0,
      "srh01": 31.0,
      "maxllaz": 0.001,
      "mesh": 0.19,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 8.1437
        },
        {
          "name": "alignment",
          "value": -1.3996
        },
        {
          "name": "tau",
          "value": 0.2027
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0552
      },
      "coherence_score": 0.20266085863113403,
      "coherence_diagnostics": {
        "tau": 0.20266085863113403,
        "grad_tau": 0.020386485382914543,
        "torsion": 0.0,
        "alignment": -1.3995555639266968,
        "S_field": 0.04664047807455063,
        "Gamma_field": 0.6378858089447021,
        "S_over_Gamma": 0.07311728596687317,
        "Da": 37.10284423828125,
        "E_coh": 0.36683306097984314,
        "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": [
          [
            [
              -113.17,
              42.26
            ],
            [
              -113.12,
              42.26
            ],
            [
              -113.11,
              42.24
            ],
            [
              -113.11,
              42.21
            ],
            [
              -113.16,
              42.14
            ],
            [
              -113.16,
              42.13
            ],
            [
              -113.21,
              42.13
            ],
            [
              -113.22,
              42.15
            ],
            [
              -113.22,
              42.18
            ],
            [
              -113.19,
              42.24
            ],
            [
              -113.17,
              42.26
            ]
          ]
        ]
      },
      "raw_probability": 0.0552,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "6f6cc5fd96b5332cd04e9a429ac396ed8f9b900fe8219c4205ba98e26e7617ff",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0552,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fe8c79a9ff20b1003a03e24bd137244bca7ca76e5c7bdea9cfe4e0bee0f55e57",
        "signature": {
          "alg": "ed25519",
          "sig": "2b67b27d8cb27b4d0ad461a4a6bd46124bcbdeb3252e71b1d6ccdd26ae247b94ebcbaecec533102fbc634907d4ea601489571694d573c1b8751920444b017e0a"
        }
      },
      "receipt_sha256": "fe8c79a9ff20b1003a03e24bd137244bca7ca76e5c7bdea9cfe4e0bee0f55e57"
    },
    {
      "storm_id": "383338",
      "lat": 38.1775,
      "lon": -112.1188,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 730.0,
      "ebshear": 20.0,
      "srh01": 42.0,
      "maxllaz": 0.002,
      "mesh": 0.46,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.5187
        },
        {
          "name": "alignment",
          "value": 1.5262
        },
        {
          "name": "tau",
          "value": 0.2906
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0548
      },
      "coherence_score": 0.29055681824684143,
      "coherence_diagnostics": {
        "tau": 0.29055681824684143,
        "grad_tau": 0.06811687350273132,
        "torsion": 0.0,
        "alignment": 1.5262320041656494,
        "S_field": 0.11462816596031189,
        "Gamma_field": 0.5970523953437805,
        "S_over_Gamma": 0.19199012219905853,
        "Da": 38.42135238647461,
        "E_coh": 0.790300190448761,
        "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": [
          [
            [
              -112.14,
              38.21
            ],
            [
              -112.1,
              38.21
            ],
            [
              -112.08,
              38.19
            ],
            [
              -112.08,
              38.15
            ],
            [
              -112.1,
              38.13
            ],
            [
              -112.15,
              38.13
            ],
            [
              -112.16,
              38.19
            ],
            [
              -112.14,
              38.21
            ]
          ]
        ]
      },
      "raw_probability": 0.0548,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "fc8eee2726be6921ee4cb07a8cea4800cb8067273ff0b6d10bad7a10bdf5f8db",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0548,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "11b5193e5ba19dc919cfc7ce3cbc5feb2618d0102000f973da5a3a36cdcbf461",
        "signature": {
          "alg": "ed25519",
          "sig": "f835a18bcc3b77f750c348daa29e72b569c985e34d138ce8428b79ca793b978f0226d5689f969e281b16a4820697691aa2f9ea70b2361def2347e57cbdb2e00c"
        }
      },
      "receipt_sha256": "11b5193e5ba19dc919cfc7ce3cbc5feb2618d0102000f973da5a3a36cdcbf461"
    },
    {
      "storm_id": "384001",
      "lat": 37.6082,
      "lon": -112.3791,
      "motion_east": 0.0,
      "motion_south": 0.5,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 495.0,
      "ebshear": 19.0,
      "srh01": 46.0,
      "maxllaz": 0.006,
      "mesh": 0.43,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 46.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.8937
        },
        {
          "name": "alignment",
          "value": -0.1551
        },
        {
          "name": "tau",
          "value": 0.3389
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0547
      },
      "coherence_score": 0.33891457319259644,
      "coherence_diagnostics": {
        "tau": 0.33891457319259644,
        "grad_tau": 0.11553701013326645,
        "torsion": 0.0,
        "alignment": -0.1550775170326233,
        "S_field": 0.07512305676937103,
        "Gamma_field": 0.7178857922554016,
        "S_over_Gamma": 0.10464485734701157,
        "Da": 41.19089126586914,
        "E_coh": 0.12791742384433746,
        "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": [
          [
            [
              -112.39,
              37.64
            ],
            [
              -112.36,
              37.64
            ],
            [
              -112.35,
              37.63
            ],
            [
              -112.35,
              37.61
            ],
            [
              -112.36,
              37.6
            ],
            [
              -112.35,
              37.56
            ],
            [
              -112.4,
              37.56
            ],
            [
              -112.42,
              37.58
            ],
            [
              -112.4,
              37.6
            ],
            [
              -112.4,
              37.63
            ],
            [
              -112.39,
              37.64
            ]
          ]
        ]
      },
      "raw_probability": 0.0547,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "fdd715735fa181414e3f150efe54086e028db5026271d5f992c716975c562afc",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0547,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "96da6d59ebcc4e13664480f37da5c4d95099f12ce16d992b360af727085cdfc4",
        "signature": {
          "alg": "ed25519",
          "sig": "6233dda0c9311fc71cd08cb98829700b7e16805a8f4d9980e6c20ec9da28942bdc00a566f3a0f579f984de1772ef4e1d63e52571ebd281eeb621405c6bebeb02"
        }
      },
      "receipt_sha256": "96da6d59ebcc4e13664480f37da5c4d95099f12ce16d992b360af727085cdfc4"
    },
    {
      "storm_id": "383096",
      "lat": 37.79,
      "lon": -112.475,
      "motion_east": 0.0,
      "motion_south": 0.5,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 643.0,
      "ebshear": 21.0,
      "srh01": 33.0,
      "maxllaz": 0.005,
      "mesh": 0.25,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.8937
        },
        {
          "name": "alignment",
          "value": -0.1551
        },
        {
          "name": "tau",
          "value": 0.3389
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0546
      },
      "coherence_score": 0.33891457319259644,
      "coherence_diagnostics": {
        "tau": 0.33891457319259644,
        "grad_tau": 0.11553701013326645,
        "torsion": 0.0,
        "alignment": -0.1550775170326233,
        "S_field": 0.07512305676937103,
        "Gamma_field": 0.7178857922554016,
        "S_over_Gamma": 0.10464485734701157,
        "Da": 41.19089126586914,
        "E_coh": 0.12791742384433746,
        "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": [
          [
            [
              -112.45,
              37.88
            ],
            [
              -112.41,
              37.87
            ],
            [
              -112.38,
              37.84
            ],
            [
              -112.38,
              37.82
            ],
            [
              -112.37,
              37.81
            ],
            [
              -112.37,
              37.76
            ],
            [
              -112.41,
              37.74
            ],
            [
              -112.44,
              37.74
            ],
            [
              -112.45,
              37.73
            ],
            [
              -112.48,
              37.73
            ],
            [
              -112.49,
              37.72
            ],
            [
              -112.61,
              37.72
            ],
            [
              -112.58,
              37.75
            ],
            [
              -112.58,
              37.76
            ],
            [
              -112.56,
              37.77
            ],
            [
              -112.58,
              37.79
            ],
            [
              -112.53,
              37.8
            ],
            [
              -112.49,
              37.84
            ],
            [
              -112.49,
              37.85
            ],
            [
              -112.45,
              37.88
            ]
          ]
        ]
      },
      "raw_probability": 0.0546,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "5dcb291ac831a9b35d07beddaa30609f0986629176a3948ddeed1b3491ec04cf",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0546,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3edaa0d0c1567a7633dd06092c475a3ad10b63454c06d9bc39be925a49d29630",
        "signature": {
          "alg": "ed25519",
          "sig": "e0ecb1cef0a35efd27d8b65ce522cf23d59d082feed23d718b2e05f883541d644780752a709927386f436c27f9683c4fd07a9e418f41836c98017a3573020a05"
        }
      },
      "receipt_sha256": "3edaa0d0c1567a7633dd06092c475a3ad10b63454c06d9bc39be925a49d29630"
    },
    {
      "storm_id": "383594",
      "lat": 37.3456,
      "lon": -107.06,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 267.0,
      "ebshear": 17.0,
      "srh01": 33.0,
      "maxllaz": 0.001,
      "mesh": 0.14,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.7687
        },
        {
          "name": "alignment",
          "value": 1.2587
        },
        {
          "name": "tau",
          "value": 0.2465
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0543
      },
      "coherence_score": 0.24648764729499817,
      "coherence_diagnostics": {
        "tau": 0.24648764729499817,
        "grad_tau": 0.041722334921360016,
        "torsion": 0.0,
        "alignment": 1.2586876153945923,
        "S_field": 0.06518355011940002,
        "Gamma_field": 0.66038578748703,
        "S_over_Gamma": 0.09870526194572449,
        "Da": 38.279056549072266,
        "E_coh": 0.7800124883651733,
        "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": [
          [
            [
              -107.07,
              37.38
            ],
            [
              -107.04,
              37.38
            ],
            [
              -107.02,
              37.36
            ],
            [
              -107.02,
              37.34
            ],
            [
              -107.01,
              37.33
            ],
            [
              -107.05,
              37.3
            ],
            [
              -107.13,
              37.29
            ],
            [
              -107.13,
              37.35
            ],
            [
              -107.07,
              37.38
            ]
          ]
        ]
      },
      "raw_probability": 0.0543,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "9529649e4c7daf84e8d8baf0c2c16dba7d2cddf861029b75238bcd66fccdc7c1",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0543,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "524087153901cb5ccf83aa5907c40beb1508d2d4e41c5dff3476fd5bcdec3a8a",
        "signature": {
          "alg": "ed25519",
          "sig": "3682ebbaae7c9b1049dff7c700b8dc4fcfd1800d2854f28f26d6958837e43af842a7c232d1ae91217fc949d6356d91e26b54e5e33bc52393a9ed960688165c03"
        }
      },
      "receipt_sha256": "524087153901cb5ccf83aa5907c40beb1508d2d4e41c5dff3476fd5bcdec3a8a"
    },
    {
      "storm_id": "383426",
      "lat": 38.361,
      "lon": -105.3819,
      "motion_east": 2.1,
      "motion_south": 0.5,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 87.0,
      "ebshear": 14.0,
      "srh01": 37.0,
      "maxllaz": 0.006,
      "mesh": 0.42,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.0187
        },
        {
          "name": "alignment",
          "value": -0.9483
        },
        {
          "name": "tau",
          "value": 0.2423
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0542
      },
      "coherence_score": 0.24228981137275696,
      "coherence_diagnostics": {
        "tau": 0.24228981137275696,
        "grad_tau": 0.029889216646552086,
        "torsion": 0.0,
        "alignment": -0.9483135938644409,
        "S_field": 0.05649253726005554,
        "Gamma_field": 0.6962191462516785,
        "S_over_Gamma": 0.0811418890953064,
        "Da": 39.90390396118164,
        "E_coh": 0.8277055621147156,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.4,
              38.5
            ],
            [
              -105.37,
              38.5
            ],
            [
              -105.35,
              38.49
            ],
            [
              -105.32,
              38.41
            ],
            [
              -105.27,
              38.36
            ],
            [
              -105.27,
              38.3
            ],
            [
              -105.29,
              38.28
            ],
            [
              -105.31,
              38.28
            ],
            [
              -105.32,
              38.27
            ],
            [
              -105.36,
              38.27
            ],
            [
              -105.37,
              38.26
            ],
            [
              -105.43,
              38.25
            ],
            [
              -105.44,
              38.26
            ],
            [
              -105.44,
              38.29
            ],
            [
              -105.43,
              38.3
            ],
            [
              -105.43,
              38.35
            ],
            [
              -105.46,
              38.4
            ],
            [
              -105.46,
              38.42
            ],
            [
              -105.45,
              38.43
            ],
            [
              -105.45,
              38.46
            ],
            [
              -105.4,
              38.5
            ]
          ]
        ]
      },
      "raw_probability": 0.0542,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "6f171aa2a52b21fb4f5be4813b289459abad54cb2d064d2df7791390c16e19f4",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0542,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ad5afcbeb2c4a2e543ce4376c7d3d19309a138a3e29cfc9e6d3536a20f98c333",
        "signature": {
          "alg": "ed25519",
          "sig": "c1088616105163d386028beae92eb4205be772abd7f466c340047ed4e08fbf13cde57ad56d086f2f57ecfdf7b840e199c4073bc8bd4c39d93372f44024504e04"
        }
      },
      "receipt_sha256": "ad5afcbeb2c4a2e543ce4376c7d3d19309a138a3e29cfc9e6d3536a20f98c333"
    },
    {
      "storm_id": "382964",
      "lat": 31.1838,
      "lon": -115.6754,
      "motion_east": 0.0,
      "motion_south": -1.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1734.0,
      "ebshear": 26.0,
      "srh01": 59.0,
      "maxllaz": 0.002,
      "mesh": 0.36,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 59.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.6437
        },
        {
          "name": "alignment",
          "value": 1.313
        },
        {
          "name": "tau",
          "value": 0.4913
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0538
      },
      "coherence_score": 0.49133938550949097,
      "coherence_diagnostics": {
        "tau": 0.49133938550949097,
        "grad_tau": 0.06734959781169891,
        "torsion": 0.0,
        "alignment": 1.3129841089248657,
        "S_field": 0.05363801121711731,
        "Gamma_field": 0.15871907770633698,
        "S_over_Gamma": 0.33794307708740234,
        "Da": 9.787262916564941,
        "E_coh": 0.31099945306777954,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -115.63,
              31.27
            ],
            [
              -115.62,
              31.26
            ],
            [
              -115.63,
              31.25
            ],
            [
              -115.62,
              31.24
            ],
            [
              -115.62,
              31.21
            ],
            [
              -115.65,
              31.2
            ],
            [
              -115.67,
              31.18
            ],
            [
              -115.67,
              31.17
            ],
            [
              -115.65,
              31.15
            ],
            [
              -115.63,
              31.15
            ],
            [
              -115.62,
              31.14
            ],
            [
              -115.62,
              31.1
            ],
            [
              -115.64,
              31.07
            ],
            [
              -115.69,
              31.07
            ],
            [
              -115.7,
              31.08
            ],
            [
              -115.72,
              31.08
            ],
            [
              -115.78,
              31.13
            ],
            [
              -115.79,
              31.15
            ],
            [
              -115.79,
              31.19
            ],
            [
              -115.76,
              31.22
            ],
            [
              -115.73,
              31.22
            ],
            [
              -115.72,
              31.23
            ],
            [
              -115.66,
              31.24
            ],
            [
              -115.65,
              31.25
            ],
            [
              -115.67,
              31.26
            ],
            [
              -115.63,
              31.27
            ]
          ]
        ]
      },
      "raw_probability": 0.0538,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "d973d78f22c14c1b781411a5a125978de66134aa3a57440f4fbd79380a587611",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0538,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1ff0e8dc0dce3b9df3fbe579024fd36c1949a4dfcfdf5cfccfc440ef841c61c1",
        "signature": {
          "alg": "ed25519",
          "sig": "819dfd2e27a09fa6bc7fd51a58675f3a2a76a813e676c6d478c5a9c00b55fe75b56e8158113a74be2156e57cb87a7cef0bddb026cda1109f6d8c07ec5113940a"
        }
      },
      "receipt_sha256": "1ff0e8dc0dce3b9df3fbe579024fd36c1949a4dfcfdf5cfccfc440ef841c61c1"
    },
    {
      "storm_id": "384046",
      "lat": 27.8993,
      "lon": -80.9207,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3411.0,
      "ebshear": 8.0,
      "srh01": 24.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.2687
        },
        {
          "name": "alignment",
          "value": 2.576
        },
        {
          "name": "tau",
          "value": 4.4595
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0537
      },
      "coherence_score": 4.459535598754883,
      "coherence_diagnostics": {
        "tau": 4.459535598754883,
        "grad_tau": 0.11627611517906189,
        "torsion": 0.0,
        "alignment": 2.575977325439453,
        "S_field": 1.2382402420043945,
        "Gamma_field": 0.20705240964889526,
        "S_over_Gamma": 5.98032283782959,
        "Da": 13.369595527648926,
        "E_coh": 0.9390470385551453,
        "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": [
          [
            [
              -80.95,
              27.95
            ],
            [
              -80.88,
              27.95
            ],
            [
              -80.87,
              27.94
            ],
            [
              -80.88,
              27.93
            ],
            [
              -80.88,
              27.88
            ],
            [
              -80.86,
              27.87
            ],
            [
              -80.88,
              27.86
            ],
            [
              -80.88,
              27.84
            ],
            [
              -80.94,
              27.84
            ],
            [
              -80.97,
              27.86
            ],
            [
              -80.97,
              27.88
            ],
            [
              -80.99,
              27.91
            ],
            [
              -80.99,
              27.93
            ],
            [
              -80.95,
              27.95
            ]
          ]
        ]
      },
      "raw_probability": 0.0537,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "bfab8f6d303e0ad54ca3f91bc0125a0ad236f1fed6e934f819fd115938a49693",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0537,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "df8dd288db832c0e83c3e9b19288fef8492d775294a145467c8162ac12e62528",
        "signature": {
          "alg": "ed25519",
          "sig": "53a624e1e9dbc10130207b10f4f957c30ac4bbc71bb86074e2437f0e6b9b4913af59ea13c8f56a3bc81c91fff21d6df44b2286a0d59f7d6f9788f9513ce4e70c"
        }
      },
      "receipt_sha256": "df8dd288db832c0e83c3e9b19288fef8492d775294a145467c8162ac12e62528"
    },
    {
      "storm_id": "384075",
      "lat": 28.0473,
      "lon": -99.1964,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2232.0,
      "ebshear": 8.0,
      "srh01": 7.0,
      "maxllaz": 0.001,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.1437
        },
        {
          "name": "alignment",
          "value": -0.2233
        },
        {
          "name": "tau",
          "value": 1.3064
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0535
      },
      "coherence_score": 1.3064179420471191,
      "coherence_diagnostics": {
        "tau": 1.3064179420471191,
        "grad_tau": 0.28741100430488586,
        "torsion": 0.0,
        "alignment": -0.22334977984428406,
        "S_field": 0.7197393178939819,
        "Gamma_field": 0.39205241203308105,
        "S_over_Gamma": 1.8358242511749268,
        "Da": 25.127731323242188,
        "E_coh": 0.9887234568595886,
        "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": [
          [
            [
              -99.22,
              28.08
            ],
            [
              -99.17,
              28.08
            ],
            [
              -99.16,
              28.07
            ],
            [
              -99.18,
              28.04
            ],
            [
              -99.17,
              28.03
            ],
            [
              -99.17,
              28.01
            ],
            [
              -99.21,
              28.01
            ],
            [
              -99.22,
              28.02
            ],
            [
              -99.21,
              28.03
            ],
            [
              -99.23,
              28.07
            ],
            [
              -99.22,
              28.08
            ]
          ]
        ]
      },
      "raw_probability": 0.0535,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "abe77f5f4003fd2eecbb46c06a3f4f640c53442886e8c58622b0299a8dcd074e",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0535,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "05a67d42ac01ad2ca6e1572fed05cf255c79364b4fbb9ccd165d8cfcc0b6ce09",
        "signature": {
          "alg": "ed25519",
          "sig": "1e16969178a1e4934611e82e23e266a1e4f2b0ebc6caf028ef02f6a89e2547b3d3a56504de20987d2d72eaa3aa87b4572be7eb4d0e81a5371c0526df41535f0e"
        }
      },
      "receipt_sha256": "05a67d42ac01ad2ca6e1572fed05cf255c79364b4fbb9ccd165d8cfcc0b6ce09"
    },
    {
      "storm_id": "383400",
      "lat": 30.512,
      "lon": -112.077,
      "motion_east": -1.0,
      "motion_south": 0.6,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1488.0,
      "ebshear": 21.0,
      "srh01": 7.0,
      "maxllaz": 0.0,
      "mesh": 1.31,
      "flash_rate": 27.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.1437
        },
        {
          "name": "alignment",
          "value": -3.6139
        },
        {
          "name": "tau",
          "value": 0.7651
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0534
      },
      "coherence_score": 0.76506507396698,
      "coherence_diagnostics": {
        "tau": 0.76506507396698,
        "grad_tau": 0.2930261790752411,
        "torsion": 0.0,
        "alignment": -3.613914728164673,
        "S_field": 0.2481318712234497,
        "Gamma_field": 1.1995524168014526,
        "S_over_Gamma": 0.2068537175655365,
        "Da": 70.7137222290039,
        "E_coh": 0.6093231439590454,
        "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": [
          [
            [
              -112.02,
              30.6
            ],
            [
              -112.01,
              30.59
            ],
            [
              -111.99,
              30.59
            ],
            [
              -111.97,
              30.57
            ],
            [
              -111.97,
              30.54
            ],
            [
              -112.02,
              30.47
            ],
            [
              -112.02,
              30.46
            ],
            [
              -112.06,
              30.42
            ],
            [
              -112.1,
              30.4
            ],
            [
              -112.14,
              30.4
            ],
            [
              -112.16,
              30.41
            ],
            [
              -112.18,
              30.44
            ],
            [
              -112.18,
              30.48
            ],
            [
              -112.17,
              30.49
            ],
            [
              -112.17,
              30.51
            ],
            [
              -112.13,
              30.55
            ],
            [
              -112.09,
              30.56
            ],
            [
              -112.08,
              30.58
            ],
            [
              -112.06,
              30.58
            ],
            [
              -112.02,
              30.6
            ]
          ]
        ]
      },
      "raw_probability": 0.0534,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "5dca48af6f5b77fb8d8c76b5f7f63fa00067d0a83636ad47b008e039f7699a15",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0534,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3ac68b6dfdfbb559d628cf62e20e49e1ea2d57c39a14b399753fbe0bfef6dcd0",
        "signature": {
          "alg": "ed25519",
          "sig": "b1761407b98d8e36169f151d8df6a32a55c7e512c8435cf56d34f00ba58554b7933ca835de1f86070bab5ab1320dbf0be33167870e9edc567ab31b8fb46b1407"
        }
      },
      "receipt_sha256": "3ac68b6dfdfbb559d628cf62e20e49e1ea2d57c39a14b399753fbe0bfef6dcd0"
    },
    {
      "storm_id": "383868",
      "lat": 44.244,
      "lon": -104.0007,
      "motion_east": 3.2,
      "motion_south": 0.4,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1225.0,
      "ebshear": 32.0,
      "srh01": 23.0,
      "maxllaz": 0.004,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 14.7687
        },
        {
          "name": "alignment",
          "value": -1.1666
        },
        {
          "name": "tau",
          "value": 0.3276
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0531
      },
      "coherence_score": 0.3276367783546448,
      "coherence_diagnostics": {
        "tau": 0.3276367783546448,
        "grad_tau": 0.03508507087826729,
        "torsion": 0.0,
        "alignment": -1.1666247844696045,
        "S_field": 0.2097492516040802,
        "Gamma_field": 1.3878858089447021,
        "S_over_Gamma": 0.1511286050081253,
        "Da": 79.3218002319336,
        "E_coh": 0.16174665093421936,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -104.04,
              44.31
            ],
            [
              -104.03,
              44.3
            ],
            [
              -103.98,
              44.3
            ],
            [
              -103.95,
              44.27
            ],
            [
              -103.94,
              44.25
            ],
            [
              -103.94,
              44.21
            ],
            [
              -103.95,
              44.2
            ],
            [
              -103.95,
              44.18
            ],
            [
              -103.97,
              44.17
            ],
            [
              -104.03,
              44.17
            ],
            [
              -104.03,
              44.2
            ],
            [
              -104.05,
              44.22
            ],
            [
              -104.05,
              44.28
            ],
            [
              -104.06,
              44.29
            ],
            [
              -104.04,
              44.31
            ]
          ]
        ]
      },
      "raw_probability": 0.0531,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "87eb4c9162ba01b6c5158e3bfe2635b16dad98032d45b19a978af3bd7fbfbac4",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0531,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3ca6de335ad387b4f171d4562ee96986f4d5e8bc2e013c8715df3e691df1d586",
        "signature": {
          "alg": "ed25519",
          "sig": "7ed71fa2a27e7426840df4faf8ecddfd0073d9c9db5d3dc2ef8cf93baf29ee33217c2f2a65f85153c24da1dd7730ec60d8e6c1c6c4ab72900fee443e21c57d09"
        }
      },
      "receipt_sha256": "3ca6de335ad387b4f171d4562ee96986f4d5e8bc2e013c8715df3e691df1d586"
    },
    {
      "storm_id": "383869",
      "lat": 43.995,
      "lon": -104.21,
      "motion_east": 2.0,
      "motion_south": 0.9,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 934.0,
      "ebshear": 34.0,
      "srh01": 18.0,
      "maxllaz": 0.001,
      "mesh": 0.76,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 14.7687
        },
        {
          "name": "alignment",
          "value": -1.1666
        },
        {
          "name": "tau",
          "value": 0.3276
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.053
      },
      "coherence_score": 0.3276367783546448,
      "coherence_diagnostics": {
        "tau": 0.3276367783546448,
        "grad_tau": 0.03508507087826729,
        "torsion": 0.0,
        "alignment": -1.1666247844696045,
        "S_field": 0.2097492516040802,
        "Gamma_field": 1.3878858089447021,
        "S_over_Gamma": 0.1511286050081253,
        "Da": 79.3218002319336,
        "E_coh": 0.16174665093421936,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -104.29,
              44.07
            ],
            [
              -104.21,
              44.06
            ],
            [
              -104.18,
              44.04
            ],
            [
              -104.15,
              44.04
            ],
            [
              -104.13,
              44.02
            ],
            [
              -104.13,
              43.96
            ],
            [
              -104.16,
              43.94
            ],
            [
              -104.2,
              43.94
            ],
            [
              -104.21,
              43.93
            ],
            [
              -104.28,
              43.93
            ],
            [
              -104.29,
              43.94
            ],
            [
              -104.29,
              44.07
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "c48334b32d898da5b29e13b38daff6715062495a5dfec3bae88676e8cefc2705",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.053,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b9456a22a83eb85b0104300af4f1f0b575074e68b1681550e9d7341253b091ca",
        "signature": {
          "alg": "ed25519",
          "sig": "89262398d8cb37cf27de1a18ae17ea41e215464e2f13de69404463c03779c3341f790ec9488de01de5fa5209cc0320337dc09482a2b114adb4be8ba64cf02b07"
        }
      },
      "receipt_sha256": "b9456a22a83eb85b0104300af4f1f0b575074e68b1681550e9d7341253b091ca"
    },
    {
      "storm_id": "384116",
      "lat": 30.2403,
      "lon": -84.7762,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2917.0,
      "ebshear": 11.0,
      "srh01": 8.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.8937
        },
        {
          "name": "alignment",
          "value": -0.2108
        },
        {
          "name": "tau",
          "value": 3.9096
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.053
      },
      "coherence_score": 3.9096171855926514,
      "coherence_diagnostics": {
        "tau": 3.9096171855926514,
        "grad_tau": 0.307237446308136,
        "torsion": 0.0,
        "alignment": -0.21078810095787048,
        "S_field": 0.9891586899757385,
        "Gamma_field": 0.24538575112819672,
        "S_over_Gamma": 4.031035423278809,
        "Da": 15.850196838378906,
        "E_coh": 0.9719076752662659,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.78,
              30.29
            ],
            [
              -84.77,
              30.29
            ],
            [
              -84.76,
              30.29
            ],
            [
              -84.75,
              30.29
            ],
            [
              -84.76,
              30.29
            ],
            [
              -84.77,
              30.28
            ],
            [
              -84.76,
              30.27
            ],
            [
              -84.77,
              30.26
            ],
            [
              -84.78,
              30.25
            ],
            [
              -84.77,
              30.24
            ],
            [
              -84.76,
              30.24
            ],
            [
              -84.75,
              30.23
            ],
            [
              -84.74,
              30.22
            ],
            [
              -84.74,
              30.21
            ],
            [
              -84.75,
              30.21
            ],
            [
              -84.76,
              30.21
            ],
            [
              -84.77,
              30.21
            ],
            [
              -84.78,
              30.2
            ],
            [
              -84.78,
              30.19
            ],
            [
              -84.79,
              30.19
            ],
            [
              -84.79,
              30.2
            ],
            [
              -84.8,
              30.21
            ],
            [
              -84.81,
              30.2
            ],
            [
              -84.81,
              30.21
            ],
            [
              -84.81,
              30.22
            ],
            [
              -84.81,
              30.23
            ],
            [
              -84.8,
              30.22
            ],
            [
              -84.79,
              30.23
            ],
            [
              -84.78,
              30.24
            ],
            [
              -84.78,
              30.25
            ],
            [
              -84.78,
              30.26
            ],
            [
              -84.78,
              30.27
            ],
            [
              -84.78,
              30.28
            ],
            [
              -84.78,
              30.29
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "c48334b32d898da5b29e13b38daff6715062495a5dfec3bae88676e8cefc2705",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.053,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b9456a22a83eb85b0104300af4f1f0b575074e68b1681550e9d7341253b091ca",
        "signature": {
          "alg": "ed25519",
          "sig": "89262398d8cb37cf27de1a18ae17ea41e215464e2f13de69404463c03779c3341f790ec9488de01de5fa5209cc0320337dc09482a2b114adb4be8ba64cf02b07"
        }
      },
      "receipt_sha256": "b9456a22a83eb85b0104300af4f1f0b575074e68b1681550e9d7341253b091ca"
    },
    {
      "storm_id": "384089",
      "lat": 39.4838,
      "lon": -113.4613,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 420.0,
      "ebshear": 21.0,
      "srh01": 48.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 48.0
        },
        {
          "name": "hrrr_pwat",
          "value": 18.5187
        },
        {
          "name": "alignment",
          "value": -0.0248
        },
        {
          "name": "tau",
          "value": 0.2214
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0529
      },
      "coherence_score": 0.2214052975177765,
      "coherence_diagnostics": {
        "tau": 0.2214052975177765,
        "grad_tau": 0.050470080226659775,
        "torsion": 0.0,
        "alignment": -0.024769723415374756,
        "S_field": 0.11100244522094727,
        "Gamma_field": 0.6412190794944763,
        "S_over_Gamma": 0.17311157286167145,
        "Da": 37.7125129699707,
        "E_coh": 0.5014085173606873,
        "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": [
          [
            [
              -113.47,
              39.51
            ],
            [
              -113.44,
              39.51
            ],
            [
              -113.42,
              39.49
            ],
            [
              -113.43,
              39.45
            ],
            [
              -113.48,
              39.45
            ],
            [
              -113.49,
              39.46
            ],
            [
              -113.49,
              39.49
            ],
            [
              -113.47,
              39.51
            ]
          ]
        ]
      },
      "raw_probability": 0.0529,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "4e0dbee0b067d9dc6b79c09c92f1860b73a345aa490d1e07f58119010ee4c1b0",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0529,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5e37620cc5ac9b95f696eacfece941a0f62adfe2e2189271640042c582fdd7ad",
        "signature": {
          "alg": "ed25519",
          "sig": "93ad4487d8024d5f06cce0ade00502abc026ba6d671b68b5e5f3123bc4f1e9c0c16fa1d5c97fa303fbdd8956f3765665f3922b8615f3c965c658073b4c6d370a"
        }
      },
      "receipt_sha256": "5e37620cc5ac9b95f696eacfece941a0f62adfe2e2189271640042c582fdd7ad"
    },
    {
      "storm_id": "384117",
      "lat": 29.128,
      "lon": -96.158,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1891.0,
      "ebshear": 16.0,
      "srh01": 2.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.2687
        },
        {
          "name": "alignment",
          "value": -1.3214
        },
        {
          "name": "tau",
          "value": 1.6603
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0524
      },
      "coherence_score": 1.6602826118469238,
      "coherence_diagnostics": {
        "tau": 1.6602826118469238,
        "grad_tau": 0.16227670013904572,
        "torsion": 0.0,
        "alignment": -1.3213874101638794,
        "S_field": 0.3685373365879059,
        "Gamma_field": 0.41038578748703003,
        "S_over_Gamma": 0.8980265855789185,
        "Da": 26.790367126464844,
        "E_coh": 0.9618843793869019,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.19,
              29.16
            ],
            [
              -96.11,
              29.16
            ],
            [
              -96.11,
              29.08
            ],
            [
              -96.19,
              29.08
            ],
            [
              -96.19,
              29.16
            ]
          ]
        ]
      },
      "raw_probability": 0.0524,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "6f87a4308174c025a4c2281d53139fac8b5f62fd0871fc8d04daf8b350d8a8bb",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0524,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4eaeecf8c06d3d3c48074ddb355518f39a14333073cd8b02e87d527431ccf506",
        "signature": {
          "alg": "ed25519",
          "sig": "0fb1744930880274589d966f184f260d0897fed3672eb21d8c78015a5522f7e106969721f68a9178fd2f53bb08d8b03f75887de959b36c6638135eb121d3cf05"
        }
      },
      "receipt_sha256": "4eaeecf8c06d3d3c48074ddb355518f39a14333073cd8b02e87d527431ccf506"
    },
    {
      "storm_id": "383696",
      "lat": 36.3976,
      "lon": -79.6629,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2122.0,
      "ebshear": 18.0,
      "srh01": 20.0,
      "maxllaz": 0.005,
      "mesh": 0.08,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.2687
        },
        {
          "name": "alignment",
          "value": -3.0226
        },
        {
          "name": "tau",
          "value": 4.0765
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0523
      },
      "coherence_score": 4.076539993286133,
      "coherence_diagnostics": {
        "tau": 4.076539993286133,
        "grad_tau": 0.3465039134025574,
        "torsion": 0.0,
        "alignment": -3.02258563041687,
        "S_field": 0.8401157259941101,
        "Gamma_field": 0.27121907472610474,
        "S_over_Gamma": 3.0975539684295654,
        "Da": 15.487465858459473,
        "E_coh": 0.9788842797279358,
        "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": [
          [
            [
              -79.6,
              36.45
            ],
            [
              -79.57,
              36.45
            ],
            [
              -79.56,
              36.44
            ],
            [
              -79.56,
              36.39
            ],
            [
              -79.6,
              36.38
            ],
            [
              -79.61,
              36.37
            ],
            [
              -79.64,
              36.37
            ],
            [
              -79.65,
              36.36
            ],
            [
              -79.69,
              36.36
            ],
            [
              -79.7,
              36.35
            ],
            [
              -79.74,
              36.35
            ],
            [
              -79.75,
              36.36
            ],
            [
              -79.77,
              36.35
            ],
            [
              -79.76,
              36.37
            ],
            [
              -79.74,
              36.38
            ],
            [
              -79.75,
              36.42
            ],
            [
              -79.71,
              36.44
            ],
            [
              -79.66,
              36.43
            ],
            [
              -79.65,
              36.44
            ],
            [
              -79.61,
              36.44
            ],
            [
              -79.6,
              36.45
            ]
          ]
        ]
      },
      "raw_probability": 0.0523,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "979424a5d4592c50be68d2a25d85b74fc5f8aa16ef7f692c5890e5aead134663",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0523,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5212d5abdbe48450e96822567c64021414f7f29e6a7bf3e1396985de0f4da4b5",
        "signature": {
          "alg": "ed25519",
          "sig": "27adcec763cc138b56236cbf29b2637ce56f41bf702cd5d8e5588e3b3403ee1d055bc041d38aff76f2b4e7fc33cdaae50d93b315c736f5314399e35f7f804207"
        }
      },
      "receipt_sha256": "5212d5abdbe48450e96822567c64021414f7f29e6a7bf3e1396985de0f4da4b5"
    },
    {
      "storm_id": "383939",
      "lat": 37.183,
      "lon": -105.66,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 83.0,
      "ebshear": 9.0,
      "srh01": 11.0,
      "maxllaz": 0.001,
      "mesh": 0.17,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.5187
        },
        {
          "name": "alignment",
          "value": -1.8441
        },
        {
          "name": "tau",
          "value": 0.2156
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0522
      },
      "coherence_score": 0.21555379033088684,
      "coherence_diagnostics": {
        "tau": 0.21555379033088684,
        "grad_tau": 0.028681734576821327,
        "torsion": 0.0,
        "alignment": -1.8441427946090698,
        "S_field": 0.039085227996110916,
        "Gamma_field": 0.5637190937995911,
        "S_over_Gamma": 0.06933458149433136,
        "Da": 32.95983123779297,
        "E_coh": 0.23904891312122345,
        "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,
              37.21
            ],
            [
              -105.64,
              37.21
            ],
            [
              -105.63,
              37.2
            ],
            [
              -105.63,
              37.18
            ],
            [
              -105.62,
              37.17
            ],
            [
              -105.63,
              37.15
            ],
            [
              -105.69,
              37.15
            ],
            [
              -105.7,
              37.16
            ],
            [
              -105.7,
              37.19
            ],
            [
              -105.68,
              37.21
            ]
          ]
        ]
      },
      "raw_probability": 0.0522,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "02fcc536fb6f19f1349066b91a7c46fb899c9afd7e9f902b3f2ffbfa06584a31",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0522,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d519b0ef0ac7aecabc2aa61c8f6c3395942fac6c1545e6ca3b69a35aba7b6ddb",
        "signature": {
          "alg": "ed25519",
          "sig": "0ff071eeab33b8cbbd32212ed1bcdecc69592c240abed40dac411737848693c7e0acec95c136051e1699b9d8f3f8708b70037580f89ec6b263899e3216673a02"
        }
      },
      "receipt_sha256": "d519b0ef0ac7aecabc2aa61c8f6c3395942fac6c1545e6ca3b69a35aba7b6ddb"
    },
    {
      "storm_id": "384015",
      "lat": 26.45,
      "lon": -77.382,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3592.0,
      "ebshear": 7.0,
      "srh01": 31.0,
      "maxllaz": 0.0,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.1437
        },
        {
          "name": "alignment",
          "value": 0.6613
        },
        {
          "name": "tau",
          "value": 3.082
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.052
      },
      "coherence_score": 3.0819969177246094,
      "coherence_diagnostics": {
        "tau": 3.0819969177246094,
        "grad_tau": 0.9856281280517578,
        "torsion": 0.0,
        "alignment": 0.6612546443939209,
        "S_field": 1.3293037414550781,
        "Gamma_field": 0.25455242395401,
        "S_over_Gamma": 5.222121715545654,
        "Da": 14.950434684753418,
        "E_coh": 0.9513636231422424,
        "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": [
          [
            [
              -77.38,
              26.5
            ],
            [
              -77.37,
              26.5
            ],
            [
              -77.36,
              26.46
            ],
            [
              -77.35,
              26.45
            ],
            [
              -77.35,
              26.38
            ],
            [
              -77.41,
              26.38
            ],
            [
              -77.4,
              26.41
            ],
            [
              -77.43,
              26.44
            ],
            [
              -77.39,
              26.48
            ],
            [
              -77.38,
              26.5
            ]
          ]
        ]
      },
      "raw_probability": 0.052,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "8b2399ca740e30eb7c5b3cceb126a8b7bea91d0a014ee6bcb9100498f31c5fbc",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.052,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0d71fb59aaad3d4c4ebb3b5c93bdb8dac42cf86b78f00eca8012ecbc96c768ea",
        "signature": {
          "alg": "ed25519",
          "sig": "2b1becb76c891011ae16a81ea6c8b8bc09e30c5361c6efbf2e938de34e84cfd7f7bf1492d1c7e3120cb90f1aae72339ecd5ee1edd354fe6d06dac7b65592ed07"
        }
      },
      "receipt_sha256": "0d71fb59aaad3d4c4ebb3b5c93bdb8dac42cf86b78f00eca8012ecbc96c768ea"
    },
    {
      "storm_id": "383378",
      "lat": 41.5518,
      "lon": -102.8827,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1817.0,
      "ebshear": 40.0,
      "srh01": 35.0,
      "maxllaz": 0.002,
      "mesh": 0.72,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.5187
        },
        {
          "name": "alignment",
          "value": -0.3208
        },
        {
          "name": "tau",
          "value": 0.3612
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0515
      },
      "coherence_score": 0.3611576557159424,
      "coherence_diagnostics": {
        "tau": 0.3611576557159424,
        "grad_tau": 0.0403842069208622,
        "torsion": 0.0,
        "alignment": -0.32080042362213135,
        "S_field": 0.08173689246177673,
        "Gamma_field": 0.7070524096488953,
        "S_over_Gamma": 0.11560231447219849,
        "Da": 43.11824417114258,
        "E_coh": 0.006961653009057045,
        "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": [
          [
            [
              -102.91,
              41.61
            ],
            [
              -102.87,
              41.61
            ],
            [
              -102.83,
              41.59
            ],
            [
              -102.8,
              41.56
            ],
            [
              -102.8,
              41.51
            ],
            [
              -102.85,
              41.46
            ],
            [
              -102.91,
              41.46
            ],
            [
              -102.95,
              41.5
            ],
            [
              -102.95,
              41.56
            ],
            [
              -102.93,
              41.6
            ],
            [
              -102.91,
              41.61
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "6de275d760b7f3fedfe4d38b5409288f08e8ce7be2f12748737a76f9e1ed53a9",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0515,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4f64616078dd44463cdb3508961f7ec4126ed6c076c56b9de533ebdfcf35a9c7",
        "signature": {
          "alg": "ed25519",
          "sig": "04a3caaf387d569578cf6465f311441b239ee12be2427e2d69d2122cca8fe32b03b85dd9e5e379c16841d5b9b159c56d89f577add40c2a67f1e7ab9e36f3f30c"
        }
      },
      "receipt_sha256": "4f64616078dd44463cdb3508961f7ec4126ed6c076c56b9de533ebdfcf35a9c7"
    },
    {
      "storm_id": "383408",
      "lat": 26.2933,
      "lon": -81.4573,
      "motion_east": 0.0,
      "motion_south": -1.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4625.0,
      "ebshear": 8.0,
      "srh01": 14.0,
      "maxllaz": 0.002,
      "mesh": 0.85,
      "flash_rate": 35.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.8937
        },
        {
          "name": "alignment",
          "value": 1.0912
        },
        {
          "name": "tau",
          "value": 2.176
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0512
      },
      "coherence_score": 2.1759886741638184,
      "coherence_diagnostics": {
        "tau": 2.1759886741638184,
        "grad_tau": 1.7302918434143066,
        "torsion": 0.0,
        "alignment": 1.0911788940429688,
        "S_field": 1.4595483541488647,
        "Gamma_field": 0.20288574695587158,
        "S_over_Gamma": 7.193942070007324,
        "Da": 11.952775955200195,
        "E_coh": 0.9841856956481934,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.48,
              26.35
            ],
            [
              -81.4,
              26.35
            ],
            [
              -81.38,
              26.33
            ],
            [
              -81.38,
              26.31
            ],
            [
              -81.37,
              26.3
            ],
            [
              -81.38,
              26.26
            ],
            [
              -81.41,
              26.24
            ],
            [
              -81.44,
              26.24
            ],
            [
              -81.45,
              26.23
            ],
            [
              -81.54,
              26.23
            ],
            [
              -81.56,
              26.25
            ],
            [
              -81.56,
              26.3
            ],
            [
              -81.53,
              26.33
            ],
            [
              -81.5,
              26.33
            ],
            [
              -81.48,
              26.35
            ]
          ]
        ]
      },
      "raw_probability": 0.0512,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "a8bb803d5272ab3b01af1415f3ba091566b0144ab1e4094fca582b58e8026a91",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0512,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bbcd05368f0f56e420ba0e02a1c07fb76752d525af087b19abb26a6dcf33445a",
        "signature": {
          "alg": "ed25519",
          "sig": "e5fdb912a8acb94fa090c1171c68159ec2441a390014034fc218eae25b1cfb179cf633a9f4e7c1019a2aedc123959b83b1d575c1a1f00f8569f04c7a4081820b"
        }
      },
      "receipt_sha256": "bbcd05368f0f56e420ba0e02a1c07fb76752d525af087b19abb26a6dcf33445a"
    },
    {
      "storm_id": "384101",
      "lat": 35.278,
      "lon": -118.268,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 29.0,
      "ebshear": 11.0,
      "srh01": 20.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.2687
        },
        {
          "name": "alignment",
          "value": -4.3436
        },
        {
          "name": "tau",
          "value": 0.4917
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0512
      },
      "coherence_score": 0.49168503284454346,
      "coherence_diagnostics": {
        "tau": 0.49168503284454346,
        "grad_tau": 0.02533133141696453,
        "torsion": 0.0,
        "alignment": -4.343606948852539,
        "S_field": 0.10761873424053192,
        "Gamma_field": 0.15621908009052277,
        "S_over_Gamma": 0.6888962388038635,
        "Da": 9.428966522216797,
        "E_coh": 0.5044226050376892,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -118.3,
              35.31
            ],
            [
              -118.22,
              35.31
            ],
            [
              -118.22,
              35.23
            ],
            [
              -118.3,
              35.23
            ],
            [
              -118.3,
              35.31
            ]
          ]
        ]
      },
      "raw_probability": 0.0512,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "a8bb803d5272ab3b01af1415f3ba091566b0144ab1e4094fca582b58e8026a91",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0512,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bbcd05368f0f56e420ba0e02a1c07fb76752d525af087b19abb26a6dcf33445a",
        "signature": {
          "alg": "ed25519",
          "sig": "e5fdb912a8acb94fa090c1171c68159ec2441a390014034fc218eae25b1cfb179cf633a9f4e7c1019a2aedc123959b83b1d575c1a1f00f8569f04c7a4081820b"
        }
      },
      "receipt_sha256": "bbcd05368f0f56e420ba0e02a1c07fb76752d525af087b19abb26a6dcf33445a"
    },
    {
      "storm_id": "383893",
      "lat": 26.4346,
      "lon": -83.885,
      "motion_east": -1.0,
      "motion_south": -1.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4087.0,
      "ebshear": 9.0,
      "srh01": 8.0,
      "maxllaz": 0.002,
      "mesh": 0.24,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.2687
        },
        {
          "name": "alignment",
          "value": -0.6759
        },
        {
          "name": "tau",
          "value": 2.0902
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0508
      },
      "coherence_score": 2.0901784896850586,
      "coherence_diagnostics": {
        "tau": 2.0901784896850586,
        "grad_tau": 1.6548923254013062,
        "torsion": 0.0,
        "alignment": -0.6759252548217773,
        "S_field": 1.1095739603042603,
        "Gamma_field": 0.20371906459331512,
        "S_over_Gamma": 5.446588516235352,
        "Da": 13.064939498901367,
        "E_coh": 0.9828799366950989,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.95,
              26.54
            ],
            [
              -83.94,
              26.53
            ],
            [
              -83.9,
              26.53
            ],
            [
              -83.88,
              26.51
            ],
            [
              -83.84,
              26.5
            ],
            [
              -83.86,
              26.47
            ],
            [
              -83.85,
              26.46
            ],
            [
              -83.85,
              26.44
            ],
            [
              -83.88,
              26.41
            ],
            [
              -83.87,
              26.4
            ],
            [
              -83.83,
              26.4
            ],
            [
              -83.82,
              26.41
            ],
            [
              -83.8,
              26.4
            ],
            [
              -83.79,
              26.38
            ],
            [
              -83.8,
              26.37
            ],
            [
              -83.8,
              26.34
            ],
            [
              -83.81,
              26.32
            ],
            [
              -83.85,
              26.32
            ],
            [
              -83.88,
              26.35
            ],
            [
              -83.88,
              26.37
            ],
            [
              -83.91,
              26.41
            ],
            [
              -83.95,
              26.41
            ],
            [
              -83.97,
              26.42
            ],
            [
              -83.97,
              26.44
            ],
            [
              -83.98,
              26.45
            ],
            [
              -83.98,
              26.52
            ],
            [
              -83.99,
              26.53
            ],
            [
              -83.95,
              26.54
            ]
          ]
        ]
      },
      "raw_probability": 0.0508,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "35478c77f348e20a3090b25d3d2ddddc2ba2a5f1f6d7f95f16369774e86e200e",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0508,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "69fb10facd883bace16fa407787cdc36acea043c889552fcfe79849edd66e400",
        "signature": {
          "alg": "ed25519",
          "sig": "7575c1918de5ae6eb5dd228e38cd5c28f2e77a99a72d905bf79056a25653781c0be73d8775dbd207418854b64252039b4848d659003001fa00ad9c4865765c07"
        }
      },
      "receipt_sha256": "69fb10facd883bace16fa407787cdc36acea043c889552fcfe79849edd66e400"
    },
    {
      "storm_id": "383989",
      "lat": 48.7264,
      "lon": -77.0607,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 934.0,
      "ebshear": 35.0,
      "srh01": 20.0,
      "maxllaz": 0.001,
      "mesh": 0.33,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.7687
        },
        {
          "name": "alignment",
          "value": -2.0101
        },
        {
          "name": "tau",
          "value": 0.7016
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0508
      },
      "coherence_score": 0.7016239762306213,
      "coherence_diagnostics": {
        "tau": 0.7016239762306213,
        "grad_tau": 0.6553367972373962,
        "torsion": 0.0,
        "alignment": -2.0100812911987305,
        "S_field": 0.33904001116752625,
        "Gamma_field": 0.2687190771102905,
        "S_over_Gamma": 1.2616894245147705,
        "Da": 15.836058616638184,
        "E_coh": 0.6677623987197876,
        "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": [
          [
            [
              -77.08,
              48.76
            ],
            [
              -77.04,
              48.76
            ],
            [
              -77.03,
              48.75
            ],
            [
              -76.99,
              48.74
            ],
            [
              -77.01,
              48.72
            ],
            [
              -77.01,
              48.69
            ],
            [
              -77.02,
              48.68
            ],
            [
              -77.09,
              48.68
            ],
            [
              -77.1,
              48.69
            ],
            [
              -77.09,
              48.71
            ],
            [
              -77.11,
              48.73
            ],
            [
              -77.11,
              48.75
            ],
            [
              -77.09,
              48.75
            ],
            [
              -77.08,
              48.76
            ]
          ]
        ]
      },
      "raw_probability": 0.0508,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "35478c77f348e20a3090b25d3d2ddddc2ba2a5f1f6d7f95f16369774e86e200e",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0508,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "69fb10facd883bace16fa407787cdc36acea043c889552fcfe79849edd66e400",
        "signature": {
          "alg": "ed25519",
          "sig": "7575c1918de5ae6eb5dd228e38cd5c28f2e77a99a72d905bf79056a25653781c0be73d8775dbd207418854b64252039b4848d659003001fa00ad9c4865765c07"
        }
      },
      "receipt_sha256": "69fb10facd883bace16fa407787cdc36acea043c889552fcfe79849edd66e400"
    },
    {
      "storm_id": "383813",
      "lat": 32.2922,
      "lon": -80.9933,
      "motion_east": 2.2,
      "motion_south": 2.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3135.0,
      "ebshear": 15.0,
      "srh01": 25.0,
      "maxllaz": 0.003,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.8937
        },
        {
          "name": "alignment",
          "value": -0.8507
        },
        {
          "name": "tau",
          "value": 3.3961
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0507
      },
      "coherence_score": 3.3961069583892822,
      "coherence_diagnostics": {
        "tau": 3.3961069583892822,
        "grad_tau": 0.20593249797821045,
        "torsion": 0.0,
        "alignment": -0.8507266640663147,
        "S_field": 0.6945566534996033,
        "Gamma_field": 0.28288576006889343,
        "S_over_Gamma": 2.4552550315856934,
        "Da": 17.3834228515625,
        "E_coh": 0.9494326710700989,
        "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": [
          [
            [
              -80.99,
              32.33
            ],
            [
              -80.97,
              32.31
            ],
            [
              -80.96,
              32.27
            ],
            [
              -80.98,
              32.25
            ],
            [
              -81.02,
              32.25
            ],
            [
              -81.03,
              32.27
            ],
            [
              -81.0,
              32.3
            ],
            [
              -81.0,
              32.32
            ],
            [
              -80.99,
              32.33
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "dd9de28ac9acdaee09397dccbfd5409ee94dbe85d6ae63251aeeeea6a6eb7a9f",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0507,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f4fa7cc360a5b6fa5e52f95b66b6c65ad55931a4b16484292964c694afecc3b6",
        "signature": {
          "alg": "ed25519",
          "sig": "43b101c4b294aa8342e41927b0944502416f9835ec15bb9e1873ac8c60cd90d315a77b23ffba2c50b96ae73b8d2331262204d385e948d7c3b6c109c8a0585f09"
        }
      },
      "receipt_sha256": "f4fa7cc360a5b6fa5e52f95b66b6c65ad55931a4b16484292964c694afecc3b6"
    },
    {
      "storm_id": "383945",
      "lat": 31.4567,
      "lon": -86.4767,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2753.0,
      "ebshear": 16.0,
      "srh01": 10.0,
      "maxllaz": 0.001,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 61.0187
        },
        {
          "name": "alignment",
          "value": -1.8414
        },
        {
          "name": "tau",
          "value": 3.7315
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0507
      },
      "coherence_score": 3.731546640396118,
      "coherence_diagnostics": {
        "tau": 3.731546640396118,
        "grad_tau": 0.13257955014705658,
        "torsion": 0.0,
        "alignment": -1.8413543701171875,
        "S_field": 1.3295649290084839,
        "Gamma_field": 0.2628857493400574,
        "S_over_Gamma": 5.057577133178711,
        "Da": 16.93474578857422,
        "E_coh": 0.9518431425094604,
        "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": [
          [
            [
              -86.48,
              31.5
            ],
            [
              -86.43,
              31.45
            ],
            [
              -86.43,
              31.44
            ],
            [
              -86.47,
              31.42
            ],
            [
              -86.49,
              31.42
            ],
            [
              -86.51,
              31.44
            ],
            [
              -86.5,
              31.45
            ],
            [
              -86.5,
              31.49
            ],
            [
              -86.48,
              31.5
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "dd9de28ac9acdaee09397dccbfd5409ee94dbe85d6ae63251aeeeea6a6eb7a9f",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0507,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f4fa7cc360a5b6fa5e52f95b66b6c65ad55931a4b16484292964c694afecc3b6",
        "signature": {
          "alg": "ed25519",
          "sig": "43b101c4b294aa8342e41927b0944502416f9835ec15bb9e1873ac8c60cd90d315a77b23ffba2c50b96ae73b8d2331262204d385e948d7c3b6c109c8a0585f09"
        }
      },
      "receipt_sha256": "f4fa7cc360a5b6fa5e52f95b66b6c65ad55931a4b16484292964c694afecc3b6"
    },
    {
      "storm_id": "384112",
      "lat": 31.7527,
      "lon": -81.9191,
      "motion_east": 3.8,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2330.0,
      "ebshear": 18.0,
      "srh01": 31.0,
      "maxllaz": 0.002,
      "mesh": 0.3,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.5187
        },
        {
          "name": "alignment",
          "value": -0.4602
        },
        {
          "name": "tau",
          "value": 3.7461
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0505
      },
      "coherence_score": 3.746100425720215,
      "coherence_diagnostics": {
        "tau": 3.746100425720215,
        "grad_tau": 0.30874693393707275,
        "torsion": 0.0,
        "alignment": -0.4601905643939972,
        "S_field": 0.9603835344314575,
        "Gamma_field": 0.2987190783023834,
        "S_over_Gamma": 3.21500563621521,
        "Da": 18.596426010131836,
        "E_coh": 0.9767248630523682,
        "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": [
          [
            [
              -81.94,
              31.79
            ],
            [
              -81.93,
              31.78
            ],
            [
              -81.89,
              31.78
            ],
            [
              -81.87,
              31.77
            ],
            [
              -81.88,
              31.71
            ],
            [
              -81.89,
              31.7
            ],
            [
              -81.91,
              31.7
            ],
            [
              -81.94,
              31.72
            ],
            [
              -81.96,
              31.76
            ],
            [
              -81.96,
              31.78
            ],
            [
              -81.94,
              31.79
            ]
          ]
        ]
      },
      "raw_probability": 0.0505,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "2fdf9de63241fc0d85a2a26296fcbaed31a5aad453b26030c2f7646ac437a025",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0505,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "98e54dd650e57a5380f715376a6245e0a446fb3a2fcd2aacdf895d93a6208e2d",
        "signature": {
          "alg": "ed25519",
          "sig": "493eeb66a54dd5a0e43c7dbf8837a0cea1ef3d90af60d8e00dfec14fe1bb39f55a579f986bb02d65af470fa62e4ed3f1a035739cf467583154304aa8a74e060f"
        }
      },
      "receipt_sha256": "98e54dd650e57a5380f715376a6245e0a446fb3a2fcd2aacdf895d93a6208e2d"
    },
    {
      "storm_id": "384115",
      "lat": 30.3273,
      "lon": -91.1427,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3225.0,
      "ebshear": 7.0,
      "srh01": 29.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 62.5187
        },
        {
          "name": "alignment",
          "value": 1.9662
        },
        {
          "name": "tau",
          "value": 2.7977
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0503
      },
      "coherence_score": 2.7976953983306885,
      "coherence_diagnostics": {
        "tau": 2.7976953983306885,
        "grad_tau": 0.3726671636104584,
        "torsion": 0.0,
        "alignment": 1.9661672115325928,
        "S_field": 0.7398314476013184,
        "Gamma_field": 0.24371908605098724,
        "S_over_Gamma": 3.035590887069702,
        "Da": 14.565899848937988,
        "E_coh": 0.9228917360305786,
        "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": [
          [
            [
              -91.11,
              30.38
            ],
            [
              -91.1,
              30.38
            ],
            [
              -91.1,
              30.31
            ],
            [
              -91.11,
              30.29
            ],
            [
              -91.14,
              30.27
            ],
            [
              -91.18,
              30.27
            ],
            [
              -91.2,
              30.29
            ],
            [
              -91.2,
              30.33
            ],
            [
              -91.17,
              30.35
            ],
            [
              -91.15,
              30.35
            ],
            [
              -91.11,
              30.38
            ]
          ]
        ]
      },
      "raw_probability": 0.0503,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "6bb1ee740cc9731a746e5fd6a14b5128392e8ae90d7ac6691eb4a55ec70e0eeb",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0503,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "df0819bf7e1a6ac1e3abac41952607c7c11b9bd3cff3925468e12f0391d5c239",
        "signature": {
          "alg": "ed25519",
          "sig": "c5b15cb97bad0fe2b1b77d28612dc4bb50e5fa5ed7db1b101675f2abbac217641ab45523b302ecf2a57b7f22e50a8c7d3febc34b347086ff29dcbf14c662bb0b"
        }
      },
      "receipt_sha256": "df0819bf7e1a6ac1e3abac41952607c7c11b9bd3cff3925468e12f0391d5c239"
    },
    {
      "storm_id": "383974",
      "lat": 32.768,
      "lon": -108.393,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 474.0,
      "ebshear": 23.0,
      "srh01": 12.0,
      "maxllaz": 0.002,
      "mesh": 0.29,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.1437
        },
        {
          "name": "alignment",
          "value": 0.9043
        },
        {
          "name": "tau",
          "value": 1.3603
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0502
      },
      "coherence_score": 1.3603099584579468,
      "coherence_diagnostics": {
        "tau": 1.3603099584579468,
        "grad_tau": 0.4050764739513397,
        "torsion": 0.0,
        "alignment": 0.9042968153953552,
        "S_field": 0.5668215155601501,
        "Gamma_field": 0.601219117641449,
        "S_over_Gamma": 0.9427869319915771,
        "Da": 36.51035690307617,
        "E_coh": 0.8908175826072693,
        "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": [
          [
            [
              -108.4,
              32.8
            ],
            [
              -108.39,
              32.79
            ],
            [
              -108.37,
              32.79
            ],
            [
              -108.36,
              32.77
            ],
            [
              -108.37,
              32.76
            ],
            [
              -108.37,
              32.74
            ],
            [
              -108.41,
              32.72
            ],
            [
              -108.43,
              32.73
            ],
            [
              -108.43,
              32.78
            ],
            [
              -108.4,
              32.8
            ]
          ]
        ]
      },
      "raw_probability": 0.0502,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "f718a4837cc017f20a1eca13e330dd32a06a6a097daa89588d0d0b75432e2338",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0502,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3d364eca1ce4c363c02e6c6433d0456c069e8ddce8768f3a724f0f3e261126bb",
        "signature": {
          "alg": "ed25519",
          "sig": "adf606353bacf2b0d63d389f85b0cb3b3f35bb88b66aa6e34b70434ddcd1c5d30f039782e2e73f8544520cbbe96ac3d3abae3dc9872b26d5bcbc93e09b86df00"
        }
      },
      "receipt_sha256": "3d364eca1ce4c363c02e6c6433d0456c069e8ddce8768f3a724f0f3e261126bb"
    },
    {
      "storm_id": "384072",
      "lat": 30.7567,
      "lon": -82.5711,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2488.0,
      "ebshear": 17.0,
      "srh01": 13.0,
      "maxllaz": 0.002,
      "mesh": 0.19,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.6437
        },
        {
          "name": "alignment",
          "value": 0.5488
        },
        {
          "name": "tau",
          "value": 4.2127
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0502
      },
      "coherence_score": 4.2126688957214355,
      "coherence_diagnostics": {
        "tau": 4.2126688957214355,
        "grad_tau": 0.17639844119548798,
        "torsion": 0.0,
        "alignment": 0.5487735867500305,
        "S_field": 0.9992277026176453,
        "Gamma_field": 0.2403857409954071,
        "S_over_Gamma": 4.156767845153809,
        "Da": 14.992216110229492,
        "E_coh": 0.9750121831893921,
        "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": [
          [
            [
              -82.58,
              30.79
            ],
            [
              -82.55,
              30.79
            ],
            [
              -82.55,
              30.74
            ],
            [
              -82.54,
              30.73
            ],
            [
              -82.56,
              30.71
            ],
            [
              -82.6,
              30.73
            ],
            [
              -82.59,
              30.75
            ],
            [
              -82.59,
              30.78
            ],
            [
              -82.58,
              30.79
            ]
          ]
        ]
      },
      "raw_probability": 0.0502,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "f718a4837cc017f20a1eca13e330dd32a06a6a097daa89588d0d0b75432e2338",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0502,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3d364eca1ce4c363c02e6c6433d0456c069e8ddce8768f3a724f0f3e261126bb",
        "signature": {
          "alg": "ed25519",
          "sig": "adf606353bacf2b0d63d389f85b0cb3b3f35bb88b66aa6e34b70434ddcd1c5d30f039782e2e73f8544520cbbe96ac3d3abae3dc9872b26d5bcbc93e09b86df00"
        }
      },
      "receipt_sha256": "3d364eca1ce4c363c02e6c6433d0456c069e8ddce8768f3a724f0f3e261126bb"
    },
    {
      "storm_id": "384058",
      "lat": 38.5144,
      "lon": -104.2511,
      "motion_east": 1.7,
      "motion_south": 1.1,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 345.0,
      "ebshear": 28.0,
      "srh01": 28.0,
      "maxllaz": 0.005,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.7687
        },
        {
          "name": "alignment",
          "value": -0.0015
        },
        {
          "name": "tau",
          "value": 0.277
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0495
      },
      "coherence_score": 0.27701279520988464,
      "coherence_diagnostics": {
        "tau": 0.27701279520988464,
        "grad_tau": 0.051009975373744965,
        "torsion": 0.0,
        "alignment": -0.001516580581665039,
        "S_field": 0.041280221194028854,
        "Gamma_field": 0.6203857660293579,
        "S_over_Gamma": 0.06653960049152374,
        "Da": 36.51555252075195,
        "E_coh": 0.08026859909296036,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -104.3,
              38.55
            ],
            [
              -104.22,
              38.55
            ],
            [
              -104.21,
              38.54
            ],
            [
              -104.21,
              38.49
            ],
            [
              -104.23,
              38.49
            ],
            [
              -104.24,
              38.48
            ],
            [
              -104.25,
              38.49
            ],
            [
              -104.3,
              38.49
            ],
            [
              -104.3,
              38.55
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "bedb74815070dadc5b280be91396d6c103ac91f392edbd7e8ed9569ccbc30298",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0495,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0b9b59fd4c8618fc86cefa256b703bc31e703c5e61abfd478f8e881652db2ba3",
        "signature": {
          "alg": "ed25519",
          "sig": "e8dbeb39fd1ef1be96a5ba55cee5c67149af6ae224a7f5c44ef5e666bfa29e62456cd270b0b6eb93431eb6e169dd92b0e66727b8701556bcb46d69c5b9d8b205"
        }
      },
      "receipt_sha256": "0b9b59fd4c8618fc86cefa256b703bc31e703c5e61abfd478f8e881652db2ba3"
    },
    {
      "storm_id": "384035",
      "lat": 31.9633,
      "lon": -111.5058,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1751.0,
      "ebshear": 28.0,
      "srh01": 9.0,
      "maxllaz": 0.002,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2687
        },
        {
          "name": "alignment",
          "value": 0.9293
        },
        {
          "name": "tau",
          "value": 1.0441
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0494
      },
      "coherence_score": 1.0441217422485352,
      "coherence_diagnostics": {
        "tau": 1.0441217422485352,
        "grad_tau": 0.36764177680015564,
        "torsion": 4.856051560864216e-09,
        "alignment": 0.9292622804641724,
        "S_field": 0.6365768909454346,
        "Gamma_field": 0.9912191033363342,
        "S_over_Gamma": 0.642216145992279,
        "Da": 55.78362274169922,
        "E_coh": 0.896838366985321,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.5,
              32.0
            ],
            [
              -111.48,
              31.99
            ],
            [
              -111.49,
              31.97
            ],
            [
              -111.49,
              31.94
            ],
            [
              -111.48,
              31.93
            ],
            [
              -111.49,
              31.92
            ],
            [
              -111.53,
              31.92
            ],
            [
              -111.55,
              31.94
            ],
            [
              -111.52,
              31.97
            ],
            [
              -111.53,
              31.99
            ],
            [
              -111.51,
              31.99
            ],
            [
              -111.5,
              32.0
            ]
          ]
        ]
      },
      "raw_probability": 0.0494,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "141bb5ecc46252493e8e43bd168635dd08a76f1d269b32c54fcaa4ca01fbfebc",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0494,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a891df867d43b9b3c92ba3871b7f28dbf9e192d280f44801f2651d596104e7b6",
        "signature": {
          "alg": "ed25519",
          "sig": "a7510cc54ff22ba7ba05615764c8d81911898b32b98c5d4aa124bc355e9558053576d11530a8a97cf2dd06f2a90665f01a9126af2d1c3ee2d8dbc07124616507"
        }
      },
      "receipt_sha256": "a891df867d43b9b3c92ba3871b7f28dbf9e192d280f44801f2651d596104e7b6"
    },
    {
      "storm_id": "383706",
      "lat": 31.9509,
      "lon": -91.1827,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3276.0,
      "ebshear": 11.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.4,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.5187
        },
        {
          "name": "alignment",
          "value": -0.2477
        },
        {
          "name": "tau",
          "value": 2.296
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0493
      },
      "coherence_score": 2.296039581298828,
      "coherence_diagnostics": {
        "tau": 2.296039581298828,
        "grad_tau": 0.2734356224536896,
        "torsion": 0.0,
        "alignment": -0.2476646602153778,
        "S_field": 0.710232138633728,
        "Gamma_field": 0.37621909379959106,
        "S_over_Gamma": 1.887815237045288,
        "Da": 23.44107437133789,
        "E_coh": 0.993667483329773,
        "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": [
          [
            [
              -91.19,
              31.99
            ],
            [
              -91.15,
              31.99
            ],
            [
              -91.12,
              31.97
            ],
            [
              -91.15,
              31.94
            ],
            [
              -91.15,
              31.92
            ],
            [
              -91.16,
              31.91
            ],
            [
              -91.22,
              31.91
            ],
            [
              -91.23,
              31.92
            ],
            [
              -91.23,
              31.96
            ],
            [
              -91.22,
              31.96
            ],
            [
              -91.19,
              31.99
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "2bfbeaa6d6cc59301ac1d37ea8f2a12763822e20cf9c7241e5382122649ad4b4",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0493,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3c43203481f284f5b14765e3ff0e086562caed90e9f92bf31f17ea5d39dcaed3",
        "signature": {
          "alg": "ed25519",
          "sig": "624fcebce3a914ceb9dcbe9a9ea7303735762d14d811ef516f363c9292d580164adc6fb4b2a3ad3204ab59c2d401231a7e04642b5301dedd7e341c181c38b30a"
        }
      },
      "receipt_sha256": "3c43203481f284f5b14765e3ff0e086562caed90e9f92bf31f17ea5d39dcaed3"
    },
    {
      "storm_id": "384060",
      "lat": 38.3137,
      "lon": -113.2938,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 847.0,
      "ebshear": 14.0,
      "srh01": 38.0,
      "maxllaz": 0.002,
      "mesh": 0.15,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.2687
        },
        {
          "name": "alignment",
          "value": 0.1739
        },
        {
          "name": "tau",
          "value": 0.2346
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0492
      },
      "coherence_score": 0.23462891578674316,
      "coherence_diagnostics": {
        "tau": 0.23462891578674316,
        "grad_tau": 0.04889309033751488,
        "torsion": 0.0,
        "alignment": 0.17388662695884705,
        "S_field": 0.06613007187843323,
        "Gamma_field": 0.679552435874939,
        "S_over_Gamma": 0.09731415659189224,
        "Da": 41.04802322387695,
        "E_coh": 0.7474541068077087,
        "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": [
          [
            [
              -113.31,
              38.34
            ],
            [
              -113.27,
              38.34
            ],
            [
              -113.26,
              38.33
            ],
            [
              -113.26,
              38.27
            ],
            [
              -113.3,
              38.27
            ],
            [
              -113.32,
              38.29
            ],
            [
              -113.32,
              38.33
            ],
            [
              -113.31,
              38.34
            ]
          ]
        ]
      },
      "raw_probability": 0.0492,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "36fb9f10b4d50759dd4d991467968500dcbd2d1d8494fe8d9937eb29e4f1a031",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0492,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6f12eaec5ada8147e6b90fd1dc1369b6414f52f5b5bbc62dd506b252dd488c58",
        "signature": {
          "alg": "ed25519",
          "sig": "01d4f10587258f536cae61ec1561535f3f994f63a52228f4e06611fa9bc3484d902382cc23e5c95fa5eee63e16fe76f38f6068391e865164c8f523a13eed1d01"
        }
      },
      "receipt_sha256": "6f12eaec5ada8147e6b90fd1dc1369b6414f52f5b5bbc62dd506b252dd488c58"
    },
    {
      "storm_id": "384119",
      "lat": 25.9306,
      "lon": -99.4525,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2114.0,
      "ebshear": 9.0,
      "srh01": 15.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.6437
        },
        {
          "name": "alignment",
          "value": -1.944
        },
        {
          "name": "tau",
          "value": 0.447
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.049
      },
      "coherence_score": 0.4470273554325104,
      "coherence_diagnostics": {
        "tau": 0.4470273554325104,
        "grad_tau": 0.43400704860687256,
        "torsion": 0.0,
        "alignment": -1.943952202796936,
        "S_field": 0.1703997403383255,
        "Gamma_field": 0.4253857731819153,
        "S_over_Gamma": 0.40057694911956787,
        "Da": 27.807998657226562,
        "E_coh": 0.7446381449699402,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.48,
              25.97
            ],
            [
              -99.47,
              25.96
            ],
            [
              -99.42,
              25.96
            ],
            [
              -99.4,
              25.97
            ],
            [
              -99.4,
              25.94
            ],
            [
              -99.41,
              25.93
            ],
            [
              -99.41,
              25.92
            ],
            [
              -99.42,
              25.93
            ],
            [
              -99.45,
              25.93
            ],
            [
              -99.46,
              25.92
            ],
            [
              -99.46,
              25.88
            ],
            [
              -99.5,
              25.86
            ],
            [
              -99.49,
              25.88
            ],
            [
              -99.49,
              25.93
            ],
            [
              -99.5,
              25.94
            ],
            [
              -99.48,
              25.97
            ]
          ]
        ]
      },
      "raw_probability": 0.049,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "c3e5e0b30fc23a4e9b6112568ec8ec036205eabe452a97900ea32b9f3f04718a",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.049,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3907fb5eb642f821bd96d8db3c343ad79e45527dea0b3a2b54de61f5174d0898",
        "signature": {
          "alg": "ed25519",
          "sig": "468e55060728aa4cd7b6a64ab89f2a72b66707cddc908efb4d574db912cca9cf6bf9b44a9a18fee27598b8eedfbbd89c4ce2123809e5a290bbe0baa6e40bb009"
        }
      },
      "receipt_sha256": "3907fb5eb642f821bd96d8db3c343ad79e45527dea0b3a2b54de61f5174d0898"
    },
    {
      "storm_id": "383527",
      "lat": 34.9461,
      "lon": -82.2271,
      "motion_east": 3.1,
      "motion_south": 3.4,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2856.0,
      "ebshear": 15.0,
      "srh01": 16.0,
      "maxllaz": 0.004,
      "mesh": 0.29,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.2687
        },
        {
          "name": "alignment",
          "value": -1.2261
        },
        {
          "name": "tau",
          "value": 4.3922
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0489
      },
      "coherence_score": 4.392189979553223,
      "coherence_diagnostics": {
        "tau": 4.392189979553223,
        "grad_tau": 0.4119209349155426,
        "torsion": 0.0,
        "alignment": -1.2260816097259521,
        "S_field": 1.0925546884536743,
        "Gamma_field": 0.2845524251461029,
        "S_over_Gamma": 3.839555025100708,
        "Da": 17.386245727539062,
        "E_coh": 0.9576449394226074,
        "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": [
          [
            [
              -82.31,
              35.07
            ],
            [
              -82.25,
              35.07
            ],
            [
              -82.24,
              35.05
            ],
            [
              -82.24,
              35.01
            ],
            [
              -82.22,
              34.99
            ],
            [
              -82.18,
              34.98
            ],
            [
              -82.16,
              34.96
            ],
            [
              -82.16,
              34.94
            ],
            [
              -82.14,
              34.92
            ],
            [
              -82.12,
              34.88
            ],
            [
              -82.11,
              34.82
            ],
            [
              -82.14,
              34.82
            ],
            [
              -82.15,
              34.83
            ],
            [
              -82.16,
              34.82
            ],
            [
              -82.19,
              34.85
            ],
            [
              -82.19,
              34.87
            ],
            [
              -82.2,
              34.89
            ],
            [
              -82.22,
              34.91
            ],
            [
              -82.23,
              34.91
            ],
            [
              -82.23,
              34.94
            ],
            [
              -82.25,
              34.97
            ],
            [
              -82.29,
              34.97
            ],
            [
              -82.3,
              34.96
            ],
            [
              -82.34,
              34.96
            ],
            [
              -82.35,
              34.97
            ],
            [
              -82.35,
              35.01
            ],
            [
              -82.33,
              35.05
            ],
            [
              -82.31,
              35.07
            ]
          ]
        ]
      },
      "raw_probability": 0.0489,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "089e124b5e00253026a88b104acd051f0230ff636ac1dd4bef3ec454d8f7c24f",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0489,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0540a93e0ed231dd2e90e170e21e512826edc374e281dd423628f01a12e9ea32",
        "signature": {
          "alg": "ed25519",
          "sig": "9a86de1bf965018150ab7024fca56eadf9a74f02597a7f3e9ebed1f4ed5a03946944ded2d742675603d512f6ab74c3fa6fdb7c7f32966f9071cdd083f72e1c0c"
        }
      },
      "receipt_sha256": "0540a93e0ed231dd2e90e170e21e512826edc374e281dd423628f01a12e9ea32"
    },
    {
      "storm_id": "384094",
      "lat": 37.1631,
      "lon": -106.3246,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 122.0,
      "ebshear": 16.0,
      "srh01": 28.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.3937
        },
        {
          "name": "alignment",
          "value": -0.4332
        },
        {
          "name": "tau",
          "value": 0.2515
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0489
      },
      "coherence_score": 0.251527339220047,
      "coherence_diagnostics": {
        "tau": 0.251527339220047,
        "grad_tau": 0.05449061468243599,
        "torsion": 0.0,
        "alignment": -0.43316781520843506,
        "S_field": 0.08428001403808594,
        "Gamma_field": 0.7345524430274963,
        "S_over_Gamma": 0.11473654955625534,
        "Da": 43.264408111572266,
        "E_coh": 0.6351742744445801,
        "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": [
          [
            [
              -106.37,
              37.2
            ],
            [
              -106.33,
              37.2
            ],
            [
              -106.32,
              37.19
            ],
            [
              -106.3,
              37.2
            ],
            [
              -106.3,
              37.17
            ],
            [
              -106.27,
              37.13
            ],
            [
              -106.28,
              37.12
            ],
            [
              -106.3,
              37.12
            ],
            [
              -106.32,
              37.15
            ],
            [
              -106.34,
              37.15
            ],
            [
              -106.35,
              37.14
            ],
            [
              -106.37,
              37.15
            ],
            [
              -106.37,
              37.2
            ]
          ]
        ]
      },
      "raw_probability": 0.0489,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "089e124b5e00253026a88b104acd051f0230ff636ac1dd4bef3ec454d8f7c24f",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0489,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0540a93e0ed231dd2e90e170e21e512826edc374e281dd423628f01a12e9ea32",
        "signature": {
          "alg": "ed25519",
          "sig": "9a86de1bf965018150ab7024fca56eadf9a74f02597a7f3e9ebed1f4ed5a03946944ded2d742675603d512f6ab74c3fa6fdb7c7f32966f9071cdd083f72e1c0c"
        }
      },
      "receipt_sha256": "0540a93e0ed231dd2e90e170e21e512826edc374e281dd423628f01a12e9ea32"
    },
    {
      "storm_id": "383678",
      "lat": 26.7292,
      "lon": -81.2075,
      "motion_east": -1.0,
      "motion_south": -1.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4707.0,
      "ebshear": 8.0,
      "srh01": 7.0,
      "maxllaz": 0.002,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.6437
        },
        {
          "name": "alignment",
          "value": -0.3458
        },
        {
          "name": "tau",
          "value": 3.4606
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0488
      },
      "coherence_score": 3.4605836868286133,
      "coherence_diagnostics": {
        "tau": 3.4605836868286133,
        "grad_tau": 1.0477442741394043,
        "torsion": 0.0,
        "alignment": -0.34576329588890076,
        "S_field": 1.482607126235962,
        "Gamma_field": 0.20288574695587158,
        "S_over_Gamma": 7.307596206665039,
        "Da": 11.93398380279541,
        "E_coh": 0.966799795627594,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.25,
              26.78
            ],
            [
              -81.18,
              26.78
            ],
            [
              -81.16,
              26.76
            ],
            [
              -81.16,
              26.74
            ],
            [
              -81.15,
              26.73
            ],
            [
              -81.16,
              26.7
            ],
            [
              -81.17,
              26.7
            ],
            [
              -81.21,
              26.67
            ],
            [
              -81.26,
              26.67
            ],
            [
              -81.27,
              26.69
            ],
            [
              -81.27,
              26.75
            ],
            [
              -81.25,
              26.78
            ]
          ]
        ]
      },
      "raw_probability": 0.0488,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "5f3eae09c899d9dfbdc31362943b754d0e9d07f9aaf452eb38d22704d5cbe80a",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0488,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8489e7daaffd0456a805902ba1aa2441da3b510da8c89e3ee8ccf43670fb16fe",
        "signature": {
          "alg": "ed25519",
          "sig": "d1856c3705f03482a8b168c7ac90861101c192606dbfd6f3dccd5237b1a2bccba717e0a6709eb32435c68e3b6f5be55f9a4cc409ad585ae7d02a9531673a9001"
        }
      },
      "receipt_sha256": "8489e7daaffd0456a805902ba1aa2441da3b510da8c89e3ee8ccf43670fb16fe"
    },
    {
      "storm_id": "383907",
      "lat": 38.5691,
      "lon": -105.59,
      "motion_east": 2.4,
      "motion_south": 0.5,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 257.0,
      "ebshear": 16.0,
      "srh01": 32.0,
      "maxllaz": 0.002,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.0187
        },
        {
          "name": "alignment",
          "value": -0.9483
        },
        {
          "name": "tau",
          "value": 0.2423
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0486
      },
      "coherence_score": 0.24228981137275696,
      "coherence_diagnostics": {
        "tau": 0.24228981137275696,
        "grad_tau": 0.029889216646552086,
        "torsion": 0.0,
        "alignment": -0.9483135938644409,
        "S_field": 0.05649253726005554,
        "Gamma_field": 0.6962191462516785,
        "S_over_Gamma": 0.0811418890953064,
        "Da": 39.90390396118164,
        "E_coh": 0.8277055621147156,
        "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": [
          [
            [
              -105.65,
              38.61
            ],
            [
              -105.56,
              38.61
            ],
            [
              -105.54,
              38.6
            ],
            [
              -105.53,
              38.59
            ],
            [
              -105.53,
              38.54
            ],
            [
              -105.54,
              38.53
            ],
            [
              -105.6,
              38.53
            ],
            [
              -105.61,
              38.54
            ],
            [
              -105.63,
              38.54
            ],
            [
              -105.65,
              38.56
            ],
            [
              -105.65,
              38.61
            ]
          ]
        ]
      },
      "raw_probability": 0.0486,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "073785975354ed30bff9cb1182dc8b4562373ee34298c8a929aed622fc291b35",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0486,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2628d30028101569987ffe5564c7838ca41ae1192cbbe65ea2a9bb557c853df0",
        "signature": {
          "alg": "ed25519",
          "sig": "f08429b73aa7d716c682fc60a274b1b116e55097dfc95890fb5a77e6d772e3be48331ac22f36620d1664563c091a194ebc572bb0f40ba2628a6f7c46facfbb0a"
        }
      },
      "receipt_sha256": "2628d30028101569987ffe5564c7838ca41ae1192cbbe65ea2a9bb557c853df0"
    },
    {
      "storm_id": "383926",
      "lat": 30.8027,
      "lon": -108.1373,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 928.0,
      "ebshear": 16.0,
      "srh01": 35.0,
      "maxllaz": 0.001,
      "mesh": 0.46,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.2687
        },
        {
          "name": "alignment",
          "value": 2.519
        },
        {
          "name": "tau",
          "value": 2.3359
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0486
      },
      "coherence_score": 2.3359055519104004,
      "coherence_diagnostics": {
        "tau": 2.3359055519104004,
        "grad_tau": 0.3384663164615631,
        "torsion": 0.0,
        "alignment": 2.5189626216888428,
        "S_field": 1.4086556434631348,
        "Gamma_field": 0.29955241084098816,
        "S_over_Gamma": 4.7025346755981445,
        "Da": 18.080657958984375,
        "E_coh": 0.9817698001861572,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.16,
              30.84
            ],
            [
              -108.13,
              30.84
            ],
            [
              -108.11,
              30.82
            ],
            [
              -108.11,
              30.79
            ],
            [
              -108.1,
              30.78
            ],
            [
              -108.11,
              30.76
            ],
            [
              -108.13,
              30.76
            ],
            [
              -108.17,
              30.78
            ],
            [
              -108.16,
              30.8
            ],
            [
              -108.17,
              30.82
            ],
            [
              -108.16,
              30.84
            ]
          ]
        ]
      },
      "raw_probability": 0.0486,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "073785975354ed30bff9cb1182dc8b4562373ee34298c8a929aed622fc291b35",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0486,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2628d30028101569987ffe5564c7838ca41ae1192cbbe65ea2a9bb557c853df0",
        "signature": {
          "alg": "ed25519",
          "sig": "f08429b73aa7d716c682fc60a274b1b116e55097dfc95890fb5a77e6d772e3be48331ac22f36620d1664563c091a194ebc572bb0f40ba2628a6f7c46facfbb0a"
        }
      },
      "receipt_sha256": "2628d30028101569987ffe5564c7838ca41ae1192cbbe65ea2a9bb557c853df0"
    },
    {
      "storm_id": "384030",
      "lat": 32.4969,
      "lon": -110.1638,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1120.0,
      "ebshear": 27.0,
      "srh01": 17.0,
      "maxllaz": 0.003,
      "mesh": 0.33,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.1437
        },
        {
          "name": "alignment",
          "value": -0.5447
        },
        {
          "name": "tau",
          "value": 1.2292
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0485
      },
      "coherence_score": 1.2291998863220215,
      "coherence_diagnostics": {
        "tau": 1.2291998863220215,
        "grad_tau": 0.17869116365909576,
        "torsion": 0.0,
        "alignment": -0.5446603894233704,
        "S_field": 0.5786151885986328,
        "Gamma_field": 0.7428857684135437,
        "S_over_Gamma": 0.7788750529289246,
        "Da": 43.41801834106445,
        "E_coh": 0.9409564137458801,
        "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": [
          [
            [
              -110.19,
              32.55
            ],
            [
              -110.14,
              32.55
            ],
            [
              -110.13,
              32.53
            ],
            [
              -110.13,
              32.49
            ],
            [
              -110.12,
              32.48
            ],
            [
              -110.12,
              32.46
            ],
            [
              -110.14,
              32.45
            ],
            [
              -110.17,
              32.45
            ],
            [
              -110.19,
              32.46
            ],
            [
              -110.19,
              32.47
            ],
            [
              -110.21,
              32.49
            ],
            [
              -110.21,
              32.53
            ],
            [
              -110.19,
              32.55
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "06d7e0c2fea624da103b30578091dd348e959d3066d749bf55c9753255530bf3",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0485,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3414b252b51362fcb2b4ef7acf12329b78754abd91f5e23fa5ddc053a208df5f",
        "signature": {
          "alg": "ed25519",
          "sig": "dba82953d2bf146f8c7a49871462f8de79eeba3cd0c9c7148feb14b01427b71c26e0e98724d8f122fe6df125d58973b048ac0080f710739f30100a2b6d2b3d02"
        }
      },
      "receipt_sha256": "3414b252b51362fcb2b4ef7acf12329b78754abd91f5e23fa5ddc053a208df5f"
    },
    {
      "storm_id": "384044",
      "lat": 29.8855,
      "lon": -90.5091,
      "motion_east": 3.6,
      "motion_south": 0.1,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3311.0,
      "ebshear": 10.0,
      "srh01": 28.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.6437
        },
        {
          "name": "alignment",
          "value": 2.1544
        },
        {
          "name": "tau",
          "value": 2.9351
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0485
      },
      "coherence_score": 2.935093879699707,
      "coherence_diagnostics": {
        "tau": 2.935093879699707,
        "grad_tau": 0.3001212775707245,
        "torsion": 0.0,
        "alignment": 2.1544275283813477,
        "S_field": 0.4703206419944763,
        "Gamma_field": 0.32955241203308105,
        "S_over_Gamma": 1.427149772644043,
        "Da": 19.16457176208496,
        "E_coh": 0.8403339385986328,
        "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": [
          [
            [
              -90.54,
              29.93
            ],
            [
              -90.52,
              29.93
            ],
            [
              -90.5,
              29.9
            ],
            [
              -90.48,
              29.9
            ],
            [
              -90.47,
              29.88
            ],
            [
              -90.47,
              29.84
            ],
            [
              -90.48,
              29.85
            ],
            [
              -90.5,
              29.83
            ],
            [
              -90.55,
              29.83
            ],
            [
              -90.55,
              29.92
            ],
            [
              -90.54,
              29.93
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "06d7e0c2fea624da103b30578091dd348e959d3066d749bf55c9753255530bf3",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0485,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3414b252b51362fcb2b4ef7acf12329b78754abd91f5e23fa5ddc053a208df5f",
        "signature": {
          "alg": "ed25519",
          "sig": "dba82953d2bf146f8c7a49871462f8de79eeba3cd0c9c7148feb14b01427b71c26e0e98724d8f122fe6df125d58973b048ac0080f710739f30100a2b6d2b3d02"
        }
      },
      "receipt_sha256": "3414b252b51362fcb2b4ef7acf12329b78754abd91f5e23fa5ddc053a208df5f"
    },
    {
      "storm_id": "383809",
      "lat": 34.603,
      "lon": -110.913,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 262.0,
      "ebshear": 18.0,
      "srh01": 28.0,
      "maxllaz": 0.007,
      "mesh": 0.14,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.6437
        },
        {
          "name": "alignment",
          "value": -0.7037
        },
        {
          "name": "tau",
          "value": 0.9829
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0484
      },
      "coherence_score": 0.982904851436615,
      "coherence_diagnostics": {
        "tau": 0.982904851436615,
        "grad_tau": 0.296475350856781,
        "torsion": 0.0,
        "alignment": -0.7037057280540466,
        "S_field": 0.6924458742141724,
        "Gamma_field": 0.72371906042099,
        "S_over_Gamma": 0.9567882418632507,
        "Da": 43.529720306396484,
        "E_coh": 0.9836263060569763,
        "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": [
          [
            [
              -110.92,
              34.65
            ],
            [
              -110.9,
              34.65
            ],
            [
              -110.88,
              34.63
            ],
            [
              -110.88,
              34.59
            ],
            [
              -110.89,
              34.57
            ],
            [
              -110.9,
              34.57
            ],
            [
              -110.92,
              34.55
            ],
            [
              -110.96,
              34.55
            ],
            [
              -110.96,
              34.62
            ],
            [
              -110.92,
              34.65
            ]
          ]
        ]
      },
      "raw_probability": 0.0484,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "29bd2d541e6357652f9712137ca710d6f80f7ee6b812e071c84f69404a68399e",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0484,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d53266859bc9d2db81a3d950d6f3de5323d75d40b865e667c508a832a0ed3307",
        "signature": {
          "alg": "ed25519",
          "sig": "e43db6d8eb0528e1210a44c620471082ecdf193052aede4e7882cce08828e16c37eff46fa1fc230c22e4370fcaaa51ecb583a828e4717616bf9e6543b7c40c0d"
        }
      },
      "receipt_sha256": "d53266859bc9d2db81a3d950d6f3de5323d75d40b865e667c508a832a0ed3307"
    },
    {
      "storm_id": "384051",
      "lat": 48.4889,
      "lon": -98.8089,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 65.0,
      "ebshear": 26.0,
      "srh01": 28.0,
      "maxllaz": 0.003,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.5187
        },
        {
          "name": "alignment",
          "value": 2.104
        },
        {
          "name": "tau",
          "value": 0.2342
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0483
      },
      "coherence_score": 0.23422777652740479,
      "coherence_diagnostics": {
        "tau": 0.23422777652740479,
        "grad_tau": 0.20728446543216705,
        "torsion": 0.0,
        "alignment": 2.1039679050445557,
        "S_field": 0.12126103043556213,
        "Gamma_field": 0.2953857481479645,
        "S_over_Gamma": 0.41051754355430603,
        "Da": 17.315107345581055,
        "E_coh": 0.2413787841796875,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.84,
              48.53
            ],
            [
              -98.78,
              48.53
            ],
            [
              -98.75,
              48.51
            ],
            [
              -98.76,
              48.5
            ],
            [
              -98.76,
              48.45
            ],
            [
              -98.83,
              48.4
            ],
            [
              -98.86,
              48.44
            ],
            [
              -98.86,
              48.51
            ],
            [
              -98.84,
              48.53
            ]
          ]
        ]
      },
      "raw_probability": 0.0483,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "1ccc3558310b2d9fb8e8935e48896445811507964969996c9ad27407b7b0e45f",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0483,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "62bf50cb99c20c1ec6b7470eea464b81ec9d182b149b9ffbb6ed7a78bf91f881",
        "signature": {
          "alg": "ed25519",
          "sig": "d5a71fc2371e866bee7665b3dc0d22581f2c790f3748f6e42910d152a73e02291d3b8c82e9f0702f46c0858e3964f5147131b1e6fbd33517b1079c59e8f2b808"
        }
      },
      "receipt_sha256": "62bf50cb99c20c1ec6b7470eea464b81ec9d182b149b9ffbb6ed7a78bf91f881"
    },
    {
      "storm_id": "384108",
      "lat": 32.6467,
      "lon": -109.8956,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 793.0,
      "ebshear": 21.0,
      "srh01": 17.0,
      "maxllaz": 0.002,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.6437
        },
        {
          "name": "alignment",
          "value": 0.9153
        },
        {
          "name": "tau",
          "value": 1.3406
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.048
      },
      "coherence_score": 1.3406018018722534,
      "coherence_diagnostics": {
        "tau": 1.3406018018722534,
        "grad_tau": 0.2520011365413666,
        "torsion": 0.0,
        "alignment": 0.9153249263763428,
        "S_field": 0.6283986568450928,
        "Gamma_field": 0.7053857445716858,
        "S_over_Gamma": 0.8908581733703613,
        "Da": 42.378936767578125,
        "E_coh": 0.9645647406578064,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.92,
              32.68
            ],
            [
              -109.89,
              32.68
            ],
            [
              -109.87,
              32.67
            ],
            [
              -109.87,
              32.63
            ],
            [
              -109.86,
              32.62
            ],
            [
              -109.87,
              32.6
            ],
            [
              -109.93,
              32.6
            ],
            [
              -109.93,
              32.66
            ],
            [
              -109.92,
              32.68
            ]
          ]
        ]
      },
      "raw_probability": 0.048,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "03cef8172d1e5f93cd5c181ed53053fb3291fc5a0e73e93c956a2b7e290a2c1a",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.048,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bb436197bfed0d0864e2389e03d37ba00c215004a46e2d59771c7c5e8cb71e5d",
        "signature": {
          "alg": "ed25519",
          "sig": "ce9560b08b28fb94a98da0b540c700c6a45edb905ba906b4875e3e6fab27194a273db5831ee012d89bccac975e49f2f1ae983a2a4dd3f6370379ee081aabcc04"
        }
      },
      "receipt_sha256": "bb436197bfed0d0864e2389e03d37ba00c215004a46e2d59771c7c5e8cb71e5d"
    },
    {
      "storm_id": "383823",
      "lat": 27.012,
      "lon": -81.673,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4422.0,
      "ebshear": 11.0,
      "srh01": 20.0,
      "maxllaz": 0.002,
      "mesh": 0.36,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.6437
        },
        {
          "name": "alignment",
          "value": -0.3458
        },
        {
          "name": "tau",
          "value": 3.4606
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0478
      },
      "coherence_score": 3.4605836868286133,
      "coherence_diagnostics": {
        "tau": 3.4605836868286133,
        "grad_tau": 1.0477442741394043,
        "torsion": 0.0,
        "alignment": -0.34576329588890076,
        "S_field": 1.482607126235962,
        "Gamma_field": 0.20288574695587158,
        "S_over_Gamma": 7.307596206665039,
        "Da": 11.93398380279541,
        "E_coh": 0.966799795627594,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.68,
              27.06
            ],
            [
              -81.6,
              27.04
            ],
            [
              -81.6,
              26.98
            ],
            [
              -81.66,
              26.98
            ],
            [
              -81.67,
              26.97
            ],
            [
              -81.7,
              26.98
            ],
            [
              -81.71,
              26.99
            ],
            [
              -81.71,
              27.02
            ],
            [
              -81.72,
              27.04
            ],
            [
              -81.68,
              27.06
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "a9b3f0036719d1d57e1633dcab40df7843dcac04f2a1bb6d66efe5a4192f3ef7",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0478,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6fefed8719137414107a92235a6fc65755e3910473b9cc5246e9d964263c8d87",
        "signature": {
          "alg": "ed25519",
          "sig": "c37a0c135a3c45b8c5afec15cb9bc3c87d3b24016bad67b1ac98f326ca622897cca05a72cb6c46004744ac3925f096b58b4a8ffff39c05f56c90376cdab2a608"
        }
      },
      "receipt_sha256": "6fefed8719137414107a92235a6fc65755e3910473b9cc5246e9d964263c8d87"
    },
    {
      "storm_id": "383341",
      "lat": 35.662,
      "lon": -115.6727,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 803.0,
      "ebshear": 14.0,
      "srh01": 13.0,
      "maxllaz": 0.005,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.1437
        },
        {
          "name": "alignment",
          "value": -3.0292
        },
        {
          "name": "tau",
          "value": 0.5028
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0476
      },
      "coherence_score": 0.5028252601623535,
      "coherence_diagnostics": {
        "tau": 0.5028252601623535,
        "grad_tau": 0.14638939499855042,
        "torsion": 0.0,
        "alignment": -3.029231309890747,
        "S_field": 0.12738037109375,
        "Gamma_field": 0.15788574516773224,
        "S_over_Gamma": 0.8067882657051086,
        "Da": 9.433093070983887,
        "E_coh": 0.5937871336936951,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -115.71,
              35.71
            ],
            [
              -115.65,
              35.71
            ],
            [
              -115.64,
              35.7
            ],
            [
              -115.62,
              35.7
            ],
            [
              -115.59,
              35.67
            ],
            [
              -115.59,
              35.64
            ],
            [
              -115.61,
              35.62
            ],
            [
              -115.65,
              35.61
            ],
            [
              -115.66,
              35.6
            ],
            [
              -115.72,
              35.6
            ],
            [
              -115.74,
              35.63
            ],
            [
              -115.74,
              35.66
            ],
            [
              -115.73,
              35.67
            ],
            [
              -115.73,
              35.7
            ],
            [
              -115.71,
              35.71
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "9405707fad02b3a7fef9b7f9758088b341b22414ec7156eddff6742bb96f60db",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0476,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "739a1f71ded39543aecf65e95653af4b3ac148d3dfc6eb6e3bdd04c12aa6e5e1",
        "signature": {
          "alg": "ed25519",
          "sig": "24c040fc49af695b78c8eed2404741edbe76e4fb4de720bc73d15cffb87c80a90a96d76ff5333dafdb96844e78c0c68d8cf607125c8f17237e71f38db2e00006"
        }
      },
      "receipt_sha256": "739a1f71ded39543aecf65e95653af4b3ac148d3dfc6eb6e3bdd04c12aa6e5e1"
    },
    {
      "storm_id": "384036",
      "lat": 31.6,
      "lon": -110.5563,
      "motion_east": 0.2,
      "motion_south": 1.1,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2002.0,
      "ebshear": 32.0,
      "srh01": 29.0,
      "maxllaz": 0.003,
      "mesh": 0.3,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.0187
        },
        {
          "name": "alignment",
          "value": 0.3153
        },
        {
          "name": "tau",
          "value": 1.45
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0474
      },
      "coherence_score": 1.4499653577804565,
      "coherence_diagnostics": {
        "tau": 1.4499653577804565,
        "grad_tau": 0.45579275488853455,
        "torsion": 0.0,
        "alignment": 0.3153418302536011,
        "S_field": 0.7841837406158447,
        "Gamma_field": 0.6545524001121521,
        "S_over_Gamma": 1.1980457305908203,
        "Da": 38.94143295288086,
        "E_coh": 0.9657396674156189,
        "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": [
          [
            [
              -110.57,
              31.63
            ],
            [
              -110.54,
              31.63
            ],
            [
              -110.53,
              31.62
            ],
            [
              -110.53,
              31.57
            ],
            [
              -110.54,
              31.56
            ],
            [
              -110.58,
              31.57
            ],
            [
              -110.59,
              31.59
            ],
            [
              -110.57,
              31.63
            ]
          ]
        ]
      },
      "raw_probability": 0.0474,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "4595dbd941bebad076e5c01020131c71faf04b17c2318ad2aabcb5bdda8d1fc3",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0474,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7c954f6a79a35f056e27a631a149f79fc7bcf730a74f96e831d16a439905d7a2",
        "signature": {
          "alg": "ed25519",
          "sig": "899712b3d3369b776ede033f7e62173a34db7e37b9d5219e739bbf9ddc8bf63def1e927749d841b2931cf2b6be5f63c0e8f0aceec7502b1862664dfa144fd908"
        }
      },
      "receipt_sha256": "7c954f6a79a35f056e27a631a149f79fc7bcf730a74f96e831d16a439905d7a2"
    },
    {
      "storm_id": "384059",
      "lat": 38.3118,
      "lon": -111.96,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 622.0,
      "ebshear": 18.0,
      "srh01": 40.0,
      "maxllaz": 0.002,
      "mesh": 0.3,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.5187
        },
        {
          "name": "alignment",
          "value": 1.5262
        },
        {
          "name": "tau",
          "value": 0.2906
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0473
      },
      "coherence_score": 0.29055681824684143,
      "coherence_diagnostics": {
        "tau": 0.29055681824684143,
        "grad_tau": 0.06811687350273132,
        "torsion": 0.0,
        "alignment": 1.5262320041656494,
        "S_field": 0.11462816596031189,
        "Gamma_field": 0.5970523953437805,
        "S_over_Gamma": 0.19199012219905853,
        "Da": 38.42135238647461,
        "E_coh": 0.790300190448761,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.96,
              38.35
            ],
            [
              -111.92,
              38.34
            ],
            [
              -111.9,
              38.31
            ],
            [
              -111.91,
              38.29
            ],
            [
              -111.95,
              38.26
            ],
            [
              -111.99,
              38.27
            ],
            [
              -111.99,
              38.28
            ],
            [
              -112.01,
              38.3
            ],
            [
              -112.0,
              38.34
            ],
            [
              -111.97,
              38.34
            ],
            [
              -111.96,
              38.35
            ]
          ]
        ]
      },
      "raw_probability": 0.0473,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "86538dfe073952bac335c19e6cc9b56b596c0ec753a3295aec32a018b193af0b",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0473,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "711b390a83cfa6a9ec548c1147597ba68e89b9792dda4d68cb4e2e3e054943f2",
        "signature": {
          "alg": "ed25519",
          "sig": "25a36fad71d37ee834e0a24f4f73f8a84edffe1f333ec09dfe7eff0ae49b180a7cf12c448d2264ed9f975a0f8fb722809d903ff6658be49a554275f058a8350c"
        }
      },
      "receipt_sha256": "711b390a83cfa6a9ec548c1147597ba68e89b9792dda4d68cb4e2e3e054943f2"
    },
    {
      "storm_id": "384067",
      "lat": 31.6258,
      "lon": -111.9875,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1341.0,
      "ebshear": 25.0,
      "srh01": 7.0,
      "maxllaz": 0.004,
      "mesh": 0.52,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.6437
        },
        {
          "name": "alignment",
          "value": 4.3422
        },
        {
          "name": "tau",
          "value": 0.7217
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0473
      },
      "coherence_score": 0.7217026352882385,
      "coherence_diagnostics": {
        "tau": 0.7217026352882385,
        "grad_tau": 0.17718937993049622,
        "torsion": 0.0,
        "alignment": 4.342160701751709,
        "S_field": 0.26163041591644287,
        "Gamma_field": 1.1587189435958862,
        "S_over_Gamma": 0.22579282522201538,
        "Da": 65.5191650390625,
        "E_coh": 0.8531328439712524,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.95,
              31.7
            ],
            [
              -111.94,
              31.7
            ],
            [
              -111.94,
              31.62
            ],
            [
              -111.98,
              31.54
            ],
            [
              -112.0,
              31.52
            ],
            [
              -112.05,
              31.52
            ],
            [
              -112.05,
              31.6
            ],
            [
              -112.04,
              31.62
            ],
            [
              -112.01,
              31.65
            ],
            [
              -111.99,
              31.65
            ],
            [
              -111.95,
              31.69
            ],
            [
              -111.95,
              31.7
            ]
          ]
        ]
      },
      "raw_probability": 0.0473,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "86538dfe073952bac335c19e6cc9b56b596c0ec753a3295aec32a018b193af0b",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0473,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "711b390a83cfa6a9ec548c1147597ba68e89b9792dda4d68cb4e2e3e054943f2",
        "signature": {
          "alg": "ed25519",
          "sig": "25a36fad71d37ee834e0a24f4f73f8a84edffe1f333ec09dfe7eff0ae49b180a7cf12c448d2264ed9f975a0f8fb722809d903ff6658be49a554275f058a8350c"
        }
      },
      "receipt_sha256": "711b390a83cfa6a9ec548c1147597ba68e89b9792dda4d68cb4e2e3e054943f2"
    },
    {
      "storm_id": "383079",
      "lat": 30.7567,
      "lon": -115.2556,
      "motion_east": 0.2,
      "motion_south": 0.6,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1068.0,
      "ebshear": 12.0,
      "srh01": 32.0,
      "maxllaz": 0.001,
      "mesh": 0.6,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.6437
        },
        {
          "name": "alignment",
          "value": -0.3944
        },
        {
          "name": "tau",
          "value": 0.5578
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0472
      },
      "coherence_score": 0.5577593445777893,
      "coherence_diagnostics": {
        "tau": 0.5577593445777893,
        "grad_tau": 0.075811468064785,
        "torsion": 0.0,
        "alignment": -0.3943983018398285,
        "S_field": 0.08497101068496704,
        "Gamma_field": 0.16205240786075592,
        "S_over_Gamma": 0.5243427753448486,
        "Da": 9.912096977233887,
        "E_coh": 0.42719075083732605,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -115.29,
              30.79
            ],
            [
              -115.25,
              30.79
            ],
            [
              -115.23,
              30.78
            ],
            [
              -115.23,
              30.76
            ],
            [
              -115.22,
              30.75
            ],
            [
              -115.22,
              30.71
            ],
            [
              -115.27,
              30.71
            ],
            [
              -115.3,
              30.73
            ],
            [
              -115.29,
              30.79
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "040fd994144f10d3c090e099c45cc3d484ac7c5c756fd5c8732cc46ce6620980",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0472,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "663c536458ca9c2b7e8275a01d23b2af42823f3e15ddea440dac5758e7de8a93",
        "signature": {
          "alg": "ed25519",
          "sig": "79245119823160360c8dfe134981abd36e448bc40b6e92a2364917d8d4d3bbb4c09fd55c233d1fd6c00684ca79c22f0b910f02ca44fe879aac0c7a7002a53100"
        }
      },
      "receipt_sha256": "663c536458ca9c2b7e8275a01d23b2af42823f3e15ddea440dac5758e7de8a93"
    },
    {
      "storm_id": "383354",
      "lat": 31.67,
      "lon": -110.7708,
      "motion_east": 0.0,
      "motion_south": 1.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1871.0,
      "ebshear": 28.0,
      "srh01": 26.0,
      "maxllaz": 0.007,
      "mesh": 1.34,
      "flash_rate": 16.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.0187
        },
        {
          "name": "alignment",
          "value": 0.3153
        },
        {
          "name": "tau",
          "value": 1.45
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0472
      },
      "coherence_score": 1.4499653577804565,
      "coherence_diagnostics": {
        "tau": 1.4499653577804565,
        "grad_tau": 0.45579275488853455,
        "torsion": 0.0,
        "alignment": 0.3153418302536011,
        "S_field": 0.7841837406158447,
        "Gamma_field": 0.6545524001121521,
        "S_over_Gamma": 1.1980457305908203,
        "Da": 38.94143295288086,
        "E_coh": 0.9657396674156189,
        "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": [
          [
            [
              -110.8,
              31.74
            ],
            [
              -110.75,
              31.74
            ],
            [
              -110.74,
              31.71
            ],
            [
              -110.72,
              31.69
            ],
            [
              -110.72,
              31.66
            ],
            [
              -110.74,
              31.64
            ],
            [
              -110.74,
              31.62
            ],
            [
              -110.77,
              31.6
            ],
            [
              -110.78,
              31.61
            ],
            [
              -110.8,
              31.61
            ],
            [
              -110.83,
              31.64
            ],
            [
              -110.83,
              31.71
            ],
            [
              -110.8,
              31.74
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "040fd994144f10d3c090e099c45cc3d484ac7c5c756fd5c8732cc46ce6620980",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0472,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "663c536458ca9c2b7e8275a01d23b2af42823f3e15ddea440dac5758e7de8a93",
        "signature": {
          "alg": "ed25519",
          "sig": "79245119823160360c8dfe134981abd36e448bc40b6e92a2364917d8d4d3bbb4c09fd55c233d1fd6c00684ca79c22f0b910f02ca44fe879aac0c7a7002a53100"
        }
      },
      "receipt_sha256": "663c536458ca9c2b7e8275a01d23b2af42823f3e15ddea440dac5758e7de8a93"
    },
    {
      "storm_id": "383680",
      "lat": 24.9564,
      "lon": -79.075,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3862.0,
      "ebshear": 12.0,
      "srh01": 26.0,
      "maxllaz": 0.001,
      "mesh": 0.21,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.8937
        },
        {
          "name": "alignment",
          "value": 1.7787
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0472
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 2.02364182472229,
        "torsion": 0.0,
        "alignment": 1.7787246704101562,
        "S_field": 1.179693579673767,
        "Gamma_field": 0.31538575887680054,
        "S_over_Gamma": 3.740478277206421,
        "Da": 20.829191207885742,
        "E_coh": 0.9658383131027222,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.03,
              25.03
            ],
            [
              -79.01,
              25.01
            ],
            [
              -79.02,
              25.0
            ],
            [
              -79.01,
              24.99
            ],
            [
              -79.01,
              24.92
            ],
            [
              -79.0,
              24.91
            ],
            [
              -79.01,
              24.9
            ],
            [
              -79.02,
              24.91
            ],
            [
              -79.03,
              24.9
            ],
            [
              -79.09,
              24.9
            ],
            [
              -79.1,
              24.91
            ],
            [
              -79.11,
              24.9
            ],
            [
              -79.13,
              24.92
            ],
            [
              -79.16,
              24.92
            ],
            [
              -79.17,
              24.93
            ],
            [
              -79.17,
              24.95
            ],
            [
              -79.15,
              24.97
            ],
            [
              -79.15,
              25.0
            ],
            [
              -79.12,
              25.0
            ],
            [
              -79.09,
              25.02
            ],
            [
              -79.04,
              25.02
            ],
            [
              -79.03,
              25.03
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "040fd994144f10d3c090e099c45cc3d484ac7c5c756fd5c8732cc46ce6620980",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0472,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "663c536458ca9c2b7e8275a01d23b2af42823f3e15ddea440dac5758e7de8a93",
        "signature": {
          "alg": "ed25519",
          "sig": "79245119823160360c8dfe134981abd36e448bc40b6e92a2364917d8d4d3bbb4c09fd55c233d1fd6c00684ca79c22f0b910f02ca44fe879aac0c7a7002a53100"
        }
      },
      "receipt_sha256": "663c536458ca9c2b7e8275a01d23b2af42823f3e15ddea440dac5758e7de8a93"
    },
    {
      "storm_id": "383912",
      "lat": 35.185,
      "lon": -82.6915,
      "motion_east": 1.6,
      "motion_south": 3.5,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2322.0,
      "ebshear": 13.0,
      "srh01": 21.0,
      "maxllaz": 0.004,
      "mesh": 0.38,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.0187
        },
        {
          "name": "alignment",
          "value": -1.2858
        },
        {
          "name": "tau",
          "value": 4.7786
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0472
      },
      "coherence_score": 4.778613090515137,
      "coherence_diagnostics": {
        "tau": 4.778613090515137,
        "grad_tau": 0.4458516836166382,
        "torsion": 0.0,
        "alignment": -1.28584885597229,
        "S_field": 1.4142333269119263,
        "Gamma_field": 0.22455240786075592,
        "S_over_Gamma": 6.298009872436523,
        "Da": 13.73997974395752,
        "E_coh": 0.966208279132843,
        "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": [
          [
            [
              -82.8,
              35.25
            ],
            [
              -82.78,
              35.25
            ],
            [
              -82.77,
              35.24
            ],
            [
              -82.73,
              35.24
            ],
            [
              -82.69,
              35.22
            ],
            [
              -82.66,
              35.22
            ],
            [
              -82.63,
              35.2
            ],
            [
              -82.6,
              35.2
            ],
            [
              -82.58,
              35.18
            ],
            [
              -82.57,
              35.18
            ],
            [
              -82.57,
              35.13
            ],
            [
              -82.58,
              35.13
            ],
            [
              -82.6,
              35.11
            ],
            [
              -82.68,
              35.1
            ],
            [
              -82.7,
              35.11
            ],
            [
              -82.71,
              35.13
            ],
            [
              -82.76,
              35.14
            ],
            [
              -82.81,
              35.18
            ],
            [
              -82.81,
              35.24
            ],
            [
              -82.8,
              35.25
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "040fd994144f10d3c090e099c45cc3d484ac7c5c756fd5c8732cc46ce6620980",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0472,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "663c536458ca9c2b7e8275a01d23b2af42823f3e15ddea440dac5758e7de8a93",
        "signature": {
          "alg": "ed25519",
          "sig": "79245119823160360c8dfe134981abd36e448bc40b6e92a2364917d8d4d3bbb4c09fd55c233d1fd6c00684ca79c22f0b910f02ca44fe879aac0c7a7002a53100"
        }
      },
      "receipt_sha256": "663c536458ca9c2b7e8275a01d23b2af42823f3e15ddea440dac5758e7de8a93"
    },
    {
      "storm_id": "384040",
      "lat": 30.8533,
      "lon": -115.3567,
      "motion_east": 0.2,
      "motion_south": 0.6,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1090.0,
      "ebshear": 13.0,
      "srh01": 33.0,
      "maxllaz": 0.001,
      "mesh": 0.76,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.7687
        },
        {
          "name": "alignment",
          "value": -0.0812
        },
        {
          "name": "tau",
          "value": 0.5573
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0472
      },
      "coherence_score": 0.5572518706321716,
      "coherence_diagnostics": {
        "tau": 0.5572518706321716,
        "grad_tau": 0.061467163264751434,
        "torsion": 0.0,
        "alignment": -0.0811690241098404,
        "S_field": 0.08105975389480591,
        "Gamma_field": 0.15788574516773224,
        "S_over_Gamma": 0.5134077072143555,
        "Da": 9.654433250427246,
        "E_coh": 0.3222290575504303,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -115.38,
              30.89
            ],
            [
              -115.33,
              30.89
            ],
            [
              -115.32,
              30.88
            ],
            [
              -115.32,
              30.8
            ],
            [
              -115.34,
              30.8
            ],
            [
              -115.36,
              30.82
            ],
            [
              -115.39,
              30.83
            ],
            [
              -115.39,
              30.88
            ],
            [
              -115.38,
              30.89
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "040fd994144f10d3c090e099c45cc3d484ac7c5c756fd5c8732cc46ce6620980",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0472,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "663c536458ca9c2b7e8275a01d23b2af42823f3e15ddea440dac5758e7de8a93",
        "signature": {
          "alg": "ed25519",
          "sig": "79245119823160360c8dfe134981abd36e448bc40b6e92a2364917d8d4d3bbb4c09fd55c233d1fd6c00684ca79c22f0b910f02ca44fe879aac0c7a7002a53100"
        }
      },
      "receipt_sha256": "663c536458ca9c2b7e8275a01d23b2af42823f3e15ddea440dac5758e7de8a93"
    },
    {
      "storm_id": "381544",
      "lat": 33.3265,
      "lon": -92.0476,
      "motion_east": -3.0,
      "motion_south": -2.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2540.0,
      "ebshear": 12.0,
      "srh01": 1.0,
      "maxllaz": 0.001,
      "mesh": 0.53,
      "flash_rate": 10.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.1437
        },
        {
          "name": "alignment",
          "value": 0.6562
        },
        {
          "name": "tau",
          "value": 2.2978
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0471
      },
      "coherence_score": 2.297771453857422,
      "coherence_diagnostics": {
        "tau": 2.297771453857422,
        "grad_tau": 0.2219933271408081,
        "torsion": 0.0,
        "alignment": 0.6562156677246094,
        "S_field": 0.9577499032020569,
        "Gamma_field": 0.37621909379959106,
        "S_over_Gamma": 2.5457239151000977,
        "Da": 24.31328582763672,
        "E_coh": 0.9873722195625305,
        "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": [
          [
            [
              -92.13,
              33.38
            ],
            [
              -92.09,
              33.38
            ],
            [
              -92.05,
              33.36
            ],
            [
              -91.99,
              33.36
            ],
            [
              -91.98,
              33.35
            ],
            [
              -91.96,
              33.35
            ],
            [
              -91.93,
              33.33
            ],
            [
              -91.93,
              33.29
            ],
            [
              -91.96,
              33.26
            ],
            [
              -92.0,
              33.26
            ],
            [
              -92.01,
              33.25
            ],
            [
              -92.09,
              33.26
            ],
            [
              -92.13,
              33.3
            ],
            [
              -92.13,
              33.33
            ],
            [
              -92.15,
              33.34
            ],
            [
              -92.15,
              33.37
            ],
            [
              -92.13,
              33.38
            ]
          ]
        ]
      },
      "raw_probability": 0.0471,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "0b2282f1f13653deea1fd26bcc29bf6169128f4cc87b31a6af9dd4655a40adb1",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0471,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f8b43bab56e4e07078ac56ab3057cd2ee72470094bd093edbf5e8ccb03361836",
        "signature": {
          "alg": "ed25519",
          "sig": "6cba40757c7ae7c64e05d8a4725d5b232acc6cc3a36369aaf58aec61453363f67dc5c92f86e1265b3883ff88b3e5dba8829ecc501683e962077c0824fe375a01"
        }
      },
      "receipt_sha256": "f8b43bab56e4e07078ac56ab3057cd2ee72470094bd093edbf5e8ccb03361836"
    },
    {
      "storm_id": "383747",
      "lat": 31.5215,
      "lon": -91.216,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2492.0,
      "ebshear": 10.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.08,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.5187
        },
        {
          "name": "alignment",
          "value": -0.2477
        },
        {
          "name": "tau",
          "value": 2.296
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0471
      },
      "coherence_score": 2.296039581298828,
      "coherence_diagnostics": {
        "tau": 2.296039581298828,
        "grad_tau": 0.2734356224536896,
        "torsion": 0.0,
        "alignment": -0.2476646602153778,
        "S_field": 0.710232138633728,
        "Gamma_field": 0.37621909379959106,
        "S_over_Gamma": 1.887815237045288,
        "Da": 23.44107437133789,
        "E_coh": 0.993667483329773,
        "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": [
          [
            [
              -91.26,
              31.57
            ],
            [
              -91.24,
              31.56
            ],
            [
              -91.23,
              31.57
            ],
            [
              -91.18,
              31.57
            ],
            [
              -91.17,
              31.56
            ],
            [
              -91.14,
              31.57
            ],
            [
              -91.13,
              31.56
            ],
            [
              -91.13,
              31.52
            ],
            [
              -91.14,
              31.51
            ],
            [
              -91.14,
              31.49
            ],
            [
              -91.18,
              31.47
            ],
            [
              -91.22,
              31.47
            ],
            [
              -91.23,
              31.48
            ],
            [
              -91.25,
              31.48
            ],
            [
              -91.27,
              31.46
            ],
            [
              -91.28,
              31.46
            ],
            [
              -91.3,
              31.5
            ],
            [
              -91.29,
              31.51
            ],
            [
              -91.28,
              31.55
            ],
            [
              -91.26,
              31.57
            ]
          ]
        ]
      },
      "raw_probability": 0.0471,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "0b2282f1f13653deea1fd26bcc29bf6169128f4cc87b31a6af9dd4655a40adb1",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0471,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f8b43bab56e4e07078ac56ab3057cd2ee72470094bd093edbf5e8ccb03361836",
        "signature": {
          "alg": "ed25519",
          "sig": "6cba40757c7ae7c64e05d8a4725d5b232acc6cc3a36369aaf58aec61453363f67dc5c92f86e1265b3883ff88b3e5dba8829ecc501683e962077c0824fe375a01"
        }
      },
      "receipt_sha256": "f8b43bab56e4e07078ac56ab3057cd2ee72470094bd093edbf5e8ccb03361836"
    },
    {
      "storm_id": "383909",
      "lat": 36.4769,
      "lon": -79.9138,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2280.0,
      "ebshear": 18.0,
      "srh01": 20.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.8937
        },
        {
          "name": "alignment",
          "value": -1.9444
        },
        {
          "name": "tau",
          "value": 4.3865
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0469
      },
      "coherence_score": 4.386511325836182,
      "coherence_diagnostics": {
        "tau": 4.386511325836182,
        "grad_tau": 0.3889745771884918,
        "torsion": 0.0,
        "alignment": -1.9444409608840942,
        "S_field": 1.0827183723449707,
        "Gamma_field": 0.27205243706703186,
        "S_over_Gamma": 3.9798150062561035,
        "Da": 17.65641975402832,
        "E_coh": 0.9793552756309509,
        "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": [
          [
            [
              -79.96,
              36.52
            ],
            [
              -79.91,
              36.52
            ],
            [
              -79.9,
              36.51
            ],
            [
              -79.88,
              36.51
            ],
            [
              -79.85,
              36.48
            ],
            [
              -79.85,
              36.44
            ],
            [
              -79.86,
              36.42
            ],
            [
              -79.9,
              36.41
            ],
            [
              -79.94,
              36.44
            ],
            [
              -79.95,
              36.44
            ],
            [
              -79.95,
              36.48
            ],
            [
              -79.97,
              36.51
            ],
            [
              -79.96,
              36.52
            ]
          ]
        ]
      },
      "raw_probability": 0.0469,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "e0bbfb32ef30524422e5be7bbe4ad8f9da1ef0da9fa21ac26491b4eadcb1c2b7",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0469,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9e2601cb9f8d508700a3ad06c8edd520dc8193d18b377cb2ed77b4c83e2eaac3",
        "signature": {
          "alg": "ed25519",
          "sig": "8e6d885fbff4697928198602772065e3847ddabb72a01186b159119857a0e3cef18ee623ff406355d3fcc19b55ff7cea29e1fe9d0457e222f6bbe1df8526c00f"
        }
      },
      "receipt_sha256": "9e2601cb9f8d508700a3ad06c8edd520dc8193d18b377cb2ed77b4c83e2eaac3"
    },
    {
      "storm_id": "384042",
      "lat": 30.5086,
      "lon": -82.5473,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3585.0,
      "ebshear": 14.0,
      "srh01": 8.0,
      "maxllaz": 0.004,
      "mesh": 0.46,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.6437
        },
        {
          "name": "alignment",
          "value": 0.5488
        },
        {
          "name": "tau",
          "value": 4.2127
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0467
      },
      "coherence_score": 4.2126688957214355,
      "coherence_diagnostics": {
        "tau": 4.2126688957214355,
        "grad_tau": 0.17639844119548798,
        "torsion": 0.0,
        "alignment": 0.5487735867500305,
        "S_field": 0.9992277026176453,
        "Gamma_field": 0.2403857409954071,
        "S_over_Gamma": 4.156767845153809,
        "Da": 14.992216110229492,
        "E_coh": 0.9750121831893921,
        "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": [
          [
            [
              -82.6,
              30.57
            ],
            [
              -82.58,
              30.55
            ],
            [
              -82.57,
              30.56
            ],
            [
              -82.55,
              30.56
            ],
            [
              -82.54,
              30.55
            ],
            [
              -82.5,
              30.55
            ],
            [
              -82.47,
              30.51
            ],
            [
              -82.45,
              30.51
            ],
            [
              -82.45,
              30.46
            ],
            [
              -82.46,
              30.46
            ],
            [
              -82.47,
              30.44
            ],
            [
              -82.5,
              30.44
            ],
            [
              -82.53,
              30.47
            ],
            [
              -82.55,
              30.47
            ],
            [
              -82.56,
              30.48
            ],
            [
              -82.57,
              30.47
            ],
            [
              -82.61,
              30.47
            ],
            [
              -82.61,
              30.49
            ],
            [
              -82.63,
              30.51
            ],
            [
              -82.63,
              30.55
            ],
            [
              -82.61,
              30.55
            ],
            [
              -82.6,
              30.57
            ]
          ]
        ]
      },
      "raw_probability": 0.0467,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "bc0656e0dcfb174532b206d0d8aa1ab199daf958ee01b884f48e959d10d86fa7",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0467,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "928558074060f38438c23193fe3b7c252f66af0aa275574813786ed0cfd45c78",
        "signature": {
          "alg": "ed25519",
          "sig": "67d5c4f2465bc414b142614a7fabc8c46f23f82103f6a5cce7a697b32de5bb181c10dad7b2b235ac3b456f1b8d11bcccdda82fed5770b442cd12a7ce20cc8e00"
        }
      },
      "receipt_sha256": "928558074060f38438c23193fe3b7c252f66af0aa275574813786ed0cfd45c78"
    },
    {
      "storm_id": "384063",
      "lat": 35.179,
      "lon": -116.603,
      "motion_east": 1.6,
      "motion_south": -1.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 849.0,
      "ebshear": 7.0,
      "srh01": 8.0,
      "maxllaz": 0.001,
      "mesh": 0.31,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.5187
        },
        {
          "name": "alignment",
          "value": -3.776
        },
        {
          "name": "tau",
          "value": 0.4917
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0466
      },
      "coherence_score": 0.4917052984237671,
      "coherence_diagnostics": {
        "tau": 0.4917052984237671,
        "grad_tau": 0.09159480780363083,
        "torsion": 0.0,
        "alignment": -3.77604079246521,
        "S_field": 0.11781089007854462,
        "Gamma_field": 0.17871907353401184,
        "S_over_Gamma": 0.6591959595680237,
        "Da": 10.839325904846191,
        "E_coh": 0.5613723993301392,
        "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": [
          [
            [
              -116.62,
              35.22
            ],
            [
              -116.58,
              35.22
            ],
            [
              -116.56,
              35.19
            ],
            [
              -116.57,
              35.18
            ],
            [
              -116.57,
              35.14
            ],
            [
              -116.58,
              35.13
            ],
            [
              -116.63,
              35.14
            ],
            [
              -116.65,
              35.16
            ],
            [
              -116.65,
              35.19
            ],
            [
              -116.62,
              35.22
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "1b9e55e8f78961179239230f946bc4a899a76861a3cc021b640f7352a71d6ad2",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0466,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "40ea7eaec5c5febf36bf90f3441971a3ca42d14bded74d557d1e8c8cdf398376",
        "signature": {
          "alg": "ed25519",
          "sig": "3232ef40e481a02c21d073cd6a4712c3eb702ae86c0b55bad66fd94a43a93d4583f8e5105381d874c1f11b98e582bfb16edd899bf27a8d8c0f0fbf677774e20c"
        }
      },
      "receipt_sha256": "40ea7eaec5c5febf36bf90f3441971a3ca42d14bded74d557d1e8c8cdf398376"
    },
    {
      "storm_id": "383578",
      "lat": 27.6625,
      "lon": -81.8675,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3322.0,
      "ebshear": 13.0,
      "srh01": 20.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.2687
        },
        {
          "name": "alignment",
          "value": 3.9608
        },
        {
          "name": "tau",
          "value": 3.9995
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0465
      },
      "coherence_score": 3.9995269775390625,
      "coherence_diagnostics": {
        "tau": 3.9995269775390625,
        "grad_tau": 0.6556922197341919,
        "torsion": 0.0,
        "alignment": 3.960798978805542,
        "S_field": 1.0120371580123901,
        "Gamma_field": 0.23705241084098816,
        "S_over_Gamma": 4.269254684448242,
        "Da": 14.753344535827637,
        "E_coh": 0.8805792331695557,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.91,
              27.71
            ],
            [
              -81.9,
              27.71
            ],
            [
              -81.89,
              27.71
            ],
            [
              -81.89,
              27.7
            ],
            [
              -81.89,
              27.69
            ],
            [
              -81.89,
              27.68
            ],
            [
              -81.88,
              27.67
            ],
            [
              -81.87,
              27.67
            ],
            [
              -81.86,
              27.68
            ],
            [
              -81.85,
              27.69
            ],
            [
              -81.84,
              27.69
            ],
            [
              -81.83,
              27.69
            ],
            [
              -81.83,
              27.68
            ],
            [
              -81.83,
              27.67
            ],
            [
              -81.82,
              27.66
            ],
            [
              -81.81,
              27.65
            ],
            [
              -81.81,
              27.64
            ],
            [
              -81.82,
              27.63
            ],
            [
              -81.82,
              27.62
            ],
            [
              -81.83,
              27.61
            ],
            [
              -81.84,
              27.61
            ],
            [
              -81.85,
              27.6
            ],
            [
              -81.86,
              27.6
            ],
            [
              -81.87,
              27.61
            ],
            [
              -81.87,
              27.62
            ],
            [
              -81.88,
              27.63
            ],
            [
              -81.89,
              27.63
            ],
            [
              -81.9,
              27.64
            ],
            [
              -81.9,
              27.65
            ],
            [
              -81.9,
              27.66
            ],
            [
              -81.9,
              27.67
            ],
            [
              -81.89,
              27.68
            ],
            [
              -81.89,
              27.69
            ],
            [
              -81.9,
              27.7
            ],
            [
              -81.91,
              27.7
            ],
            [
              -81.91,
              27.71
            ]
          ]
        ]
      },
      "raw_probability": 0.0465,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "774abdfb26456af19fcd98799a7561e0dca22cc62c773ec77a3f492397ba7ab4",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0465,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f713ce7a4a86ab7c8d1004691ad31c71fc96aa35a6d430528aa9796999368311",
        "signature": {
          "alg": "ed25519",
          "sig": "6645011256834f6c473e942f87c2e09afa68b07eb88f21b2c8bba62fc25bf2ae9f13e613d47ae169e6a4c8410f84acb6f6f013b89ab873e178ee998ae6acdb07"
        }
      },
      "receipt_sha256": "f713ce7a4a86ab7c8d1004691ad31c71fc96aa35a6d430528aa9796999368311"
    },
    {
      "storm_id": "383976",
      "lat": 31.692,
      "lon": -110.971,
      "motion_east": 0.0,
      "motion_south": 1.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1671.0,
      "ebshear": 28.0,
      "srh01": 7.0,
      "maxllaz": 0.002,
      "mesh": 1.32,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2687
        },
        {
          "name": "alignment",
          "value": 0.9293
        },
        {
          "name": "tau",
          "value": 1.0441
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0462
      },
      "coherence_score": 1.0441217422485352,
      "coherence_diagnostics": {
        "tau": 1.0441217422485352,
        "grad_tau": 0.36764177680015564,
        "torsion": 4.856051560864216e-09,
        "alignment": 0.9292622804641724,
        "S_field": 0.6365768909454346,
        "Gamma_field": 0.9912191033363342,
        "S_over_Gamma": 0.642216145992279,
        "Da": 55.78362274169922,
        "E_coh": 0.896838366985321,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.98,
              31.73
            ],
            [
              -110.97,
              31.72
            ],
            [
              -110.95,
              31.72
            ],
            [
              -110.93,
              31.7
            ],
            [
              -110.93,
              31.66
            ],
            [
              -110.94,
              31.64
            ],
            [
              -110.99,
              31.64
            ],
            [
              -111.02,
              31.67
            ],
            [
              -111.02,
              31.71
            ],
            [
              -110.98,
              31.73
            ]
          ]
        ]
      },
      "raw_probability": 0.0462,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "a10300b19e8f3102359f897b17f6e8a6076b4cd1dcc622dd8b0635cfccc498af",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0462,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a635b93f15461b9509ee9c532f49a9041d2752a7e163d6a2818ad15b47abf65e",
        "signature": {
          "alg": "ed25519",
          "sig": "0337661b41db06fd448632f570050ea505259e2a832cc03484eb6eef1a4170d91e9daed301454552fae39fa7023d0a0fbc7df67b612bf391fc28c1e631260305"
        }
      },
      "receipt_sha256": "a635b93f15461b9509ee9c532f49a9041d2752a7e163d6a2818ad15b47abf65e"
    },
    {
      "storm_id": "383549",
      "lat": 39.862,
      "lon": -105.107,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 383.0,
      "ebshear": 31.0,
      "srh01": 4.0,
      "maxllaz": 0.008,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.8937
        },
        {
          "name": "alignment",
          "value": -0.2848
        },
        {
          "name": "tau",
          "value": 0.3323
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0461
      },
      "coherence_score": 0.3323010206222534,
      "coherence_diagnostics": {
        "tau": 0.3323010206222534,
        "grad_tau": 0.03134341165423393,
        "torsion": 0.0,
        "alignment": -0.28476789593696594,
        "S_field": 0.2488914281129837,
        "Gamma_field": 0.6162191033363342,
        "S_over_Gamma": 0.4039008617401123,
        "Da": 38.9993896484375,
        "E_coh": 0.72334223985672,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.12,
              39.9
            ],
            [
              -105.08,
              39.9
            ],
            [
              -105.07,
              39.89
            ],
            [
              -105.07,
              39.84
            ],
            [
              -105.08,
              39.84
            ],
            [
              -105.1,
              39.82
            ],
            [
              -105.13,
              39.82
            ],
            [
              -105.15,
              39.84
            ],
            [
              -105.15,
              39.87
            ],
            [
              -105.12,
              39.9
            ]
          ]
        ]
      },
      "raw_probability": 0.0461,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "42b72d1faea5c0f9c72392591f7d4578e3a057c24fe8ae329fef777f086d2456",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0461,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "591d3b3c16dab25a72ffd47b3e3a9aa25ddf20baad1613ddea8bbb6f28658277",
        "signature": {
          "alg": "ed25519",
          "sig": "b2a08115d5b7a6b103ce2d605f94c8a39d96f753bc162ebf7b89125f287b50fd124b189858f32fc8e12ae26a46aaeb0bfd5611bd71e55b265057a2c63ef05300"
        }
      },
      "receipt_sha256": "591d3b3c16dab25a72ffd47b3e3a9aa25ddf20baad1613ddea8bbb6f28658277"
    },
    {
      "storm_id": "383729",
      "lat": 35.716,
      "lon": -110.838,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 531.0,
      "ebshear": 10.0,
      "srh01": 4.0,
      "maxllaz": 0.002,
      "mesh": 0.19,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.5187
        },
        {
          "name": "alignment",
          "value": -1.9759
        },
        {
          "name": "tau",
          "value": 0.6411
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0461
      },
      "coherence_score": 0.6411305665969849,
      "coherence_diagnostics": {
        "tau": 0.6411305665969849,
        "grad_tau": 0.19837890565395355,
        "torsion": 0.0,
        "alignment": -1.9759495258331299,
        "S_field": 0.17626506090164185,
        "Gamma_field": 0.5553857684135437,
        "S_over_Gamma": 0.3173741102218628,
        "Da": 32.80506896972656,
        "E_coh": 0.49251872301101685,
        "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": [
          [
            [
              -110.84,
              35.75
            ],
            [
              -110.82,
              35.75
            ],
            [
              -110.82,
              35.71
            ],
            [
              -110.8,
              35.69
            ],
            [
              -110.8,
              35.68
            ],
            [
              -110.88,
              35.68
            ],
            [
              -110.88,
              35.69
            ],
            [
              -110.85,
              35.72
            ],
            [
              -110.85,
              35.74
            ],
            [
              -110.84,
              35.75
            ]
          ]
        ]
      },
      "raw_probability": 0.0461,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "42b72d1faea5c0f9c72392591f7d4578e3a057c24fe8ae329fef777f086d2456",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0461,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "591d3b3c16dab25a72ffd47b3e3a9aa25ddf20baad1613ddea8bbb6f28658277",
        "signature": {
          "alg": "ed25519",
          "sig": "b2a08115d5b7a6b103ce2d605f94c8a39d96f753bc162ebf7b89125f287b50fd124b189858f32fc8e12ae26a46aaeb0bfd5611bd71e55b265057a2c63ef05300"
        }
      },
      "receipt_sha256": "591d3b3c16dab25a72ffd47b3e3a9aa25ddf20baad1613ddea8bbb6f28658277"
    },
    {
      "storm_id": "384061",
      "lat": 36.395,
      "lon": -105.3538,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 373.0,
      "ebshear": 20.0,
      "srh01": 28.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.7687
        },
        {
          "name": "alignment",
          "value": -1.1333
        },
        {
          "name": "tau",
          "value": 0.242
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.046
      },
      "coherence_score": 0.24201320111751556,
      "coherence_diagnostics": {
        "tau": 0.24201320111751556,
        "grad_tau": 0.058125149458646774,
        "torsion": 0.0,
        "alignment": -1.1333463191986084,
        "S_field": 0.1008392870426178,
        "Gamma_field": 0.5770524144172668,
        "S_over_Gamma": 0.17474892735481262,
        "Da": 34.98746109008789,
        "E_coh": 0.8390423059463501,
        "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": [
          [
            [
              -105.37,
              36.42
            ],
            [
              -105.33,
              36.42
            ],
            [
              -105.31,
              36.4
            ],
            [
              -105.32,
              36.36
            ],
            [
              -105.37,
              36.36
            ],
            [
              -105.38,
              36.37
            ],
            [
              -105.38,
              36.41
            ],
            [
              -105.37,
              36.42
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "84e6d00bfc41eedf4a1b8e3d5963c875b4c622c98b218ed79044fd73360bced2",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.046,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "98effc28a4d848325a8d8052cb767ef3a313057013f7371c271304304951df44",
        "signature": {
          "alg": "ed25519",
          "sig": "87d1fa8f3a64d8f68e3ec78d6b8f78c7921ca7ee44e447f91274704d5fe04c53064d8f035293b177d107e77385e2c015e994da315cd1c0ecbbcb2f160e2ddb02"
        }
      },
      "receipt_sha256": "98effc28a4d848325a8d8052cb767ef3a313057013f7371c271304304951df44"
    },
    {
      "storm_id": "384064",
      "lat": 34.884,
      "lon": -109.029,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 413.0,
      "ebshear": 16.0,
      "srh01": 12.0,
      "maxllaz": 0.001,
      "mesh": 0.32,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.2687
        },
        {
          "name": "alignment",
          "value": 4.6685
        },
        {
          "name": "tau",
          "value": 0.8057
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0456
      },
      "coherence_score": 0.8057258725166321,
      "coherence_diagnostics": {
        "tau": 0.8057258725166321,
        "grad_tau": 0.23217223584651947,
        "torsion": 0.0,
        "alignment": 4.668450832366943,
        "S_field": 0.4479648470878601,
        "Gamma_field": 0.6512191295623779,
        "S_over_Gamma": 0.6878864765167236,
        "Da": 38.8140983581543,
        "E_coh": 0.9444403052330017,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.04,
              34.92
            ],
            [
              -109.01,
              34.92
            ],
            [
              -108.99,
              34.91
            ],
            [
              -108.98,
              34.89
            ],
            [
              -108.98,
              34.86
            ],
            [
              -109.0,
              34.84
            ],
            [
              -109.08,
              34.84
            ],
            [
              -109.09,
              34.85
            ],
            [
              -109.08,
              34.89
            ],
            [
              -109.04,
              34.92
            ]
          ]
        ]
      },
      "raw_probability": 0.0456,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "6edc2f115bfc3aa6539970a9d36ef48be227b61b47d75630af1b189d1d586ba9",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0456,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b11b2a1d99d55db5fa59e9938122675354d91759ed048f7ab9511184dbe496b7",
        "signature": {
          "alg": "ed25519",
          "sig": "e14d871cbadfe5e1207bdc6cffeda3304f8130b207728ef31228e3405db8b8baae26dd4612dbc1ce174434980362eff1b62f634ae40890f95476ea66aa22a604"
        }
      },
      "receipt_sha256": "b11b2a1d99d55db5fa59e9938122675354d91759ed048f7ab9511184dbe496b7"
    },
    {
      "storm_id": "384033",
      "lat": 32.171,
      "lon": -90.92,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2711.0,
      "ebshear": 12.0,
      "srh01": 7.0,
      "maxllaz": 0.002,
      "mesh": 0.37,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.1437
        },
        {
          "name": "alignment",
          "value": -0.6978
        },
        {
          "name": "tau",
          "value": 2.5444
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0452
      },
      "coherence_score": 2.5443739891052246,
      "coherence_diagnostics": {
        "tau": 2.5443739891052246,
        "grad_tau": 0.2974351942539215,
        "torsion": 0.0,
        "alignment": -0.6978246569633484,
        "S_field": 0.7703971862792969,
        "Gamma_field": 0.34788578748703003,
        "S_over_Gamma": 2.2145118713378906,
        "Da": 22.50181007385254,
        "E_coh": 0.996233344078064,
        "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": [
          [
            [
              -90.93,
              32.2
            ],
            [
              -90.91,
              32.2
            ],
            [
              -90.9,
              32.19
            ],
            [
              -90.9,
              32.17
            ],
            [
              -90.88,
              32.15
            ],
            [
              -90.89,
              32.13
            ],
            [
              -90.97,
              32.13
            ],
            [
              -90.95,
              32.15
            ],
            [
              -90.94,
              32.19
            ],
            [
              -90.93,
              32.2
            ]
          ]
        ]
      },
      "raw_probability": 0.0452,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "7bb430b8414b97eebaa3a4d52da5fe93a6a5efe5097c27f7901c691c6abff615",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0452,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "668ab919a8e4c8e0bec389d516f2d7e48bfc2fe65f933bf2629b93c1847944e9",
        "signature": {
          "alg": "ed25519",
          "sig": "d73339d8eda05e07c9b9f97f7f86cc68dca1cfcd6a8213f04391c6a36b0b841cf0fba18617582fab83f7869f0447cbe20d976be5da6c5c4d4d7db8304c7aad0e"
        }
      },
      "receipt_sha256": "668ab919a8e4c8e0bec389d516f2d7e48bfc2fe65f933bf2629b93c1847944e9"
    },
    {
      "storm_id": "382652",
      "lat": 33.0044,
      "lon": -88.3778,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3142.0,
      "ebshear": 20.0,
      "srh01": 14.0,
      "maxllaz": 0.003,
      "mesh": 0.29,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.3937
        },
        {
          "name": "alignment",
          "value": -0.7821
        },
        {
          "name": "tau",
          "value": 2.7858
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.045
      },
      "coherence_score": 2.7858333587646484,
      "coherence_diagnostics": {
        "tau": 2.7858333587646484,
        "grad_tau": 0.4833507537841797,
        "torsion": 0.0,
        "alignment": -0.7820819616317749,
        "S_field": 0.77104651927948,
        "Gamma_field": 0.3695524334907532,
        "S_over_Gamma": 2.0864334106445312,
        "Da": 23.700660705566406,
        "E_coh": 0.987704336643219,
        "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": [
          [
            [
              -88.39,
              33.04
            ],
            [
              -88.36,
              33.04
            ],
            [
              -88.33,
              33.02
            ],
            [
              -88.33,
              32.99
            ],
            [
              -88.36,
              32.96
            ],
            [
              -88.4,
              32.96
            ],
            [
              -88.42,
              32.98
            ],
            [
              -88.42,
              33.01
            ],
            [
              -88.39,
              33.04
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "dea4063de55867f65de119a43f931a085316d951d902ffad53bd6507ecd5530f",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.045,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9f2612cc649169b51dc6ec1322f1b97db3d85581b682a662f61ac919f5d829b3",
        "signature": {
          "alg": "ed25519",
          "sig": "f55470f5454e4fa0b76b09aedb5f603378277a228ba4cbafef587776abae78cf6989d0b101bf418de263a0222668b0c9bb66219b45582d34daf49489622e7406"
        }
      },
      "receipt_sha256": "9f2612cc649169b51dc6ec1322f1b97db3d85581b682a662f61ac919f5d829b3"
    },
    {
      "storm_id": "383941",
      "lat": 33.1525,
      "lon": -83.8108,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2273.0,
      "ebshear": 18.0,
      "srh01": 25.0,
      "maxllaz": 0.001,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.2687
        },
        {
          "name": "alignment",
          "value": 0.9951
        },
        {
          "name": "tau",
          "value": 3.9053
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0449
      },
      "coherence_score": 3.905346393585205,
      "coherence_diagnostics": {
        "tau": 3.905346393585205,
        "grad_tau": 0.1439070701599121,
        "torsion": 0.0,
        "alignment": 0.9951471090316772,
        "S_field": 0.9513337016105652,
        "Gamma_field": 0.4087190628051758,
        "S_over_Gamma": 2.3275980949401855,
        "Da": 25.276540756225586,
        "E_coh": 0.9766222238540649,
        "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": [
          [
            [
              -83.85,
              33.18
            ],
            [
              -83.8,
              33.18
            ],
            [
              -83.79,
              33.17
            ],
            [
              -83.77,
              33.17
            ],
            [
              -83.77,
              33.15
            ],
            [
              -83.79,
              33.14
            ],
            [
              -83.79,
              33.1
            ],
            [
              -83.81,
              33.1
            ],
            [
              -83.82,
              33.14
            ],
            [
              -83.84,
              33.16
            ],
            [
              -83.85,
              33.16
            ],
            [
              -83.85,
              33.18
            ]
          ]
        ]
      },
      "raw_probability": 0.0449,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "a7f2d5a60f43dcf61406d6313eed363758cc943a5288d34e8c24bb680fad20c6",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0449,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bdeb6e9c421fc71c3f4521a88e4abcf0b42d0ac604e79403fda155905372b1a1",
        "signature": {
          "alg": "ed25519",
          "sig": "eb1a9ef2de89dd68001ec3b7e69e7578d24aa93b47111d9bcb9ac9136bfae0db55a825401f1f74805aa405379d19f5f00eb739d2d9f3ebeb01ad551b931ed90f"
        }
      },
      "receipt_sha256": "bdeb6e9c421fc71c3f4521a88e4abcf0b42d0ac604e79403fda155905372b1a1"
    },
    {
      "storm_id": "384105",
      "lat": 34.3987,
      "lon": -83.5763,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2816.0,
      "ebshear": 19.0,
      "srh01": 15.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.0187
        },
        {
          "name": "alignment",
          "value": 1.0042
        },
        {
          "name": "tau",
          "value": 4.5964
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0448
      },
      "coherence_score": 4.596372604370117,
      "coherence_diagnostics": {
        "tau": 4.596372604370117,
        "grad_tau": 0.2888272702693939,
        "torsion": 0.0,
        "alignment": 1.0041978359222412,
        "S_field": 1.597711205482483,
        "Gamma_field": 0.2403857409954071,
        "S_over_Gamma": 6.646447658538818,
        "Da": 14.89549446105957,
        "E_coh": 0.9752698540687561,
        "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": [
          [
            [
              -83.59,
              34.43
            ],
            [
              -83.56,
              34.43
            ],
            [
              -83.55,
              34.42
            ],
            [
              -83.55,
              34.36
            ],
            [
              -83.58,
              34.36
            ],
            [
              -83.6,
              34.37
            ],
            [
              -83.59,
              34.39
            ],
            [
              -83.59,
              34.43
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "92503d7f4251ba64d667b781950ccb1e70a3230020576b711c425f33f6cad8fb",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0448,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dcf3758f0c62024fa49ebdd6c83f6c119f1f60ab85a6c12a74f47652d13af1fe",
        "signature": {
          "alg": "ed25519",
          "sig": "066f4faf46fc92fc29958e711463f99fd4c4d99cd1484695d8db7b1b5a5863b62bcb82b65b00a974bc803b29e69d27343a829b839cafd85262db3fb50f805b09"
        }
      },
      "receipt_sha256": "dcf3758f0c62024fa49ebdd6c83f6c119f1f60ab85a6c12a74f47652d13af1fe"
    },
    {
      "storm_id": "383435",
      "lat": 33.446,
      "lon": -90.806,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3543.0,
      "ebshear": 13.0,
      "srh01": 1.0,
      "maxllaz": 0.001,
      "mesh": 0.17,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2687
        },
        {
          "name": "alignment",
          "value": 0.5923
        },
        {
          "name": "tau",
          "value": 2.3559
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0439
      },
      "coherence_score": 2.355861186981201,
      "coherence_diagnostics": {
        "tau": 2.355861186981201,
        "grad_tau": 0.06491231173276901,
        "torsion": 0.0,
        "alignment": 0.5922537446022034,
        "S_field": 0.6749408841133118,
        "Gamma_field": 0.3770524263381958,
        "S_over_Gamma": 1.790045142173767,
        "Da": 24.49957275390625,
        "E_coh": 0.9919856786727905,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.77,
              33.5
            ],
            [
              -90.75,
              33.49
            ],
            [
              -90.74,
              33.45
            ],
            [
              -90.8,
              33.39
            ],
            [
              -90.86,
              33.39
            ],
            [
              -90.86,
              33.4
            ],
            [
              -90.84,
              33.42
            ],
            [
              -90.84,
              33.45
            ],
            [
              -90.83,
              33.47
            ],
            [
              -90.77,
              33.5
            ]
          ]
        ]
      },
      "raw_probability": 0.0439,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "e4be01ab1679296354cf55ef09bc41654984098bfe85889d58bdf77cac6cae64",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0439,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8c71aee27b4a7726fe0c4ef00fb9add0e80f6b3a38effe505cf87b2b160a20ec",
        "signature": {
          "alg": "ed25519",
          "sig": "e7ae4b37baf2ed182b4a0046cb5e202b98e632dd99ec023cc1b06b4a144bd2fd45bc6d3c3038674c9675dc61a6800364b75e173d98f76acf6c380b83f4811c0e"
        }
      },
      "receipt_sha256": "8c71aee27b4a7726fe0c4ef00fb9add0e80f6b3a38effe505cf87b2b160a20ec"
    },
    {
      "storm_id": "383703",
      "lat": 33.453,
      "lon": -90.635,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3360.0,
      "ebshear": 12.0,
      "srh01": 1.0,
      "maxllaz": 0.001,
      "mesh": 0.26,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2687
        },
        {
          "name": "alignment",
          "value": 0.5923
        },
        {
          "name": "tau",
          "value": 2.3559
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0439
      },
      "coherence_score": 2.355861186981201,
      "coherence_diagnostics": {
        "tau": 2.355861186981201,
        "grad_tau": 0.06491231173276901,
        "torsion": 0.0,
        "alignment": 0.5922537446022034,
        "S_field": 0.6749408841133118,
        "Gamma_field": 0.3770524263381958,
        "S_over_Gamma": 1.790045142173767,
        "Da": 24.49957275390625,
        "E_coh": 0.9919856786727905,
        "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": [
          [
            [
              -90.64,
              33.49
            ],
            [
              -90.62,
              33.49
            ],
            [
              -90.6,
              33.47
            ],
            [
              -90.6,
              33.42
            ],
            [
              -90.61,
              33.41
            ],
            [
              -90.65,
              33.4
            ],
            [
              -90.67,
              33.44
            ],
            [
              -90.66,
              33.45
            ],
            [
              -90.66,
              33.47
            ],
            [
              -90.64,
              33.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0439,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "e4be01ab1679296354cf55ef09bc41654984098bfe85889d58bdf77cac6cae64",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0439,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8c71aee27b4a7726fe0c4ef00fb9add0e80f6b3a38effe505cf87b2b160a20ec",
        "signature": {
          "alg": "ed25519",
          "sig": "e7ae4b37baf2ed182b4a0046cb5e202b98e632dd99ec023cc1b06b4a144bd2fd45bc6d3c3038674c9675dc61a6800364b75e173d98f76acf6c380b83f4811c0e"
        }
      },
      "receipt_sha256": "8c71aee27b4a7726fe0c4ef00fb9add0e80f6b3a38effe505cf87b2b160a20ec"
    },
    {
      "storm_id": "383808",
      "lat": 34.66,
      "lon": -97.5093,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2040.0,
      "ebshear": 15.0,
      "srh01": 0.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.1437
        },
        {
          "name": "alignment",
          "value": 0.989
        },
        {
          "name": "tau",
          "value": 0.6569
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0439
      },
      "coherence_score": 0.6568593978881836,
      "coherence_diagnostics": {
        "tau": 0.6568593978881836,
        "grad_tau": 0.24874386191368103,
        "torsion": 0.0,
        "alignment": 0.9889907240867615,
        "S_field": 0.3330058753490448,
        "Gamma_field": 0.73871910572052,
        "S_over_Gamma": 0.4507882297039032,
        "Da": 43.039573669433594,
        "E_coh": 0.8414739966392517,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.55,
              34.71
            ],
            [
              -97.54,
              34.7
            ],
            [
              -97.5,
              34.7
            ],
            [
              -97.49,
              34.71
            ],
            [
              -97.47,
              34.71
            ],
            [
              -97.46,
              34.7
            ],
            [
              -97.46,
              34.64
            ],
            [
              -97.48,
              34.61
            ],
            [
              -97.5,
              34.61
            ],
            [
              -97.51,
              34.6
            ],
            [
              -97.53,
              34.6
            ],
            [
              -97.54,
              34.61
            ],
            [
              -97.55,
              34.63
            ],
            [
              -97.55,
              34.71
            ]
          ]
        ]
      },
      "raw_probability": 0.0439,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "e4be01ab1679296354cf55ef09bc41654984098bfe85889d58bdf77cac6cae64",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0439,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8c71aee27b4a7726fe0c4ef00fb9add0e80f6b3a38effe505cf87b2b160a20ec",
        "signature": {
          "alg": "ed25519",
          "sig": "e7ae4b37baf2ed182b4a0046cb5e202b98e632dd99ec023cc1b06b4a144bd2fd45bc6d3c3038674c9675dc61a6800364b75e173d98f76acf6c380b83f4811c0e"
        }
      },
      "receipt_sha256": "8c71aee27b4a7726fe0c4ef00fb9add0e80f6b3a38effe505cf87b2b160a20ec"
    },
    {
      "storm_id": "383918",
      "lat": 33.5131,
      "lon": -90.3162,
      "motion_east": 3.6,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2923.0,
      "ebshear": 13.0,
      "srh01": 5.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2687
        },
        {
          "name": "alignment",
          "value": 0.5923
        },
        {
          "name": "tau",
          "value": 2.3559
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0439
      },
      "coherence_score": 2.355861186981201,
      "coherence_diagnostics": {
        "tau": 2.355861186981201,
        "grad_tau": 0.06491231173276901,
        "torsion": 0.0,
        "alignment": 0.5922537446022034,
        "S_field": 0.6749408841133118,
        "Gamma_field": 0.3770524263381958,
        "S_over_Gamma": 1.790045142173767,
        "Da": 24.49957275390625,
        "E_coh": 0.9919856786727905,
        "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": [
          [
            [
              -90.32,
              33.58
            ],
            [
              -90.28,
              33.54
            ],
            [
              -90.26,
              33.53
            ],
            [
              -90.26,
              33.48
            ],
            [
              -90.3,
              33.45
            ],
            [
              -90.33,
              33.44
            ],
            [
              -90.34,
              33.45
            ],
            [
              -90.34,
              33.49
            ],
            [
              -90.35,
              33.5
            ],
            [
              -90.35,
              33.52
            ],
            [
              -90.33,
              33.54
            ],
            [
              -90.33,
              33.57
            ],
            [
              -90.32,
              33.58
            ]
          ]
        ]
      },
      "raw_probability": 0.0439,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "e4be01ab1679296354cf55ef09bc41654984098bfe85889d58bdf77cac6cae64",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0439,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8c71aee27b4a7726fe0c4ef00fb9add0e80f6b3a38effe505cf87b2b160a20ec",
        "signature": {
          "alg": "ed25519",
          "sig": "e7ae4b37baf2ed182b4a0046cb5e202b98e632dd99ec023cc1b06b4a144bd2fd45bc6d3c3038674c9675dc61a6800364b75e173d98f76acf6c380b83f4811c0e"
        }
      },
      "receipt_sha256": "8c71aee27b4a7726fe0c4ef00fb9add0e80f6b3a38effe505cf87b2b160a20ec"
    },
    {
      "storm_id": "384024",
      "lat": 35.8612,
      "lon": -111.01,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 508.0,
      "ebshear": 10.0,
      "srh01": 6.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.7687
        },
        {
          "name": "alignment",
          "value": 0.3156
        },
        {
          "name": "tau",
          "value": 0.5407
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0439
      },
      "coherence_score": 0.5406540036201477,
      "coherence_diagnostics": {
        "tau": 0.5406540036201477,
        "grad_tau": 0.06216474249958992,
        "torsion": 0.0,
        "alignment": 0.31556376814842224,
        "S_field": 0.26215100288391113,
        "Gamma_field": 0.6562190651893616,
        "S_over_Gamma": 0.3994870185852051,
        "Da": 37.491111755371094,
        "E_coh": 0.839612603187561,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.01,
              35.89
            ],
            [
              -110.98,
              35.89
            ],
            [
              -110.98,
              35.82
            ],
            [
              -111.02,
              35.82
            ],
            [
              -111.04,
              35.84
            ],
            [
              -111.02,
              35.86
            ],
            [
              -111.02,
              35.88
            ],
            [
              -111.01,
              35.89
            ]
          ]
        ]
      },
      "raw_probability": 0.0439,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "e4be01ab1679296354cf55ef09bc41654984098bfe85889d58bdf77cac6cae64",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0439,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8c71aee27b4a7726fe0c4ef00fb9add0e80f6b3a38effe505cf87b2b160a20ec",
        "signature": {
          "alg": "ed25519",
          "sig": "e7ae4b37baf2ed182b4a0046cb5e202b98e632dd99ec023cc1b06b4a144bd2fd45bc6d3c3038674c9675dc61a6800364b75e173d98f76acf6c380b83f4811c0e"
        }
      },
      "receipt_sha256": "8c71aee27b4a7726fe0c4ef00fb9add0e80f6b3a38effe505cf87b2b160a20ec"
    },
    {
      "storm_id": "383700",
      "lat": 34.9336,
      "lon": -111.1564,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 485.0,
      "ebshear": 27.0,
      "srh01": 22.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.6437
        },
        {
          "name": "alignment",
          "value": -0.7037
        },
        {
          "name": "tau",
          "value": 0.9829
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0437
      },
      "coherence_score": 0.982904851436615,
      "coherence_diagnostics": {
        "tau": 0.982904851436615,
        "grad_tau": 0.296475350856781,
        "torsion": 0.0,
        "alignment": -0.7037057280540466,
        "S_field": 0.6924458742141724,
        "Gamma_field": 0.72371906042099,
        "S_over_Gamma": 0.9567882418632507,
        "Da": 43.529720306396484,
        "E_coh": 0.9836263060569763,
        "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": [
          [
            [
              -111.17,
              34.98
            ],
            [
              -111.14,
              34.98
            ],
            [
              -111.11,
              34.96
            ],
            [
              -111.11,
              34.92
            ],
            [
              -111.12,
              34.9
            ],
            [
              -111.14,
              34.89
            ],
            [
              -111.17,
              34.89
            ],
            [
              -111.19,
              34.9
            ],
            [
              -111.2,
              34.92
            ],
            [
              -111.2,
              34.95
            ],
            [
              -111.17,
              34.98
            ]
          ]
        ]
      },
      "raw_probability": 0.0437,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "3c1b1d37314feb2b3fc293d04ce295c5aa197b4c10d09c5fea7bfa48321892b3",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0437,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2556c6f0990685b8b36afe33ca4996c0f97f7fff55b77e291d510306c4d58d5e",
        "signature": {
          "alg": "ed25519",
          "sig": "983850b9e1b69bd16a949c167e244d7dd9614696da871e33bad5c5d02853b28804487d5fd608a6ee022704e7b802108398f7fbf7081f2416d7953eb62f73db08"
        }
      },
      "receipt_sha256": "2556c6f0990685b8b36afe33ca4996c0f97f7fff55b77e291d510306c4d58d5e"
    },
    {
      "storm_id": "382879",
      "lat": 26.6154,
      "lon": -81.3346,
      "motion_east": -1.0,
      "motion_south": -1.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4789.0,
      "ebshear": 9.0,
      "srh01": 7.0,
      "maxllaz": 0.002,
      "mesh": 0.7,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.6437
        },
        {
          "name": "alignment",
          "value": -0.3458
        },
        {
          "name": "tau",
          "value": 3.4606
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0436
      },
      "coherence_score": 3.4605836868286133,
      "coherence_diagnostics": {
        "tau": 3.4605836868286133,
        "grad_tau": 1.0477442741394043,
        "torsion": 0.0,
        "alignment": -0.34576329588890076,
        "S_field": 1.482607126235962,
        "Gamma_field": 0.20288574695587158,
        "S_over_Gamma": 7.307596206665039,
        "Da": 11.93398380279541,
        "E_coh": 0.966799795627594,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.45,
              26.71
            ],
            [
              -81.4,
              26.71
            ],
            [
              -81.38,
              26.7
            ],
            [
              -81.37,
              26.69
            ],
            [
              -81.37,
              26.65
            ],
            [
              -81.32,
              26.62
            ],
            [
              -81.26,
              26.62
            ],
            [
              -81.25,
              26.61
            ],
            [
              -81.24,
              26.62
            ],
            [
              -81.21,
              26.62
            ],
            [
              -81.2,
              26.61
            ],
            [
              -81.2,
              26.55
            ],
            [
              -81.21,
              26.54
            ],
            [
              -81.24,
              26.54
            ],
            [
              -81.26,
              26.55
            ],
            [
              -81.27,
              26.57
            ],
            [
              -81.28,
              26.57
            ],
            [
              -81.32,
              26.53
            ],
            [
              -81.38,
              26.53
            ],
            [
              -81.39,
              26.54
            ],
            [
              -81.39,
              26.57
            ],
            [
              -81.46,
              26.63
            ],
            [
              -81.46,
              26.65
            ],
            [
              -81.47,
              26.66
            ],
            [
              -81.47,
              26.7
            ],
            [
              -81.45,
              26.71
            ]
          ]
        ]
      },
      "raw_probability": 0.0436,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "a5386bca6a3dffaf4d89f23580ab3c868b482fe3b46824b164444883a7c4845b",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0436,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cc9029f3a1a445800b9977d8c003f2cd9fbdda78c853a8609b7e93bdf4aad037",
        "signature": {
          "alg": "ed25519",
          "sig": "4992381d14bb1f87c6495d088ef4aeb49b6fcbff7d298a74c0970a57149ebb2f28b8c04ef006afd1f5811708b81fe33861057c835b806f2b4c7cf93f669f8803"
        }
      },
      "receipt_sha256": "cc9029f3a1a445800b9977d8c003f2cd9fbdda78c853a8609b7e93bdf4aad037"
    },
    {
      "storm_id": "383276",
      "lat": 36.8933,
      "lon": -113.3608,
      "motion_east": -1.0,
      "motion_south": 1.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 775.0,
      "ebshear": 19.0,
      "srh01": 12.0,
      "maxllaz": 0.007,
      "mesh": 0.46,
      "flash_rate": 11.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.5187
        },
        {
          "name": "alignment",
          "value": 2.704
        },
        {
          "name": "tau",
          "value": 0.3716
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0436
      },
      "coherence_score": 0.37164732813835144,
      "coherence_diagnostics": {
        "tau": 0.37164732813835144,
        "grad_tau": 0.11157264560461044,
        "torsion": 0.0,
        "alignment": 2.7040228843688965,
        "S_field": 0.2900516390800476,
        "Gamma_field": 0.7895523905754089,
        "S_over_Gamma": 0.3673621118068695,
        "Da": 50.016639709472656,
        "E_coh": 0.8761377930641174,
        "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": [
          [
            [
              -113.28,
              36.97
            ],
            [
              -113.2,
              36.96
            ],
            [
              -113.19,
              36.94
            ],
            [
              -113.19,
              36.9
            ],
            [
              -113.23,
              36.86
            ],
            [
              -113.25,
              36.85
            ],
            [
              -113.3,
              36.84
            ],
            [
              -113.31,
              36.85
            ],
            [
              -113.37,
              36.85
            ],
            [
              -113.38,
              36.86
            ],
            [
              -113.4,
              36.86
            ],
            [
              -113.41,
              36.85
            ],
            [
              -113.44,
              36.85
            ],
            [
              -113.47,
              36.83
            ],
            [
              -113.5,
              36.83
            ],
            [
              -113.53,
              36.85
            ],
            [
              -113.53,
              36.9
            ],
            [
              -113.51,
              36.92
            ],
            [
              -113.45,
              36.92
            ],
            [
              -113.44,
              36.93
            ],
            [
              -113.36,
              36.94
            ],
            [
              -113.35,
              36.95
            ],
            [
              -113.29,
              36.96
            ],
            [
              -113.28,
              36.97
            ]
          ]
        ]
      },
      "raw_probability": 0.0436,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "a5386bca6a3dffaf4d89f23580ab3c868b482fe3b46824b164444883a7c4845b",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0436,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cc9029f3a1a445800b9977d8c003f2cd9fbdda78c853a8609b7e93bdf4aad037",
        "signature": {
          "alg": "ed25519",
          "sig": "4992381d14bb1f87c6495d088ef4aeb49b6fcbff7d298a74c0970a57149ebb2f28b8c04ef006afd1f5811708b81fe33861057c835b806f2b4c7cf93f669f8803"
        }
      },
      "receipt_sha256": "cc9029f3a1a445800b9977d8c003f2cd9fbdda78c853a8609b7e93bdf4aad037"
    },
    {
      "storm_id": "382689",
      "lat": 34.1611,
      "lon": -110.8711,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1009.0,
      "ebshear": 24.0,
      "srh01": 19.0,
      "maxllaz": 0.004,
      "mesh": 0.2,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.5187
        },
        {
          "name": "alignment",
          "value": -0.1076
        },
        {
          "name": "tau",
          "value": 1.1604
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0433
      },
      "coherence_score": 1.1604130268096924,
      "coherence_diagnostics": {
        "tau": 1.1604130268096924,
        "grad_tau": 0.18768565356731415,
        "torsion": 0.0,
        "alignment": -0.10758455097675323,
        "S_field": 1.0327306985855103,
        "Gamma_field": 0.7087190747261047,
        "S_over_Gamma": 1.4571791887283325,
        "Da": 42.50518798828125,
        "E_coh": 0.9933006763458252,
        "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": [
          [
            [
              -110.9,
              34.2
            ],
            [
              -110.84,
              34.2
            ],
            [
              -110.82,
              34.18
            ],
            [
              -110.82,
              34.13
            ],
            [
              -110.84,
              34.12
            ],
            [
              -110.89,
              34.12
            ],
            [
              -110.91,
              34.13
            ],
            [
              -110.92,
              34.17
            ],
            [
              -110.9,
              34.2
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "87a5d686947cbb74a3b648a34443912d431c95e2159dcfe8e28d9f3aaff662e6",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0433,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "af8f3b0fddfcb941c2769090583e42f4529a59ead51908b184d49e22303b808f",
        "signature": {
          "alg": "ed25519",
          "sig": "6a3594bb60c4c78eba7f6a6fbc5ebee2e3a8ae4a525ac0916281b64eaae3f398664f72853de7459bfd8037608b5aa64180c9e608ecef6251f03730200eb31201"
        }
      },
      "receipt_sha256": "af8f3b0fddfcb941c2769090583e42f4529a59ead51908b184d49e22303b808f"
    },
    {
      "storm_id": "382868",
      "lat": 33.5,
      "lon": -84.1109,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2855.0,
      "ebshear": 16.0,
      "srh01": 18.0,
      "maxllaz": 0.003,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.2687
        },
        {
          "name": "alignment",
          "value": 0.9951
        },
        {
          "name": "tau",
          "value": 3.9053
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0433
      },
      "coherence_score": 3.905346393585205,
      "coherence_diagnostics": {
        "tau": 3.905346393585205,
        "grad_tau": 0.1439070701599121,
        "torsion": 0.0,
        "alignment": 0.9951471090316772,
        "S_field": 0.9513337016105652,
        "Gamma_field": 0.4087190628051758,
        "S_over_Gamma": 2.3275980949401855,
        "Da": 25.276540756225586,
        "E_coh": 0.9766222238540649,
        "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": [
          [
            [
              -84.14,
              33.53
            ],
            [
              -84.07,
              33.53
            ],
            [
              -84.06,
              33.52
            ],
            [
              -84.04,
              33.52
            ],
            [
              -84.03,
              33.51
            ],
            [
              -84.03,
              33.45
            ],
            [
              -84.18,
              33.44
            ],
            [
              -84.18,
              33.48
            ],
            [
              -84.17,
              33.49
            ],
            [
              -84.18,
              33.5
            ],
            [
              -84.14,
              33.53
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "87a5d686947cbb74a3b648a34443912d431c95e2159dcfe8e28d9f3aaff662e6",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0433,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "af8f3b0fddfcb941c2769090583e42f4529a59ead51908b184d49e22303b808f",
        "signature": {
          "alg": "ed25519",
          "sig": "6a3594bb60c4c78eba7f6a6fbc5ebee2e3a8ae4a525ac0916281b64eaae3f398664f72853de7459bfd8037608b5aa64180c9e608ecef6251f03730200eb31201"
        }
      },
      "receipt_sha256": "af8f3b0fddfcb941c2769090583e42f4529a59ead51908b184d49e22303b808f"
    },
    {
      "storm_id": "383201",
      "lat": 31.8624,
      "lon": -92.4512,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1880.0,
      "ebshear": 11.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.22,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.6437
        },
        {
          "name": "alignment",
          "value": 0.0159
        },
        {
          "name": "tau",
          "value": 2.0656
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0433
      },
      "coherence_score": 2.065581798553467,
      "coherence_diagnostics": {
        "tau": 2.065581798553467,
        "grad_tau": 0.20078565180301666,
        "torsion": 0.0,
        "alignment": 0.015947485342621803,
        "S_field": 0.44368812441825867,
        "Gamma_field": 0.3745524287223816,
        "S_over_Gamma": 1.1845821142196655,
        "Da": 23.060714721679688,
        "E_coh": 0.9707516431808472,
        "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": [
          [
            [
              -92.49,
              31.93
            ],
            [
              -92.47,
              31.92
            ],
            [
              -92.45,
              31.93
            ],
            [
              -92.42,
              31.89
            ],
            [
              -92.38,
              31.88
            ],
            [
              -92.37,
              31.86
            ],
            [
              -92.37,
              31.79
            ],
            [
              -92.39,
              31.77
            ],
            [
              -92.42,
              31.77
            ],
            [
              -92.45,
              31.81
            ],
            [
              -92.45,
              31.82
            ],
            [
              -92.48,
              31.85
            ],
            [
              -92.49,
              31.85
            ],
            [
              -92.51,
              31.88
            ],
            [
              -92.53,
              31.87
            ],
            [
              -92.51,
              31.91
            ],
            [
              -92.49,
              31.93
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "87a5d686947cbb74a3b648a34443912d431c95e2159dcfe8e28d9f3aaff662e6",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0433,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "af8f3b0fddfcb941c2769090583e42f4529a59ead51908b184d49e22303b808f",
        "signature": {
          "alg": "ed25519",
          "sig": "6a3594bb60c4c78eba7f6a6fbc5ebee2e3a8ae4a525ac0916281b64eaae3f398664f72853de7459bfd8037608b5aa64180c9e608ecef6251f03730200eb31201"
        }
      },
      "receipt_sha256": "af8f3b0fddfcb941c2769090583e42f4529a59ead51908b184d49e22303b808f"
    },
    {
      "storm_id": "383966",
      "lat": 35.0785,
      "lon": -107.2046,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 507.0,
      "ebshear": 18.0,
      "srh01": 30.0,
      "maxllaz": 0.003,
      "mesh": 0.28,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.0187
        },
        {
          "name": "alignment",
          "value": -0.8614
        },
        {
          "name": "tau",
          "value": 0.5588
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.043
      },
      "coherence_score": 0.5588108897209167,
      "coherence_diagnostics": {
        "tau": 0.5588108897209167,
        "grad_tau": 0.17965902388095856,
        "torsion": 0.0,
        "alignment": -0.8614366054534912,
        "S_field": 0.20727121829986572,
        "Gamma_field": 0.5487191081047058,
        "S_over_Gamma": 0.37773647904396057,
        "Da": 33.93586349487305,
        "E_coh": 0.8601589798927307,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.19,
              35.13
            ],
            [
              -107.16,
              35.13
            ],
            [
              -107.16,
              35.11
            ],
            [
              -107.17,
              35.12
            ],
            [
              -107.19,
              35.08
            ],
            [
              -107.19,
              35.06
            ],
            [
              -107.18,
              35.05
            ],
            [
              -107.21,
              35.02
            ],
            [
              -107.22,
              35.03
            ],
            [
              -107.26,
              35.03
            ],
            [
              -107.27,
              35.04
            ],
            [
              -107.27,
              35.09
            ],
            [
              -107.19,
              35.13
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "d65cd298e5667946395d2adb194c1056eec3357d4ed6290adb3732584ab3f1a6",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.043,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "da251eee6e7d42351e08b002b12be8cf09ec2002424f7d20e8bdfc4edea8140a",
        "signature": {
          "alg": "ed25519",
          "sig": "9c5df455f80fdf69f91e3e34eca3ce225f5256cee4f469a1e3a46b2bf4dd33e957013709e752d7c47e30cbd8721a3cc5136d29c1bcb42bc1a88359d81dd17e06"
        }
      },
      "receipt_sha256": "da251eee6e7d42351e08b002b12be8cf09ec2002424f7d20e8bdfc4edea8140a"
    },
    {
      "storm_id": "384104",
      "lat": 34.61,
      "lon": -88.644,
      "motion_east": 2.0,
      "motion_south": -3.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2857.0,
      "ebshear": 19.0,
      "srh01": 14.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.6437
        },
        {
          "name": "alignment",
          "value": 0.858
        },
        {
          "name": "tau",
          "value": 2.8208
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.043
      },
      "coherence_score": 2.8208069801330566,
      "coherence_diagnostics": {
        "tau": 2.8208069801330566,
        "grad_tau": 0.29912710189819336,
        "torsion": 0.0,
        "alignment": 0.8580178022384644,
        "S_field": 0.8831425309181213,
        "Gamma_field": 0.4145524203777313,
        "S_over_Gamma": 2.1303517818450928,
        "Da": 26.76422691345215,
        "E_coh": 0.9738888740539551,
        "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": [
          [
            [
              -88.67,
              34.64
            ],
            [
              -88.63,
              34.64
            ],
            [
              -88.63,
              34.62
            ],
            [
              -88.61,
              34.6
            ],
            [
              -88.61,
              34.58
            ],
            [
              -88.63,
              34.57
            ],
            [
              -88.67,
              34.58
            ],
            [
              -88.67,
              34.61
            ],
            [
              -88.65,
              34.62
            ],
            [
              -88.67,
              34.64
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "d65cd298e5667946395d2adb194c1056eec3357d4ed6290adb3732584ab3f1a6",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.043,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "da251eee6e7d42351e08b002b12be8cf09ec2002424f7d20e8bdfc4edea8140a",
        "signature": {
          "alg": "ed25519",
          "sig": "9c5df455f80fdf69f91e3e34eca3ce225f5256cee4f469a1e3a46b2bf4dd33e957013709e752d7c47e30cbd8721a3cc5136d29c1bcb42bc1a88359d81dd17e06"
        }
      },
      "receipt_sha256": "da251eee6e7d42351e08b002b12be8cf09ec2002424f7d20e8bdfc4edea8140a"
    },
    {
      "storm_id": "383617",
      "lat": 27.428,
      "lon": -82.144,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4516.0,
      "ebshear": 16.0,
      "srh01": 26.0,
      "maxllaz": 0.003,
      "mesh": 0.42,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.2687
        },
        {
          "name": "alignment",
          "value": 3.9608
        },
        {
          "name": "tau",
          "value": 3.9995
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0427
      },
      "coherence_score": 3.9995269775390625,
      "coherence_diagnostics": {
        "tau": 3.9995269775390625,
        "grad_tau": 0.6556922197341919,
        "torsion": 0.0,
        "alignment": 3.960798978805542,
        "S_field": 1.0120371580123901,
        "Gamma_field": 0.23705241084098816,
        "S_over_Gamma": 4.269254684448242,
        "Da": 14.753344535827637,
        "E_coh": 0.8805792331695557,
        "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": [
          [
            [
              -82.11,
              27.49
            ],
            [
              -82.11,
              27.47
            ],
            [
              -82.1,
              27.46
            ],
            [
              -82.1,
              27.37
            ],
            [
              -82.12,
              27.37
            ],
            [
              -82.13,
              27.36
            ],
            [
              -82.15,
              27.37
            ],
            [
              -82.19,
              27.37
            ],
            [
              -82.2,
              27.38
            ],
            [
              -82.19,
              27.4
            ],
            [
              -82.19,
              27.46
            ],
            [
              -82.17,
              27.48
            ],
            [
              -82.15,
              27.48
            ],
            [
              -82.14,
              27.47
            ],
            [
              -82.11,
              27.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0427,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "86478106a386204b3a42d3265b7c5ba9b5d7bbadaffcb3c5861cb9824389d78e",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0427,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "97272111ad36d7d1b580bec8a7a5effa0df2680628c9f07be0e85cbfe4180581",
        "signature": {
          "alg": "ed25519",
          "sig": "aa7ea6043d858797e22cd2e4565fd0907e9a5b01e91dba819174317224a387b7814ad026542114d410bc435c2e01a2824c8480943e874c6e1474560594b31801"
        }
      },
      "receipt_sha256": "97272111ad36d7d1b580bec8a7a5effa0df2680628c9f07be0e85cbfe4180581"
    },
    {
      "storm_id": "383967",
      "lat": 35.0685,
      "lon": -89.1,
      "motion_east": 3.7,
      "motion_south": 0.1,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3463.0,
      "ebshear": 13.0,
      "srh01": 16.0,
      "maxllaz": 0.002,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.6437
        },
        {
          "name": "alignment",
          "value": 0.858
        },
        {
          "name": "tau",
          "value": 2.8208
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0427
      },
      "coherence_score": 2.8208069801330566,
      "coherence_diagnostics": {
        "tau": 2.8208069801330566,
        "grad_tau": 0.29912710189819336,
        "torsion": 0.0,
        "alignment": 0.8580178022384644,
        "S_field": 0.8831425309181213,
        "Gamma_field": 0.4145524203777313,
        "S_over_Gamma": 2.1303517818450928,
        "Da": 26.76422691345215,
        "E_coh": 0.9738888740539551,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.15,
              35.11
            ],
            [
              -89.13,
              35.11
            ],
            [
              -89.11,
              35.09
            ],
            [
              -89.07,
              35.09
            ],
            [
              -89.05,
              35.08
            ],
            [
              -89.04,
              35.07
            ],
            [
              -89.05,
              35.06
            ],
            [
              -89.05,
              35.01
            ],
            [
              -89.1,
              35.01
            ],
            [
              -89.12,
              35.02
            ],
            [
              -89.13,
              35.06
            ],
            [
              -89.15,
              35.07
            ],
            [
              -89.15,
              35.11
            ]
          ]
        ]
      },
      "raw_probability": 0.0427,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "86478106a386204b3a42d3265b7c5ba9b5d7bbadaffcb3c5861cb9824389d78e",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0427,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "97272111ad36d7d1b580bec8a7a5effa0df2680628c9f07be0e85cbfe4180581",
        "signature": {
          "alg": "ed25519",
          "sig": "aa7ea6043d858797e22cd2e4565fd0907e9a5b01e91dba819174317224a387b7814ad026542114d410bc435c2e01a2824c8480943e874c6e1474560594b31801"
        }
      },
      "receipt_sha256": "97272111ad36d7d1b580bec8a7a5effa0df2680628c9f07be0e85cbfe4180581"
    },
    {
      "storm_id": "383979",
      "lat": 30.652,
      "lon": -90.583,
      "motion_east": 1.2,
      "motion_south": -3.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3306.0,
      "ebshear": 8.0,
      "srh01": 8.0,
      "maxllaz": 0.004,
      "mesh": 0.37,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 62.5187
        },
        {
          "name": "alignment",
          "value": 1.9662
        },
        {
          "name": "tau",
          "value": 2.7977
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0427
      },
      "coherence_score": 2.7976953983306885,
      "coherence_diagnostics": {
        "tau": 2.7976953983306885,
        "grad_tau": 0.3726671636104584,
        "torsion": 0.0,
        "alignment": 1.9661672115325928,
        "S_field": 0.7398314476013184,
        "Gamma_field": 0.24371908605098724,
        "S_over_Gamma": 3.035590887069702,
        "Da": 14.565899848937988,
        "E_coh": 0.9228917360305786,
        "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": [
          [
            [
              -90.6,
              30.7
            ],
            [
              -90.55,
              30.7
            ],
            [
              -90.53,
              30.68
            ],
            [
              -90.53,
              30.63
            ],
            [
              -90.54,
              30.63
            ],
            [
              -90.57,
              30.6
            ],
            [
              -90.63,
              30.6
            ],
            [
              -90.64,
              30.62
            ],
            [
              -90.64,
              30.66
            ],
            [
              -90.6,
              30.7
            ]
          ]
        ]
      },
      "raw_probability": 0.0427,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "86478106a386204b3a42d3265b7c5ba9b5d7bbadaffcb3c5861cb9824389d78e",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0427,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "97272111ad36d7d1b580bec8a7a5effa0df2680628c9f07be0e85cbfe4180581",
        "signature": {
          "alg": "ed25519",
          "sig": "aa7ea6043d858797e22cd2e4565fd0907e9a5b01e91dba819174317224a387b7814ad026542114d410bc435c2e01a2824c8480943e874c6e1474560594b31801"
        }
      },
      "receipt_sha256": "97272111ad36d7d1b580bec8a7a5effa0df2680628c9f07be0e85cbfe4180581"
    },
    {
      "storm_id": "384120",
      "lat": 25.3015,
      "lon": -99.3354,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1884.0,
      "ebshear": 5.0,
      "srh01": 11.0,
      "maxllaz": 0.001,
      "mesh": 0.27,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.6437
        },
        {
          "name": "alignment",
          "value": -0.5963
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0427
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.4470273554325104,
        "torsion": 0.0,
        "alignment": -0.5962753295898438,
        "S_field": 0.11842837184667587,
        "Gamma_field": 0.4487190842628479,
        "S_over_Gamma": 0.2639254033565521,
        "Da": 29.079830169677734,
        "E_coh": 0.8947268724441528,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.37,
              25.34
            ],
            [
              -99.36,
              25.33
            ],
            [
              -99.32,
              25.33
            ],
            [
              -99.31,
              25.34
            ],
            [
              -99.28,
              25.33
            ],
            [
              -99.29,
              25.32
            ],
            [
              -99.29,
              25.25
            ],
            [
              -99.3,
              25.24
            ],
            [
              -99.31,
              25.25
            ],
            [
              -99.38,
              25.25
            ],
            [
              -99.39,
              25.27
            ],
            [
              -99.39,
              25.33
            ],
            [
              -99.37,
              25.34
            ]
          ]
        ]
      },
      "raw_probability": 0.0427,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "86478106a386204b3a42d3265b7c5ba9b5d7bbadaffcb3c5861cb9824389d78e",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0427,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "97272111ad36d7d1b580bec8a7a5effa0df2680628c9f07be0e85cbfe4180581",
        "signature": {
          "alg": "ed25519",
          "sig": "aa7ea6043d858797e22cd2e4565fd0907e9a5b01e91dba819174317224a387b7814ad026542114d410bc435c2e01a2824c8480943e874c6e1474560594b31801"
        }
      },
      "receipt_sha256": "97272111ad36d7d1b580bec8a7a5effa0df2680628c9f07be0e85cbfe4180581"
    },
    {
      "storm_id": "383565",
      "lat": 31.5923,
      "lon": -90.8931,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2505.0,
      "ebshear": 9.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.49,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.1437
        },
        {
          "name": "alignment",
          "value": -0.6978
        },
        {
          "name": "tau",
          "value": 2.5444
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0426
      },
      "coherence_score": 2.5443739891052246,
      "coherence_diagnostics": {
        "tau": 2.5443739891052246,
        "grad_tau": 0.2974351942539215,
        "torsion": 0.0,
        "alignment": -0.6978246569633484,
        "S_field": 0.7703971862792969,
        "Gamma_field": 0.34788578748703003,
        "S_over_Gamma": 2.2145118713378906,
        "Da": 22.50181007385254,
        "E_coh": 0.996233344078064,
        "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": [
          [
            [
              -90.88,
              31.65
            ],
            [
              -90.85,
              31.64
            ],
            [
              -90.83,
              31.62
            ],
            [
              -90.83,
              31.59
            ],
            [
              -90.86,
              31.55
            ],
            [
              -90.9,
              31.53
            ],
            [
              -90.92,
              31.54
            ],
            [
              -90.94,
              31.56
            ],
            [
              -90.94,
              31.57
            ],
            [
              -90.93,
              31.58
            ],
            [
              -90.93,
              31.61
            ],
            [
              -90.92,
              31.61
            ],
            [
              -90.88,
              31.65
            ]
          ]
        ]
      },
      "raw_probability": 0.0426,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "b03a06c589e1ffd02afaff01b13beb46e00df3d8aade59463b8d1ef6c83db3fd",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0426,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "93ac44930f037548fa8b3623eff8bbd58da2ca48b96a1199b42b6e2028f09a72",
        "signature": {
          "alg": "ed25519",
          "sig": "c81d2d943ff816741caff74bc7f2391cd6ff18896768a3caeeca13b7095ca8b15091dcc26c7694dc9e543c66b4cfbe6ab455eed8964415e2a0a69a7e48ceda0f"
        }
      },
      "receipt_sha256": "93ac44930f037548fa8b3623eff8bbd58da2ca48b96a1199b42b6e2028f09a72"
    },
    {
      "storm_id": "383158",
      "lat": 34.1435,
      "lon": -89.6988,
      "motion_east": 0.7,
      "motion_south": -2.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2300.0,
      "ebshear": 14.0,
      "srh01": 10.0,
      "maxllaz": 0.003,
      "mesh": 0.31,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.1437
        },
        {
          "name": "alignment",
          "value": 1.2439
        },
        {
          "name": "tau",
          "value": 2.5727
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0425
      },
      "coherence_score": 2.5727264881134033,
      "coherence_diagnostics": {
        "tau": 2.5727264881134033,
        "grad_tau": 0.15904970467090607,
        "torsion": 0.0,
        "alignment": 1.243874192237854,
        "S_field": 0.9953158497810364,
        "Gamma_field": 0.37955242395401,
        "S_over_Gamma": 2.6223409175872803,
        "Da": 24.194883346557617,
        "E_coh": 0.987411379814148,
        "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": [
          [
            [
              -89.72,
              34.2
            ],
            [
              -89.69,
              34.2
            ],
            [
              -89.68,
              34.19
            ],
            [
              -89.63,
              34.19
            ],
            [
              -89.61,
              34.18
            ],
            [
              -89.59,
              34.15
            ],
            [
              -89.59,
              34.11
            ],
            [
              -89.63,
              34.07
            ],
            [
              -89.65,
              34.07
            ],
            [
              -89.66,
              34.06
            ],
            [
              -89.74,
              34.06
            ],
            [
              -89.8,
              34.09
            ],
            [
              -89.82,
              34.12
            ],
            [
              -89.82,
              34.17
            ],
            [
              -89.8,
              34.19
            ],
            [
              -89.73,
              34.19
            ],
            [
              -89.72,
              34.2
            ]
          ]
        ]
      },
      "raw_probability": 0.0425,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "bde363f8dd9d564869b6e7ee152e3731237f19a1e4c266eb8fd2788a57aee693",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0425,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2d62ea2a70ccad5684b400ab6c29061f942fe3d34ad7532098e650035506369c",
        "signature": {
          "alg": "ed25519",
          "sig": "79359fe70e28e2ed356b5b102938895d0a4de522c055b489c6e2361a8fde896decf0677cad2c2c0bb9f00e6e9d04601bc43756b8b1c23bc1a78202fde637e909"
        }
      },
      "receipt_sha256": "2d62ea2a70ccad5684b400ab6c29061f942fe3d34ad7532098e650035506369c"
    },
    {
      "storm_id": "383968",
      "lat": 34.5589,
      "lon": -108.8156,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 499.0,
      "ebshear": 17.0,
      "srh01": 17.0,
      "maxllaz": 0.001,
      "mesh": 0.2,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.2687
        },
        {
          "name": "alignment",
          "value": 0.3005
        },
        {
          "name": "tau",
          "value": 0.7162
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0424
      },
      "coherence_score": 0.7162427306175232,
      "coherence_diagnostics": {
        "tau": 0.7162427306175232,
        "grad_tau": 0.1789180040359497,
        "torsion": 0.0,
        "alignment": 0.30051618814468384,
        "S_field": 0.5282291173934937,
        "Gamma_field": 0.5753857493400574,
        "S_over_Gamma": 0.9180434346199036,
        "Da": 34.63671875,
        "E_coh": 0.9571004509925842,
        "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": [
          [
            [
              -108.83,
              34.59
            ],
            [
              -108.8,
              34.59
            ],
            [
              -108.78,
              34.57
            ],
            [
              -108.78,
              34.54
            ],
            [
              -108.8,
              34.52
            ],
            [
              -108.82,
              34.52
            ],
            [
              -108.85,
              34.54
            ],
            [
              -108.85,
              34.57
            ],
            [
              -108.83,
              34.59
            ]
          ]
        ]
      },
      "raw_probability": 0.0424,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "a223d13bb6a34ce163a70a9ec02aee07eda08701370ea2d4981be6179bec485f",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0424,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "04299bbe78e684ad48095151d0c6901c416fd8f0ab964524ba47ec5a2541ee60",
        "signature": {
          "alg": "ed25519",
          "sig": "002b611db807fddd187e5426c1e3a602c2fcc306af0a389260a27f0143082fdf127c5ee49f228acb5c99958825d1241331bd228ef07f34deaaa589c5d2b7bc05"
        }
      },
      "receipt_sha256": "04299bbe78e684ad48095151d0c6901c416fd8f0ab964524ba47ec5a2541ee60"
    },
    {
      "storm_id": "384056",
      "lat": 43.3883,
      "lon": -111.8567,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 457.0,
      "ebshear": 18.0,
      "srh01": 22.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 10.8937
        },
        {
          "name": "alignment",
          "value": -0.0073
        },
        {
          "name": "tau",
          "value": 0.2581
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0424
      },
      "coherence_score": 0.25814369320869446,
      "coherence_diagnostics": {
        "tau": 0.25814369320869446,
        "grad_tau": 0.025319475680589676,
        "torsion": 0.0,
        "alignment": -0.007309645414352417,
        "S_field": 0.1089518815279007,
        "Gamma_field": 0.5903857350349426,
        "S_over_Gamma": 0.18454355001449585,
        "Da": 34.23923873901367,
        "E_coh": 0.38300129771232605,
        "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": [
          [
            [
              -111.9,
              43.42
            ],
            [
              -111.82,
              43.42
            ],
            [
              -111.81,
              43.41
            ],
            [
              -111.81,
              43.33
            ],
            [
              -111.9,
              43.33
            ],
            [
              -111.9,
              43.42
            ]
          ]
        ]
      },
      "raw_probability": 0.0424,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "a223d13bb6a34ce163a70a9ec02aee07eda08701370ea2d4981be6179bec485f",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0424,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "04299bbe78e684ad48095151d0c6901c416fd8f0ab964524ba47ec5a2541ee60",
        "signature": {
          "alg": "ed25519",
          "sig": "002b611db807fddd187e5426c1e3a602c2fcc306af0a389260a27f0143082fdf127c5ee49f228acb5c99958825d1241331bd228ef07f34deaaa589c5d2b7bc05"
        }
      },
      "receipt_sha256": "04299bbe78e684ad48095151d0c6901c416fd8f0ab964524ba47ec5a2541ee60"
    },
    {
      "storm_id": "383500",
      "lat": 34.1709,
      "lon": -92.0309,
      "motion_east": -1.0,
      "motion_south": -2.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1965.0,
      "ebshear": 14.0,
      "srh01": 19.0,
      "maxllaz": 0.009,
      "mesh": 0.36,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.8937
        },
        {
          "name": "alignment",
          "value": 0.6972
        },
        {
          "name": "tau",
          "value": 2.486
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0423
      },
      "coherence_score": 2.4860265254974365,
      "coherence_diagnostics": {
        "tau": 2.4860265254974365,
        "grad_tau": 0.16814978420734406,
        "torsion": 0.0,
        "alignment": 0.6972172260284424,
        "S_field": 1.4913842678070068,
        "Gamma_field": 0.3195524215698242,
        "S_over_Gamma": 4.6671037673950195,
        "Da": 20.68302345275879,
        "E_coh": 0.983100175857544,
        "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": [
          [
            [
              -92.11,
              34.25
            ],
            [
              -92.07,
              34.22
            ],
            [
              -92.05,
              34.22
            ],
            [
              -92.01,
              34.18
            ],
            [
              -91.98,
              34.18
            ],
            [
              -91.96,
              34.22
            ],
            [
              -91.92,
              34.22
            ],
            [
              -91.89,
              34.2
            ],
            [
              -91.89,
              34.15
            ],
            [
              -91.9,
              34.14
            ],
            [
              -91.98,
              34.14
            ],
            [
              -92.01,
              34.1
            ],
            [
              -92.02,
              34.1
            ],
            [
              -92.04,
              34.08
            ],
            [
              -92.06,
              34.08
            ],
            [
              -92.07,
              34.09
            ],
            [
              -92.08,
              34.13
            ],
            [
              -92.11,
              34.17
            ],
            [
              -92.1,
              34.18
            ],
            [
              -92.11,
              34.19
            ],
            [
              -92.11,
              34.21
            ],
            [
              -92.13,
              34.23
            ],
            [
              -92.11,
              34.25
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "e1b2c982d1313e8d48a527676aa4ad5d45b7be4b2a504e927cd2d98a1a5778c4",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0423,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0471ebcdf6676a558c4358d070995158c04c77d219354d560bf10a32ce74ace5",
        "signature": {
          "alg": "ed25519",
          "sig": "a3d1bce3a273cc4e5b44d7b5d31145b29fa2f1391727fc7d6a06aeafd5bed0b7d1b71af11b20511b725a7ececca3cabe0cb8a30f0c2de7b5df3ab02cc54ec30a"
        }
      },
      "receipt_sha256": "0471ebcdf6676a558c4358d070995158c04c77d219354d560bf10a32ce74ace5"
    },
    {
      "storm_id": "383991",
      "lat": 48.1227,
      "lon": -69.2209,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 127.0,
      "ebshear": 16.0,
      "srh01": 11.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.7687
        },
        {
          "name": "alignment",
          "value": -2.1373
        },
        {
          "name": "tau",
          "value": 0.3659
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0423
      },
      "coherence_score": 0.3658587336540222,
      "coherence_diagnostics": {
        "tau": 0.3658587336540222,
        "grad_tau": 0.28881484270095825,
        "torsion": 0.0,
        "alignment": -2.137267589569092,
        "S_field": 0.3400117754936218,
        "Gamma_field": 0.25288575887680054,
        "S_over_Gamma": 1.3445271253585815,
        "Da": 14.854475021362305,
        "E_coh": 0.6569020748138428,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -69.27,
              48.16
            ],
            [
              -69.17,
              48.16
            ],
            [
              -69.15,
              48.14
            ],
            [
              -69.15,
              48.1
            ],
            [
              -69.17,
              48.1
            ],
            [
              -69.18,
              48.09
            ],
            [
              -69.25,
              48.09
            ],
            [
              -69.26,
              48.1
            ],
            [
              -69.28,
              48.1
            ],
            [
              -69.28,
              48.15
            ],
            [
              -69.27,
              48.16
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "e1b2c982d1313e8d48a527676aa4ad5d45b7be4b2a504e927cd2d98a1a5778c4",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0423,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0471ebcdf6676a558c4358d070995158c04c77d219354d560bf10a32ce74ace5",
        "signature": {
          "alg": "ed25519",
          "sig": "a3d1bce3a273cc4e5b44d7b5d31145b29fa2f1391727fc7d6a06aeafd5bed0b7d1b71af11b20511b725a7ececca3cabe0cb8a30f0c2de7b5df3ab02cc54ec30a"
        }
      },
      "receipt_sha256": "0471ebcdf6676a558c4358d070995158c04c77d219354d560bf10a32ce74ace5"
    },
    {
      "storm_id": "384091",
      "lat": 39.33,
      "lon": -111.8162,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 415.0,
      "ebshear": 7.0,
      "srh01": 11.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.0187
        },
        {
          "name": "alignment",
          "value": 0.4787
        },
        {
          "name": "tau",
          "value": 0.3659
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0423
      },
      "coherence_score": 0.36591053009033203,
      "coherence_diagnostics": {
        "tau": 0.36591053009033203,
        "grad_tau": 0.052987705916166306,
        "torsion": 0.0,
        "alignment": 0.4786756634712219,
        "S_field": 0.358143150806427,
        "Gamma_field": 0.5162190794944763,
        "S_over_Gamma": 0.693781316280365,
        "Da": 30.659563064575195,
        "E_coh": 0.8456388711929321,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.84,
              39.36
            ],
            [
              -111.79,
              39.36
            ],
            [
              -111.79,
              39.32
            ],
            [
              -111.78,
              39.31
            ],
            [
              -111.79,
              39.29
            ],
            [
              -111.85,
              39.29
            ],
            [
              -111.85,
              39.35
            ],
            [
              -111.84,
              39.36
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "e1b2c982d1313e8d48a527676aa4ad5d45b7be4b2a504e927cd2d98a1a5778c4",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0423,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0471ebcdf6676a558c4358d070995158c04c77d219354d560bf10a32ce74ace5",
        "signature": {
          "alg": "ed25519",
          "sig": "a3d1bce3a273cc4e5b44d7b5d31145b29fa2f1391727fc7d6a06aeafd5bed0b7d1b71af11b20511b725a7ececca3cabe0cb8a30f0c2de7b5df3ab02cc54ec30a"
        }
      },
      "receipt_sha256": "0471ebcdf6676a558c4358d070995158c04c77d219354d560bf10a32ce74ace5"
    },
    {
      "storm_id": "383919",
      "lat": 33.1133,
      "lon": -82.9144,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1923.0,
      "ebshear": 19.0,
      "srh01": 21.0,
      "maxllaz": 0.003,
      "mesh": 0.1,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.3937
        },
        {
          "name": "alignment",
          "value": -0.1605
        },
        {
          "name": "tau",
          "value": 3.9781
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0422
      },
      "coherence_score": 3.9780569076538086,
      "coherence_diagnostics": {
        "tau": 3.9780569076538086,
        "grad_tau": 0.12531094253063202,
        "torsion": 0.0,
        "alignment": -0.16049881279468536,
        "S_field": 1.1222492456436157,
        "Gamma_field": 0.32038575410842896,
        "S_over_Gamma": 3.5028064250946045,
        "Da": 19.776018142700195,
        "E_coh": 0.9749125242233276,
        "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": [
          [
            [
              -82.93,
              33.14
            ],
            [
              -82.9,
              33.14
            ],
            [
              -82.88,
              33.12
            ],
            [
              -82.88,
              33.1
            ],
            [
              -82.9,
              33.08
            ],
            [
              -82.93,
              33.08
            ],
            [
              -82.94,
              33.09
            ],
            [
              -82.94,
              33.13
            ],
            [
              -82.93,
              33.14
            ]
          ]
        ]
      },
      "raw_probability": 0.0422,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "8adeaec26b99b16e6ecdebb5f937eb6f6a415add3815a3f32d031fbf9c94cba8",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0422,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ae8a357412e7ec0f9925e8e671c79ca9bf3498fb92853c62fecd58081c5e344b",
        "signature": {
          "alg": "ed25519",
          "sig": "7de3e2ebb882918287de519dee79747875cbf98fd396be9c8c5d82fa304e3b252945d10c4ac998de80eacb91903056850aa3f71ab3e9b227aa563a7ed3f4f90e"
        }
      },
      "receipt_sha256": "ae8a357412e7ec0f9925e8e671c79ca9bf3498fb92853c62fecd58081c5e344b"
    },
    {
      "storm_id": "383923",
      "lat": 31.8257,
      "lon": -89.465,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1568.0,
      "ebshear": 11.0,
      "srh01": 6.0,
      "maxllaz": 0.007,
      "mesh": 0.24,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.8937
        },
        {
          "name": "alignment",
          "value": -1.3104
        },
        {
          "name": "tau",
          "value": 2.7405
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0421
      },
      "coherence_score": 2.7404541969299316,
      "coherence_diagnostics": {
        "tau": 2.7404541969299316,
        "grad_tau": 0.3101164400577545,
        "torsion": 0.0,
        "alignment": -1.3103652000427246,
        "S_field": 0.9092119932174683,
        "Gamma_field": 0.33621907234191895,
        "S_over_Gamma": 2.7042248249053955,
        "Da": 21.555728912353516,
        "E_coh": 0.9863643646240234,
        "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": [
          [
            [
              -89.47,
              31.86
            ],
            [
              -89.43,
              31.86
            ],
            [
              -89.43,
              31.85
            ],
            [
              -89.45,
              31.83
            ],
            [
              -89.45,
              31.81
            ],
            [
              -89.43,
              31.79
            ],
            [
              -89.44,
              31.78
            ],
            [
              -89.5,
              31.78
            ],
            [
              -89.5,
              31.8
            ],
            [
              -89.48,
              31.81
            ],
            [
              -89.48,
              31.83
            ],
            [
              -89.5,
              31.85
            ],
            [
              -89.48,
              31.85
            ],
            [
              -89.47,
              31.86
            ]
          ]
        ]
      },
      "raw_probability": 0.0421,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "4684aef43750399b450dec91cbe84ceb167374b0566c9260996a63bcd62c1253",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0421,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5e0ce5e863d8f43b5187cb38f2eac61b6d3ad2aadd5b6d08a4c34506f6fe759b",
        "signature": {
          "alg": "ed25519",
          "sig": "35fdbd56196184abe604fed4aef7c570240fd45fae8efc041b46bd95c40bd17af778c188c5744ea05c6df44ea6ac8f7bfde77b6a738c5fd67350ba76b826510a"
        }
      },
      "receipt_sha256": "5e0ce5e863d8f43b5187cb38f2eac61b6d3ad2aadd5b6d08a4c34506f6fe759b"
    },
    {
      "storm_id": "383674",
      "lat": 31.2877,
      "lon": -96.0469,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2150.0,
      "ebshear": 12.0,
      "srh01": 1.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.8937
        },
        {
          "name": "alignment",
          "value": -0.0009
        },
        {
          "name": "tau",
          "value": 1.1885
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.042
      },
      "coherence_score": 1.188532829284668,
      "coherence_diagnostics": {
        "tau": 1.188532829284668,
        "grad_tau": 0.2351715862751007,
        "torsion": 0.0,
        "alignment": -0.0008695423603057861,
        "S_field": 0.06460881233215332,
        "Gamma_field": 0.9028857946395874,
        "S_over_Gamma": 0.07155812531709671,
        "Da": 58.2118034362793,
        "E_coh": 0.631351888179779,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.07,
              31.34
            ],
            [
              -96.02,
              31.34
            ],
            [
              -95.99,
              31.32
            ],
            [
              -96.0,
              31.31
            ],
            [
              -96.0,
              31.27
            ],
            [
              -96.01,
              31.26
            ],
            [
              -96.03,
              31.25
            ],
            [
              -96.06,
              31.25
            ],
            [
              -96.07,
              31.24
            ],
            [
              -96.09,
              31.25
            ],
            [
              -96.1,
              31.27
            ],
            [
              -96.1,
              31.3
            ],
            [
              -96.07,
              31.34
            ]
          ]
        ]
      },
      "raw_probability": 0.042,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "f949c085296e451df5d756ecf2c6dbc3733c2605d66c6c9ba848678f40b12f06",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.042,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dfed3b2ed86c1826b5917f694cd1adc033d4271fcaac2adff33a38efa77cc83b",
        "signature": {
          "alg": "ed25519",
          "sig": "36434cd64a4e7f45669998d7c1116b6d30ad815d2e4a13d10d9a477f667d2c61dc2d365acac3b47baf3855cfa63c5cbb34f840e0bd99d751de5444f109785b0b"
        }
      },
      "receipt_sha256": "dfed3b2ed86c1826b5917f694cd1adc033d4271fcaac2adff33a38efa77cc83b"
    },
    {
      "storm_id": "383683",
      "lat": 49.0524,
      "lon": -76.9606,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 828.0,
      "ebshear": 34.0,
      "srh01": 9.0,
      "maxllaz": 0.003,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.8937
        },
        {
          "name": "alignment",
          "value": -0.2787
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.042
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.7330067157745361,
        "torsion": 0.0,
        "alignment": -0.27872467041015625,
        "S_field": 0.22496868669986725,
        "Gamma_field": 0.30121910572052,
        "S_over_Gamma": 0.7468606233596802,
        "Da": 17.93202018737793,
        "E_coh": 0.5914472341537476,
        "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": [
          [
            [
              -76.93,
              49.13
            ],
            [
              -76.88,
              49.13
            ],
            [
              -76.87,
              49.12
            ],
            [
              -76.87,
              49.08
            ],
            [
              -76.89,
              49.06
            ],
            [
              -76.95,
              49.03
            ],
            [
              -76.97,
              49.01
            ],
            [
              -76.97,
              48.99
            ],
            [
              -76.99,
              48.97
            ],
            [
              -77.02,
              48.97
            ],
            [
              -77.04,
              48.96
            ],
            [
              -77.06,
              48.98
            ],
            [
              -77.06,
              49.02
            ],
            [
              -76.98,
              49.08
            ],
            [
              -76.98,
              49.11
            ],
            [
              -76.94,
              49.12
            ],
            [
              -76.93,
              49.13
            ]
          ]
        ]
      },
      "raw_probability": 0.042,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "f949c085296e451df5d756ecf2c6dbc3733c2605d66c6c9ba848678f40b12f06",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.042,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dfed3b2ed86c1826b5917f694cd1adc033d4271fcaac2adff33a38efa77cc83b",
        "signature": {
          "alg": "ed25519",
          "sig": "36434cd64a4e7f45669998d7c1116b6d30ad815d2e4a13d10d9a477f667d2c61dc2d365acac3b47baf3855cfa63c5cbb34f840e0bd99d751de5444f109785b0b"
        }
      },
      "receipt_sha256": "dfed3b2ed86c1826b5917f694cd1adc033d4271fcaac2adff33a38efa77cc83b"
    },
    {
      "storm_id": "383973",
      "lat": 33.7741,
      "lon": -92.5724,
      "motion_east": 3.5,
      "motion_south": 0.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2404.0,
      "ebshear": 11.0,
      "srh01": 1.0,
      "maxllaz": 0.001,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.1437
        },
        {
          "name": "alignment",
          "value": 0.6897
        },
        {
          "name": "tau",
          "value": 2.1396
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.042
      },
      "coherence_score": 2.139645576477051,
      "coherence_diagnostics": {
        "tau": 2.139645576477051,
        "grad_tau": 0.307130366563797,
        "torsion": 0.0,
        "alignment": 0.6897445917129517,
        "S_field": 0.9238404631614685,
        "Gamma_field": 0.41038578748703003,
        "S_over_Gamma": 2.2511513233184814,
        "Da": 26.594587326049805,
        "E_coh": 0.9973711967468262,
        "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": [
          [
            [
              -92.64,
              33.85
            ],
            [
              -92.59,
              33.85
            ],
            [
              -92.58,
              33.84
            ],
            [
              -92.58,
              33.82
            ],
            [
              -92.53,
              33.77
            ],
            [
              -92.5,
              33.77
            ],
            [
              -92.49,
              33.73
            ],
            [
              -92.52,
              33.69
            ],
            [
              -92.55,
              33.69
            ],
            [
              -92.56,
              33.7
            ],
            [
              -92.56,
              33.72
            ],
            [
              -92.57,
              33.73
            ],
            [
              -92.57,
              33.77
            ],
            [
              -92.59,
              33.79
            ],
            [
              -92.61,
              33.78
            ],
            [
              -92.65,
              33.81
            ],
            [
              -92.64,
              33.85
            ]
          ]
        ]
      },
      "raw_probability": 0.042,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "f949c085296e451df5d756ecf2c6dbc3733c2605d66c6c9ba848678f40b12f06",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.042,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dfed3b2ed86c1826b5917f694cd1adc033d4271fcaac2adff33a38efa77cc83b",
        "signature": {
          "alg": "ed25519",
          "sig": "36434cd64a4e7f45669998d7c1116b6d30ad815d2e4a13d10d9a477f667d2c61dc2d365acac3b47baf3855cfa63c5cbb34f840e0bd99d751de5444f109785b0b"
        }
      },
      "receipt_sha256": "dfed3b2ed86c1826b5917f694cd1adc033d4271fcaac2adff33a38efa77cc83b"
    },
    {
      "storm_id": "383881",
      "lat": 35.3567,
      "lon": -115.6278,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 665.0,
      "ebshear": 9.0,
      "srh01": 14.0,
      "maxllaz": 0.004,
      "mesh": 0.29,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.1437
        },
        {
          "name": "alignment",
          "value": -3.0292
        },
        {
          "name": "tau",
          "value": 0.5028
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0419
      },
      "coherence_score": 0.5028252601623535,
      "coherence_diagnostics": {
        "tau": 0.5028252601623535,
        "grad_tau": 0.14638939499855042,
        "torsion": 0.0,
        "alignment": -3.029231309890747,
        "S_field": 0.12738037109375,
        "Gamma_field": 0.15788574516773224,
        "S_over_Gamma": 0.8067882657051086,
        "Da": 9.433093070983887,
        "E_coh": 0.5937871336936951,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -115.66,
              35.39
            ],
            [
              -115.58,
              35.39
            ],
            [
              -115.57,
              35.38
            ],
            [
              -115.57,
              35.33
            ],
            [
              -115.59,
              35.31
            ],
            [
              -115.66,
              35.31
            ],
            [
              -115.68,
              35.33
            ],
            [
              -115.68,
              35.38
            ],
            [
              -115.66,
              35.39
            ]
          ]
        ]
      },
      "raw_probability": 0.0419,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "972cb9d0f2782544fa29bb6f31714ac4ed51bd23ab3b72589a1d05a3a756acf7",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0419,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b445ba45a4169aa366c4b4d94cddbe0735606912d3f1d1ce290f342823110f82",
        "signature": {
          "alg": "ed25519",
          "sig": "8cedf8c23542cfff01961ac4389f08be062d1fb6b62a03532b73dd7b066300b7d183a67c9cd08a6502d99289b81b77e79fee373fc6ba4b0b2a59b47f7ec34705"
        }
      },
      "receipt_sha256": "b445ba45a4169aa366c4b4d94cddbe0735606912d3f1d1ce290f342823110f82"
    },
    {
      "storm_id": "384109",
      "lat": 32.321,
      "lon": -81.197,
      "motion_east": 3.5,
      "motion_south": 0.4,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1898.0,
      "ebshear": 14.0,
      "srh01": 20.0,
      "maxllaz": 0.001,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.8937
        },
        {
          "name": "alignment",
          "value": -0.8507
        },
        {
          "name": "tau",
          "value": 3.3961
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0419
      },
      "coherence_score": 3.3961069583892822,
      "coherence_diagnostics": {
        "tau": 3.3961069583892822,
        "grad_tau": 0.20593249797821045,
        "torsion": 0.0,
        "alignment": -0.8507266640663147,
        "S_field": 0.6945566534996033,
        "Gamma_field": 0.28288576006889343,
        "S_over_Gamma": 2.4552550315856934,
        "Da": 17.3834228515625,
        "E_coh": 0.9494326710700989,
        "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,
              32.35
            ],
            [
              -81.17,
              32.35
            ],
            [
              -81.17,
              32.31
            ],
            [
              -81.16,
              32.3
            ],
            [
              -81.17,
              32.29
            ],
            [
              -81.22,
              32.29
            ],
            [
              -81.22,
              32.31
            ],
            [
              -81.21,
              32.32
            ],
            [
              -81.21,
              32.34
            ],
            [
              -81.22,
              32.35
            ]
          ]
        ]
      },
      "raw_probability": 0.0419,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "972cb9d0f2782544fa29bb6f31714ac4ed51bd23ab3b72589a1d05a3a756acf7",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0419,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b445ba45a4169aa366c4b4d94cddbe0735606912d3f1d1ce290f342823110f82",
        "signature": {
          "alg": "ed25519",
          "sig": "8cedf8c23542cfff01961ac4389f08be062d1fb6b62a03532b73dd7b066300b7d183a67c9cd08a6502d99289b81b77e79fee373fc6ba4b0b2a59b47f7ec34705"
        }
      },
      "receipt_sha256": "b445ba45a4169aa366c4b4d94cddbe0735606912d3f1d1ce290f342823110f82"
    },
    {
      "storm_id": "383639",
      "lat": 30.9227,
      "lon": -82.5391,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1962.0,
      "ebshear": 16.0,
      "srh01": 12.0,
      "maxllaz": 0.003,
      "mesh": 0.26,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.1437
        },
        {
          "name": "alignment",
          "value": 3.1442
        },
        {
          "name": "tau",
          "value": 3.9926
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0414
      },
      "coherence_score": 3.992612838745117,
      "coherence_diagnostics": {
        "tau": 3.992612838745117,
        "grad_tau": 0.2530907094478607,
        "torsion": 0.0,
        "alignment": 3.1442270278930664,
        "S_field": 0.956413984298706,
        "Gamma_field": 0.23955240845680237,
        "S_over_Gamma": 3.992504119873047,
        "Da": 15.225611686706543,
        "E_coh": 0.9629011750221252,
        "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": [
          [
            [
              -82.57,
              30.96
            ],
            [
              -82.55,
              30.96
            ],
            [
              -82.51,
              30.94
            ],
            [
              -82.48,
              30.94
            ],
            [
              -82.48,
              30.91
            ],
            [
              -82.5,
              30.87
            ],
            [
              -82.55,
              30.87
            ],
            [
              -82.57,
              30.89
            ],
            [
              -82.57,
              30.92
            ],
            [
              -82.58,
              30.93
            ],
            [
              -82.57,
              30.96
            ]
          ]
        ]
      },
      "raw_probability": 0.0414,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "d9429158906e0da29843b6206b90a996c8d5f49aa9d9d5195cddd33b933bac53",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0414,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "07da45ca8d11de604ae17158ede1c37d6f5f123ba9bbad3ae589e1b5bb8adfca",
        "signature": {
          "alg": "ed25519",
          "sig": "7750d183194330f0e3f1c6f82dd3d8aafc17945ff84aaecf676cbcb94a3be12e9fe28d444e31a9614d2af4641c93258b3efb21575dbd7cec0b68d35c6d4cb800"
        }
      },
      "receipt_sha256": "07da45ca8d11de604ae17158ede1c37d6f5f123ba9bbad3ae589e1b5bb8adfca"
    },
    {
      "storm_id": "383675",
      "lat": 29.7263,
      "lon": -102.2921,
      "motion_east": 1.2,
      "motion_south": 0.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1469.0,
      "ebshear": 12.0,
      "srh01": 6.0,
      "maxllaz": 0.003,
      "mesh": 0.58,
      "flash_rate": 34.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.8937
        },
        {
          "name": "alignment",
          "value": -1.8349
        },
        {
          "name": "tau",
          "value": 0.5996
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0414
      },
      "coherence_score": 0.5995566248893738,
      "coherence_diagnostics": {
        "tau": 0.5995566248893738,
        "grad_tau": 0.11889626085758209,
        "torsion": 0.0,
        "alignment": -1.8349006175994873,
        "S_field": 0.2764970064163208,
        "Gamma_field": 0.4978857636451721,
        "S_over_Gamma": 0.5553422570228577,
        "Da": 31.235918045043945,
        "E_coh": 0.814068615436554,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.27,
              29.83
            ],
            [
              -102.23,
              29.83
            ],
            [
              -102.22,
              29.81
            ],
            [
              -102.22,
              29.77
            ],
            [
              -102.24,
              29.74
            ],
            [
              -102.24,
              29.72
            ],
            [
              -102.25,
              29.71
            ],
            [
              -102.25,
              29.69
            ],
            [
              -102.27,
              29.65
            ],
            [
              -102.3,
              29.62
            ],
            [
              -102.34,
              29.62
            ],
            [
              -102.36,
              29.64
            ],
            [
              -102.36,
              29.66
            ],
            [
              -102.37,
              29.67
            ],
            [
              -102.36,
              29.69
            ],
            [
              -102.36,
              29.74
            ],
            [
              -102.35,
              29.76
            ],
            [
              -102.29,
              29.82
            ],
            [
              -102.27,
              29.83
            ]
          ]
        ]
      },
      "raw_probability": 0.0414,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "d9429158906e0da29843b6206b90a996c8d5f49aa9d9d5195cddd33b933bac53",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0414,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "07da45ca8d11de604ae17158ede1c37d6f5f123ba9bbad3ae589e1b5bb8adfca",
        "signature": {
          "alg": "ed25519",
          "sig": "7750d183194330f0e3f1c6f82dd3d8aafc17945ff84aaecf676cbcb94a3be12e9fe28d444e31a9614d2af4641c93258b3efb21575dbd7cec0b68d35c6d4cb800"
        }
      },
      "receipt_sha256": "07da45ca8d11de604ae17158ede1c37d6f5f123ba9bbad3ae589e1b5bb8adfca"
    },
    {
      "storm_id": "384006",
      "lat": 34.94,
      "lon": -83.3914,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2133.0,
      "ebshear": 11.0,
      "srh01": 14.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.0187
        },
        {
          "name": "alignment",
          "value": 1.0042
        },
        {
          "name": "tau",
          "value": 4.5964
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0414
      },
      "coherence_score": 4.596372604370117,
      "coherence_diagnostics": {
        "tau": 4.596372604370117,
        "grad_tau": 0.2888272702693939,
        "torsion": 0.0,
        "alignment": 1.0041978359222412,
        "S_field": 1.597711205482483,
        "Gamma_field": 0.2403857409954071,
        "S_over_Gamma": 6.646447658538818,
        "Da": 14.89549446105957,
        "E_coh": 0.9752698540687561,
        "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": [
          [
            [
              -83.39,
              34.98
            ],
            [
              -83.35,
              34.96
            ],
            [
              -83.35,
              34.89
            ],
            [
              -83.4,
              34.89
            ],
            [
              -83.43,
              34.92
            ],
            [
              -83.43,
              34.96
            ],
            [
              -83.39,
              34.98
            ]
          ]
        ]
      },
      "raw_probability": 0.0414,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "d9429158906e0da29843b6206b90a996c8d5f49aa9d9d5195cddd33b933bac53",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0414,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "07da45ca8d11de604ae17158ede1c37d6f5f123ba9bbad3ae589e1b5bb8adfca",
        "signature": {
          "alg": "ed25519",
          "sig": "7750d183194330f0e3f1c6f82dd3d8aafc17945ff84aaecf676cbcb94a3be12e9fe28d444e31a9614d2af4641c93258b3efb21575dbd7cec0b68d35c6d4cb800"
        }
      },
      "receipt_sha256": "07da45ca8d11de604ae17158ede1c37d6f5f123ba9bbad3ae589e1b5bb8adfca"
    },
    {
      "storm_id": "384100",
      "lat": 35.42,
      "lon": -115.4627,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 776.0,
      "ebshear": 13.0,
      "srh01": 28.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.2687
        },
        {
          "name": "alignment",
          "value": -0.0421
        },
        {
          "name": "tau",
          "value": 0.5206
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0412
      },
      "coherence_score": 0.5206084251403809,
      "coherence_diagnostics": {
        "tau": 0.5206084251403809,
        "grad_tau": 0.1769203543663025,
        "torsion": -2.480898375623042e-09,
        "alignment": -0.04209214448928833,
        "S_field": 0.10769611597061157,
        "Gamma_field": 0.3878857493400574,
        "S_over_Gamma": 0.27764907479286194,
        "Da": 23.006113052368164,
        "E_coh": 0.4842280149459839,
        "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": [
          [
            [
              -115.48,
              35.45
            ],
            [
              -115.42,
              35.45
            ],
            [
              -115.42,
              35.4
            ],
            [
              -115.43,
              35.39
            ],
            [
              -115.45,
              35.41
            ],
            [
              -115.47,
              35.41
            ],
            [
              -115.48,
              35.39
            ],
            [
              -115.48,
              35.41
            ],
            [
              -115.49,
              35.42
            ],
            [
              -115.49,
              35.44
            ],
            [
              -115.48,
              35.45
            ]
          ]
        ]
      },
      "raw_probability": 0.0412,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "b86b86690f75c7a9a9b1be3f5846d984e47d0e6b3cffd989b89a4138ee30137f",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0412,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "203cd1a7f6c73e54be99c4603c71e701064476fcf0a8db954df174e1784fa483",
        "signature": {
          "alg": "ed25519",
          "sig": "3b6f7e8ea6a971edf62579abce4fbd7f79875f9eed4e845182205469f36f3e77126f21a298fefacc3f8a02410c7f82bbdff4b23f88f82339a112892a39504b0b"
        }
      },
      "receipt_sha256": "203cd1a7f6c73e54be99c4603c71e701064476fcf0a8db954df174e1784fa483"
    },
    {
      "storm_id": "383712",
      "lat": 26.58,
      "lon": -81.6889,
      "motion_east": -1.0,
      "motion_south": -1.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4318.0,
      "ebshear": 12.0,
      "srh01": 27.0,
      "maxllaz": 0.002,
      "mesh": 0.66,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.6437
        },
        {
          "name": "alignment",
          "value": -0.3458
        },
        {
          "name": "tau",
          "value": 3.4606
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0411
      },
      "coherence_score": 3.4605836868286133,
      "coherence_diagnostics": {
        "tau": 3.4605836868286133,
        "grad_tau": 1.0477442741394043,
        "torsion": 0.0,
        "alignment": -0.34576329588890076,
        "S_field": 1.482607126235962,
        "Gamma_field": 0.20288574695587158,
        "S_over_Gamma": 7.307596206665039,
        "Da": 11.93398380279541,
        "E_coh": 0.966799795627594,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.7,
              26.62
            ],
            [
              -81.67,
              26.62
            ],
            [
              -81.65,
              26.6
            ],
            [
              -81.65,
              26.55
            ],
            [
              -81.69,
              26.53
            ],
            [
              -81.7,
              26.53
            ],
            [
              -81.72,
              26.55
            ],
            [
              -81.72,
              26.6
            ],
            [
              -81.7,
              26.62
            ]
          ]
        ]
      },
      "raw_probability": 0.0411,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "f08827e488597ac2d132c725870d7a37ffa411f6ab84cb05448c8ec9cd245694",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0411,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bcb9352e207aaa1eb4c596c833894a8363ba9aed8ea1b56fb490e439f83c2e07",
        "signature": {
          "alg": "ed25519",
          "sig": "5e0fa08c065bd847a208dbfa59cc358ca0821fd43d3d572fec2802c987237a9fc33baaf1a73a2108dab680fcb78806496ed4e0c1e768078053cd92ac5911470d"
        }
      },
      "receipt_sha256": "bcb9352e207aaa1eb4c596c833894a8363ba9aed8ea1b56fb490e439f83c2e07"
    },
    {
      "storm_id": "383609",
      "lat": 33.19,
      "lon": -89.4433,
      "motion_east": 0.0,
      "motion_south": 0.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3231.0,
      "ebshear": 17.0,
      "srh01": 21.0,
      "maxllaz": 0.001,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.2687
        },
        {
          "name": "alignment",
          "value": 0.0801
        },
        {
          "name": "tau",
          "value": 2.4067
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.041
      },
      "coherence_score": 2.40673828125,
      "coherence_diagnostics": {
        "tau": 2.40673828125,
        "grad_tau": 0.2196202576160431,
        "torsion": 0.0,
        "alignment": 0.08014090359210968,
        "S_field": 0.36528876423835754,
        "Gamma_field": 0.4320524334907532,
        "S_over_Gamma": 0.8454732298851013,
        "Da": 27.7349796295166,
        "E_coh": 0.9580137133598328,
        "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": [
          [
            [
              -89.48,
              33.22
            ],
            [
              -89.4,
              33.22
            ],
            [
              -89.39,
              33.21
            ],
            [
              -89.4,
              33.2
            ],
            [
              -89.4,
              33.17
            ],
            [
              -89.39,
              33.16
            ],
            [
              -89.46,
              33.16
            ],
            [
              -89.47,
              33.15
            ],
            [
              -89.48,
              33.16
            ],
            [
              -89.48,
              33.2
            ],
            [
              -89.49,
              33.21
            ],
            [
              -89.48,
              33.22
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "cbb2036f0403e0a8f87a5501bafefcf4d1d937311c1143a000177493b037be00",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.041,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "12ce68c48d5b8f1790592a8bc9e08ea99f9661d70bc4b136342a26c9597ff7ef",
        "signature": {
          "alg": "ed25519",
          "sig": "bf831c6900f5207b24edf700870a4ae59bd7f05904ff4084ef443c41b867f0128654bc34cb3af88688ed2d01f537d18b7d2012ab6c620394d3e2c8495c198e04"
        }
      },
      "receipt_sha256": "12ce68c48d5b8f1790592a8bc9e08ea99f9661d70bc4b136342a26c9597ff7ef"
    },
    {
      "storm_id": "384066",
      "lat": 33.0944,
      "lon": -89.3467,
      "motion_east": 0.8,
      "motion_south": 0.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3240.0,
      "ebshear": 16.0,
      "srh01": 19.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.2687
        },
        {
          "name": "alignment",
          "value": 0.0801
        },
        {
          "name": "tau",
          "value": 2.4067
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.041
      },
      "coherence_score": 2.40673828125,
      "coherence_diagnostics": {
        "tau": 2.40673828125,
        "grad_tau": 0.2196202576160431,
        "torsion": 0.0,
        "alignment": 0.08014090359210968,
        "S_field": 0.36528876423835754,
        "Gamma_field": 0.4320524334907532,
        "S_over_Gamma": 0.8454732298851013,
        "Da": 27.7349796295166,
        "E_coh": 0.9580137133598328,
        "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": [
          [
            [
              -89.37,
              33.13
            ],
            [
              -89.32,
              33.13
            ],
            [
              -89.31,
              33.12
            ],
            [
              -89.31,
              33.06
            ],
            [
              -89.32,
              33.05
            ],
            [
              -89.36,
              33.05
            ],
            [
              -89.38,
              33.06
            ],
            [
              -89.38,
              33.12
            ],
            [
              -89.37,
              33.13
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "cbb2036f0403e0a8f87a5501bafefcf4d1d937311c1143a000177493b037be00",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.041,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "12ce68c48d5b8f1790592a8bc9e08ea99f9661d70bc4b136342a26c9597ff7ef",
        "signature": {
          "alg": "ed25519",
          "sig": "bf831c6900f5207b24edf700870a4ae59bd7f05904ff4084ef443c41b867f0128654bc34cb3af88688ed2d01f537d18b7d2012ab6c620394d3e2c8495c198e04"
        }
      },
      "receipt_sha256": "12ce68c48d5b8f1790592a8bc9e08ea99f9661d70bc4b136342a26c9597ff7ef"
    },
    {
      "storm_id": "382334",
      "lat": 34.4069,
      "lon": -88.7106,
      "motion_east": 2.0,
      "motion_south": -4.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2650.0,
      "ebshear": 17.0,
      "srh01": 6.0,
      "maxllaz": 0.007,
      "mesh": 0.66,
      "flash_rate": 30.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.6437
        },
        {
          "name": "alignment",
          "value": 0.858
        },
        {
          "name": "tau",
          "value": 2.8208
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0409
      },
      "coherence_score": 2.8208069801330566,
      "coherence_diagnostics": {
        "tau": 2.8208069801330566,
        "grad_tau": 0.29912710189819336,
        "torsion": 0.0,
        "alignment": 0.8580178022384644,
        "S_field": 0.8831425309181213,
        "Gamma_field": 0.4145524203777313,
        "S_over_Gamma": 2.1303517818450928,
        "Da": 26.76422691345215,
        "E_coh": 0.9738888740539551,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.75,
              34.52
            ],
            [
              -88.69,
              34.52
            ],
            [
              -88.66,
              34.48
            ],
            [
              -88.66,
              34.45
            ],
            [
              -88.59,
              34.39
            ],
            [
              -88.59,
              34.36
            ],
            [
              -88.62,
              34.33
            ],
            [
              -88.64,
              34.33
            ],
            [
              -88.68,
              34.31
            ],
            [
              -88.74,
              34.31
            ],
            [
              -88.78,
              34.35
            ],
            [
              -88.79,
              34.35
            ],
            [
              -88.83,
              34.38
            ],
            [
              -88.83,
              34.43
            ],
            [
              -88.77,
              34.48
            ],
            [
              -88.75,
              34.52
            ]
          ]
        ]
      },
      "raw_probability": 0.0409,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "aef1e00a6e7105cf1213333ab3fc2906dd03f7ea204c2e2bfcfa50d28bf23fe3",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0409,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c0af170dc2d9ec934d359370c9ef0e2aaaee92e87a8143a32e530ae8f1da7fc5",
        "signature": {
          "alg": "ed25519",
          "sig": "8bf57edec1c2258c9e40e07b1a37a8c0d74629680886ebf3fbc3c7d70c9a02fefbd7434c81e18883ef6c9bdd346479831f17e76200add472485894b88e7f3808"
        }
      },
      "receipt_sha256": "c0af170dc2d9ec934d359370c9ef0e2aaaee92e87a8143a32e530ae8f1da7fc5"
    },
    {
      "storm_id": "383741",
      "lat": 34.1411,
      "lon": -110.4422,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 471.0,
      "ebshear": 17.0,
      "srh01": 13.0,
      "maxllaz": 0.005,
      "mesh": 0.54,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.5187
        },
        {
          "name": "alignment",
          "value": -0.1076
        },
        {
          "name": "tau",
          "value": 1.1604
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0409
      },
      "coherence_score": 1.1604130268096924,
      "coherence_diagnostics": {
        "tau": 1.1604130268096924,
        "grad_tau": 0.18768565356731415,
        "torsion": 0.0,
        "alignment": -0.10758455097675323,
        "S_field": 1.0327306985855103,
        "Gamma_field": 0.7087190747261047,
        "S_over_Gamma": 1.4571791887283325,
        "Da": 42.50518798828125,
        "E_coh": 0.9933006763458252,
        "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": [
          [
            [
              -110.46,
              34.17
            ],
            [
              -110.42,
              34.17
            ],
            [
              -110.4,
              34.15
            ],
            [
              -110.4,
              34.13
            ],
            [
              -110.43,
              34.1
            ],
            [
              -110.45,
              34.1
            ],
            [
              -110.48,
              34.13
            ],
            [
              -110.48,
              34.15
            ],
            [
              -110.46,
              34.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0409,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "aef1e00a6e7105cf1213333ab3fc2906dd03f7ea204c2e2bfcfa50d28bf23fe3",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0409,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c0af170dc2d9ec934d359370c9ef0e2aaaee92e87a8143a32e530ae8f1da7fc5",
        "signature": {
          "alg": "ed25519",
          "sig": "8bf57edec1c2258c9e40e07b1a37a8c0d74629680886ebf3fbc3c7d70c9a02fefbd7434c81e18883ef6c9bdd346479831f17e76200add472485894b88e7f3808"
        }
      },
      "receipt_sha256": "c0af170dc2d9ec934d359370c9ef0e2aaaee92e87a8143a32e530ae8f1da7fc5"
    },
    {
      "storm_id": "383970",
      "lat": 34.2244,
      "lon": -90.3411,
      "motion_east": 0.0,
      "motion_south": -3.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2961.0,
      "ebshear": 13.0,
      "srh01": 5.0,
      "maxllaz": 0.001,
      "mesh": 0.24,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.5187
        },
        {
          "name": "alignment",
          "value": 0.5143
        },
        {
          "name": "tau",
          "value": 2.4741
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0409
      },
      "coherence_score": 2.474130630493164,
      "coherence_diagnostics": {
        "tau": 2.474130630493164,
        "grad_tau": 0.07514267414808273,
        "torsion": 0.0,
        "alignment": 0.5143146514892578,
        "S_field": 0.8085806965827942,
        "Gamma_field": 0.34621909260749817,
        "S_over_Gamma": 2.3354594707489014,
        "Da": 22.296056747436523,
        "E_coh": 0.9895325899124146,
        "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": [
          [
            [
              -90.34,
              34.26
            ],
            [
              -90.32,
              34.26
            ],
            [
              -90.31,
              34.24
            ],
            [
              -90.31,
              34.2
            ],
            [
              -90.33,
              34.18
            ],
            [
              -90.38,
              34.18
            ],
            [
              -90.38,
              34.2
            ],
            [
              -90.36,
              34.24
            ],
            [
              -90.34,
              34.26
            ]
          ]
        ]
      },
      "raw_probability": 0.0409,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "aef1e00a6e7105cf1213333ab3fc2906dd03f7ea204c2e2bfcfa50d28bf23fe3",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0409,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c0af170dc2d9ec934d359370c9ef0e2aaaee92e87a8143a32e530ae8f1da7fc5",
        "signature": {
          "alg": "ed25519",
          "sig": "8bf57edec1c2258c9e40e07b1a37a8c0d74629680886ebf3fbc3c7d70c9a02fefbd7434c81e18883ef6c9bdd346479831f17e76200add472485894b88e7f3808"
        }
      },
      "receipt_sha256": "c0af170dc2d9ec934d359370c9ef0e2aaaee92e87a8143a32e530ae8f1da7fc5"
    },
    {
      "storm_id": "383781",
      "lat": 31.1562,
      "lon": -81.93,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2960.0,
      "ebshear": 19.0,
      "srh01": 14.0,
      "maxllaz": 0.002,
      "mesh": 0.14,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.1437
        },
        {
          "name": "alignment",
          "value": 3.1442
        },
        {
          "name": "tau",
          "value": 3.9926
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0408
      },
      "coherence_score": 3.992612838745117,
      "coherence_diagnostics": {
        "tau": 3.992612838745117,
        "grad_tau": 0.2530907094478607,
        "torsion": 0.0,
        "alignment": 3.1442270278930664,
        "S_field": 0.956413984298706,
        "Gamma_field": 0.23955240845680237,
        "S_over_Gamma": 3.992504119873047,
        "Da": 15.225611686706543,
        "E_coh": 0.9629011750221252,
        "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": [
          [
            [
              -81.99,
              31.19
            ],
            [
              -81.9,
              31.19
            ],
            [
              -81.88,
              31.18
            ],
            [
              -81.89,
              31.13
            ],
            [
              -81.91,
              31.11
            ],
            [
              -81.93,
              31.11
            ],
            [
              -81.95,
              31.15
            ],
            [
              -81.99,
              31.19
            ]
          ]
        ]
      },
      "raw_probability": 0.0408,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "15d7a47fbf03ef1a2142052690cb262522c1f68ccd4b5b0b2c73e1d49dd188a0",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0408,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "25c4dec0ef73d91bb9266f70c7463dea34f4fa65a8d6bae354b31e3b7fd4f2d5",
        "signature": {
          "alg": "ed25519",
          "sig": "f341cce78268b0c986260fad8f338e10b5731b99bec23f4c70c23381fd70735aa65c6f9a679a106826f68a34a70ad423a57b699e2bb2f1fbe5d387874e0aba07"
        }
      },
      "receipt_sha256": "25c4dec0ef73d91bb9266f70c7463dea34f4fa65a8d6bae354b31e3b7fd4f2d5"
    },
    {
      "storm_id": "383908",
      "lat": 38.0645,
      "lon": -105.3218,
      "motion_east": 2.5,
      "motion_south": 0.4,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 67.0,
      "ebshear": 7.0,
      "srh01": 13.0,
      "maxllaz": 0.002,
      "mesh": 0.14,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.0187
        },
        {
          "name": "alignment",
          "value": -0.9483
        },
        {
          "name": "tau",
          "value": 0.2423
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0407
      },
      "coherence_score": 0.24228981137275696,
      "coherence_diagnostics": {
        "tau": 0.24228981137275696,
        "grad_tau": 0.029889216646552086,
        "torsion": 0.0,
        "alignment": -0.9483135938644409,
        "S_field": 0.05649253726005554,
        "Gamma_field": 0.6962191462516785,
        "S_over_Gamma": 0.0811418890953064,
        "Da": 39.90390396118164,
        "E_coh": 0.8277055621147156,
        "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": [
          [
            [
              -105.32,
              38.1
            ],
            [
              -105.29,
              38.1
            ],
            [
              -105.27,
              38.09
            ],
            [
              -105.27,
              38.03
            ],
            [
              -105.29,
              38.01
            ],
            [
              -105.36,
              38.01
            ],
            [
              -105.37,
              38.02
            ],
            [
              -105.37,
              38.07
            ],
            [
              -105.35,
              38.09
            ],
            [
              -105.33,
              38.09
            ],
            [
              -105.32,
              38.1
            ]
          ]
        ]
      },
      "raw_probability": 0.0407,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "8a2033752a29dbf7fbc19f078ed57aca119facec4717b98bb8fcef615943a56c",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0407,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0cb6a1cd5a0702df3266d96467cb96d47c1b909ce6fff7ee10939777fc8f1ac8",
        "signature": {
          "alg": "ed25519",
          "sig": "88b13b7bddbfb775b5883cc2863758fc607a7a37a3be94eaa9f7b676a515776301ad9fc0ab31af537562c9fa9bf1d99c8d4ccd4e2747eb5a9da1d661ebdc8c07"
        }
      },
      "receipt_sha256": "0cb6a1cd5a0702df3266d96467cb96d47c1b909ce6fff7ee10939777fc8f1ac8"
    },
    {
      "storm_id": "383744",
      "lat": 31.897,
      "lon": -109.977,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1411.0,
      "ebshear": 28.0,
      "srh01": 22.0,
      "maxllaz": 0.005,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.0187
        },
        {
          "name": "alignment",
          "value": 0.3153
        },
        {
          "name": "tau",
          "value": 1.45
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0406
      },
      "coherence_score": 1.4499653577804565,
      "coherence_diagnostics": {
        "tau": 1.4499653577804565,
        "grad_tau": 0.45579275488853455,
        "torsion": 0.0,
        "alignment": 0.3153418302536011,
        "S_field": 0.7841837406158447,
        "Gamma_field": 0.6545524001121521,
        "S_over_Gamma": 1.1980457305908203,
        "Da": 38.94143295288086,
        "E_coh": 0.9657396674156189,
        "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": [
          [
            [
              -110.01,
              31.93
            ],
            [
              -109.96,
              31.93
            ],
            [
              -109.95,
              31.92
            ],
            [
              -109.95,
              31.91
            ],
            [
              -109.93,
              31.89
            ],
            [
              -109.94,
              31.85
            ],
            [
              -109.99,
              31.85
            ],
            [
              -110.01,
              31.87
            ],
            [
              -110.02,
              31.89
            ],
            [
              -110.01,
              31.93
            ]
          ]
        ]
      },
      "raw_probability": 0.0406,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "26d80645d2bdd3269ec6349f00f176e20e2c75ac71ee418ea9794f0c9168d99f",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0406,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2942e65fd462fc5eee84b326109c2b18410c9f01923cdfab5445d24e0b18eef6",
        "signature": {
          "alg": "ed25519",
          "sig": "ddfd6b6199d5685cd6f9442e0c18555c0e75e3c1eb5be4ae785b34bf3cb4b67d0c2b35b99aec4876948126764cb969960105125669fa45566de263a2df4f2c07"
        }
      },
      "receipt_sha256": "2942e65fd462fc5eee84b326109c2b18410c9f01923cdfab5445d24e0b18eef6"
    },
    {
      "storm_id": "383988",
      "lat": 49.0169,
      "lon": -75.8038,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 841.0,
      "ebshear": 36.0,
      "srh01": 23.0,
      "maxllaz": 0.002,
      "mesh": 0.22,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.0187
        },
        {
          "name": "alignment",
          "value": 2.4713
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0406
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.7591298818588257,
        "torsion": 0.0,
        "alignment": 2.4712753295898438,
        "S_field": 0.4138702154159546,
        "Gamma_field": 0.25121909379959106,
        "S_over_Gamma": 1.6474473476409912,
        "Da": 15.737102508544922,
        "E_coh": 0.6764490008354187,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.89,
              49.07
            ],
            [
              -75.81,
              49.07
            ],
            [
              -75.8,
              49.06
            ],
            [
              -75.76,
              49.06
            ],
            [
              -75.72,
              49.03
            ],
            [
              -75.72,
              49.01
            ],
            [
              -75.76,
              48.96
            ],
            [
              -75.78,
              48.95
            ],
            [
              -75.79,
              48.96
            ],
            [
              -75.81,
              48.96
            ],
            [
              -75.86,
              49.0
            ],
            [
              -75.86,
              49.02
            ],
            [
              -75.89,
              49.07
            ]
          ]
        ]
      },
      "raw_probability": 0.0406,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "26d80645d2bdd3269ec6349f00f176e20e2c75ac71ee418ea9794f0c9168d99f",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0406,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2942e65fd462fc5eee84b326109c2b18410c9f01923cdfab5445d24e0b18eef6",
        "signature": {
          "alg": "ed25519",
          "sig": "ddfd6b6199d5685cd6f9442e0c18555c0e75e3c1eb5be4ae785b34bf3cb4b67d0c2b35b99aec4876948126764cb969960105125669fa45566de263a2df4f2c07"
        }
      },
      "receipt_sha256": "2942e65fd462fc5eee84b326109c2b18410c9f01923cdfab5445d24e0b18eef6"
    },
    {
      "storm_id": "384096",
      "lat": 36.1931,
      "lon": -106.2446,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 72.0,
      "ebshear": 9.0,
      "srh01": 7.0,
      "maxllaz": 0.004,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.1437
        },
        {
          "name": "alignment",
          "value": -0.2049
        },
        {
          "name": "tau",
          "value": 0.295
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0406
      },
      "coherence_score": 0.29497963190078735,
      "coherence_diagnostics": {
        "tau": 0.29497963190078735,
        "grad_tau": 0.08245112746953964,
        "torsion": 0.0,
        "alignment": -0.20493125915527344,
        "S_field": 0.12500829994678497,
        "Gamma_field": 0.6553857326507568,
        "S_over_Gamma": 0.19074003398418427,
        "Da": 39.47850799560547,
        "E_coh": 0.7106305956840515,
        "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": [
          [
            [
              -106.26,
              36.23
            ],
            [
              -106.23,
              36.23
            ],
            [
              -106.21,
              36.22
            ],
            [
              -106.23,
              36.19
            ],
            [
              -106.22,
              36.18
            ],
            [
              -106.22,
              36.16
            ],
            [
              -106.23,
              36.15
            ],
            [
              -106.25,
              36.15
            ],
            [
              -106.27,
              36.17
            ],
            [
              -106.26,
              36.18
            ],
            [
              -106.27,
              36.2
            ],
            [
              -106.27,
              36.22
            ],
            [
              -106.26,
              36.23
            ]
          ]
        ]
      },
      "raw_probability": 0.0406,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "26d80645d2bdd3269ec6349f00f176e20e2c75ac71ee418ea9794f0c9168d99f",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0406,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2942e65fd462fc5eee84b326109c2b18410c9f01923cdfab5445d24e0b18eef6",
        "signature": {
          "alg": "ed25519",
          "sig": "ddfd6b6199d5685cd6f9442e0c18555c0e75e3c1eb5be4ae785b34bf3cb4b67d0c2b35b99aec4876948126764cb969960105125669fa45566de263a2df4f2c07"
        }
      },
      "receipt_sha256": "2942e65fd462fc5eee84b326109c2b18410c9f01923cdfab5445d24e0b18eef6"
    },
    {
      "storm_id": "383987",
      "lat": 49.2858,
      "lon": -79.455,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 538.0,
      "ebshear": 26.0,
      "srh01": 24.0,
      "maxllaz": 0.001,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.7687
        },
        {
          "name": "alignment",
          "value": 0.4088
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0405
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5614880323410034,
        "torsion": 0.0,
        "alignment": 0.40877532958984375,
        "S_field": 0.22886550426483154,
        "Gamma_field": 0.3103857636451721,
        "S_over_Gamma": 0.7373582720756531,
        "Da": 18.02954864501953,
        "E_coh": 0.7852306365966797,
        "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": [
          [
            [
              -79.45,
              49.33
            ],
            [
              -79.43,
              49.33
            ],
            [
              -79.42,
              49.32
            ],
            [
              -79.41,
              49.3
            ],
            [
              -79.41,
              49.26
            ],
            [
              -79.42,
              49.26
            ],
            [
              -79.44,
              49.24
            ],
            [
              -79.52,
              49.23
            ],
            [
              -79.52,
              49.25
            ],
            [
              -79.5,
              49.27
            ],
            [
              -79.49,
              49.31
            ],
            [
              -79.45,
              49.33
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "1c3c634d5f544682301a3acaf61a1819d53b973a57289a8a3b764674337b0b1a",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0405,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f4ba51b332c0f7286b6074a20f1fbe560fe309bcd11884138d26f0c24a563187",
        "signature": {
          "alg": "ed25519",
          "sig": "2c7b205453607b20c1ed9090ac747a34a86f94d0f892289a87604ce25ea0f22415d35c16c9c8e88ea86733c6bcb0a6f577ae819b5443ac97d8e4f7990a31e201"
        }
      },
      "receipt_sha256": "f4ba51b332c0f7286b6074a20f1fbe560fe309bcd11884138d26f0c24a563187"
    },
    {
      "storm_id": "384000",
      "lat": 37.6737,
      "lon": -112.8567,
      "motion_east": 3.3,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 652.0,
      "ebshear": 12.0,
      "srh01": 8.0,
      "maxllaz": 0.003,
      "mesh": 0.19,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.5187
        },
        {
          "name": "alignment",
          "value": -0.7245
        },
        {
          "name": "tau",
          "value": 0.2792
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0405
      },
      "coherence_score": 0.2792016863822937,
      "coherence_diagnostics": {
        "tau": 0.2792016863822937,
        "grad_tau": 0.08481080085039139,
        "torsion": 0.0,
        "alignment": -0.7244898676872253,
        "S_field": 0.09765654802322388,
        "Gamma_field": 0.7487190961837769,
        "S_over_Gamma": 0.13043148815631866,
        "Da": 43.46508026123047,
        "E_coh": 0.8470444679260254,
        "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": [
          [
            [
              -112.82,
              37.72
            ],
            [
              -112.82,
              37.71
            ],
            [
              -112.83,
              37.7
            ],
            [
              -112.82,
              37.69
            ],
            [
              -112.82,
              37.68
            ],
            [
              -112.82,
              37.67
            ],
            [
              -112.82,
              37.66
            ],
            [
              -112.83,
              37.65
            ],
            [
              -112.84,
              37.64
            ],
            [
              -112.85,
              37.65
            ],
            [
              -112.86,
              37.64
            ],
            [
              -112.87,
              37.64
            ],
            [
              -112.88,
              37.64
            ],
            [
              -112.89,
              37.64
            ],
            [
              -112.9,
              37.63
            ],
            [
              -112.91,
              37.64
            ],
            [
              -112.91,
              37.65
            ],
            [
              -112.9,
              37.66
            ],
            [
              -112.9,
              37.67
            ],
            [
              -112.9,
              37.68
            ],
            [
              -112.89,
              37.69
            ],
            [
              -112.88,
              37.69
            ],
            [
              -112.87,
              37.68
            ],
            [
              -112.86,
              37.68
            ],
            [
              -112.85,
              37.68
            ],
            [
              -112.84,
              37.69
            ],
            [
              -112.83,
              37.7
            ],
            [
              -112.84,
              37.71
            ],
            [
              -112.83,
              37.71
            ],
            [
              -112.82,
              37.72
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "1c3c634d5f544682301a3acaf61a1819d53b973a57289a8a3b764674337b0b1a",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0405,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f4ba51b332c0f7286b6074a20f1fbe560fe309bcd11884138d26f0c24a563187",
        "signature": {
          "alg": "ed25519",
          "sig": "2c7b205453607b20c1ed9090ac747a34a86f94d0f892289a87604ce25ea0f22415d35c16c9c8e88ea86733c6bcb0a6f577ae819b5443ac97d8e4f7990a31e201"
        }
      },
      "receipt_sha256": "f4ba51b332c0f7286b6074a20f1fbe560fe309bcd11884138d26f0c24a563187"
    },
    {
      "storm_id": "384034",
      "lat": 32.0415,
      "lon": -85.9515,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2053.0,
      "ebshear": 17.0,
      "srh01": 11.0,
      "maxllaz": 0.002,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.2687
        },
        {
          "name": "alignment",
          "value": 0.4827
        },
        {
          "name": "tau",
          "value": 3.4844
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0403
      },
      "coherence_score": 3.484447956085205,
      "coherence_diagnostics": {
        "tau": 3.484447956085205,
        "grad_tau": 0.07011520117521286,
        "torsion": 0.0,
        "alignment": 0.4826549291610718,
        "S_field": 0.5718482732772827,
        "Gamma_field": 0.3770524263381958,
        "S_over_Gamma": 1.5166280269622803,
        "Da": 24.2185115814209,
        "E_coh": 0.9402880668640137,
        "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": [
          [
            [
              -85.98,
              32.08
            ],
            [
              -85.93,
              32.08
            ],
            [
              -85.92,
              32.07
            ],
            [
              -85.93,
              32.06
            ],
            [
              -85.93,
              32.04
            ],
            [
              -85.91,
              32.02
            ],
            [
              -85.91,
              32.0
            ],
            [
              -85.93,
              31.99
            ],
            [
              -85.97,
              31.99
            ],
            [
              -85.99,
              32.0
            ],
            [
              -85.99,
              32.06
            ],
            [
              -86.0,
              32.07
            ],
            [
              -85.98,
              32.08
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "3f6c6421802caa37b51a89fc8e4f381070d4e96371f6f1ede16966eb4dac18fd",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0403,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ad805bd75afb99a6cf84aba1cf20843bab751e8763ee5b7c3255f166af018941",
        "signature": {
          "alg": "ed25519",
          "sig": "e332d415134dd2014207b941885ffa225a3a63826ad5909f6268e60f1f76b6268aac87bbf55c18ff85cb846d84b080c141ec98a57404981ba922022c8911f008"
        }
      },
      "receipt_sha256": "ad805bd75afb99a6cf84aba1cf20843bab751e8763ee5b7c3255f166af018941"
    },
    {
      "storm_id": "381853",
      "lat": 34.3778,
      "lon": -83.4478,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2676.0,
      "ebshear": 19.0,
      "srh01": 16.0,
      "maxllaz": 0.003,
      "mesh": 0.15,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.0187
        },
        {
          "name": "alignment",
          "value": 1.0042
        },
        {
          "name": "tau",
          "value": 4.5964
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0402
      },
      "coherence_score": 4.596372604370117,
      "coherence_diagnostics": {
        "tau": 4.596372604370117,
        "grad_tau": 0.2888272702693939,
        "torsion": 0.0,
        "alignment": 1.0041978359222412,
        "S_field": 1.597711205482483,
        "Gamma_field": 0.2403857409954071,
        "S_over_Gamma": 6.646447658538818,
        "Da": 14.89549446105957,
        "E_coh": 0.9752698540687561,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.47,
              34.42
            ],
            [
              -83.43,
              34.42
            ],
            [
              -83.4,
              34.39
            ],
            [
              -83.4,
              34.36
            ],
            [
              -83.42,
              34.33
            ],
            [
              -83.46,
              34.32
            ],
            [
              -83.49,
              34.34
            ],
            [
              -83.49,
              34.4
            ],
            [
              -83.47,
              34.42
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "c2fb7337a35d0d1306a2c06c1db6b046d37de2339c3b86c1a30bb5533064c26a",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0402,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "62c3140113dcbbfecf25cf1f3cbbc4c568eca6e1ecfe10be026336bdb8f18667",
        "signature": {
          "alg": "ed25519",
          "sig": "b4424a835e068a2f6bea9d719eab1492e8819d65e1866fd8680652e76b6456c539be0da15078f7693bae1042d52ef385822e53f8a342f6c85e77dda23681770c"
        }
      },
      "receipt_sha256": "62c3140113dcbbfecf25cf1f3cbbc4c568eca6e1ecfe10be026336bdb8f18667"
    },
    {
      "storm_id": "383859",
      "lat": 47.9431,
      "lon": -96.6731,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 17.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.7687
        },
        {
          "name": "alignment",
          "value": 1.556
        },
        {
          "name": "tau",
          "value": 0.4601
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.04
      },
      "coherence_score": 0.46014735102653503,
      "coherence_diagnostics": {
        "tau": 0.46014735102653503,
        "grad_tau": 0.19079412519931793,
        "torsion": 0.0,
        "alignment": 1.5559883117675781,
        "S_field": 0.14265185594558716,
        "Gamma_field": 0.3470524549484253,
        "S_over_Gamma": 0.4110383093357086,
        "Da": 20.48350715637207,
        "E_coh": 0.12542937695980072,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.66,
              48.0
            ],
            [
              -96.62,
              47.96
            ],
            [
              -96.62,
              47.92
            ],
            [
              -96.64,
              47.9
            ],
            [
              -96.66,
              47.9
            ],
            [
              -96.67,
              47.89
            ],
            [
              -96.68,
              47.9
            ],
            [
              -96.7,
              47.9
            ],
            [
              -96.73,
              47.95
            ],
            [
              -96.73,
              47.96
            ],
            [
              -96.7,
              47.99
            ],
            [
              -96.68,
              47.99
            ],
            [
              -96.66,
              48.0
            ]
          ]
        ]
      },
      "raw_probability": 0.04,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "62e8a630de23ba07e29647a6b9eeaf499d8da6e0888099f8742178996baceb9b",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.04,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7a788224a631ef484eced7d0bf6c8195aa64147b866430f626dc27aa2b53f56f",
        "signature": {
          "alg": "ed25519",
          "sig": "cdc9b04b48e5c941da9794c743c325d9e81670f4ed6aa8ee464b9cdce395bd9c0cfe355d3ebb6f9803be2ce7ddb5bc0b9de1b366517470e84f393d63108b510b"
        }
      },
      "receipt_sha256": "7a788224a631ef484eced7d0bf6c8195aa64147b866430f626dc27aa2b53f56f"
    },
    {
      "storm_id": "383742",
      "lat": 33.4056,
      "lon": -89.6475,
      "motion_east": 0.0,
      "motion_south": 0.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3182.0,
      "ebshear": 18.0,
      "srh01": 24.0,
      "maxllaz": 0.004,
      "mesh": 0.82,
      "flash_rate": 13.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.2687
        },
        {
          "name": "alignment",
          "value": 0.0801
        },
        {
          "name": "tau",
          "value": 2.4067
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0395
      },
      "coherence_score": 2.40673828125,
      "coherence_diagnostics": {
        "tau": 2.40673828125,
        "grad_tau": 0.2196202576160431,
        "torsion": 0.0,
        "alignment": 0.08014090359210968,
        "S_field": 0.36528876423835754,
        "Gamma_field": 0.4320524334907532,
        "S_over_Gamma": 0.8454732298851013,
        "Da": 27.7349796295166,
        "E_coh": 0.9580137133598328,
        "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": [
          [
            [
              -89.61,
              33.5
            ],
            [
              -89.56,
              33.5
            ],
            [
              -89.54,
              33.49
            ],
            [
              -89.53,
              33.47
            ],
            [
              -89.53,
              33.41
            ],
            [
              -89.58,
              33.38
            ],
            [
              -89.63,
              33.37
            ],
            [
              -89.68,
              33.32
            ],
            [
              -89.7,
              33.32
            ],
            [
              -89.72,
              33.3
            ],
            [
              -89.76,
              33.3
            ],
            [
              -89.76,
              33.37
            ],
            [
              -89.74,
              33.39
            ],
            [
              -89.74,
              33.4
            ],
            [
              -89.67,
              33.47
            ],
            [
              -89.61,
              33.5
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "8c02dd19e197e720265c145abe152a4226a1095870d8d2a9bba4f4e801b99261",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0395,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ef8efa1c6fa6921c3874d6639bfb7374429f5bcf54ffb03ca391e110ac7359d2",
        "signature": {
          "alg": "ed25519",
          "sig": "0e851ae0ed57216f9052537e67815d22c643025bac792add9706c82ea734e939b0fcc85104e835109dcdad59a1d38725858dd50cd21fc1682b322834ee87ab0e"
        }
      },
      "receipt_sha256": "ef8efa1c6fa6921c3874d6639bfb7374429f5bcf54ffb03ca391e110ac7359d2"
    },
    {
      "storm_id": "383751",
      "lat": 30.4309,
      "lon": -115.0309,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 795.0,
      "ebshear": 18.0,
      "srh01": 25.0,
      "maxllaz": 0.001,
      "mesh": 0.47,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.6437
        },
        {
          "name": "alignment",
          "value": -0.3944
        },
        {
          "name": "tau",
          "value": 0.5578
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0395
      },
      "coherence_score": 0.5577593445777893,
      "coherence_diagnostics": {
        "tau": 0.5577593445777893,
        "grad_tau": 0.075811468064785,
        "torsion": 0.0,
        "alignment": -0.3943983018398285,
        "S_field": 0.08497101068496704,
        "Gamma_field": 0.16205240786075592,
        "S_over_Gamma": 0.5243427753448486,
        "Da": 9.912096977233887,
        "E_coh": 0.42719075083732605,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -115.03,
              30.47
            ],
            [
              -115.0,
              30.47
            ],
            [
              -115.01,
              30.44
            ],
            [
              -114.97,
              30.4
            ],
            [
              -114.99,
              30.39
            ],
            [
              -115.04,
              30.39
            ],
            [
              -115.08,
              30.41
            ],
            [
              -115.08,
              30.42
            ],
            [
              -115.06,
              30.44
            ],
            [
              -115.05,
              30.44
            ],
            [
              -115.03,
              30.47
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "8c02dd19e197e720265c145abe152a4226a1095870d8d2a9bba4f4e801b99261",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0395,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ef8efa1c6fa6921c3874d6639bfb7374429f5bcf54ffb03ca391e110ac7359d2",
        "signature": {
          "alg": "ed25519",
          "sig": "0e851ae0ed57216f9052537e67815d22c643025bac792add9706c82ea734e939b0fcc85104e835109dcdad59a1d38725858dd50cd21fc1682b322834ee87ab0e"
        }
      },
      "receipt_sha256": "ef8efa1c6fa6921c3874d6639bfb7374429f5bcf54ffb03ca391e110ac7359d2"
    },
    {
      "storm_id": "383921",
      "lat": 33.0306,
      "lon": -89.8806,
      "motion_east": 1.0,
      "motion_south": 0.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3004.0,
      "ebshear": 15.0,
      "srh01": 6.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.2687
        },
        {
          "name": "alignment",
          "value": 0.0801
        },
        {
          "name": "tau",
          "value": 2.4067
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0395
      },
      "coherence_score": 2.40673828125,
      "coherence_diagnostics": {
        "tau": 2.40673828125,
        "grad_tau": 0.2196202576160431,
        "torsion": 0.0,
        "alignment": 0.08014090359210968,
        "S_field": 0.36528876423835754,
        "Gamma_field": 0.4320524334907532,
        "S_over_Gamma": 0.8454732298851013,
        "Da": 27.7349796295166,
        "E_coh": 0.9580137133598328,
        "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": [
          [
            [
              -89.85,
              33.08
            ],
            [
              -89.85,
              33.07
            ],
            [
              -89.86,
              33.07
            ],
            [
              -89.87,
              33.06
            ],
            [
              -89.86,
              33.05
            ],
            [
              -89.85,
              33.04
            ],
            [
              -89.85,
              33.03
            ],
            [
              -89.84,
              33.02
            ],
            [
              -89.84,
              33.01
            ],
            [
              -89.85,
              33.0
            ],
            [
              -89.86,
              33.0
            ],
            [
              -89.87,
              33.0
            ],
            [
              -89.88,
              32.99
            ],
            [
              -89.89,
              32.99
            ],
            [
              -89.9,
              32.99
            ],
            [
              -89.91,
              32.99
            ],
            [
              -89.92,
              32.99
            ],
            [
              -89.93,
              32.99
            ],
            [
              -89.93,
              33.0
            ],
            [
              -89.93,
              33.01
            ],
            [
              -89.93,
              33.02
            ],
            [
              -89.92,
              33.03
            ],
            [
              -89.91,
              33.04
            ],
            [
              -89.9,
              33.04
            ],
            [
              -89.89,
              33.04
            ],
            [
              -89.88,
              33.05
            ],
            [
              -89.87,
              33.06
            ],
            [
              -89.88,
              33.07
            ],
            [
              -89.87,
              33.07
            ],
            [
              -89.86,
              33.07
            ],
            [
              -89.85,
              33.08
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "8c02dd19e197e720265c145abe152a4226a1095870d8d2a9bba4f4e801b99261",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0395,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ef8efa1c6fa6921c3874d6639bfb7374429f5bcf54ffb03ca391e110ac7359d2",
        "signature": {
          "alg": "ed25519",
          "sig": "0e851ae0ed57216f9052537e67815d22c643025bac792add9706c82ea734e939b0fcc85104e835109dcdad59a1d38725858dd50cd21fc1682b322834ee87ab0e"
        }
      },
      "receipt_sha256": "ef8efa1c6fa6921c3874d6639bfb7374429f5bcf54ffb03ca391e110ac7359d2"
    },
    {
      "storm_id": "382953",
      "lat": 36.605,
      "lon": -112.14,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 517.0,
      "ebshear": 17.0,
      "srh01": 18.0,
      "maxllaz": 0.004,
      "mesh": 0.26,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 18.6437
        },
        {
          "name": "alignment",
          "value": 3.3784
        },
        {
          "name": "tau",
          "value": 0.4306
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0393
      },
      "coherence_score": 0.4305582046508789,
      "coherence_diagnostics": {
        "tau": 0.4305582046508789,
        "grad_tau": 0.11491432040929794,
        "torsion": 0.0,
        "alignment": 3.378387451171875,
        "S_field": 0.19413204491138458,
        "Gamma_field": 0.5970523953437805,
        "S_over_Gamma": 0.3251507580280304,
        "Da": 34.34257888793945,
        "E_coh": 0.7543407678604126,
        "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": [
          [
            [
              -112.17,
              36.66
            ],
            [
              -112.13,
              36.65
            ],
            [
              -112.13,
              36.64
            ],
            [
              -112.11,
              36.63
            ],
            [
              -112.09,
              36.6
            ],
            [
              -112.09,
              36.58
            ],
            [
              -112.11,
              36.54
            ],
            [
              -112.13,
              36.53
            ],
            [
              -112.16,
              36.53
            ],
            [
              -112.2,
              36.59
            ],
            [
              -112.19,
              36.65
            ],
            [
              -112.17,
              36.66
            ]
          ]
        ]
      },
      "raw_probability": 0.0393,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "d951db0004bbc471035dfac6dd53b34e7f0e8f84a1bcd407db9d5dc5ac7901a8",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0393,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "96edafe3642970fa4bd6e922a0de5f9dfbeb756865f564a21776d7b7d19d975a",
        "signature": {
          "alg": "ed25519",
          "sig": "1406a2fdfa77a946e9864424bad1dfc26d7c8f6df54c41bb9db53cca539013571ab1a89edf78e21109cbb7d8c93fabcc0c5f53326fb844ef82ae21611ca7b401"
        }
      },
      "receipt_sha256": "96edafe3642970fa4bd6e922a0de5f9dfbeb756865f564a21776d7b7d19d975a"
    },
    {
      "storm_id": "383184",
      "lat": 39.4857,
      "lon": -103.4387,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 827.0,
      "ebshear": 33.0,
      "srh01": 11.0,
      "maxllaz": 0.004,
      "mesh": 0.12,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.1437
        },
        {
          "name": "alignment",
          "value": 1.3649
        },
        {
          "name": "tau",
          "value": 0.3187
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0393
      },
      "coherence_score": 0.3186841607093811,
      "coherence_diagnostics": {
        "tau": 0.3186841607093811,
        "grad_tau": 0.024952499195933342,
        "torsion": 0.0,
        "alignment": 1.3649303913116455,
        "S_field": 0.11254490911960602,
        "Gamma_field": 0.7687191367149353,
        "S_over_Gamma": 0.14640575647354126,
        "Da": 46.97709655761719,
        "E_coh": 0.033740900456905365,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.39,
              39.57
            ],
            [
              -103.37,
              39.57
            ],
            [
              -103.36,
              39.56
            ],
            [
              -103.36,
              39.52
            ],
            [
              -103.37,
              39.51
            ],
            [
              -103.41,
              39.51
            ],
            [
              -103.43,
              39.49
            ],
            [
              -103.42,
              39.47
            ],
            [
              -103.42,
              39.4
            ],
            [
              -103.46,
              39.36
            ],
            [
              -103.49,
              39.36
            ],
            [
              -103.51,
              39.37
            ],
            [
              -103.53,
              39.41
            ],
            [
              -103.53,
              39.44
            ],
            [
              -103.52,
              39.45
            ],
            [
              -103.51,
              39.49
            ],
            [
              -103.5,
              39.5
            ],
            [
              -103.46,
              39.5
            ],
            [
              -103.45,
              39.51
            ],
            [
              -103.41,
              39.52
            ],
            [
              -103.4,
              39.53
            ],
            [
              -103.4,
              39.56
            ],
            [
              -103.39,
              39.57
            ]
          ]
        ]
      },
      "raw_probability": 0.0393,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "d951db0004bbc471035dfac6dd53b34e7f0e8f84a1bcd407db9d5dc5ac7901a8",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0393,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "96edafe3642970fa4bd6e922a0de5f9dfbeb756865f564a21776d7b7d19d975a",
        "signature": {
          "alg": "ed25519",
          "sig": "1406a2fdfa77a946e9864424bad1dfc26d7c8f6df54c41bb9db53cca539013571ab1a89edf78e21109cbb7d8c93fabcc0c5f53326fb844ef82ae21611ca7b401"
        }
      },
      "receipt_sha256": "96edafe3642970fa4bd6e922a0de5f9dfbeb756865f564a21776d7b7d19d975a"
    },
    {
      "storm_id": "384097",
      "lat": 36.195,
      "lon": -104.845,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 214.0,
      "ebshear": 20.0,
      "srh01": 23.0,
      "maxllaz": 0.001,
      "mesh": 0.23,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 18.5187
        },
        {
          "name": "alignment",
          "value": 0.3849
        },
        {
          "name": "tau",
          "value": 0.198
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0393
      },
      "coherence_score": 0.19799107313156128,
      "coherence_diagnostics": {
        "tau": 0.19799107313156128,
        "grad_tau": 0.029077021405100822,
        "torsion": 0.0,
        "alignment": 0.38487255573272705,
        "S_field": 0.07993631064891815,
        "Gamma_field": 0.8153857588768005,
        "S_over_Gamma": 0.09803496301174164,
        "Da": 49.5539436340332,
        "E_coh": 0.38151076436042786,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -104.84,
              36.23
            ],
            [
              -104.81,
              36.21
            ],
            [
              -104.81,
              36.18
            ],
            [
              -104.83,
              36.16
            ],
            [
              -104.87,
              36.16
            ],
            [
              -104.88,
              36.17
            ],
            [
              -104.88,
              36.22
            ],
            [
              -104.84,
              36.23
            ]
          ]
        ]
      },
      "raw_probability": 0.0393,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "d951db0004bbc471035dfac6dd53b34e7f0e8f84a1bcd407db9d5dc5ac7901a8",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0393,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "96edafe3642970fa4bd6e922a0de5f9dfbeb756865f564a21776d7b7d19d975a",
        "signature": {
          "alg": "ed25519",
          "sig": "1406a2fdfa77a946e9864424bad1dfc26d7c8f6df54c41bb9db53cca539013571ab1a89edf78e21109cbb7d8c93fabcc0c5f53326fb844ef82ae21611ca7b401"
        }
      },
      "receipt_sha256": "96edafe3642970fa4bd6e922a0de5f9dfbeb756865f564a21776d7b7d19d975a"
    },
    {
      "storm_id": "382797",
      "lat": 33.655,
      "lon": -92.263,
      "motion_east": 0.0,
      "motion_south": -2.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2241.0,
      "ebshear": 12.0,
      "srh01": 1.0,
      "maxllaz": 0.001,
      "mesh": 0.2,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.1437
        },
        {
          "name": "alignment",
          "value": 0.6897
        },
        {
          "name": "tau",
          "value": 2.1396
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0392
      },
      "coherence_score": 2.139645576477051,
      "coherence_diagnostics": {
        "tau": 2.139645576477051,
        "grad_tau": 0.307130366563797,
        "torsion": 0.0,
        "alignment": 0.6897445917129517,
        "S_field": 0.9238404631614685,
        "Gamma_field": 0.41038578748703003,
        "S_over_Gamma": 2.2511513233184814,
        "Da": 26.594587326049805,
        "E_coh": 0.9973711967468262,
        "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": [
          [
            [
              -92.28,
              33.7
            ],
            [
              -92.25,
              33.7
            ],
            [
              -92.23,
              33.68
            ],
            [
              -92.22,
              33.63
            ],
            [
              -92.23,
              33.62
            ],
            [
              -92.25,
              33.62
            ],
            [
              -92.29,
              33.6
            ],
            [
              -92.3,
              33.62
            ],
            [
              -92.3,
              33.68
            ],
            [
              -92.28,
              33.7
            ]
          ]
        ]
      },
      "raw_probability": 0.0392,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "be66b5aa5bec011717e1d6dc9525e76476ba3aaef060d76547b267c5891fc69f",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0392,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5674423f1c231bfbea55df5c8abf049cf4d59a783f73fad9349aaf76bf95f271",
        "signature": {
          "alg": "ed25519",
          "sig": "d14717ca3e94e6e48461a8ea8cd92a3a1fd93eb3823732d66be3f5ee1143b51f9ba0d7d2825e51104fb682ef609c94364f7b4963d151a62432852713f70eba09"
        }
      },
      "receipt_sha256": "5674423f1c231bfbea55df5c8abf049cf4d59a783f73fad9349aaf76bf95f271"
    },
    {
      "storm_id": "383917",
      "lat": 34.1292,
      "lon": -92.3033,
      "motion_east": 0.8,
      "motion_south": -1.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2023.0,
      "ebshear": 12.0,
      "srh01": 3.0,
      "maxllaz": 0.001,
      "mesh": 0.23,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.1437
        },
        {
          "name": "alignment",
          "value": 0.6897
        },
        {
          "name": "tau",
          "value": 2.1396
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0392
      },
      "coherence_score": 2.139645576477051,
      "coherence_diagnostics": {
        "tau": 2.139645576477051,
        "grad_tau": 0.307130366563797,
        "torsion": 0.0,
        "alignment": 0.6897445917129517,
        "S_field": 0.9238404631614685,
        "Gamma_field": 0.41038578748703003,
        "S_over_Gamma": 2.2511513233184814,
        "Da": 26.594587326049805,
        "E_coh": 0.9973711967468262,
        "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": [
          [
            [
              -92.3,
              34.17
            ],
            [
              -92.29,
              34.15
            ],
            [
              -92.28,
              34.16
            ],
            [
              -92.27,
              34.15
            ],
            [
              -92.25,
              34.11
            ],
            [
              -92.29,
              34.06
            ],
            [
              -92.32,
              34.06
            ],
            [
              -92.34,
              34.08
            ],
            [
              -92.35,
              34.14
            ],
            [
              -92.34,
              34.15
            ],
            [
              -92.31,
              34.15
            ],
            [
              -92.3,
              34.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0392,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "be66b5aa5bec011717e1d6dc9525e76476ba3aaef060d76547b267c5891fc69f",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0392,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5674423f1c231bfbea55df5c8abf049cf4d59a783f73fad9349aaf76bf95f271",
        "signature": {
          "alg": "ed25519",
          "sig": "d14717ca3e94e6e48461a8ea8cd92a3a1fd93eb3823732d66be3f5ee1143b51f9ba0d7d2825e51104fb682ef609c94364f7b4963d151a62432852713f70eba09"
        }
      },
      "receipt_sha256": "5674423f1c231bfbea55df5c8abf049cf4d59a783f73fad9349aaf76bf95f271"
    },
    {
      "storm_id": "384099",
      "lat": 35.7746,
      "lon": -111.8931,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 470.0,
      "ebshear": 14.0,
      "srh01": 7.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.1437
        },
        {
          "name": "alignment",
          "value": 1.9576
        },
        {
          "name": "tau",
          "value": 0.6627
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0392
      },
      "coherence_score": 0.6626710295677185,
      "coherence_diagnostics": {
        "tau": 0.6626710295677185,
        "grad_tau": 0.30323630571365356,
        "torsion": 0.0,
        "alignment": 1.95755136013031,
        "S_field": 0.19090405106544495,
        "Gamma_field": 0.9245524406433105,
        "S_over_Gamma": 0.2064826637506485,
        "Da": 55.15752029418945,
        "E_coh": 0.8358610272407532,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.89,
              35.85
            ],
            [
              -111.83,
              35.82
            ],
            [
              -111.83,
              35.77
            ],
            [
              -111.84,
              35.75
            ],
            [
              -111.86,
              35.74
            ],
            [
              -111.88,
              35.74
            ],
            [
              -111.89,
              35.73
            ],
            [
              -111.94,
              35.73
            ],
            [
              -111.95,
              35.74
            ],
            [
              -111.95,
              35.76
            ],
            [
              -111.93,
              35.78
            ],
            [
              -111.93,
              35.81
            ],
            [
              -111.89,
              35.85
            ]
          ]
        ]
      },
      "raw_probability": 0.0392,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "be66b5aa5bec011717e1d6dc9525e76476ba3aaef060d76547b267c5891fc69f",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0392,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5674423f1c231bfbea55df5c8abf049cf4d59a783f73fad9349aaf76bf95f271",
        "signature": {
          "alg": "ed25519",
          "sig": "d14717ca3e94e6e48461a8ea8cd92a3a1fd93eb3823732d66be3f5ee1143b51f9ba0d7d2825e51104fb682ef609c94364f7b4963d151a62432852713f70eba09"
        }
      },
      "receipt_sha256": "5674423f1c231bfbea55df5c8abf049cf4d59a783f73fad9349aaf76bf95f271"
    },
    {
      "storm_id": "383146",
      "lat": 39.9943,
      "lon": -103.4471,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1420.0,
      "ebshear": 35.0,
      "srh01": 10.0,
      "maxllaz": 0.006,
      "mesh": 0.17,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.1437
        },
        {
          "name": "alignment",
          "value": 1.3649
        },
        {
          "name": "tau",
          "value": 0.3187
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0391
      },
      "coherence_score": 0.3186841607093811,
      "coherence_diagnostics": {
        "tau": 0.3186841607093811,
        "grad_tau": 0.024952499195933342,
        "torsion": 0.0,
        "alignment": 1.3649303913116455,
        "S_field": 0.11254490911960602,
        "Gamma_field": 0.7687191367149353,
        "S_over_Gamma": 0.14640575647354126,
        "Da": 46.97709655761719,
        "E_coh": 0.033740900456905365,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.46,
              40.02
            ],
            [
              -103.43,
              40.02
            ],
            [
              -103.41,
              40.0
            ],
            [
              -103.41,
              39.93
            ],
            [
              -103.48,
              39.97
            ],
            [
              -103.48,
              40.0
            ],
            [
              -103.46,
              40.02
            ]
          ]
        ]
      },
      "raw_probability": 0.0391,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "e065b09cb26a52a10a637e6c1dc4593f80b91ba4751471dfe46a097adf9d7492",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0391,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "60fede7ff3f9826bc93fa6ce2672f21ef834b5cebaa9216e5cbb7134f5caeeab",
        "signature": {
          "alg": "ed25519",
          "sig": "feaeb3b95e7d4aedd2a9bb0440c5a02133dfca311cc774418028f0fdcef73d634034c4fb55d2365f3e9bf2b982e487fe5c20103d47892d424d2e76ab0d98e501"
        }
      },
      "receipt_sha256": "60fede7ff3f9826bc93fa6ce2672f21ef834b5cebaa9216e5cbb7134f5caeeab"
    },
    {
      "storm_id": "384014",
      "lat": 26.74,
      "lon": -81.77,
      "motion_east": -1.0,
      "motion_south": -1.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4068.0,
      "ebshear": 12.0,
      "srh01": 29.0,
      "maxllaz": 0.002,
      "mesh": 0.37,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.7687
        },
        {
          "name": "alignment",
          "value": 2.0326
        },
        {
          "name": "tau",
          "value": 3.2231
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0389
      },
      "coherence_score": 3.223104476928711,
      "coherence_diagnostics": {
        "tau": 3.223104476928711,
        "grad_tau": 0.9306084513664246,
        "torsion": 0.0,
        "alignment": 2.0325820446014404,
        "S_field": 0.9957563877105713,
        "Gamma_field": 0.3187190890312195,
        "S_over_Gamma": 3.1242446899414062,
        "Da": 19.265256881713867,
        "E_coh": 0.9227468967437744,
        "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": [
          [
            [
              -81.8,
              26.78
            ],
            [
              -81.7,
              26.78
            ],
            [
              -81.71,
              26.73
            ],
            [
              -81.75,
              26.7
            ],
            [
              -81.8,
              26.7
            ],
            [
              -81.78,
              26.71
            ],
            [
              -81.78,
              26.72
            ],
            [
              -81.81,
              26.76
            ],
            [
              -81.8,
              26.78
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "a163ea31ff445f5a601d46e720a4d30132b3e482d8fef4399bc1668f4f867fce",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0389,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1eba272f080a8f5eb762737b8d71b35e2592e55cb7c0f448c915da601bdcaf6d",
        "signature": {
          "alg": "ed25519",
          "sig": "459793c56c278e719a3df1be134ab8f06e698ea58718f0b83ce8ed438aeb19e29f17481abf22bf549f6dbdad9165749fd3ca6faf87d54c613876187de5a17503"
        }
      },
      "receipt_sha256": "1eba272f080a8f5eb762737b8d71b35e2592e55cb7c0f448c915da601bdcaf6d"
    },
    {
      "storm_id": "384107",
      "lat": 33.0364,
      "lon": -83.1345,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2164.0,
      "ebshear": 18.0,
      "srh01": 23.0,
      "maxllaz": 0.004,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.3937
        },
        {
          "name": "alignment",
          "value": -0.1605
        },
        {
          "name": "tau",
          "value": 3.9781
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0389
      },
      "coherence_score": 3.9780569076538086,
      "coherence_diagnostics": {
        "tau": 3.9780569076538086,
        "grad_tau": 0.12531094253063202,
        "torsion": 0.0,
        "alignment": -0.16049881279468536,
        "S_field": 1.1222492456436157,
        "Gamma_field": 0.32038575410842896,
        "S_over_Gamma": 3.5028064250946045,
        "Da": 19.776018142700195,
        "E_coh": 0.9749125242233276,
        "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": [
          [
            [
              -83.15,
              33.06
            ],
            [
              -83.11,
              33.06
            ],
            [
              -83.1,
              33.05
            ],
            [
              -83.08,
              33.05
            ],
            [
              -83.08,
              33.02
            ],
            [
              -83.11,
              32.99
            ],
            [
              -83.16,
              32.99
            ],
            [
              -83.19,
              33.02
            ],
            [
              -83.19,
              33.05
            ],
            [
              -83.16,
              33.05
            ],
            [
              -83.15,
              33.06
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "a163ea31ff445f5a601d46e720a4d30132b3e482d8fef4399bc1668f4f867fce",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0389,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1eba272f080a8f5eb762737b8d71b35e2592e55cb7c0f448c915da601bdcaf6d",
        "signature": {
          "alg": "ed25519",
          "sig": "459793c56c278e719a3df1be134ab8f06e698ea58718f0b83ce8ed438aeb19e29f17481abf22bf549f6dbdad9165749fd3ca6faf87d54c613876187de5a17503"
        }
      },
      "receipt_sha256": "1eba272f080a8f5eb762737b8d71b35e2592e55cb7c0f448c915da601bdcaf6d"
    },
    {
      "storm_id": "384065",
      "lat": 34.5589,
      "lon": -107.8044,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 322.0,
      "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": 19.0187
        },
        {
          "name": "alignment",
          "value": -0.8614
        },
        {
          "name": "tau",
          "value": 0.5588
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0386
      },
      "coherence_score": 0.5588108897209167,
      "coherence_diagnostics": {
        "tau": 0.5588108897209167,
        "grad_tau": 0.17965902388095856,
        "torsion": 0.0,
        "alignment": -0.8614366054534912,
        "S_field": 0.20727121829986572,
        "Gamma_field": 0.5487191081047058,
        "S_over_Gamma": 0.37773647904396057,
        "Da": 33.93586349487305,
        "E_coh": 0.8601589798927307,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.8,
              34.6
            ],
            [
              -107.78,
              34.6
            ],
            [
              -107.76,
              34.53
            ],
            [
              -107.77,
              34.52
            ],
            [
              -107.85,
              34.53
            ],
            [
              -107.84,
              34.55
            ],
            [
              -107.83,
              34.54
            ],
            [
              -107.81,
              34.56
            ],
            [
              -107.8,
              34.6
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "88e8a21d4affa14202c33373b3b88edce5e7892dbc078989678c089598a1a105",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0386,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a0ca6f01cba322c7ab1d4c0226a251d65f7688ac8becefa1f5d1fab24cac3d5e",
        "signature": {
          "alg": "ed25519",
          "sig": "5e46577053c8ad575b965134dfd1bf4cb23de1a036970d9578ec2c0503c44f181e4765d671133ecb00beaaac4e94bb251c956111d6c966b78b832f282b5a710c"
        }
      },
      "receipt_sha256": "a0ca6f01cba322c7ab1d4c0226a251d65f7688ac8becefa1f5d1fab24cac3d5e"
    },
    {
      "storm_id": "384070",
      "lat": 30.7912,
      "lon": -82.7788,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2342.0,
      "ebshear": 16.0,
      "srh01": 16.0,
      "maxllaz": 0.003,
      "mesh": 0.18,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.2687
        },
        {
          "name": "alignment",
          "value": 2.7186
        },
        {
          "name": "tau",
          "value": 4.072
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0386
      },
      "coherence_score": 4.071951866149902,
      "coherence_diagnostics": {
        "tau": 4.071951866149902,
        "grad_tau": 0.1222258061170578,
        "torsion": 0.0,
        "alignment": 2.7185988426208496,
        "S_field": 1.0149978399276733,
        "Gamma_field": 0.2470524162054062,
        "S_over_Gamma": 4.108431339263916,
        "Da": 15.616466522216797,
        "E_coh": 0.9774162769317627,
        "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": [
          [
            [
              -82.77,
              30.83
            ],
            [
              -82.76,
              30.83
            ],
            [
              -82.75,
              30.76
            ],
            [
              -82.76,
              30.75
            ],
            [
              -82.82,
              30.75
            ],
            [
              -82.82,
              30.77
            ],
            [
              -82.78,
              30.81
            ],
            [
              -82.77,
              30.83
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "88e8a21d4affa14202c33373b3b88edce5e7892dbc078989678c089598a1a105",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0386,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a0ca6f01cba322c7ab1d4c0226a251d65f7688ac8becefa1f5d1fab24cac3d5e",
        "signature": {
          "alg": "ed25519",
          "sig": "5e46577053c8ad575b965134dfd1bf4cb23de1a036970d9578ec2c0503c44f181e4765d671133ecb00beaaac4e94bb251c956111d6c966b78b832f282b5a710c"
        }
      },
      "receipt_sha256": "a0ca6f01cba322c7ab1d4c0226a251d65f7688ac8becefa1f5d1fab24cac3d5e"
    },
    {
      "storm_id": "383012",
      "lat": 30.083,
      "lon": -90.674,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3728.0,
      "ebshear": 8.0,
      "srh01": 23.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 62.5187
        },
        {
          "name": "alignment",
          "value": 1.9662
        },
        {
          "name": "tau",
          "value": 2.7977
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0385
      },
      "coherence_score": 2.7976953983306885,
      "coherence_diagnostics": {
        "tau": 2.7976953983306885,
        "grad_tau": 0.3726671636104584,
        "torsion": 0.0,
        "alignment": 1.9661672115325928,
        "S_field": 0.7398314476013184,
        "Gamma_field": 0.24371908605098724,
        "S_over_Gamma": 3.035590887069702,
        "Da": 14.565899848937988,
        "E_coh": 0.9228917360305786,
        "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": [
          [
            [
              -90.69,
              30.11
            ],
            [
              -90.66,
              30.11
            ],
            [
              -90.65,
              30.1
            ],
            [
              -90.64,
              30.08
            ],
            [
              -90.64,
              30.06
            ],
            [
              -90.65,
              30.05
            ],
            [
              -90.7,
              30.05
            ],
            [
              -90.71,
              30.06
            ],
            [
              -90.71,
              30.1
            ],
            [
              -90.69,
              30.11
            ]
          ]
        ]
      },
      "raw_probability": 0.0385,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "efe2d448eccac39d988c82b9d4bc6ff2f99b1320455037b8bb898a0adedc81a0",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0385,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "807374ab8398622f889f31e3101df47c7bff9a600e3fa771962ffbd73b0088ba",
        "signature": {
          "alg": "ed25519",
          "sig": "80d97cae8b72a5be714c16452123b378e460e737ae1b48fd8f2cd17f4e646c5b14398a0f59295b8eb2ca5f6fefa3bbe65731e57e66697edfbcbf48a85e794407"
        }
      },
      "receipt_sha256": "807374ab8398622f889f31e3101df47c7bff9a600e3fa771962ffbd73b0088ba"
    },
    {
      "storm_id": "382792",
      "lat": 35.9411,
      "lon": -111.8789,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 613.0,
      "ebshear": 17.0,
      "srh01": 11.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.7687
        },
        {
          "name": "alignment",
          "value": -1.9402
        },
        {
          "name": "tau",
          "value": 0.529
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0384
      },
      "coherence_score": 0.528952956199646,
      "coherence_diagnostics": {
        "tau": 0.528952956199646,
        "grad_tau": 0.12288329750299454,
        "torsion": 0.0,
        "alignment": -1.9402234554290771,
        "S_field": 0.35688766837120056,
        "Gamma_field": 0.6945524215698242,
        "S_over_Gamma": 0.5138383507728577,
        "Da": 43.07598114013672,
        "E_coh": 0.7768754363059998,
        "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": [
          [
            [
              -111.9,
              35.97
            ],
            [
              -111.85,
              35.97
            ],
            [
              -111.84,
              35.96
            ],
            [
              -111.84,
              35.93
            ],
            [
              -111.86,
              35.9
            ],
            [
              -111.9,
              35.9
            ],
            [
              -111.91,
              35.91
            ],
            [
              -111.91,
              35.96
            ],
            [
              -111.9,
              35.97
            ]
          ]
        ]
      },
      "raw_probability": 0.0384,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "d88f57e6e7bc1cca2c82ed87f6e24ae53e116cb99e95070e742e91c70295192b",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0384,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5c514cde6c78a7a81b4fdd6019ffe06e7ce240abb81945af072866dd9eb94264",
        "signature": {
          "alg": "ed25519",
          "sig": "952f15556e13f2b60357fa9a3c09fccfe06f4fedf40e1592fe8b89435ca848724d2b932c1f48f7ce3ab35150ed9c3acbbd84168f90229a46550b640aca024306"
        }
      },
      "receipt_sha256": "5c514cde6c78a7a81b4fdd6019ffe06e7ce240abb81945af072866dd9eb94264"
    },
    {
      "storm_id": "384118",
      "lat": 26.6163,
      "lon": -81.8025,
      "motion_east": -1.0,
      "motion_south": -1.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4322.0,
      "ebshear": 12.0,
      "srh01": 25.0,
      "maxllaz": 0.002,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.7687
        },
        {
          "name": "alignment",
          "value": 2.0326
        },
        {
          "name": "tau",
          "value": 3.2231
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0382
      },
      "coherence_score": 3.223104476928711,
      "coherence_diagnostics": {
        "tau": 3.223104476928711,
        "grad_tau": 0.9306084513664246,
        "torsion": 0.0,
        "alignment": 2.0325820446014404,
        "S_field": 0.9957563877105713,
        "Gamma_field": 0.3187190890312195,
        "S_over_Gamma": 3.1242446899414062,
        "Da": 19.265256881713867,
        "E_coh": 0.9227468967437744,
        "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": [
          [
            [
              -81.82,
              26.64
            ],
            [
              -81.78,
              26.64
            ],
            [
              -81.77,
              26.63
            ],
            [
              -81.78,
              26.59
            ],
            [
              -81.79,
              26.58
            ],
            [
              -81.83,
              26.58
            ],
            [
              -81.83,
              26.63
            ],
            [
              -81.82,
              26.64
            ]
          ]
        ]
      },
      "raw_probability": 0.0382,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "2dff301be55b4867e90751c5fd752f60a8a31b7c1e678f6141a2909bfaedf912",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0382,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a53a537e790b0c712ce85908d3b907976fdaa3d608d1f204f2cbfb292a712be0",
        "signature": {
          "alg": "ed25519",
          "sig": "74d691f38fb6e6c889aa909a5e52a12fee074bf151978c4966a0ccd67f58fefc24578bac0fcfcfe4dfa9f83ce1d15dffc7b517d2c261977cb165d174a5f81a07"
        }
      },
      "receipt_sha256": "a53a537e790b0c712ce85908d3b907976fdaa3d608d1f204f2cbfb292a712be0"
    },
    {
      "storm_id": "383463",
      "lat": 40.6232,
      "lon": -102.7028,
      "motion_east": 2.0,
      "motion_south": 0.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2675.0,
      "ebshear": 26.0,
      "srh01": 10.0,
      "maxllaz": 0.005,
      "mesh": 0.85,
      "flash_rate": 19.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 16.7687
        },
        {
          "name": "alignment",
          "value": 2.737
        },
        {
          "name": "tau",
          "value": 0.358
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0379
      },
      "coherence_score": 0.35799553990364075,
      "coherence_diagnostics": {
        "tau": 0.35799553990364075,
        "grad_tau": 0.0538407564163208,
        "torsion": 0.0,
        "alignment": 2.737028121948242,
        "S_field": 0.09730246663093567,
        "Gamma_field": 0.7037190794944763,
        "S_over_Gamma": 0.13826890289783478,
        "Da": 41.69133758544922,
        "E_coh": 0.12160610407590866,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.82,
              40.68
            ],
            [
              -102.76,
              40.68
            ],
            [
              -102.75,
              40.67
            ],
            [
              -102.73,
              40.67
            ],
            [
              -102.71,
              40.65
            ],
            [
              -102.68,
              40.65
            ],
            [
              -102.65,
              40.63
            ],
            [
              -102.63,
              40.64
            ],
            [
              -102.6,
              40.64
            ],
            [
              -102.58,
              40.66
            ],
            [
              -102.53,
              40.66
            ],
            [
              -102.51,
              40.65
            ],
            [
              -102.51,
              40.6
            ],
            [
              -102.55,
              40.58
            ],
            [
              -102.58,
              40.58
            ],
            [
              -102.62,
              40.55
            ],
            [
              -102.74,
              40.55
            ],
            [
              -102.75,
              40.56
            ],
            [
              -102.79,
              40.56
            ],
            [
              -102.82,
              40.58
            ],
            [
              -102.85,
              40.58
            ],
            [
              -102.87,
              40.6
            ],
            [
              -102.86,
              40.62
            ],
            [
              -102.86,
              40.66
            ],
            [
              -102.82,
              40.68
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "def19ff88083ed1ea579e9d8f44880bfc5a7373e1d0f16f875a4e103da851287",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0379,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0effce3288f0a863a525fad1784b4c8eb269bf884d62077f3fd3e82be05c2e3f",
        "signature": {
          "alg": "ed25519",
          "sig": "c5c8d42d3346ece21935346dc23be41920bce7b08fda32ad01f7fb98e480a4580de15c80fbbe473745e59ca28e89df947e74b93fb982f85a068afa89afa58b00"
        }
      },
      "receipt_sha256": "0effce3288f0a863a525fad1784b4c8eb269bf884d62077f3fd3e82be05c2e3f"
    },
    {
      "storm_id": "382280",
      "lat": 29.2422,
      "lon": -102.1989,
      "motion_east": 3.2,
      "motion_south": 0.1,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1016.0,
      "ebshear": 10.0,
      "srh01": 19.0,
      "maxllaz": 0.001,
      "mesh": 0.24,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.6437
        },
        {
          "name": "alignment",
          "value": -0.666
        },
        {
          "name": "tau",
          "value": 0.6665
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0378
      },
      "coherence_score": 0.6665473580360413,
      "coherence_diagnostics": {
        "tau": 0.6665473580360413,
        "grad_tau": 0.103570856153965,
        "torsion": 0.0,
        "alignment": -0.66599440574646,
        "S_field": 0.25914978981018066,
        "Gamma_field": 0.48955243825912476,
        "S_over_Gamma": 0.5293606519699097,
        "Da": 30.665571212768555,
        "E_coh": 0.9420560598373413,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.21,
              29.28
            ],
            [
              -102.17,
              29.28
            ],
            [
              -102.16,
              29.27
            ],
            [
              -102.16,
              29.21
            ],
            [
              -102.18,
              29.2
            ],
            [
              -102.22,
              29.2
            ],
            [
              -102.24,
              29.21
            ],
            [
              -102.24,
              29.25
            ],
            [
              -102.21,
              29.28
            ]
          ]
        ]
      },
      "raw_probability": 0.0378,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "eb5bbf02c64aa391b8ffdc9b1b52ccd9e417c3d4d990161b6b8e92922ba3b337",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0378,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b7ce8cf459d5fc9e676e7be378eb6588c849f9b59178e0a221975b5370a584b1",
        "signature": {
          "alg": "ed25519",
          "sig": "9e85999ee99083bb5b599482ef3eb6f659a5e8fb288f11699b7505c970802bc95684d8f806e554d89c5d31f6a6b8e95240c378462f9af42b59586ce82a3b0002"
        }
      },
      "receipt_sha256": "b7ce8cf459d5fc9e676e7be378eb6588c849f9b59178e0a221975b5370a584b1"
    },
    {
      "storm_id": "383434",
      "lat": 33.8118,
      "lon": -92.1076,
      "motion_east": 0.0,
      "motion_south": -2.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2313.0,
      "ebshear": 12.0,
      "srh01": 5.0,
      "maxllaz": 0.004,
      "mesh": 0.47,
      "flash_rate": 26.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.1437
        },
        {
          "name": "alignment",
          "value": 0.6897
        },
        {
          "name": "tau",
          "value": 2.1396
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0378
      },
      "coherence_score": 2.139645576477051,
      "coherence_diagnostics": {
        "tau": 2.139645576477051,
        "grad_tau": 0.307130366563797,
        "torsion": 0.0,
        "alignment": 0.6897445917129517,
        "S_field": 0.9238404631614685,
        "Gamma_field": 0.41038578748703003,
        "S_over_Gamma": 2.2511513233184814,
        "Da": 26.594587326049805,
        "E_coh": 0.9973711967468262,
        "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": [
          [
            [
              -92.15,
              33.9
            ],
            [
              -92.1,
              33.9
            ],
            [
              -92.05,
              33.87
            ],
            [
              -92.01,
              33.86
            ],
            [
              -91.99,
              33.84
            ],
            [
              -91.99,
              33.79
            ],
            [
              -92.0,
              33.79
            ],
            [
              -92.04,
              33.76
            ],
            [
              -92.06,
              33.76
            ],
            [
              -92.12,
              33.73
            ],
            [
              -92.15,
              33.73
            ],
            [
              -92.17,
              33.74
            ],
            [
              -92.21,
              33.78
            ],
            [
              -92.22,
              33.8
            ],
            [
              -92.21,
              33.81
            ],
            [
              -92.21,
              33.84
            ],
            [
              -92.15,
              33.9
            ]
          ]
        ]
      },
      "raw_probability": 0.0378,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "eb5bbf02c64aa391b8ffdc9b1b52ccd9e417c3d4d990161b6b8e92922ba3b337",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0378,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b7ce8cf459d5fc9e676e7be378eb6588c849f9b59178e0a221975b5370a584b1",
        "signature": {
          "alg": "ed25519",
          "sig": "9e85999ee99083bb5b599482ef3eb6f659a5e8fb288f11699b7505c970802bc95684d8f806e554d89c5d31f6a6b8e95240c378462f9af42b59586ce82a3b0002"
        }
      },
      "receipt_sha256": "b7ce8cf459d5fc9e676e7be378eb6588c849f9b59178e0a221975b5370a584b1"
    },
    {
      "storm_id": "384106",
      "lat": 33.9763,
      "lon": -92.4525,
      "motion_east": 2.3,
      "motion_south": 0.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2343.0,
      "ebshear": 11.0,
      "srh01": 2.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.1437
        },
        {
          "name": "alignment",
          "value": 0.6897
        },
        {
          "name": "tau",
          "value": 2.1396
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0378
      },
      "coherence_score": 2.139645576477051,
      "coherence_diagnostics": {
        "tau": 2.139645576477051,
        "grad_tau": 0.307130366563797,
        "torsion": 0.0,
        "alignment": 0.6897445917129517,
        "S_field": 0.9238404631614685,
        "Gamma_field": 0.41038578748703003,
        "S_over_Gamma": 2.2511513233184814,
        "Da": 26.594587326049805,
        "E_coh": 0.9973711967468262,
        "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": [
          [
            [
              -92.47,
              34.01
            ],
            [
              -92.42,
              34.0
            ],
            [
              -92.4,
              33.98
            ],
            [
              -92.42,
              33.93
            ],
            [
              -92.46,
              33.93
            ],
            [
              -92.49,
              33.96
            ],
            [
              -92.49,
              33.99
            ],
            [
              -92.47,
              34.01
            ]
          ]
        ]
      },
      "raw_probability": 0.0378,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "eb5bbf02c64aa391b8ffdc9b1b52ccd9e417c3d4d990161b6b8e92922ba3b337",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0378,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b7ce8cf459d5fc9e676e7be378eb6588c849f9b59178e0a221975b5370a584b1",
        "signature": {
          "alg": "ed25519",
          "sig": "9e85999ee99083bb5b599482ef3eb6f659a5e8fb288f11699b7505c970802bc95684d8f806e554d89c5d31f6a6b8e95240c378462f9af42b59586ce82a3b0002"
        }
      },
      "receipt_sha256": "b7ce8cf459d5fc9e676e7be378eb6588c849f9b59178e0a221975b5370a584b1"
    },
    {
      "storm_id": "383175",
      "lat": 26.939,
      "lon": -81.831,
      "motion_east": 2.7,
      "motion_south": 0.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4657.0,
      "ebshear": 13.0,
      "srh01": 20.0,
      "maxllaz": 0.002,
      "mesh": 0.21,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.7687
        },
        {
          "name": "alignment",
          "value": 2.0326
        },
        {
          "name": "tau",
          "value": 3.2231
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0377
      },
      "coherence_score": 3.223104476928711,
      "coherence_diagnostics": {
        "tau": 3.223104476928711,
        "grad_tau": 0.9306084513664246,
        "torsion": 0.0,
        "alignment": 2.0325820446014404,
        "S_field": 0.9957563877105713,
        "Gamma_field": 0.3187190890312195,
        "S_over_Gamma": 3.1242446899414062,
        "Da": 19.265256881713867,
        "E_coh": 0.9227468967437744,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.84,
              26.98
            ],
            [
              -81.82,
              26.98
            ],
            [
              -81.79,
              26.95
            ],
            [
              -81.78,
              26.9
            ],
            [
              -81.8,
              26.88
            ],
            [
              -81.85,
              26.88
            ],
            [
              -81.87,
              26.9
            ],
            [
              -81.87,
              26.97
            ],
            [
              -81.85,
              26.97
            ],
            [
              -81.84,
              26.98
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "23613056c3f7757920d49dd1da83b412f4f4c3b36b23a0b25355c7077f55e964",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0377,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a69de4f6b3b15ddd6752fa1aa80fc5d94162a83242e48384418da1434af2cce9",
        "signature": {
          "alg": "ed25519",
          "sig": "58edfa71fd20c84d76df5b5bfee915cc384b1e122f096fba88b26255bfe41f9d01db4e53b279d0bb9918970828cb3e7046119c8bee952e0d6de98122a8630708"
        }
      },
      "receipt_sha256": "a69de4f6b3b15ddd6752fa1aa80fc5d94162a83242e48384418da1434af2cce9"
    },
    {
      "storm_id": "383951",
      "lat": 25.388,
      "lon": -99.996,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2181.0,
      "ebshear": 17.0,
      "srh01": 14.0,
      "maxllaz": 0.001,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.2687
        },
        {
          "name": "alignment",
          "value": 0.7787
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0377
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.42036622762680054,
        "torsion": 0.0,
        "alignment": 0.7787246704101562,
        "S_field": 0.19913198053836823,
        "Gamma_field": 0.4720524251461029,
        "S_over_Gamma": 0.42184293270111084,
        "Da": 29.645526885986328,
        "E_coh": 0.8478469848632812,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.95,
              25.44
            ],
            [
              -99.95,
              25.38
            ],
            [
              -99.96,
              25.36
            ],
            [
              -100.0,
              25.34
            ],
            [
              -100.02,
              25.32
            ],
            [
              -100.06,
              25.32
            ],
            [
              -100.06,
              25.42
            ],
            [
              -100.04,
              25.43
            ],
            [
              -99.97,
              25.43
            ],
            [
              -99.95,
              25.44
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "23613056c3f7757920d49dd1da83b412f4f4c3b36b23a0b25355c7077f55e964",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0377,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a69de4f6b3b15ddd6752fa1aa80fc5d94162a83242e48384418da1434af2cce9",
        "signature": {
          "alg": "ed25519",
          "sig": "58edfa71fd20c84d76df5b5bfee915cc384b1e122f096fba88b26255bfe41f9d01db4e53b279d0bb9918970828cb3e7046119c8bee952e0d6de98122a8630708"
        }
      },
      "receipt_sha256": "a69de4f6b3b15ddd6752fa1aa80fc5d94162a83242e48384418da1434af2cce9"
    },
    {
      "storm_id": "383776",
      "lat": 34.0471,
      "lon": -90.2886,
      "motion_east": -1.0,
      "motion_south": -3.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3146.0,
      "ebshear": 13.0,
      "srh01": 4.0,
      "maxllaz": 0.003,
      "mesh": 0.21,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.5187
        },
        {
          "name": "alignment",
          "value": 0.5143
        },
        {
          "name": "tau",
          "value": 2.4741
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0375
      },
      "coherence_score": 2.474130630493164,
      "coherence_diagnostics": {
        "tau": 2.474130630493164,
        "grad_tau": 0.07514267414808273,
        "torsion": 0.0,
        "alignment": 0.5143146514892578,
        "S_field": 0.8085806965827942,
        "Gamma_field": 0.34621909260749817,
        "S_over_Gamma": 2.3354594707489014,
        "Da": 22.296056747436523,
        "E_coh": 0.9895325899124146,
        "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": [
          [
            [
              -90.37,
              34.13
            ],
            [
              -90.29,
              34.13
            ],
            [
              -90.23,
              34.1
            ],
            [
              -90.2,
              34.07
            ],
            [
              -90.18,
              34.03
            ],
            [
              -90.19,
              33.98
            ],
            [
              -90.24,
              33.94
            ],
            [
              -90.31,
              33.94
            ],
            [
              -90.3,
              33.95
            ],
            [
              -90.3,
              34.04
            ],
            [
              -90.33,
              34.07
            ],
            [
              -90.36,
              34.07
            ],
            [
              -90.37,
              34.08
            ],
            [
              -90.37,
              34.13
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "cf793cda5cb66e8a357b6c1fe7a39c68a51c7afa8779d1ca56f6f71b8c117c1f",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0375,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f3a971395e5f1b8e2fd078935f2eec857004fe0d964d3082a611c1f246f0f719",
        "signature": {
          "alg": "ed25519",
          "sig": "10e1019b1a4a6a85ee862c632a454ca701304bbfc7917c2da638e2d06a9ab84bc04ce8c39201e40182789678bc6d7934fcb195171230dae33b8fdb763a9be402"
        }
      },
      "receipt_sha256": "f3a971395e5f1b8e2fd078935f2eec857004fe0d964d3082a611c1f246f0f719"
    },
    {
      "storm_id": "384073",
      "lat": 30.3809,
      "lon": -90.5155,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3044.0,
      "ebshear": 9.0,
      "srh01": 24.0,
      "maxllaz": 0.003,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 62.5187
        },
        {
          "name": "alignment",
          "value": 1.9662
        },
        {
          "name": "tau",
          "value": 2.7977
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0375
      },
      "coherence_score": 2.7976953983306885,
      "coherence_diagnostics": {
        "tau": 2.7976953983306885,
        "grad_tau": 0.3726671636104584,
        "torsion": 0.0,
        "alignment": 1.9661672115325928,
        "S_field": 0.7398314476013184,
        "Gamma_field": 0.24371908605098724,
        "S_over_Gamma": 3.035590887069702,
        "Da": 14.565899848937988,
        "E_coh": 0.9228917360305786,
        "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": [
          [
            [
              -90.48,
              30.44
            ],
            [
              -90.47,
              30.43
            ],
            [
              -90.47,
              30.38
            ],
            [
              -90.49,
              30.36
            ],
            [
              -90.51,
              30.32
            ],
            [
              -90.55,
              30.32
            ],
            [
              -90.57,
              30.34
            ],
            [
              -90.57,
              30.36
            ],
            [
              -90.55,
              30.4
            ],
            [
              -90.53,
              30.4
            ],
            [
              -90.48,
              30.44
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "cf793cda5cb66e8a357b6c1fe7a39c68a51c7afa8779d1ca56f6f71b8c117c1f",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0375,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f3a971395e5f1b8e2fd078935f2eec857004fe0d964d3082a611c1f246f0f719",
        "signature": {
          "alg": "ed25519",
          "sig": "10e1019b1a4a6a85ee862c632a454ca701304bbfc7917c2da638e2d06a9ab84bc04ce8c39201e40182789678bc6d7934fcb195171230dae33b8fdb763a9be402"
        }
      },
      "receipt_sha256": "f3a971395e5f1b8e2fd078935f2eec857004fe0d964d3082a611c1f246f0f719"
    },
    {
      "storm_id": "384057",
      "lat": 39.835,
      "lon": -110.741,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 449.0,
      "ebshear": 13.0,
      "srh01": 12.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.8937
        },
        {
          "name": "alignment",
          "value": 0.2173
        },
        {
          "name": "tau",
          "value": 0.3002
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0374
      },
      "coherence_score": 0.3001895248889923,
      "coherence_diagnostics": {
        "tau": 0.3001895248889923,
        "grad_tau": 0.05640886723995209,
        "torsion": 0.0,
        "alignment": 0.21730069816112518,
        "S_field": 0.13588084280490875,
        "Gamma_field": 0.6045524477958679,
        "S_over_Gamma": 0.2247627079486847,
        "Da": 35.19839859008789,
        "E_coh": 0.8261319398880005,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.74,
              39.87
            ],
            [
              -110.72,
              39.87
            ],
            [
              -110.7,
              39.85
            ],
            [
              -110.7,
              39.81
            ],
            [
              -110.72,
              39.79
            ],
            [
              -110.76,
              39.78
            ],
            [
              -110.79,
              39.8
            ],
            [
              -110.79,
              39.85
            ],
            [
              -110.75,
              39.86
            ],
            [
              -110.74,
              39.87
            ]
          ]
        ]
      },
      "raw_probability": 0.0374,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "2636397bc8762b1de0457ecd0bf120537d356716b0b1adcba39a282ade7126fc",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0374,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9c56cc2511d7f8e0fb9b1052d0fafbb200d90f94973a55781a4db5e9e5f4e690",
        "signature": {
          "alg": "ed25519",
          "sig": "d3b3a6ebbb97a63411c7725e98ab77c712b35b67f5270ebdf67b8adb74b3dab9ef34147d504c89cf0572b2e44deb3f9d883792c3767663ffe0a5d5713996f907"
        }
      },
      "receipt_sha256": "9c56cc2511d7f8e0fb9b1052d0fafbb200d90f94973a55781a4db5e9e5f4e690"
    },
    {
      "storm_id": "383878",
      "lat": 36.3256,
      "lon": -106.2633,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 73.0,
      "ebshear": 10.0,
      "srh01": 7.0,
      "maxllaz": 0.003,
      "mesh": 0.24,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.1437
        },
        {
          "name": "alignment",
          "value": -0.2049
        },
        {
          "name": "tau",
          "value": 0.295
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0373
      },
      "coherence_score": 0.29497963190078735,
      "coherence_diagnostics": {
        "tau": 0.29497963190078735,
        "grad_tau": 0.08245112746953964,
        "torsion": 0.0,
        "alignment": -0.20493125915527344,
        "S_field": 0.12500829994678497,
        "Gamma_field": 0.6553857326507568,
        "S_over_Gamma": 0.19074003398418427,
        "Da": 39.47850799560547,
        "E_coh": 0.7106305956840515,
        "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": [
          [
            [
              -106.29,
              36.36
            ],
            [
              -106.23,
              36.36
            ],
            [
              -106.22,
              36.34
            ],
            [
              -106.22,
              36.29
            ],
            [
              -106.24,
              36.28
            ],
            [
              -106.28,
              36.28
            ],
            [
              -106.3,
              36.31
            ],
            [
              -106.3,
              36.35
            ],
            [
              -106.29,
              36.36
            ]
          ]
        ]
      },
      "raw_probability": 0.0373,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "198ac44b13714d7a30f8e23cdee8ce16651a9f1daadf5102d3fd00b4aac4dd4f",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0373,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5e7c65653e99e5bed5aa84bcb270bb12dd71448eb71ebf5d3a07078b113ce787",
        "signature": {
          "alg": "ed25519",
          "sig": "555408fc0234b20dd8b3dd6cf708783f806b915280fc36e2d274e181234c1d45afe889cc935d04738fd1013dbd262f8a8428472916ec3fefda0d2be802acf300"
        }
      },
      "receipt_sha256": "5e7c65653e99e5bed5aa84bcb270bb12dd71448eb71ebf5d3a07078b113ce787"
    },
    {
      "storm_id": "383068",
      "lat": 35.8393,
      "lon": -105.9936,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 149.0,
      "ebshear": 13.0,
      "srh01": 8.0,
      "maxllaz": 0.002,
      "mesh": 0.37,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.7687
        },
        {
          "name": "alignment",
          "value": -1.1333
        },
        {
          "name": "tau",
          "value": 0.242
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0372
      },
      "coherence_score": 0.24201320111751556,
      "coherence_diagnostics": {
        "tau": 0.24201320111751556,
        "grad_tau": 0.058125149458646774,
        "torsion": 0.0,
        "alignment": -1.1333463191986084,
        "S_field": 0.1008392870426178,
        "Gamma_field": 0.5770524144172668,
        "S_over_Gamma": 0.17474892735481262,
        "Da": 34.98746109008789,
        "E_coh": 0.8390423059463501,
        "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": [
          [
            [
              -106.03,
              35.88
            ],
            [
              -105.98,
              35.88
            ],
            [
              -105.96,
              35.86
            ],
            [
              -105.96,
              35.84
            ],
            [
              -105.94,
              35.82
            ],
            [
              -105.94,
              35.8
            ],
            [
              -105.95,
              35.79
            ],
            [
              -106.0,
              35.79
            ],
            [
              -106.02,
              35.81
            ],
            [
              -106.02,
              35.83
            ],
            [
              -106.03,
              35.84
            ],
            [
              -106.03,
              35.86
            ],
            [
              -106.02,
              35.87
            ],
            [
              -106.03,
              35.88
            ]
          ]
        ]
      },
      "raw_probability": 0.0372,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "8a345741c305d89069f92213e9a0a8d912612bf3c5d299f867d9726f4976a414",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0372,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "56e8a387f8678c19f74262341fcdd65aead0dce82af317bfc231dfeb18c04213",
        "signature": {
          "alg": "ed25519",
          "sig": "d6cf293465f5a67c7e604d308a7cf55d45295147f24d6dbd4375b2aa9dcebf1d10248cc0fc6f69c0e79384cb74636c39b3022517b422453eca0edb95af5d700e"
        }
      },
      "receipt_sha256": "56e8a387f8678c19f74262341fcdd65aead0dce82af317bfc231dfeb18c04213"
    },
    {
      "storm_id": "383574",
      "lat": 28.9073,
      "lon": -102.7591,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1142.0,
      "ebshear": 12.0,
      "srh01": 9.0,
      "maxllaz": 0.001,
      "mesh": 0.21,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.2687
        },
        {
          "name": "alignment",
          "value": -0.4
        },
        {
          "name": "tau",
          "value": 0.6093
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0371
      },
      "coherence_score": 0.6093010902404785,
      "coherence_diagnostics": {
        "tau": 0.6093010902404785,
        "grad_tau": 0.06932324171066284,
        "torsion": 0.0,
        "alignment": -0.40000271797180176,
        "S_field": 0.19687634706497192,
        "Gamma_field": 0.5112190842628479,
        "S_over_Gamma": 0.3851115107536316,
        "Da": 32.51285171508789,
        "E_coh": 0.8865248560905457,
        "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": [
          [
            [
              -102.77,
              28.94
            ],
            [
              -102.73,
              28.94
            ],
            [
              -102.71,
              28.92
            ],
            [
              -102.71,
              28.89
            ],
            [
              -102.75,
              28.86
            ],
            [
              -102.77,
              28.88
            ],
            [
              -102.78,
              28.88
            ],
            [
              -102.78,
              28.9
            ],
            [
              -102.79,
              28.91
            ],
            [
              -102.79,
              28.92
            ],
            [
              -102.77,
              28.94
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "1ca9995c4675aea9d1e772190509c41b0b4accc4695de362acfe34a3f3a64c63",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0371,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a3359c045f3df0516e59fb801f31dac3006f24130d33add6efb59f81441c5bfc",
        "signature": {
          "alg": "ed25519",
          "sig": "c2b61b372f44f329118f8dc72799966b1fb740a25792c659cd57d0aa54c46db9cc68aba46e00b96e5c77712592b3cf6d99f5b79a5579d131c0ab29621ac17f02"
        }
      },
      "receipt_sha256": "a3359c045f3df0516e59fb801f31dac3006f24130d33add6efb59f81441c5bfc"
    },
    {
      "storm_id": "384029",
      "lat": 34.6287,
      "lon": -85.194,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2811.0,
      "ebshear": 18.0,
      "srh01": 22.0,
      "maxllaz": 0.002,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.8937
        },
        {
          "name": "alignment",
          "value": 1.9629
        },
        {
          "name": "tau",
          "value": 4.0966
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0368
      },
      "coherence_score": 4.096616268157959,
      "coherence_diagnostics": {
        "tau": 4.096616268157959,
        "grad_tau": 0.43604639172554016,
        "torsion": 0.0,
        "alignment": 1.9628878831863403,
        "S_field": 0.9385990500450134,
        "Gamma_field": 0.3312190771102905,
        "S_over_Gamma": 2.833770990371704,
        "Da": 20.26787567138672,
        "E_coh": 0.9515548944473267,
        "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": [
          [
            [
              -85.22,
              34.68
            ],
            [
              -85.19,
              34.68
            ],
            [
              -85.18,
              34.67
            ],
            [
              -85.17,
              34.68
            ],
            [
              -85.15,
              34.68
            ],
            [
              -85.14,
              34.66
            ],
            [
              -85.14,
              34.6
            ],
            [
              -85.17,
              34.57
            ],
            [
              -85.21,
              34.57
            ],
            [
              -85.22,
              34.56
            ],
            [
              -85.22,
              34.57
            ],
            [
              -85.2,
              34.58
            ],
            [
              -85.24,
              34.61
            ],
            [
              -85.24,
              34.64
            ],
            [
              -85.22,
              34.68
            ]
          ]
        ]
      },
      "raw_probability": 0.0368,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "c34b2c8c189d059545daa4526820fc2327c27e3ed237d99b1b4a6d68f6660609",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0368,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c81979c424ec6d68bc0b2386403f31d385c31c6e701ed1ffa9263099da8c5b8f",
        "signature": {
          "alg": "ed25519",
          "sig": "91a5bf730abcc7d326c14670353e349df4bab7d5903e18a3fb539376f9a4f741b8d58f0ce3157b3a6a1520466acc9c118d41f1200299168b8d43655528bb0200"
        }
      },
      "receipt_sha256": "c81979c424ec6d68bc0b2386403f31d385c31c6e701ed1ffa9263099da8c5b8f"
    },
    {
      "storm_id": "383036",
      "lat": 36.2913,
      "lon": -111.466,
      "motion_east": 0.0,
      "motion_south": 0.5,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 476.0,
      "ebshear": 18.0,
      "srh01": 16.0,
      "maxllaz": 0.003,
      "mesh": 0.27,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.7687
        },
        {
          "name": "alignment",
          "value": 0.3156
        },
        {
          "name": "tau",
          "value": 0.5407
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0366
      },
      "coherence_score": 0.5406540036201477,
      "coherence_diagnostics": {
        "tau": 0.5406540036201477,
        "grad_tau": 0.06216474249958992,
        "torsion": 0.0,
        "alignment": 0.31556376814842224,
        "S_field": 0.26215100288391113,
        "Gamma_field": 0.6562190651893616,
        "S_over_Gamma": 0.3994870185852051,
        "Da": 37.491111755371094,
        "E_coh": 0.839612603187561,
        "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": [
          [
            [
              -111.56,
              36.34
            ],
            [
              -111.48,
              36.34
            ],
            [
              -111.47,
              36.33
            ],
            [
              -111.42,
              36.33
            ],
            [
              -111.41,
              36.32
            ],
            [
              -111.39,
              36.32
            ],
            [
              -111.37,
              36.29
            ],
            [
              -111.37,
              36.25
            ],
            [
              -111.38,
              36.23
            ],
            [
              -111.43,
              36.2
            ],
            [
              -111.48,
              36.21
            ],
            [
              -111.53,
              36.26
            ],
            [
              -111.57,
              36.28
            ],
            [
              -111.57,
              36.33
            ],
            [
              -111.56,
              36.34
            ]
          ]
        ]
      },
      "raw_probability": 0.0366,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "79e7e264faac4351fbcc929930e37fe65230fef52ae649d879707bac37c5caf6",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0366,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0940b0bd068e9f38bf23bdd1dedeec9e6dc0f3510c7bb0e77a9f76742569313f",
        "signature": {
          "alg": "ed25519",
          "sig": "6188347b090fff384fe2fdbdaa38d36b0c2b07c06b8e25d51c29d330db17dd21afcd542b749cbe295646e2e752ce4ec86a528748cf0d5ea589b025f92439ab01"
        }
      },
      "receipt_sha256": "0940b0bd068e9f38bf23bdd1dedeec9e6dc0f3510c7bb0e77a9f76742569313f"
    },
    {
      "storm_id": "384076",
      "lat": 26.7829,
      "lon": -81.8957,
      "motion_east": 0.0,
      "motion_south": -1.0,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4626.0,
      "ebshear": 12.0,
      "srh01": 22.0,
      "maxllaz": 0.002,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.7687
        },
        {
          "name": "alignment",
          "value": 2.0326
        },
        {
          "name": "tau",
          "value": 3.2231
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0365
      },
      "coherence_score": 3.223104476928711,
      "coherence_diagnostics": {
        "tau": 3.223104476928711,
        "grad_tau": 0.9306084513664246,
        "torsion": 0.0,
        "alignment": 2.0325820446014404,
        "S_field": 0.9957563877105713,
        "Gamma_field": 0.3187190890312195,
        "S_over_Gamma": 3.1242446899414062,
        "Da": 19.265256881713867,
        "E_coh": 0.9227468967437744,
        "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": [
          [
            [
              -81.91,
              26.84
            ],
            [
              -81.87,
              26.84
            ],
            [
              -81.86,
              26.82
            ],
            [
              -81.87,
              26.81
            ],
            [
              -81.86,
              26.79
            ],
            [
              -81.86,
              26.74
            ],
            [
              -81.87,
              26.72
            ],
            [
              -81.89,
              26.71
            ],
            [
              -81.93,
              26.71
            ],
            [
              -81.94,
              26.72
            ],
            [
              -81.94,
              26.79
            ],
            [
              -81.91,
              26.81
            ],
            [
              -81.92,
              26.82
            ],
            [
              -81.91,
              26.84
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "204fb0b4808796117ce5ac59ae7c3d75eda8d63fff57438222f0ae014c6c2d24",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0365,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b07e37fe5b9cc4ab3d806a3ecd2fca95a2f78773ed9ee5d5f11f1a0096440a4e",
        "signature": {
          "alg": "ed25519",
          "sig": "99d5b3ec3fa2ce08d92125132908fc3c48b1fc6fdff7accb904db541a881b9f5882488340677a5b000e2c1606b3681743ebbb6759f46d4265907dfa4fd3b9409"
        }
      },
      "receipt_sha256": "b07e37fe5b9cc4ab3d806a3ecd2fca95a2f78773ed9ee5d5f11f1a0096440a4e"
    },
    {
      "storm_id": "383801",
      "lat": 36.619,
      "lon": -104.672,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 97.0,
      "ebshear": 14.0,
      "srh01": 13.0,
      "maxllaz": 0.002,
      "mesh": 0.21,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.6437
        },
        {
          "name": "alignment",
          "value": -0.7842
        },
        {
          "name": "tau",
          "value": 0.1959
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0363
      },
      "coherence_score": 0.19593842327594757,
      "coherence_diagnostics": {
        "tau": 0.19593842327594757,
        "grad_tau": 0.027131909504532814,
        "torsion": 0.0,
        "alignment": -0.7842413783073425,
        "S_field": 0.061661552637815475,
        "Gamma_field": 0.9145524501800537,
        "S_over_Gamma": 0.06742265075445175,
        "Da": 54.3742790222168,
        "E_coh": 0.14360849559307098,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -104.69,
              36.66
            ],
            [
              -104.66,
              36.66
            ],
            [
              -104.63,
              36.64
            ],
            [
              -104.63,
              36.6
            ],
            [
              -104.66,
              36.57
            ],
            [
              -104.68,
              36.57
            ],
            [
              -104.68,
              36.58
            ],
            [
              -104.7,
              36.6
            ],
            [
              -104.7,
              36.65
            ],
            [
              -104.69,
              36.66
            ]
          ]
        ]
      },
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "95b2d725fe98c83599ef896ccd16cf1cd103d66928174a827ae27b60e8aed7e9",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0363,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a377244169f6fbd86744e565314fe503c8640d8d9babafd01566d7b582706248",
        "signature": {
          "alg": "ed25519",
          "sig": "b56a411b95eaf715c9d58bfb4b0ac7f42dbc62393c66014fd5f2c804df6591fa5c22fb8f71fbd9ad5807626ecfb2048c1cf551f9516aeb7afd8a39c825d0c008"
        }
      },
      "receipt_sha256": "a377244169f6fbd86744e565314fe503c8640d8d9babafd01566d7b582706248"
    },
    {
      "storm_id": "383390",
      "lat": 34.9386,
      "lon": -106.2814,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 234.0,
      "ebshear": 14.0,
      "srh01": 13.0,
      "maxllaz": 0.004,
      "mesh": 0.1,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.8937
        },
        {
          "name": "alignment",
          "value": -0.0901
        },
        {
          "name": "tau",
          "value": 0.461
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.036
      },
      "coherence_score": 0.4610415995121002,
      "coherence_diagnostics": {
        "tau": 0.4610415995121002,
        "grad_tau": 0.15572108328342438,
        "torsion": 0.0,
        "alignment": -0.09013828635215759,
        "S_field": 0.23400601744651794,
        "Gamma_field": 0.6820524334907532,
        "S_over_Gamma": 0.3430909514427185,
        "Da": 41.955787658691406,
        "E_coh": 0.8347830176353455,
        "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": [
          [
            [
              -106.31,
              34.97
            ],
            [
              -106.25,
              34.97
            ],
            [
              -106.25,
              34.95
            ],
            [
              -106.27,
              34.93
            ],
            [
              -106.27,
              34.89
            ],
            [
              -106.31,
              34.89
            ],
            [
              -106.31,
              34.97
            ]
          ]
        ]
      },
      "raw_probability": 0.036,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "bc1881458b00d15a784436f7c244d71691e1f0c7e077aa1d33a660572af02a1c",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.036,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "257048df7ab9f1e64590d3840b9a91253fbeb3cd8be3bd7e6a7f229b862146b9",
        "signature": {
          "alg": "ed25519",
          "sig": "1f797d93d0dec4c8cc25619ddbe890495370fe84247f078d5b8513871320b91399e909e21da2da36e27d746c06d555b4df2dd9e7647b4a9219c80b1f661c5100"
        }
      },
      "receipt_sha256": "257048df7ab9f1e64590d3840b9a91253fbeb3cd8be3bd7e6a7f229b862146b9"
    },
    {
      "storm_id": "384102",
      "lat": 35.1861,
      "lon": -106.0056,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 199.0,
      "ebshear": 13.0,
      "srh01": 9.0,
      "maxllaz": 0.002,
      "mesh": 0.2,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 18.7687
        },
        {
          "name": "alignment",
          "value": -0.1172
        },
        {
          "name": "tau",
          "value": 0.2796
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.036
      },
      "coherence_score": 0.27964240312576294,
      "coherence_diagnostics": {
        "tau": 0.27964240312576294,
        "grad_tau": 0.09289822727441788,
        "torsion": 0.0,
        "alignment": -0.11720001697540283,
        "S_field": 0.08616599440574646,
        "Gamma_field": 0.6503857374191284,
        "S_over_Gamma": 0.13248445093631744,
        "Da": 40.03752517700195,
        "E_coh": 0.6320937871932983,
        "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": [
          [
            [
              -106.0,
              35.24
            ],
            [
              -105.96,
              35.24
            ],
            [
              -105.97,
              35.22
            ],
            [
              -105.96,
              35.21
            ],
            [
              -105.95,
              35.16
            ],
            [
              -105.98,
              35.16
            ],
            [
              -105.99,
              35.15
            ],
            [
              -105.98,
              35.14
            ],
            [
              -105.99,
              35.13
            ],
            [
              -106.01,
              35.14
            ],
            [
              -106.06,
              35.14
            ],
            [
              -106.06,
              35.16
            ],
            [
              -106.07,
              35.17
            ],
            [
              -106.04,
              35.2
            ],
            [
              -106.04,
              35.21
            ],
            [
              -106.03,
              35.22
            ],
            [
              -106.01,
              35.22
            ],
            [
              -106.0,
              35.24
            ]
          ]
        ]
      },
      "raw_probability": 0.036,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "bc1881458b00d15a784436f7c244d71691e1f0c7e077aa1d33a660572af02a1c",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.036,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "257048df7ab9f1e64590d3840b9a91253fbeb3cd8be3bd7e6a7f229b862146b9",
        "signature": {
          "alg": "ed25519",
          "sig": "1f797d93d0dec4c8cc25619ddbe890495370fe84247f078d5b8513871320b91399e909e21da2da36e27d746c06d555b4df2dd9e7647b4a9219c80b1f661c5100"
        }
      },
      "receipt_sha256": "257048df7ab9f1e64590d3840b9a91253fbeb3cd8be3bd7e6a7f229b862146b9"
    },
    {
      "storm_id": "384041",
      "lat": 30.7647,
      "lon": -97.2924,
      "motion_east": 3.7,
      "motion_south": 0.2,
      "valid_time": "20260810_220041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2269.0,
      "ebshear": 9.0,
      "srh01": 2.0,
      "maxllaz": 0.004,
      "mesh": 0.28,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.2687
        },
        {
          "name": "alignment",
          "value": 0.2312
        },
        {
          "name": "tau",
          "value": 1.2108
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0349
      },
      "coherence_score": 1.2107553482055664,
      "coherence_diagnostics": {
        "tau": 1.2107553482055664,
        "grad_tau": 0.16645778715610504,
        "torsion": 0.0,
        "alignment": 0.23116180300712585,
        "S_field": 0.44130775332450867,
        "Gamma_field": 0.40788576006889343,
        "S_over_Gamma": 1.0819395780563354,
        "Da": 26.11785316467285,
        "E_coh": 0.9763525128364563,
        "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": [
          [
            [
              -97.31,
              30.82
            ],
            [
              -97.24,
              30.82
            ],
            [
              -97.23,
              30.81
            ],
            [
              -97.24,
              30.79
            ],
            [
              -97.24,
              30.77
            ],
            [
              -97.23,
              30.76
            ],
            [
              -97.24,
              30.74
            ],
            [
              -97.26,
              30.73
            ],
            [
              -97.3,
              30.73
            ],
            [
              -97.35,
              30.69
            ],
            [
              -97.36,
              30.7
            ],
            [
              -97.36,
              30.72
            ],
            [
              -97.33,
              30.74
            ],
            [
              -97.33,
              30.77
            ],
            [
              -97.32,
              30.78
            ],
            [
              -97.32,
              30.81
            ],
            [
              -97.31,
              30.82
            ]
          ]
        ]
      },
      "raw_probability": 0.0349,
      "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": "61a746361ecf2642d49600583fe55737b70b31a34000d4c7500dbcccc83fc66d",
        "input_sha256": "bd339cae402b70b0fd207c0d8fbe7a6100bd6947653923049a33e789b4bb4f97",
        "issued_at": "2026-08-10T22:33:00Z",
        "raw_probability": 0.0349,
        "probability": 0.000737,
        "confidence_lo": 0.000722,
        "confidence_hi": 0.000737,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e12b007850e9989da42ab1259559321d92f2952b9520e2e679c0d353c81aa156",
        "signature": {
          "alg": "ed25519",
          "sig": "b88f140b48ea4ad7de98c4120b67c4a70d525375b57042b168e8544cd13883acbc604a904bbc9b6e221c1bcdb3c8ed2ae65ab6f437bd7341540b552a45b1e902"
        }
      },
      "receipt_sha256": "e12b007850e9989da42ab1259559321d92f2952b9520e2e679c0d353c81aa156"
    }
  ]
}