{
  "forecast_id": "to_fcst_20260803_1429",
  "hazard": "tornado",
  "issued_at": "2026-08-03T14:29:34Z",
  "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": 179,
  "top_probability": 0.0256,
  "source_artifacts": [
    "/data/live-tornadoes.json",
    "/data/tornado-storms.geojson"
  ],
  "storms": [
    {
      "storm_id": "267629",
      "lat": 42.3207,
      "lon": -70.8914,
      "motion_east": 9.0,
      "motion_south": -7.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0256,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1094.0,
      "ebshear": 37.0,
      "srh01": 266.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 266.0
        },
        {
          "name": "hrrr_pwat",
          "value": 61.8704
        },
        {
          "name": "alignment",
          "value": -11.9987
        },
        {
          "name": "tau",
          "value": 2.5827
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7841
      },
      "coherence_score": 2.582660436630249,
      "coherence_diagnostics": {
        "tau": 2.582660436630249,
        "grad_tau": 0.2779324948787689,
        "torsion": 0.0,
        "alignment": -11.99868106842041,
        "S_field": 0.7544450759887695,
        "Gamma_field": 0.21005655825138092,
        "S_over_Gamma": 3.591628313064575,
        "Da": 11.424407005310059,
        "E_coh": 0.3802851438522339,
        "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": [
          [
            [
              -70.88,
              42.4
            ],
            [
              -70.84,
              42.39
            ],
            [
              -70.82,
              42.37
            ],
            [
              -70.81,
              42.35
            ],
            [
              -70.81,
              42.32
            ],
            [
              -70.82,
              42.3
            ],
            [
              -70.86,
              42.26
            ],
            [
              -70.93,
              42.22
            ],
            [
              -70.98,
              42.23
            ],
            [
              -71.0,
              42.25
            ],
            [
              -71.0,
              42.28
            ],
            [
              -70.93,
              42.34
            ],
            [
              -70.92,
              42.38
            ],
            [
              -70.88,
              42.4
            ]
          ]
        ]
      },
      "raw_probability": 0.7841,
      "confidence_lo": 0.025,
      "confidence_hi": 0.0256,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "e340a7076c44424e095f1de2e5d9a523c078935c1941fd0e0c6964a05afc2322",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.7841,
        "probability": 0.025552,
        "confidence_lo": 0.024985,
        "confidence_hi": 0.025567,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3c08ef975174fc6f20db0e0e30af51c9cad2988df8072c794c50b453543126c3",
        "signature": {
          "alg": "ed25519",
          "sig": "fd82417950ceaab14b6dd295e74093e2b12d59971a56234da4a32d31f6f1d95d24de56015ff2d549805eeef9bb0f993a4b18f594cc147188407319a68957f60b"
        }
      },
      "receipt_sha256": "3c08ef975174fc6f20db0e0e30af51c9cad2988df8072c794c50b453543126c3"
    },
    {
      "storm_id": "267561",
      "lat": 42.6349,
      "lon": -70.8238,
      "motion_east": 7.8,
      "motion_south": -5.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0256,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 860.0,
      "ebshear": 38.0,
      "srh01": 234.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 234.0
        },
        {
          "name": "hrrr_pwat",
          "value": 61.8704
        },
        {
          "name": "alignment",
          "value": -11.9987
        },
        {
          "name": "tau",
          "value": 2.5827
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.772
      },
      "coherence_score": 2.582660436630249,
      "coherence_diagnostics": {
        "tau": 2.582660436630249,
        "grad_tau": 0.2779324948787689,
        "torsion": 0.0,
        "alignment": -11.99868106842041,
        "S_field": 0.7544450759887695,
        "Gamma_field": 0.21005655825138092,
        "S_over_Gamma": 3.591628313064575,
        "Da": 11.424407005310059,
        "E_coh": 0.3802851438522339,
        "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": [
          [
            [
              -70.83,
              42.78
            ],
            [
              -70.8,
              42.78
            ],
            [
              -70.78,
              42.76
            ],
            [
              -70.78,
              42.74
            ],
            [
              -70.76,
              42.72
            ],
            [
              -70.72,
              42.72
            ],
            [
              -70.71,
              42.73
            ],
            [
              -70.7,
              42.72
            ],
            [
              -70.66,
              42.71
            ],
            [
              -70.64,
              42.68
            ],
            [
              -70.64,
              42.65
            ],
            [
              -70.65,
              42.63
            ],
            [
              -70.68,
              42.6
            ],
            [
              -70.7,
              42.6
            ],
            [
              -70.71,
              42.59
            ],
            [
              -70.72,
              42.59
            ],
            [
              -70.75,
              42.62
            ],
            [
              -70.81,
              42.62
            ],
            [
              -70.83,
              42.6
            ],
            [
              -70.85,
              42.54
            ],
            [
              -70.87,
              42.53
            ],
            [
              -70.89,
              42.51
            ],
            [
              -70.89,
              42.5
            ],
            [
              -70.96,
              42.5
            ],
            [
              -71.0,
              42.48
            ],
            [
              -71.01,
              42.49
            ],
            [
              -71.01,
              42.51
            ],
            [
              -70.99,
              42.53
            ],
            [
              -70.99,
              42.56
            ],
            [
              -70.96,
              42.59
            ],
            [
              -70.94,
              42.63
            ],
            [
              -70.91,
              42.63
            ],
            [
              -70.9,
              42.64
            ],
            [
              -70.85,
              42.64
            ],
            [
              -70.84,
              42.65
            ],
            [
              -70.86,
              42.69
            ],
            [
              -70.86,
              42.75
            ],
            [
              -70.85,
              42.77
            ],
            [
              -70.83,
              42.78
            ]
          ]
        ]
      },
      "raw_probability": 0.772,
      "confidence_lo": 0.025,
      "confidence_hi": 0.0256,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "819492850ae289ea2191a3a641797c959526305a9b1613202033769676937541",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.772,
        "probability": 0.025552,
        "confidence_lo": 0.024985,
        "confidence_hi": 0.025567,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3cbbe3f85430b042d7eba3fd30ab33c8e018a3769e082c49b255b8fc9a84daae",
        "signature": {
          "alg": "ed25519",
          "sig": "1fa6a7528a867a470daa235d274809335b5d6e3a63bc40561310d30334a029659c743d8289c3c714a7d1c94ef05128a5c602bca35d96896ad80e442d3743bc09"
        }
      },
      "receipt_sha256": "3cbbe3f85430b042d7eba3fd30ab33c8e018a3769e082c49b255b8fc9a84daae"
    },
    {
      "storm_id": "268008",
      "lat": 40.941,
      "lon": -72.934,
      "motion_east": 9.7,
      "motion_south": -8.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0256,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1335.0,
      "ebshear": 26.0,
      "srh01": 124.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 124.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.7454
        },
        {
          "name": "alignment",
          "value": 2.1943
        },
        {
          "name": "tau",
          "value": 2.8098
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7696
      },
      "coherence_score": 2.809786796569824,
      "coherence_diagnostics": {
        "tau": 2.809786796569824,
        "grad_tau": 0.2083638608455658,
        "torsion": 0.0,
        "alignment": 2.194283962249756,
        "S_field": 0.7696852684020996,
        "Gamma_field": 0.17088989913463593,
        "S_over_Gamma": 4.503983497619629,
        "Da": 9.468600273132324,
        "E_coh": 0.5447224378585815,
        "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": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.96,
              40.99
            ],
            [
              -72.9,
              40.98
            ],
            [
              -72.88,
              40.95
            ],
            [
              -72.89,
              40.94
            ],
            [
              -72.89,
              40.92
            ],
            [
              -72.92,
              40.88
            ],
            [
              -72.97,
              40.88
            ],
            [
              -72.99,
              40.91
            ],
            [
              -72.98,
              40.97
            ],
            [
              -72.96,
              40.99
            ]
          ]
        ]
      },
      "raw_probability": 0.7696,
      "confidence_lo": 0.025,
      "confidence_hi": 0.0256,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "8bb733513477d03ec068d88684dff075bfd36dfee122660f0473fa2280dfd365",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.7696,
        "probability": 0.025552,
        "confidence_lo": 0.024985,
        "confidence_hi": 0.025567,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "992e359fd6b5a5d56add672fcffa5024a19a22bd12e10e493125c72e6be86779",
        "signature": {
          "alg": "ed25519",
          "sig": "9c4ec3e445cef90aab0f4d50f6a43f11c7e70deb25e2eaf3bed30ef86664140d1ade47d5177a6dacb539ef8257a4bf59d507718551c0fc42baa9720f0493d403"
        }
      },
      "receipt_sha256": "992e359fd6b5a5d56add672fcffa5024a19a22bd12e10e493125c72e6be86779"
    },
    {
      "storm_id": "268390",
      "lat": 43.2106,
      "lon": -70.6282,
      "motion_east": 6.0,
      "motion_south": -4.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0256,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 575.0,
      "ebshear": 31.0,
      "srh01": 232.0,
      "maxllaz": 0.008,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 232.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.7454
        },
        {
          "name": "alignment",
          "value": -20.7436
        },
        {
          "name": "tau",
          "value": 2.2574
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7616
      },
      "coherence_score": 2.2573773860931396,
      "coherence_diagnostics": {
        "tau": 2.2573773860931396,
        "grad_tau": 0.27614662051200867,
        "torsion": 0.0,
        "alignment": -20.74362564086914,
        "S_field": 1.0629140138626099,
        "Gamma_field": 0.7208899259567261,
        "S_over_Gamma": 1.4744470119476318,
        "Da": 40.08317947387695,
        "E_coh": 0.32967931032180786,
        "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": [
          [
            [
              -70.59,
              43.32
            ],
            [
              -70.53,
              43.32
            ],
            [
              -70.52,
              43.31
            ],
            [
              -70.52,
              43.28
            ],
            [
              -70.59,
              43.22
            ],
            [
              -70.59,
              43.2
            ],
            [
              -70.65,
              43.13
            ],
            [
              -70.67,
              43.09
            ],
            [
              -70.68,
              43.08
            ],
            [
              -70.71,
              43.08
            ],
            [
              -70.72,
              43.09
            ],
            [
              -70.73,
              43.14
            ],
            [
              -70.7,
              43.2
            ],
            [
              -70.69,
              43.2
            ],
            [
              -70.6,
              43.29
            ],
            [
              -70.6,
              43.31
            ],
            [
              -70.59,
              43.32
            ]
          ]
        ]
      },
      "raw_probability": 0.7616,
      "confidence_lo": 0.025,
      "confidence_hi": 0.0256,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "e0bd76bd6965b1d3da5dc0a5af08cab722d24c9f43b86903697f83e539a95a32",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.7616,
        "probability": 0.025552,
        "confidence_lo": 0.024985,
        "confidence_hi": 0.025567,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bda7a3c5b26d5c08a70e01af45c97d7c71f7e73f005a067b6db092e522cd20aa",
        "signature": {
          "alg": "ed25519",
          "sig": "4062f63ffc99dbde01a6438de2292137ca87ede60880d749fd33bcd7e3c08b86dd246c143c79c0a4c6d1e8925812cc881a7741bcdcad9dc841e0c97a722c6e0e"
        }
      },
      "receipt_sha256": "bda7a3c5b26d5c08a70e01af45c97d7c71f7e73f005a067b6db092e522cd20aa"
    },
    {
      "storm_id": "268525",
      "lat": 43.638,
      "lon": -70.766,
      "motion_east": 6.4,
      "motion_south": -5.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0256,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 423.0,
      "ebshear": 29.0,
      "srh01": 204.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 204.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.7454
        },
        {
          "name": "alignment",
          "value": -20.7436
        },
        {
          "name": "tau",
          "value": 2.2574
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7616
      },
      "coherence_score": 2.2573773860931396,
      "coherence_diagnostics": {
        "tau": 2.2573773860931396,
        "grad_tau": 0.27614662051200867,
        "torsion": 0.0,
        "alignment": -20.74362564086914,
        "S_field": 1.0629140138626099,
        "Gamma_field": 0.7208899259567261,
        "S_over_Gamma": 1.4744470119476318,
        "Da": 40.08317947387695,
        "E_coh": 0.32967931032180786,
        "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": [
          [
            [
              -70.64,
              43.82
            ],
            [
              -70.57,
              43.82
            ],
            [
              -70.55,
              43.8
            ],
            [
              -70.54,
              43.8
            ],
            [
              -70.53,
              43.78
            ],
            [
              -70.53,
              43.75
            ],
            [
              -70.54,
              43.74
            ],
            [
              -70.57,
              43.74
            ],
            [
              -70.6,
              43.7
            ],
            [
              -70.63,
              43.7
            ],
            [
              -70.65,
              43.66
            ],
            [
              -70.68,
              43.63
            ],
            [
              -70.68,
              43.6
            ],
            [
              -70.62,
              43.54
            ],
            [
              -70.62,
              43.53
            ],
            [
              -70.64,
              43.51
            ],
            [
              -70.64,
              43.5
            ],
            [
              -70.67,
              43.5
            ],
            [
              -70.71,
              43.52
            ],
            [
              -70.72,
              43.51
            ],
            [
              -70.76,
              43.51
            ],
            [
              -70.77,
              43.5
            ],
            [
              -70.79,
              43.5
            ],
            [
              -70.82,
              43.47
            ],
            [
              -70.83,
              43.43
            ],
            [
              -70.85,
              43.44
            ],
            [
              -70.89,
              43.44
            ],
            [
              -70.9,
              43.46
            ],
            [
              -70.89,
              43.52
            ],
            [
              -70.82,
              43.57
            ],
            [
              -70.82,
              43.6
            ],
            [
              -70.83,
              43.61
            ],
            [
              -70.89,
              43.62
            ],
            [
              -70.9,
              43.63
            ],
            [
              -70.92,
              43.63
            ],
            [
              -70.96,
              43.6
            ],
            [
              -70.98,
              43.6
            ],
            [
              -70.97,
              43.61
            ],
            [
              -70.98,
              43.62
            ],
            [
              -71.0,
              43.62
            ],
            [
              -71.03,
              43.64
            ],
            [
              -71.03,
              43.66
            ],
            [
              -71.04,
              43.67
            ],
            [
              -71.03,
              43.7
            ],
            [
              -70.94,
              43.75
            ],
            [
              -70.87,
              43.75
            ],
            [
              -70.86,
              43.74
            ],
            [
              -70.74,
              43.74
            ],
            [
              -70.68,
              43.7
            ],
            [
              -70.66,
              43.73
            ],
            [
              -70.68,
              43.75
            ],
            [
              -70.69,
              43.75
            ],
            [
              -70.69,
              43.76
            ],
            [
              -70.65,
              43.8
            ],
            [
              -70.64,
              43.82
            ]
          ]
        ]
      },
      "raw_probability": 0.7616,
      "confidence_lo": 0.025,
      "confidence_hi": 0.0256,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "e0bd76bd6965b1d3da5dc0a5af08cab722d24c9f43b86903697f83e539a95a32",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.7616,
        "probability": 0.025552,
        "confidence_lo": 0.024985,
        "confidence_hi": 0.025567,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bda7a3c5b26d5c08a70e01af45c97d7c71f7e73f005a067b6db092e522cd20aa",
        "signature": {
          "alg": "ed25519",
          "sig": "4062f63ffc99dbde01a6438de2292137ca87ede60880d749fd33bcd7e3c08b86dd246c143c79c0a4c6d1e8925812cc881a7741bcdcad9dc841e0c97a722c6e0e"
        }
      },
      "receipt_sha256": "bda7a3c5b26d5c08a70e01af45c97d7c71f7e73f005a067b6db092e522cd20aa"
    },
    {
      "storm_id": "267755",
      "lat": 41.1923,
      "lon": -72.5513,
      "motion_east": 10.3,
      "motion_south": -8.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0256,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1137.0,
      "ebshear": 20.0,
      "srh01": 156.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 156.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.7454
        },
        {
          "name": "alignment",
          "value": 2.1943
        },
        {
          "name": "tau",
          "value": 2.8098
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7583
      },
      "coherence_score": 2.809786796569824,
      "coherence_diagnostics": {
        "tau": 2.809786796569824,
        "grad_tau": 0.2083638608455658,
        "torsion": 0.0,
        "alignment": 2.194283962249756,
        "S_field": 0.7696852684020996,
        "Gamma_field": 0.17088989913463593,
        "S_over_Gamma": 4.503983497619629,
        "Da": 9.468600273132324,
        "E_coh": 0.5447224378585815,
        "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": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.35,
              41.35
            ],
            [
              -72.33,
              41.35
            ],
            [
              -72.29,
              41.31
            ],
            [
              -72.29,
              41.28
            ],
            [
              -72.31,
              41.26
            ],
            [
              -72.33,
              41.26
            ],
            [
              -72.34,
              41.25
            ],
            [
              -72.41,
              41.25
            ],
            [
              -72.42,
              41.24
            ],
            [
              -72.42,
              41.13
            ],
            [
              -72.52,
              41.03
            ],
            [
              -72.56,
              41.02
            ],
            [
              -72.57,
              41.04
            ],
            [
              -72.57,
              41.09
            ],
            [
              -72.55,
              41.11
            ],
            [
              -72.55,
              41.13
            ],
            [
              -72.57,
              41.15
            ],
            [
              -72.59,
              41.15
            ],
            [
              -72.6,
              41.16
            ],
            [
              -72.65,
              41.16
            ],
            [
              -72.66,
              41.15
            ],
            [
              -72.66,
              41.13
            ],
            [
              -72.64,
              41.11
            ],
            [
              -72.64,
              41.06
            ],
            [
              -72.68,
              41.04
            ],
            [
              -72.72,
              41.04
            ],
            [
              -72.76,
              41.06
            ],
            [
              -72.8,
              41.11
            ],
            [
              -72.8,
              41.17
            ],
            [
              -72.77,
              41.21
            ],
            [
              -72.75,
              41.22
            ],
            [
              -72.7,
              41.22
            ],
            [
              -72.7,
              41.2
            ],
            [
              -72.68,
              41.18
            ],
            [
              -72.67,
              41.19
            ],
            [
              -72.67,
              41.22
            ],
            [
              -72.66,
              41.22
            ],
            [
              -72.61,
              41.27
            ],
            [
              -72.55,
              41.27
            ],
            [
              -72.53,
              41.25
            ],
            [
              -72.5,
              41.25
            ],
            [
              -72.49,
              41.26
            ],
            [
              -72.47,
              41.25
            ],
            [
              -72.43,
              41.27
            ],
            [
              -72.4,
              41.3
            ],
            [
              -72.4,
              41.32
            ],
            [
              -72.35,
              41.35
            ]
          ]
        ]
      },
      "raw_probability": 0.7583,
      "confidence_lo": 0.025,
      "confidence_hi": 0.0256,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "16338440d67577f7c01e5bcfcfdc2829c6e1ef2ef7aecb8816b57dbdb8551654",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.7583,
        "probability": 0.025552,
        "confidence_lo": 0.024985,
        "confidence_hi": 0.025567,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d8fbce3558023531194b52c5458ffe247d3b2e28636d105b5c9a137c0f585f04",
        "signature": {
          "alg": "ed25519",
          "sig": "9171f9db69cd0d84c404a6ef2ccdc2df557107d9ac965bdab1ad0711f1cea9539494ad30fab98589a94a1522fefdb8dd1b87945507f0908501b30d3aac33990b"
        }
      },
      "receipt_sha256": "d8fbce3558023531194b52c5458ffe247d3b2e28636d105b5c9a137c0f585f04"
    },
    {
      "storm_id": "268391",
      "lat": 41.8727,
      "lon": -70.9391,
      "motion_east": 7.3,
      "motion_south": -5.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0256,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 892.0,
      "ebshear": 28.0,
      "srh01": 203.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 203.0
        },
        {
          "name": "hrrr_pwat",
          "value": 61.2454
        },
        {
          "name": "alignment",
          "value": -8.9516
        },
        {
          "name": "tau",
          "value": 2.8093
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7398
      },
      "coherence_score": 2.80926513671875,
      "coherence_diagnostics": {
        "tau": 2.80926513671875,
        "grad_tau": 0.16273096203804016,
        "torsion": 0.0,
        "alignment": -8.951623916625977,
        "S_field": 0.7941571474075317,
        "Gamma_field": 0.15422323346138,
        "S_over_Gamma": 5.149400234222412,
        "Da": 8.467117309570312,
        "E_coh": 0.5822588801383972,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -70.93,
              41.92
            ],
            [
              -70.9,
              41.91
            ],
            [
              -70.88,
              41.89
            ],
            [
              -70.88,
              41.85
            ],
            [
              -70.93,
              41.8
            ],
            [
              -70.98,
              41.8
            ],
            [
              -71.0,
              41.82
            ],
            [
              -71.0,
              41.87
            ],
            [
              -70.96,
              41.91
            ],
            [
              -70.94,
              41.91
            ],
            [
              -70.93,
              41.92
            ]
          ]
        ]
      },
      "raw_probability": 0.7398,
      "confidence_lo": 0.025,
      "confidence_hi": 0.0256,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "41a390b8152b583168dc30e14b83668bd58130d0d70731564d7f1f99f449a9b6",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.7398,
        "probability": 0.025552,
        "confidence_lo": 0.024985,
        "confidence_hi": 0.025567,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bf85f3398f981ab6de3844742ae14026c679a41971180a9a117a3a68580d4fc6",
        "signature": {
          "alg": "ed25519",
          "sig": "f86db374bda9282ad9f742c34510fce8a18607fc0c115b2c9814ec8e9647253374f22ab0b6ab0e7567297dd037aba8b1bd216f1403377947992d53471fc9ed0e"
        }
      },
      "receipt_sha256": "bf85f3398f981ab6de3844742ae14026c679a41971180a9a117a3a68580d4fc6"
    },
    {
      "storm_id": "268635",
      "lat": 40.9221,
      "lon": -72.4657,
      "motion_east": 10.2,
      "motion_south": -8.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0214,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1284.0,
      "ebshear": 14.0,
      "srh01": 179.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 179.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.7454
        },
        {
          "name": "alignment",
          "value": 2.1943
        },
        {
          "name": "tau",
          "value": 2.8098
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7123
      },
      "coherence_score": 2.809786796569824,
      "coherence_diagnostics": {
        "tau": 2.809786796569824,
        "grad_tau": 0.2083638608455658,
        "torsion": 0.0,
        "alignment": 2.194283962249756,
        "S_field": 0.7696852684020996,
        "Gamma_field": 0.17088989913463593,
        "S_over_Gamma": 4.503983497619629,
        "Da": 9.468600273132324,
        "E_coh": 0.5447224378585815,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.48,
              41.0
            ],
            [
              -72.43,
              41.0
            ],
            [
              -72.41,
              40.98
            ],
            [
              -72.42,
              40.9
            ],
            [
              -72.43,
              40.9
            ],
            [
              -72.44,
              40.89
            ],
            [
              -72.44,
              40.87
            ],
            [
              -72.47,
              40.85
            ],
            [
              -72.48,
              40.86
            ],
            [
              -72.5,
              40.86
            ],
            [
              -72.52,
              40.88
            ],
            [
              -72.52,
              40.94
            ],
            [
              -72.5,
              40.98
            ],
            [
              -72.48,
              41.0
            ]
          ]
        ]
      },
      "raw_probability": 0.7123,
      "confidence_lo": 0.0184,
      "confidence_hi": 0.0215,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "60e29ba262d5d9bd69651e903bfcde42f2df4c922b3a55122ef5627eef61ccbf",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.7123,
        "probability": 0.021439,
        "confidence_lo": 0.018388,
        "confidence_hi": 0.021505,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4389a8437f0a15ac265e987ad0e6bb761f9260cc8161a338a8afab454745846e",
        "signature": {
          "alg": "ed25519",
          "sig": "d41abc31e3dccd39afd306a3c665b0aebb373cfb3670eb1a361ef404c3ce24bcea73d2a49fad7c401392e4aff3792d2a0025ae21c7d972528f26101e52dccb0d"
        }
      },
      "receipt_sha256": "4389a8437f0a15ac265e987ad0e6bb761f9260cc8161a338a8afab454745846e"
    },
    {
      "storm_id": "268636",
      "lat": 40.8533,
      "lon": -72.62,
      "motion_east": 10.0,
      "motion_south": -8.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0214,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1426.0,
      "ebshear": 15.0,
      "srh01": 167.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 167.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.7454
        },
        {
          "name": "alignment",
          "value": 2.1943
        },
        {
          "name": "tau",
          "value": 2.8098
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7123
      },
      "coherence_score": 2.809786796569824,
      "coherence_diagnostics": {
        "tau": 2.809786796569824,
        "grad_tau": 0.2083638608455658,
        "torsion": 0.0,
        "alignment": 2.194283962249756,
        "S_field": 0.7696852684020996,
        "Gamma_field": 0.17088989913463593,
        "S_over_Gamma": 4.503983497619629,
        "Da": 9.468600273132324,
        "E_coh": 0.5447224378585815,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.61,
              40.9
            ],
            [
              -72.57,
              40.89
            ],
            [
              -72.57,
              40.85
            ],
            [
              -72.6,
              40.81
            ],
            [
              -72.65,
              40.8
            ],
            [
              -72.66,
              40.81
            ],
            [
              -72.66,
              40.85
            ],
            [
              -72.65,
              40.87
            ],
            [
              -72.61,
              40.9
            ]
          ]
        ]
      },
      "raw_probability": 0.7123,
      "confidence_lo": 0.0184,
      "confidence_hi": 0.0215,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "60e29ba262d5d9bd69651e903bfcde42f2df4c922b3a55122ef5627eef61ccbf",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.7123,
        "probability": 0.021439,
        "confidence_lo": 0.018388,
        "confidence_hi": 0.021505,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4389a8437f0a15ac265e987ad0e6bb761f9260cc8161a338a8afab454745846e",
        "signature": {
          "alg": "ed25519",
          "sig": "d41abc31e3dccd39afd306a3c665b0aebb373cfb3670eb1a361ef404c3ce24bcea73d2a49fad7c401392e4aff3792d2a0025ae21c7d972528f26101e52dccb0d"
        }
      },
      "receipt_sha256": "4389a8437f0a15ac265e987ad0e6bb761f9260cc8161a338a8afab454745846e"
    },
    {
      "storm_id": "268165",
      "lat": 45.1479,
      "lon": -68.3003,
      "motion_east": 6.3,
      "motion_south": -9.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0189,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 129.0,
      "ebshear": 30.0,
      "srh01": 183.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 183.0
        },
        {
          "name": "hrrr_pwat",
          "value": 60.3704
        },
        {
          "name": "alignment",
          "value": -10.2265
        },
        {
          "name": "tau",
          "value": 1.3239
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6903
      },
      "coherence_score": 1.3238894939422607,
      "coherence_diagnostics": {
        "tau": 1.3238894939422607,
        "grad_tau": 0.5051248669624329,
        "torsion": 0.0,
        "alignment": -10.226533889770508,
        "S_field": 0.44058355689048767,
        "Gamma_field": 0.3000565767288208,
        "S_over_Gamma": 1.4683349132537842,
        "Da": 17.50296974182129,
        "E_coh": 0.35633358359336853,
        "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": [
          [
            [
              -68.44,
              45.29
            ],
            [
              -68.39,
              45.29
            ],
            [
              -68.36,
              45.26
            ],
            [
              -68.35,
              45.22
            ],
            [
              -68.31,
              45.19
            ],
            [
              -68.27,
              45.19
            ],
            [
              -68.26,
              45.2
            ],
            [
              -68.22,
              45.2
            ],
            [
              -68.21,
              45.21
            ],
            [
              -68.15,
              45.21
            ],
            [
              -68.12,
              45.19
            ],
            [
              -68.09,
              45.2
            ],
            [
              -68.07,
              45.18
            ],
            [
              -68.08,
              45.16
            ],
            [
              -68.06,
              45.12
            ],
            [
              -68.09,
              45.11
            ],
            [
              -68.22,
              44.98
            ],
            [
              -68.24,
              44.97
            ],
            [
              -68.29,
              44.97
            ],
            [
              -68.32,
              45.0
            ],
            [
              -68.32,
              45.02
            ],
            [
              -68.33,
              45.03
            ],
            [
              -68.32,
              45.06
            ],
            [
              -68.34,
              45.08
            ],
            [
              -68.36,
              45.08
            ],
            [
              -68.38,
              45.1
            ],
            [
              -68.4,
              45.1
            ],
            [
              -68.43,
              45.12
            ],
            [
              -68.45,
              45.12
            ],
            [
              -68.49,
              45.15
            ],
            [
              -68.49,
              45.22
            ],
            [
              -68.46,
              45.25
            ],
            [
              -68.46,
              45.27
            ],
            [
              -68.44,
              45.29
            ]
          ]
        ]
      },
      "raw_probability": 0.6903,
      "confidence_lo": 0.0184,
      "confidence_hi": 0.0189,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "5dba9e910700ed446b96e857a94bc5d3a3ee239a2de6725ee5a81bc8d3869e35",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.6903,
        "probability": 0.01885,
        "confidence_lo": 0.018388,
        "confidence_hi": 0.018859,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a7d9f286b872e9d0430d720c1af243c00771a5dee944774cd2ea985f510598ef",
        "signature": {
          "alg": "ed25519",
          "sig": "5c8cd0206f095be962b169151917ab23f7c20c9da035265c403e2eec75e0d725e895485e3365c3881a0ebe4df74938529dc6c066c4079c5795535ecf2b426503"
        }
      },
      "receipt_sha256": "a7d9f286b872e9d0430d720c1af243c00771a5dee944774cd2ea985f510598ef"
    },
    {
      "storm_id": "267630",
      "lat": 41.5113,
      "lon": -71.872,
      "motion_east": 8.3,
      "motion_south": -6.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0189,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1024.0,
      "ebshear": 34.0,
      "srh01": 207.0,
      "maxllaz": 0.004,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 207.0
        },
        {
          "name": "hrrr_pwat",
          "value": 61.1204
        },
        {
          "name": "alignment",
          "value": 3.3283
        },
        {
          "name": "tau",
          "value": 2.9214
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6855
      },
      "coherence_score": 2.9213857650756836,
      "coherence_diagnostics": {
        "tau": 2.9213857650756836,
        "grad_tau": 0.07803194224834442,
        "torsion": 0.0,
        "alignment": 3.328324317932129,
        "S_field": 0.9459429383277893,
        "Gamma_field": 0.16255655884742737,
        "S_over_Gamma": 5.819161891937256,
        "Da": 9.063814163208008,
        "E_coh": 0.7841248512268066,
        "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": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -71.89,
              41.61
            ],
            [
              -71.84,
              41.61
            ],
            [
              -71.84,
              41.6
            ],
            [
              -71.82,
              41.59
            ],
            [
              -71.81,
              41.57
            ],
            [
              -71.8,
              41.43
            ],
            [
              -71.81,
              41.41
            ],
            [
              -71.84,
              41.39
            ],
            [
              -71.88,
              41.39
            ],
            [
              -71.9,
              41.41
            ],
            [
              -71.92,
              41.46
            ],
            [
              -71.95,
              41.49
            ],
            [
              -71.95,
              41.54
            ],
            [
              -71.94,
              41.56
            ],
            [
              -71.89,
              41.61
            ]
          ]
        ]
      },
      "raw_probability": 0.6855,
      "confidence_lo": 0.0184,
      "confidence_hi": 0.0189,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "de94e4bc337fd5fe8849adbdd152da90cbef94cc31b1a353e7a86c1966d1e0d8",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.6855,
        "probability": 0.01885,
        "confidence_lo": 0.018388,
        "confidence_hi": 0.018859,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8bf58ba1fb93b64d7a805d5bb4afb3a4fb9e56f4c46b542007c2c4977a9040d3",
        "signature": {
          "alg": "ed25519",
          "sig": "629971a571eb9c1282ce02f6c685315bde5af9c9f92cac08c14a095d15d36825b76c957cb5b774a3fb419dc8a38e892ba3c6c2f319dcd8eec650eede96448e0e"
        }
      },
      "receipt_sha256": "8bf58ba1fb93b64d7a805d5bb4afb3a4fb9e56f4c46b542007c2c4977a9040d3"
    },
    {
      "storm_id": "267571",
      "lat": 40.5933,
      "lon": -74.0125,
      "motion_east": 8.2,
      "motion_south": -5.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0189,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1597.0,
      "ebshear": 36.0,
      "srh01": 101.0,
      "maxllaz": 0.006,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 101.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.9954
        },
        {
          "name": "alignment",
          "value": 7.4668
        },
        {
          "name": "tau",
          "value": 2.6034
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6772
      },
      "coherence_score": 2.6034128665924072,
      "coherence_diagnostics": {
        "tau": 2.6034128665924072,
        "grad_tau": 0.3170555830001831,
        "torsion": 0.0,
        "alignment": 7.466782569885254,
        "S_field": 0.6929540634155273,
        "Gamma_field": 0.16172322630882263,
        "S_over_Gamma": 4.284814834594727,
        "Da": 9.160652160644531,
        "E_coh": 0.717793345451355,
        "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": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.0,
              40.63
            ],
            [
              -73.98,
              40.62
            ],
            [
              -73.98,
              40.6
            ],
            [
              -73.97,
              40.59
            ],
            [
              -73.98,
              40.57
            ],
            [
              -74.0,
              40.55
            ],
            [
              -74.06,
              40.55
            ],
            [
              -74.07,
              40.56
            ],
            [
              -74.07,
              40.58
            ],
            [
              -74.03,
              40.62
            ],
            [
              -74.01,
              40.62
            ],
            [
              -74.0,
              40.63
            ]
          ]
        ]
      },
      "raw_probability": 0.6772,
      "confidence_lo": 0.0184,
      "confidence_hi": 0.0189,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "bcfef493289c48d2778a6888f4da0b2525c3861d2ca7f7711f7264db4f0ec5b9",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.6772,
        "probability": 0.01885,
        "confidence_lo": 0.018388,
        "confidence_hi": 0.018859,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "262adb0eda2dc65d8ad3340264cad34a0f5b5819e3493b2557e1a5c0803b23f2",
        "signature": {
          "alg": "ed25519",
          "sig": "7e810639ebc54cbb8bfdb5a735bc02f580deaa8a0a1f333d0a7465af4303ea7a38b158a29aedb2732e8390b88590edd92c3e6360709e4082dafd85d7b7ea2a08"
        }
      },
      "receipt_sha256": "262adb0eda2dc65d8ad3340264cad34a0f5b5819e3493b2557e1a5c0803b23f2"
    },
    {
      "storm_id": "268347",
      "lat": 40.3706,
      "lon": -74.2094,
      "motion_east": 8.7,
      "motion_south": -6.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0189,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1697.0,
      "ebshear": 35.0,
      "srh01": 124.0,
      "maxllaz": 0.006,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 124.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.9954
        },
        {
          "name": "alignment",
          "value": 7.4668
        },
        {
          "name": "tau",
          "value": 2.6034
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6772
      },
      "coherence_score": 2.6034128665924072,
      "coherence_diagnostics": {
        "tau": 2.6034128665924072,
        "grad_tau": 0.3170555830001831,
        "torsion": 0.0,
        "alignment": 7.466782569885254,
        "S_field": 0.6929540634155273,
        "Gamma_field": 0.16172322630882263,
        "S_over_Gamma": 4.284814834594727,
        "Da": 9.160652160644531,
        "E_coh": 0.717793345451355,
        "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": [
          [
            [
              -74.18,
              40.43
            ],
            [
              -74.11,
              40.43
            ],
            [
              -74.1,
              40.41
            ],
            [
              -74.11,
              40.41
            ],
            [
              -74.12,
              40.39
            ],
            [
              -74.16,
              40.35
            ],
            [
              -74.17,
              40.36
            ],
            [
              -74.18,
              40.35
            ],
            [
              -74.2,
              40.35
            ],
            [
              -74.29,
              40.28
            ],
            [
              -74.34,
              40.28
            ],
            [
              -74.35,
              40.29
            ],
            [
              -74.35,
              40.33
            ],
            [
              -74.31,
              40.37
            ],
            [
              -74.22,
              40.42
            ],
            [
              -74.19,
              40.42
            ],
            [
              -74.18,
              40.43
            ]
          ]
        ]
      },
      "raw_probability": 0.6772,
      "confidence_lo": 0.0184,
      "confidence_hi": 0.0189,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "bcfef493289c48d2778a6888f4da0b2525c3861d2ca7f7711f7264db4f0ec5b9",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.6772,
        "probability": 0.01885,
        "confidence_lo": 0.018388,
        "confidence_hi": 0.018859,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "262adb0eda2dc65d8ad3340264cad34a0f5b5819e3493b2557e1a5c0803b23f2",
        "signature": {
          "alg": "ed25519",
          "sig": "7e810639ebc54cbb8bfdb5a735bc02f580deaa8a0a1f333d0a7465af4303ea7a38b158a29aedb2732e8390b88590edd92c3e6360709e4082dafd85d7b7ea2a08"
        }
      },
      "receipt_sha256": "262adb0eda2dc65d8ad3340264cad34a0f5b5819e3493b2557e1a5c0803b23f2"
    },
    {
      "storm_id": "268572",
      "lat": 40.752,
      "lon": -73.735,
      "motion_east": 8.6,
      "motion_south": -7.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0189,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1437.0,
      "ebshear": 35.0,
      "srh01": 119.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 119.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.9954
        },
        {
          "name": "alignment",
          "value": 7.4668
        },
        {
          "name": "tau",
          "value": 2.6034
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6772
      },
      "coherence_score": 2.6034128665924072,
      "coherence_diagnostics": {
        "tau": 2.6034128665924072,
        "grad_tau": 0.3170555830001831,
        "torsion": 0.0,
        "alignment": 7.466782569885254,
        "S_field": 0.6929540634155273,
        "Gamma_field": 0.16172322630882263,
        "S_over_Gamma": 4.284814834594727,
        "Da": 9.160652160644531,
        "E_coh": 0.717793345451355,
        "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": [
          [
            [
              -73.75,
              40.79
            ],
            [
              -73.71,
              40.79
            ],
            [
              -73.7,
              40.78
            ],
            [
              -73.7,
              40.73
            ],
            [
              -73.71,
              40.72
            ],
            [
              -73.73,
              40.72
            ],
            [
              -73.74,
              40.71
            ],
            [
              -73.78,
              40.72
            ],
            [
              -73.78,
              40.77
            ],
            [
              -73.75,
              40.79
            ]
          ]
        ]
      },
      "raw_probability": 0.6772,
      "confidence_lo": 0.0184,
      "confidence_hi": 0.0189,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "bcfef493289c48d2778a6888f4da0b2525c3861d2ca7f7711f7264db4f0ec5b9",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.6772,
        "probability": 0.01885,
        "confidence_lo": 0.018388,
        "confidence_hi": 0.018859,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "262adb0eda2dc65d8ad3340264cad34a0f5b5819e3493b2557e1a5c0803b23f2",
        "signature": {
          "alg": "ed25519",
          "sig": "7e810639ebc54cbb8bfdb5a735bc02f580deaa8a0a1f333d0a7465af4303ea7a38b158a29aedb2732e8390b88590edd92c3e6360709e4082dafd85d7b7ea2a08"
        }
      },
      "receipt_sha256": "262adb0eda2dc65d8ad3340264cad34a0f5b5819e3493b2557e1a5c0803b23f2"
    },
    {
      "storm_id": "268497",
      "lat": 39.9975,
      "lon": -74.9057,
      "motion_east": 6.9,
      "motion_south": -4.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0189,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2224.0,
      "ebshear": 35.0,
      "srh01": 120.0,
      "maxllaz": 0.006,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 120.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.1204
        },
        {
          "name": "alignment",
          "value": 2.9235
        },
        {
          "name": "tau",
          "value": 2.1804
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6765
      },
      "coherence_score": 2.180387496948242,
      "coherence_diagnostics": {
        "tau": 2.180387496948242,
        "grad_tau": 0.4095118045806885,
        "torsion": 0.0,
        "alignment": 2.9234776496887207,
        "S_field": 0.5322577357292175,
        "Gamma_field": 0.16422322392463684,
        "S_over_Gamma": 3.2410624027252197,
        "Da": 9.408135414123535,
        "E_coh": 0.8222419023513794,
        "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": [
          [
            [
              -74.74,
              40.21
            ],
            [
              -74.73,
              40.21
            ],
            [
              -74.72,
              40.21
            ],
            [
              -74.71,
              40.2
            ],
            [
              -74.7,
              40.2
            ],
            [
              -74.69,
              40.2
            ],
            [
              -74.68,
              40.19
            ],
            [
              -74.67,
              40.19
            ],
            [
              -74.66,
              40.2
            ],
            [
              -74.65,
              40.2
            ],
            [
              -74.64,
              40.2
            ],
            [
              -74.63,
              40.21
            ],
            [
              -74.62,
              40.21
            ],
            [
              -74.61,
              40.21
            ],
            [
              -74.6,
              40.21
            ],
            [
              -74.59,
              40.21
            ],
            [
              -74.58,
              40.2
            ],
            [
              -74.58,
              40.19
            ],
            [
              -74.58,
              40.18
            ],
            [
              -74.58,
              40.17
            ],
            [
              -74.57,
              40.16
            ],
            [
              -74.58,
              40.15
            ],
            [
              -74.59,
              40.14
            ],
            [
              -74.6,
              40.14
            ],
            [
              -74.61,
              40.14
            ],
            [
              -74.62,
              40.14
            ],
            [
              -74.63,
              40.14
            ],
            [
              -74.64,
              40.14
            ],
            [
              -74.65,
              40.14
            ],
            [
              -74.66,
              40.14
            ],
            [
              -74.67,
              40.14
            ],
            [
              -74.68,
              40.14
            ],
            [
              -74.69,
              40.14
            ],
            [
              -74.7,
              40.14
            ],
            [
              -74.71,
              40.13
            ],
            [
              -74.72,
              40.12
            ],
            [
              -74.73,
              40.12
            ],
            [
              -74.74,
              40.12
            ],
            [
              -74.75,
              40.12
            ],
            [
              -74.76,
              40.11
            ],
            [
              -74.77,
              40.11
            ],
            [
              -74.78,
              40.11
            ],
            [
              -74.79,
              40.1
            ],
            [
              -74.8,
              40.1
            ],
            [
              -74.81,
              40.09
            ],
            [
              -74.81,
              40.08
            ],
            [
              -74.8,
              40.07
            ],
            [
              -74.79,
              40.07
            ],
            [
              -74.79,
              40.06
            ],
            [
              -74.79,
              40.05
            ],
            [
              -74.79,
              40.04
            ],
            [
              -74.79,
              40.03
            ],
            [
              -74.79,
              40.02
            ],
            [
              -74.8,
              40.01
            ],
            [
              -74.81,
              40.0
            ],
            [
              -74.82,
              39.99
            ],
            [
              -74.83,
              39.98
            ],
            [
              -74.84,
              39.98
            ],
            [
              -74.85,
              39.97
            ],
            [
              -74.86,
              39.97
            ],
            [
              -74.87,
              39.96
            ],
            [
              -74.88,
              39.96
            ],
            [
              -74.89,
              39.95
            ],
            [
              -74.9,
              39.95
            ],
            [
              -74.91,
              39.94
            ],
            [
              -74.92,
              39.94
            ],
            [
              -74.93,
              39.93
            ],
            [
              -74.94,
              39.93
            ],
            [
              -74.95,
              39.92
            ],
            [
              -74.96,
              39.91
            ],
            [
              -74.97,
              39.91
            ],
            [
              -74.98,
              39.91
            ],
            [
              -74.99,
              39.91
            ],
            [
              -75.0,
              39.9
            ],
            [
              -75.01,
              39.89
            ],
            [
              -75.02,
              39.88
            ],
            [
              -75.03,
              39.87
            ],
            [
              -75.03,
              39.86
            ],
            [
              -75.04,
              39.85
            ],
            [
              -75.04,
              39.84
            ],
            [
              -75.04,
              39.83
            ],
            [
              -75.05,
              39.82
            ],
            [
              -75.05,
              39.81
            ],
            [
              -75.05,
              39.8
            ],
            [
              -75.05,
              39.79
            ],
            [
              -75.05,
              39.78
            ],
            [
              -75.05,
              39.77
            ],
            [
              -75.05,
              39.76
            ],
            [
              -75.06,
              39.76
            ],
            [
              -75.07,
              39.76
            ],
            [
              -75.08,
              39.76
            ],
            [
              -75.09,
              39.76
            ],
            [
              -75.1,
              39.76
            ],
            [
              -75.1,
              39.77
            ],
            [
              -75.1,
              39.78
            ],
            [
              -75.11,
              39.79
            ],
            [
              -75.12,
              39.79
            ],
            [
              -75.13,
              39.79
            ],
            [
              -75.14,
              39.78
            ],
            [
              -75.15,
              39.78
            ],
            [
              -75.16,
              39.77
            ],
            [
              -75.17,
              39.77
            ],
            [
              -75.18,
              39.76
            ],
            [
              -75.19,
              39.76
            ],
            [
              -75.2,
              39.75
            ],
            [
              -75.21,
              39.75
            ],
            [
              -75.22,
              39.76
            ],
            [
              -75.23,
              39.76
            ],
            [
              -75.23,
              39.77
            ],
            [
              -75.23,
              39.78
            ],
            [
              -75.23,
              39.79
            ],
            [
              -75.23,
              39.8
            ],
            [
              -75.23,
              39.81
            ],
            [
              -75.22,
              39.82
            ],
            [
              -75.21,
              39.83
            ],
            [
              -75.2,
              39.83
            ],
            [
              -75.19,
              39.84
            ],
            [
              -75.18,
              39.85
            ],
            [
              -75.17,
              39.86
            ],
            [
              -75.16,
              39.86
            ],
            [
              -75.15,
              39.87
            ],
            [
              -75.14,
              39.87
            ],
            [
              -75.13,
              39.87
            ],
            [
              -75.12,
              39.88
            ],
            [
              -75.11,
              39.89
            ],
            [
              -75.1,
              39.9
            ],
            [
              -75.09,
              39.91
            ],
            [
              -75.08,
              39.91
            ],
            [
              -75.07,
              39.92
            ],
            [
              -75.06,
              39.93
            ],
            [
              -75.05,
              39.93
            ],
            [
              -75.04,
              39.94
            ],
            [
              -75.04,
              39.95
            ],
            [
              -75.03,
              39.96
            ],
            [
              -75.03,
              39.97
            ],
            [
              -75.03,
              39.98
            ],
            [
              -75.02,
              39.99
            ],
            [
              -75.01,
              40.0
            ],
            [
              -75.01,
              40.01
            ],
            [
              -75.0,
              40.02
            ],
            [
              -74.99,
              40.03
            ],
            [
              -74.98,
              40.04
            ],
            [
              -74.97,
              40.04
            ],
            [
              -74.96,
              40.04
            ],
            [
              -74.95,
              40.05
            ],
            [
              -74.94,
              40.05
            ],
            [
              -74.93,
              40.05
            ],
            [
              -74.92,
              40.06
            ],
            [
              -74.91,
              40.07
            ],
            [
              -74.9,
              40.07
            ],
            [
              -74.89,
              40.08
            ],
            [
              -74.88,
              40.08
            ],
            [
              -74.87,
              40.09
            ],
            [
              -74.86,
              40.09
            ],
            [
              -74.85,
              40.1
            ],
            [
              -74.84,
              40.1
            ],
            [
              -74.83,
              40.1
            ],
            [
              -74.82,
              40.1
            ],
            [
              -74.81,
              40.1
            ],
            [
              -74.8,
              40.1
            ],
            [
              -74.79,
              40.11
            ],
            [
              -74.79,
              40.12
            ],
            [
              -74.8,
              40.13
            ],
            [
              -74.8,
              40.14
            ],
            [
              -74.8,
              40.15
            ],
            [
              -74.8,
              40.16
            ],
            [
              -74.8,
              40.17
            ],
            [
              -74.79,
              40.18
            ],
            [
              -74.78,
              40.18
            ],
            [
              -74.77,
              40.18
            ],
            [
              -74.76,
              40.19
            ],
            [
              -74.75,
              40.2
            ],
            [
              -74.74,
              40.21
            ]
          ]
        ]
      },
      "raw_probability": 0.6765,
      "confidence_lo": 0.0184,
      "confidence_hi": 0.0189,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "24a1063d0a8d0cc6913d66066ea9de16be4f438ecc869cb1a401c689b4e1f4dd",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.6765,
        "probability": 0.01885,
        "confidence_lo": 0.018388,
        "confidence_hi": 0.018859,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8c305804e912590ea51b0bac8cbffdedd8f4e344cd1c5eafd36ecf584cdfc1ca",
        "signature": {
          "alg": "ed25519",
          "sig": "ef7193ff2e83fd2c633272e9d5b1c4deedee5e29d585dcf11122fe1c3bf9d362d8251e773ef4d7607b6e9f5dec832aa26cc72a7dba1b56c5ed8ff145e52a2303"
        }
      },
      "receipt_sha256": "8c305804e912590ea51b0bac8cbffdedd8f4e344cd1c5eafd36ecf584cdfc1ca"
    },
    {
      "storm_id": "268233",
      "lat": 39.6383,
      "lon": -74.3837,
      "motion_east": 8.6,
      "motion_south": -6.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0189,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1562.0,
      "ebshear": 19.0,
      "srh01": 98.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 98.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.1204
        },
        {
          "name": "alignment",
          "value": 2.9235
        },
        {
          "name": "tau",
          "value": 2.1804
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6751
      },
      "coherence_score": 2.180387496948242,
      "coherence_diagnostics": {
        "tau": 2.180387496948242,
        "grad_tau": 0.4095118045806885,
        "torsion": 0.0,
        "alignment": 2.9234776496887207,
        "S_field": 0.5322577357292175,
        "Gamma_field": 0.16422322392463684,
        "S_over_Gamma": 3.2410624027252197,
        "Da": 9.408135414123535,
        "E_coh": 0.8222419023513794,
        "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": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.43,
              39.79
            ],
            [
              -74.38,
              39.79
            ],
            [
              -74.37,
              39.78
            ],
            [
              -74.38,
              39.72
            ],
            [
              -74.35,
              39.68
            ],
            [
              -74.27,
              39.68
            ],
            [
              -74.23,
              39.66
            ],
            [
              -74.22,
              39.64
            ],
            [
              -74.22,
              39.6
            ],
            [
              -74.27,
              39.53
            ],
            [
              -74.28,
              39.51
            ],
            [
              -74.28,
              39.48
            ],
            [
              -74.31,
              39.45
            ],
            [
              -74.35,
              39.45
            ],
            [
              -74.36,
              39.46
            ],
            [
              -74.37,
              39.48
            ],
            [
              -74.37,
              39.55
            ],
            [
              -74.38,
              39.56
            ],
            [
              -74.38,
              39.59
            ],
            [
              -74.44,
              39.66
            ],
            [
              -74.46,
              39.66
            ],
            [
              -74.47,
              39.65
            ],
            [
              -74.51,
              39.65
            ],
            [
              -74.53,
              39.66
            ],
            [
              -74.52,
              39.68
            ],
            [
              -74.52,
              39.73
            ],
            [
              -74.49,
              39.74
            ],
            [
              -74.47,
              39.76
            ],
            [
              -74.47,
              39.77
            ],
            [
              -74.43,
              39.79
            ]
          ]
        ]
      },
      "raw_probability": 0.6751,
      "confidence_lo": 0.0184,
      "confidence_hi": 0.0189,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "4eea88d38c7c8ecfc47c76f2badd7ef2f5b285605a2b950a163ab7f5f8a9f5eb",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.6751,
        "probability": 0.01885,
        "confidence_lo": 0.018388,
        "confidence_hi": 0.018859,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dcb5ec7c9709182f6ccc5cfd6d258a2ecd7491ba0a2625f8cddb52bee90db980",
        "signature": {
          "alg": "ed25519",
          "sig": "aecd2747f5195f642b50734d9e76bebb00f633f1cd00b3a1bcf832a4c0532acb63b5033a9dff97b688f08be2c548c8ae7faab855ca53293ec124f404862a9a05"
        }
      },
      "receipt_sha256": "dcb5ec7c9709182f6ccc5cfd6d258a2ecd7491ba0a2625f8cddb52bee90db980"
    },
    {
      "storm_id": "268365",
      "lat": 40.4533,
      "lon": -73.0728,
      "motion_east": 9.8,
      "motion_south": -9.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0189,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1426.0,
      "ebshear": 13.0,
      "srh01": 127.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 127.0
        },
        {
          "name": "hrrr_pwat",
          "value": 61.4954
        },
        {
          "name": "alignment",
          "value": 8.5177
        },
        {
          "name": "tau",
          "value": 2.8292
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.66
      },
      "coherence_score": 2.829174518585205,
      "coherence_diagnostics": {
        "tau": 2.829174518585205,
        "grad_tau": 0.10921519994735718,
        "torsion": 0.0,
        "alignment": 8.517674446105957,
        "S_field": 0.7617783546447754,
        "Gamma_field": 0.1583898961544037,
        "S_over_Gamma": 4.809513568878174,
        "Da": 8.616703987121582,
        "E_coh": 0.736513614654541,
        "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": [
          [
            [
              -73.02,
              40.55
            ],
            [
              -72.98,
              40.55
            ],
            [
              -72.97,
              40.54
            ],
            [
              -72.97,
              40.51
            ],
            [
              -73.01,
              40.47
            ],
            [
              -73.05,
              40.45
            ],
            [
              -73.08,
              40.42
            ],
            [
              -73.1,
              40.38
            ],
            [
              -73.11,
              40.38
            ],
            [
              -73.14,
              40.35
            ],
            [
              -73.18,
              40.35
            ],
            [
              -73.19,
              40.36
            ],
            [
              -73.18,
              40.39
            ],
            [
              -73.11,
              40.43
            ],
            [
              -73.08,
              40.46
            ],
            [
              -73.06,
              40.5
            ],
            [
              -73.06,
              40.52
            ],
            [
              -73.02,
              40.55
            ]
          ]
        ]
      },
      "raw_probability": 0.66,
      "confidence_lo": 0.0184,
      "confidence_hi": 0.0189,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "589e5ac279b054e6e99b0e0f3e434b84cbc9c0646d541f75d838d81370ccdbcb",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.66,
        "probability": 0.01885,
        "confidence_lo": 0.018388,
        "confidence_hi": 0.018859,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bb0daaab126053af23a170e78a1b862dc87d8f1d0af408a0b6c24a161063b9c8",
        "signature": {
          "alg": "ed25519",
          "sig": "2ce9c5643c3fa3a0caf046c239ca98faddc65749903e1b034fdf4d888e2ebae02d601a546f5f5f0c5d69a664e105f6d47c72fc90d36a588dd6612210b9928a04"
        }
      },
      "receipt_sha256": "bb0daaab126053af23a170e78a1b862dc87d8f1d0af408a0b6c24a161063b9c8"
    },
    {
      "storm_id": "268609",
      "lat": 40.6493,
      "lon": -73.1793,
      "motion_east": 9.8,
      "motion_south": -9.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0189,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1540.0,
      "ebshear": 14.0,
      "srh01": 113.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 113.0
        },
        {
          "name": "hrrr_pwat",
          "value": 61.4954
        },
        {
          "name": "alignment",
          "value": 8.5177
        },
        {
          "name": "tau",
          "value": 2.8292
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.66
      },
      "coherence_score": 2.829174518585205,
      "coherence_diagnostics": {
        "tau": 2.829174518585205,
        "grad_tau": 0.10921519994735718,
        "torsion": 0.0,
        "alignment": 8.517674446105957,
        "S_field": 0.7617783546447754,
        "Gamma_field": 0.1583898961544037,
        "S_over_Gamma": 4.809513568878174,
        "Da": 8.616703987121582,
        "E_coh": 0.736513614654541,
        "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": [
          [
            [
              -73.17,
              40.7
            ],
            [
              -73.15,
              40.69
            ],
            [
              -73.13,
              40.65
            ],
            [
              -73.13,
              40.63
            ],
            [
              -73.14,
              40.62
            ],
            [
              -73.15,
              40.58
            ],
            [
              -73.2,
              40.58
            ],
            [
              -73.22,
              40.6
            ],
            [
              -73.23,
              40.64
            ],
            [
              -73.22,
              40.65
            ],
            [
              -73.22,
              40.67
            ],
            [
              -73.2,
              40.69
            ],
            [
              -73.18,
              40.69
            ],
            [
              -73.17,
              40.7
            ]
          ]
        ]
      },
      "raw_probability": 0.66,
      "confidence_lo": 0.0184,
      "confidence_hi": 0.0189,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "589e5ac279b054e6e99b0e0f3e434b84cbc9c0646d541f75d838d81370ccdbcb",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.66,
        "probability": 0.01885,
        "confidence_lo": 0.018388,
        "confidence_hi": 0.018859,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bb0daaab126053af23a170e78a1b862dc87d8f1d0af408a0b6c24a161063b9c8",
        "signature": {
          "alg": "ed25519",
          "sig": "2ce9c5643c3fa3a0caf046c239ca98faddc65749903e1b034fdf4d888e2ebae02d601a546f5f5f0c5d69a664e105f6d47c72fc90d36a588dd6612210b9928a04"
        }
      },
      "receipt_sha256": "bb0daaab126053af23a170e78a1b862dc87d8f1d0af408a0b6c24a161063b9c8"
    },
    {
      "storm_id": "268393",
      "lat": 41.66,
      "lon": -71.3572,
      "motion_east": 8.9,
      "motion_south": -8.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0187,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1096.0,
      "ebshear": 18.0,
      "srh01": 198.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 198.0
        },
        {
          "name": "hrrr_pwat",
          "value": 61.2454
        },
        {
          "name": "alignment",
          "value": -8.9516
        },
        {
          "name": "tau",
          "value": 2.8093
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6446
      },
      "coherence_score": 2.80926513671875,
      "coherence_diagnostics": {
        "tau": 2.80926513671875,
        "grad_tau": 0.16273096203804016,
        "torsion": 0.0,
        "alignment": -8.951623916625977,
        "S_field": 0.7941571474075317,
        "Gamma_field": 0.15422323346138,
        "S_over_Gamma": 5.149400234222412,
        "Da": 8.467117309570312,
        "E_coh": 0.5822588801383972,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -71.29,
              41.79
            ],
            [
              -71.23,
              41.78
            ],
            [
              -71.2,
              41.72
            ],
            [
              -71.21,
              41.68
            ],
            [
              -71.27,
              41.56
            ],
            [
              -71.31,
              41.54
            ],
            [
              -71.34,
              41.51
            ],
            [
              -71.4,
              41.51
            ],
            [
              -71.41,
              41.53
            ],
            [
              -71.41,
              41.59
            ],
            [
              -71.4,
              41.6
            ],
            [
              -71.42,
              41.63
            ],
            [
              -71.46,
              41.63
            ],
            [
              -71.47,
              41.64
            ],
            [
              -71.47,
              41.67
            ],
            [
              -71.45,
              41.69
            ],
            [
              -71.41,
              41.71
            ],
            [
              -71.4,
              41.7
            ],
            [
              -71.36,
              41.72
            ],
            [
              -71.37,
              41.68
            ],
            [
              -71.35,
              41.67
            ],
            [
              -71.34,
              41.68
            ],
            [
              -71.34,
              41.73
            ],
            [
              -71.33,
              41.75
            ],
            [
              -71.29,
              41.79
            ]
          ]
        ]
      },
      "raw_probability": 0.6446,
      "confidence_lo": 0.0121,
      "confidence_hi": 0.0188,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "c20f3e709dc7917aabb411489886fbd5ca4db7b6f20c8fa9fd97aa94454c7f34",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.6446,
        "probability": 0.01869,
        "confidence_lo": 0.012059,
        "confidence_hi": 0.018816,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "968b99b8593bf6b8e84185f1dd2d826b8336438ec750a53225fa794b4753497e",
        "signature": {
          "alg": "ed25519",
          "sig": "d36bf15c5d2070c788903420bf99918a0cd7b9a0f281e67edd486243198a32dba23476f0a915eed11680e09bfc3b4f9dc37ff7b6e39729dce0927119f748b40c"
        }
      },
      "receipt_sha256": "968b99b8593bf6b8e84185f1dd2d826b8336438ec750a53225fa794b4753497e"
    },
    {
      "storm_id": "266800",
      "lat": 39.66,
      "lon": -74.7834,
      "motion_east": 7.6,
      "motion_south": -6.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0148,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1864.0,
      "ebshear": 28.0,
      "srh01": 114.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 114.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.1204
        },
        {
          "name": "alignment",
          "value": 2.9235
        },
        {
          "name": "tau",
          "value": 2.1804
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6373
      },
      "coherence_score": 2.180387496948242,
      "coherence_diagnostics": {
        "tau": 2.180387496948242,
        "grad_tau": 0.4095118045806885,
        "torsion": 0.0,
        "alignment": 2.9234776496887207,
        "S_field": 0.5322577357292175,
        "Gamma_field": 0.16422322392463684,
        "S_over_Gamma": 3.2410624027252197,
        "Da": 9.408135414123535,
        "E_coh": 0.8222419023513794,
        "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": 7,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.78,
              39.84
            ],
            [
              -74.77,
              39.84
            ],
            [
              -74.77,
              39.83
            ],
            [
              -74.75,
              39.81
            ],
            [
              -74.75,
              39.76
            ],
            [
              -74.78,
              39.71
            ],
            [
              -74.77,
              39.64
            ],
            [
              -74.75,
              39.62
            ],
            [
              -74.72,
              39.62
            ],
            [
              -74.71,
              39.63
            ],
            [
              -74.69,
              39.62
            ],
            [
              -74.65,
              39.62
            ],
            [
              -74.61,
              39.6
            ],
            [
              -74.61,
              39.59
            ],
            [
              -74.57,
              39.56
            ],
            [
              -74.57,
              39.54
            ],
            [
              -74.6,
              39.54
            ],
            [
              -74.62,
              39.52
            ],
            [
              -74.66,
              39.52
            ],
            [
              -74.69,
              39.5
            ],
            [
              -74.78,
              39.5
            ],
            [
              -74.79,
              39.51
            ],
            [
              -74.84,
              39.51
            ],
            [
              -74.84,
              39.54
            ],
            [
              -74.85,
              39.56
            ],
            [
              -74.87,
              39.58
            ],
            [
              -74.88,
              39.58
            ],
            [
              -74.88,
              39.6
            ],
            [
              -74.89,
              39.61
            ],
            [
              -74.89,
              39.68
            ],
            [
              -74.92,
              39.71
            ],
            [
              -74.94,
              39.71
            ],
            [
              -74.95,
              39.72
            ],
            [
              -74.95,
              39.76
            ],
            [
              -74.94,
              39.78
            ],
            [
              -74.92,
              39.78
            ],
            [
              -74.91,
              39.79
            ],
            [
              -74.84,
              39.79
            ],
            [
              -74.83,
              39.8
            ],
            [
              -74.81,
              39.8
            ],
            [
              -74.78,
              39.84
            ]
          ]
        ]
      },
      "raw_probability": 0.6373,
      "confidence_lo": 0.0121,
      "confidence_hi": 0.0149,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "a30a456cbdb80fa137e221941e0258ac99571108bb05a2ed69ababec2b026b99",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.6373,
        "probability": 0.014839,
        "confidence_lo": 0.012059,
        "confidence_hi": 0.014881,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7d72ad21e1367ce251b89a6404e9b4abc8cbd931c184edb000bb37cd5d2611da",
        "signature": {
          "alg": "ed25519",
          "sig": "d3a801e7faa45e71a3fbfc1fd131aab0396f09ba7f17add53514c037102f21a3483f848544f3bf2855965abafe89e8244106ee609c5a8cd24575726c9c225902"
        }
      },
      "receipt_sha256": "7d72ad21e1367ce251b89a6404e9b4abc8cbd931c184edb000bb37cd5d2611da"
    },
    {
      "storm_id": "268451",
      "lat": 45.4973,
      "lon": -69.17,
      "motion_east": 5.8,
      "motion_south": -9.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0125,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 71.0,
      "ebshear": 27.0,
      "srh01": 161.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 161.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.9954
        },
        {
          "name": "alignment",
          "value": -10.386
        },
        {
          "name": "tau",
          "value": 1.4334
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6244
      },
      "coherence_score": 1.4333516359329224,
      "coherence_diagnostics": {
        "tau": 1.4333516359329224,
        "grad_tau": 0.30961573123931885,
        "torsion": 0.0,
        "alignment": -10.385967254638672,
        "S_field": 0.46003472805023193,
        "Gamma_field": 0.2542232275009155,
        "S_over_Gamma": 1.8095699548721313,
        "Da": 14.969298362731934,
        "E_coh": 0.21260152757167816,
        "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": [
          [
            [
              -69.23,
              45.54
            ],
            [
              -69.21,
              45.54
            ],
            [
              -69.2,
              45.53
            ],
            [
              -69.16,
              45.53
            ],
            [
              -69.15,
              45.52
            ],
            [
              -69.03,
              45.51
            ],
            [
              -69.03,
              45.45
            ],
            [
              -69.06,
              45.43
            ],
            [
              -69.1,
              45.43
            ],
            [
              -69.14,
              45.45
            ],
            [
              -69.25,
              45.46
            ],
            [
              -69.26,
              45.47
            ],
            [
              -69.26,
              45.53
            ],
            [
              -69.24,
              45.53
            ],
            [
              -69.23,
              45.54
            ]
          ]
        ]
      },
      "raw_probability": 0.6244,
      "confidence_lo": 0.0121,
      "confidence_hi": 0.0126,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "ddecf475e1140109e6bb649b8842fee63782e2d02ce218161c204352eb6abb9b",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.6244,
        "probability": 0.012548,
        "confidence_lo": 0.012059,
        "confidence_hi": 0.012555,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "70abefbfb8702ee58fcf81064f4b59f6c4a93bc42a5fbf9c6e9feaeb1ab4c8bf",
        "signature": {
          "alg": "ed25519",
          "sig": "0074103effd0a4922bb0a5c267716457972d4f5906b3bbf364224d8fec0add3b6793b0ed79b3b607603162e72fb28d019cb1e50ef3013b4f88041575007ddd02"
        }
      },
      "receipt_sha256": "70abefbfb8702ee58fcf81064f4b59f6c4a93bc42a5fbf9c6e9feaeb1ab4c8bf"
    },
    {
      "storm_id": "268632",
      "lat": 45.0218,
      "lon": -74.0491,
      "motion_east": 9.0,
      "motion_south": -6.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0125,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 803.0,
      "ebshear": 29.0,
      "srh01": 118.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 118.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.7454
        },
        {
          "name": "alignment",
          "value": -4.4241
        },
        {
          "name": "tau",
          "value": 1.815
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6231
      },
      "coherence_score": 1.815037488937378,
      "coherence_diagnostics": {
        "tau": 1.815037488937378,
        "grad_tau": 0.2516498863697052,
        "torsion": 0.0,
        "alignment": -4.4240875244140625,
        "S_field": 0.5794080495834351,
        "Gamma_field": 0.2700565755367279,
        "S_over_Gamma": 2.1455061435699463,
        "Da": 15.98886489868164,
        "E_coh": 0.3225686550140381,
        "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": [
          [
            [
              -74.08,
              45.06
            ],
            [
              -74.01,
              45.06
            ],
            [
              -73.99,
              45.04
            ],
            [
              -73.99,
              45.0
            ],
            [
              -74.02,
              44.98
            ],
            [
              -74.05,
              44.98
            ],
            [
              -74.07,
              44.99
            ],
            [
              -74.07,
              45.0
            ],
            [
              -74.09,
              45.02
            ],
            [
              -74.09,
              45.05
            ],
            [
              -74.08,
              45.06
            ]
          ]
        ]
      },
      "raw_probability": 0.6231,
      "confidence_lo": 0.0121,
      "confidence_hi": 0.0126,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "b298b2fb0c57430460f8899400daddc05f7d3b31af0c7fe51ec8ae8c80d81a71",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.6231,
        "probability": 0.012548,
        "confidence_lo": 0.012059,
        "confidence_hi": 0.012555,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f1ca74a5d00c931ae189e2f1425a7e166e564acf488666a57e575c305fa85bc4",
        "signature": {
          "alg": "ed25519",
          "sig": "2e934bd08198c54a4bddc398e085e03d7261fe9290a06c4ae28fed3193b6c48832e4f31f9b82eb4e3c0e7cda4d75ef07f8f253334aa51a63bfd71bcb4690d500"
        }
      },
      "receipt_sha256": "f1ca74a5d00c931ae189e2f1425a7e166e564acf488666a57e575c305fa85bc4"
    },
    {
      "storm_id": "268611",
      "lat": 40.249,
      "lon": -74.868,
      "motion_east": 6.7,
      "motion_south": -4.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0125,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1730.0,
      "ebshear": 40.0,
      "srh01": 136.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 136.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.3704
        },
        {
          "name": "alignment",
          "value": 6.1625
        },
        {
          "name": "tau",
          "value": 2.1953
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6003
      },
      "coherence_score": 2.1952834129333496,
      "coherence_diagnostics": {
        "tau": 2.1952834129333496,
        "grad_tau": 0.42716825008392334,
        "torsion": 0.0,
        "alignment": 6.162461757659912,
        "S_field": 0.4848971366882324,
        "Gamma_field": 0.21588990092277527,
        "S_over_Gamma": 2.2460389137268066,
        "Da": 12.173441886901855,
        "E_coh": 0.8150818943977356,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.88,
              40.29
            ],
            [
              -74.85,
              40.29
            ],
            [
              -74.83,
              40.26
            ],
            [
              -74.83,
              40.21
            ],
            [
              -74.84,
              40.2
            ],
            [
              -74.89,
              40.2
            ],
            [
              -74.9,
              40.21
            ],
            [
              -74.9,
              40.26
            ],
            [
              -74.88,
              40.28
            ],
            [
              -74.88,
              40.29
            ]
          ]
        ]
      },
      "raw_probability": 0.6003,
      "confidence_lo": 0.0121,
      "confidence_hi": 0.0126,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "4a611e9502db1960765d0d9fec2d0ca64ed52efe13d072d0e09799612b6c3c68",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.6003,
        "probability": 0.012548,
        "confidence_lo": 0.012059,
        "confidence_hi": 0.012555,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a87d67395bbd6d1486f678154c6fe7aa11e7868314c1388bebc1b04d35e76802",
        "signature": {
          "alg": "ed25519",
          "sig": "4d27befdc6ebe850cbca400db5543968065156e6f025ea2f74c8f6a2f43e9f568ff84f02eda4c36dec84557feb81877edc4ed3daa697fc64e9f7d08b5d9ea106"
        }
      },
      "receipt_sha256": "a87d67395bbd6d1486f678154c6fe7aa11e7868314c1388bebc1b04d35e76802"
    },
    {
      "storm_id": "268638",
      "lat": 40.3925,
      "lon": -74.5592,
      "motion_east": 7.6,
      "motion_south": -4.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0125,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1648.0,
      "ebshear": 38.0,
      "srh01": 129.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 129.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.3704
        },
        {
          "name": "alignment",
          "value": 6.1625
        },
        {
          "name": "tau",
          "value": 2.1953
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6003
      },
      "coherence_score": 2.1952834129333496,
      "coherence_diagnostics": {
        "tau": 2.1952834129333496,
        "grad_tau": 0.42716825008392334,
        "torsion": 0.0,
        "alignment": 6.162461757659912,
        "S_field": 0.4848971366882324,
        "Gamma_field": 0.21588990092277527,
        "S_over_Gamma": 2.2460389137268066,
        "Da": 12.173441886901855,
        "E_coh": 0.8150818943977356,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.54,
              40.43
            ],
            [
              -74.53,
              40.42
            ],
            [
              -74.54,
              40.41
            ],
            [
              -74.53,
              40.39
            ],
            [
              -74.55,
              40.36
            ],
            [
              -74.54,
              40.35
            ],
            [
              -74.6,
              40.34
            ],
            [
              -74.61,
              40.35
            ],
            [
              -74.61,
              40.39
            ],
            [
              -74.57,
              40.42
            ],
            [
              -74.55,
              40.42
            ],
            [
              -74.54,
              40.43
            ]
          ]
        ]
      },
      "raw_probability": 0.6003,
      "confidence_lo": 0.0121,
      "confidence_hi": 0.0126,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "4a611e9502db1960765d0d9fec2d0ca64ed52efe13d072d0e09799612b6c3c68",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.6003,
        "probability": 0.012548,
        "confidence_lo": 0.012059,
        "confidence_hi": 0.012555,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a87d67395bbd6d1486f678154c6fe7aa11e7868314c1388bebc1b04d35e76802",
        "signature": {
          "alg": "ed25519",
          "sig": "4d27befdc6ebe850cbca400db5543968065156e6f025ea2f74c8f6a2f43e9f568ff84f02eda4c36dec84557feb81877edc4ed3daa697fc64e9f7d08b5d9ea106"
        }
      },
      "receipt_sha256": "a87d67395bbd6d1486f678154c6fe7aa11e7868314c1388bebc1b04d35e76802"
    },
    {
      "storm_id": "268630",
      "lat": 45.406,
      "lon": -73.981,
      "motion_east": 7.2,
      "motion_south": -3.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0125,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 648.0,
      "ebshear": 29.0,
      "srh01": 89.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 89.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.7454
        },
        {
          "name": "alignment",
          "value": -4.64
        },
        {
          "name": "tau",
          "value": 1.5473
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5981
      },
      "coherence_score": 1.5472743511199951,
      "coherence_diagnostics": {
        "tau": 1.5472743511199951,
        "grad_tau": 0.24988853931427002,
        "torsion": 0.0,
        "alignment": -4.640009880065918,
        "S_field": 0.3715707063674927,
        "Gamma_field": 0.41255655884742737,
        "S_over_Gamma": 0.9006539583206177,
        "Da": 25.492828369140625,
        "E_coh": 0.11345401406288147,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.0,
              45.44
            ],
            [
              -73.99,
              45.44
            ],
            [
              -73.97,
              45.42
            ],
            [
              -73.94,
              45.42
            ],
            [
              -73.94,
              45.38
            ],
            [
              -73.95,
              45.37
            ],
            [
              -74.0,
              45.37
            ],
            [
              -74.0,
              45.38
            ],
            [
              -74.02,
              45.4
            ],
            [
              -74.0,
              45.44
            ]
          ]
        ]
      },
      "raw_probability": 0.5981,
      "confidence_lo": 0.0121,
      "confidence_hi": 0.0126,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "f814e4753614ac5bd27a5e9ca040e7b4c70eb10936e1c4435937a885b8d80830",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.5981,
        "probability": 0.012548,
        "confidence_lo": 0.012059,
        "confidence_hi": 0.012555,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "47339341274f29e9d0352c1e4e47ddc5b093499c0915b89e841fecd2e44e9ba6",
        "signature": {
          "alg": "ed25519",
          "sig": "82e0d3efbdecd1b45b6060dbbc7ef218dcac49f8a4c6e7f63059d235b8edbabe36d43c87cf6db1e385f0f88bb57728a71d1e8792689add64613af935e0b5d300"
        }
      },
      "receipt_sha256": "47339341274f29e9d0352c1e4e47ddc5b093499c0915b89e841fecd2e44e9ba6"
    },
    {
      "storm_id": "268323",
      "lat": 46.412,
      "lon": -72.9065,
      "motion_east": 8.5,
      "motion_south": -6.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0122,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 344.0,
      "ebshear": 26.0,
      "srh01": 133.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 133.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.9954
        },
        {
          "name": "alignment",
          "value": -9.5104
        },
        {
          "name": "tau",
          "value": 1.4373
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5779
      },
      "coherence_score": 1.4373090267181396,
      "coherence_diagnostics": {
        "tau": 1.4373090267181396,
        "grad_tau": 0.23173560202121735,
        "torsion": 0.0,
        "alignment": -9.51037883758545,
        "S_field": 0.39747756719589233,
        "Gamma_field": 0.32672324776649475,
        "S_over_Gamma": 1.2165573835372925,
        "Da": 20.411449432373047,
        "E_coh": 0.1984131634235382,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.9,
              46.51
            ],
            [
              -72.85,
              46.51
            ],
            [
              -72.83,
              46.47
            ],
            [
              -72.83,
              46.46
            ],
            [
              -72.86,
              46.43
            ],
            [
              -72.86,
              46.42
            ],
            [
              -72.88,
              46.41
            ],
            [
              -72.89,
              46.39
            ],
            [
              -72.88,
              46.37
            ],
            [
              -72.86,
              46.36
            ],
            [
              -72.86,
              46.32
            ],
            [
              -72.88,
              46.3
            ],
            [
              -72.99,
              46.3
            ],
            [
              -73.02,
              46.33
            ],
            [
              -73.02,
              46.37
            ],
            [
              -73.01,
              46.39
            ],
            [
              -72.95,
              46.45
            ],
            [
              -72.93,
              46.46
            ],
            [
              -72.93,
              46.48
            ],
            [
              -72.9,
              46.51
            ]
          ]
        ]
      },
      "raw_probability": 0.5779,
      "confidence_lo": 0.0074,
      "confidence_hi": 0.0123,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "528cd84b5939cf5e8f1f580d1186795d0259c09145d01510c11809d8a3586dcd",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.5779,
        "probability": 0.012244,
        "confidence_lo": 0.00738,
        "confidence_hi": 0.012304,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c0f6544888c1e5180f058e31593e60c25c0e6dcb055bb71098fa44f89a5807b8",
        "signature": {
          "alg": "ed25519",
          "sig": "636002358f88cc2987d30e1b6068853552ec1fa96112a3fcf75fa6bf6ceff6b32cf77f789158afc3ca16aca06c6e23d1823c2a64b6c27df1a4271efc08ac8a07"
        }
      },
      "receipt_sha256": "c0f6544888c1e5180f058e31593e60c25c0e6dcb055bb71098fa44f89a5807b8"
    },
    {
      "storm_id": "268633",
      "lat": 44.7625,
      "lon": -67.2237,
      "motion_east": 6.0,
      "motion_south": -9.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.011,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 317.0,
      "ebshear": 32.0,
      "srh01": 125.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 125.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.2454
        },
        {
          "name": "alignment",
          "value": -7.8155
        },
        {
          "name": "tau",
          "value": 0.8324
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5737
      },
      "coherence_score": 0.8323882818222046,
      "coherence_diagnostics": {
        "tau": 0.8323882818222046,
        "grad_tau": 0.6833511590957642,
        "torsion": 0.0,
        "alignment": -7.8155317306518555,
        "S_field": 0.5638779997825623,
        "Gamma_field": 0.20005656778812408,
        "S_over_Gamma": 2.8185927867889404,
        "Da": 11.917784690856934,
        "E_coh": 0.5617698431015015,
        "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": [
          [
            [
              -67.24,
              44.79
            ],
            [
              -67.21,
              44.79
            ],
            [
              -67.18,
              44.77
            ],
            [
              -67.19,
              44.73
            ],
            [
              -67.23,
              44.72
            ],
            [
              -67.25,
              44.74
            ],
            [
              -67.25,
              44.77
            ],
            [
              -67.24,
              44.79
            ]
          ]
        ]
      },
      "raw_probability": 0.5737,
      "confidence_lo": 0.0074,
      "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": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "4c7366a9920e8a7f1c0d3c2f40380245c9cdfad2176eed6e1970bae10ec3a223",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.5737,
        "probability": 0.011029,
        "confidence_lo": 0.00738,
        "confidence_hi": 0.01107,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f8a5d241aacd5002065125e32156a230da25a017bf3beb4c58d0ec51e319827a",
        "signature": {
          "alg": "ed25519",
          "sig": "d4da5febf96a0f35e68619b5c458e955e83b37439bffb9e13bc370e51dbc33d4c986abd71d049b272d051c82eaac2c00e853336d9f7e607bc3af6ede1ac85d01"
        }
      },
      "receipt_sha256": "f8a5d241aacd5002065125e32156a230da25a017bf3beb4c58d0ec51e319827a"
    },
    {
      "storm_id": "268600",
      "lat": 29.1655,
      "lon": -82.6782,
      "motion_east": 6.7,
      "motion_south": -3.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0087,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1516.0,
      "ebshear": 19.0,
      "srh01": 76.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 76.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.3704
        },
        {
          "name": "alignment",
          "value": 1.9034
        },
        {
          "name": "tau",
          "value": 3.2972
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5711
      },
      "coherence_score": 3.297247886657715,
      "coherence_diagnostics": {
        "tau": 3.297247886657715,
        "grad_tau": 0.13261421024799347,
        "torsion": 0.0,
        "alignment": 1.903357744216919,
        "S_field": 1.1570816040039062,
        "Gamma_field": 0.19005656242370605,
        "S_over_Gamma": 6.088090896606445,
        "Da": 11.707755088806152,
        "E_coh": 0.9343018531799316,
        "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": [
          [
            [
              -82.71,
              29.21
            ],
            [
              -82.65,
              29.21
            ],
            [
              -82.63,
              29.2
            ],
            [
              -82.62,
              29.18
            ],
            [
              -82.62,
              29.14
            ],
            [
              -82.66,
              29.11
            ],
            [
              -82.69,
              29.11
            ],
            [
              -82.71,
              29.12
            ],
            [
              -82.73,
              29.14
            ],
            [
              -82.73,
              29.19
            ],
            [
              -82.71,
              29.21
            ]
          ]
        ]
      },
      "raw_probability": 0.5711,
      "confidence_lo": 0.0065,
      "confidence_hi": 0.0087,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "9adecf0ea9a57e8685cadea61e2fa1957050b05cce07488a81c8186e33bc8680",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.5711,
        "probability": 0.008727,
        "confidence_lo": 0.0065,
        "confidence_hi": 0.008746,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1d539d9394d19d9c1600c79febe723991cbfb05fe84dc88d7791751103bb63cc",
        "signature": {
          "alg": "ed25519",
          "sig": "9695b2c93ce0e10bd723c02178ff9525256ee46bfad82663cebb230744e33fcc3dbf5e59862df09a3589a740fb43cef2038d5f1f5cd4c78cd0c6469dce01d90d"
        }
      },
      "receipt_sha256": "1d539d9394d19d9c1600c79febe723991cbfb05fe84dc88d7791751103bb63cc"
    },
    {
      "storm_id": "268631",
      "lat": 45.0709,
      "lon": -74.2264,
      "motion_east": 9.0,
      "motion_south": -6.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.008,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 611.0,
      "ebshear": 29.0,
      "srh01": 115.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 115.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.7454
        },
        {
          "name": "alignment",
          "value": -4.4241
        },
        {
          "name": "tau",
          "value": 1.815
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5675
      },
      "coherence_score": 1.815037488937378,
      "coherence_diagnostics": {
        "tau": 1.815037488937378,
        "grad_tau": 0.2516498863697052,
        "torsion": 0.0,
        "alignment": -4.4240875244140625,
        "S_field": 0.5794080495834351,
        "Gamma_field": 0.2700565755367279,
        "S_over_Gamma": 2.1455061435699463,
        "Da": 15.98886489868164,
        "E_coh": 0.3225686550140381,
        "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": [
          [
            [
              -74.23,
              45.1
            ],
            [
              -74.22,
              45.09
            ],
            [
              -74.21,
              45.1
            ],
            [
              -74.19,
              45.08
            ],
            [
              -74.19,
              45.05
            ],
            [
              -74.2,
              45.03
            ],
            [
              -74.25,
              45.03
            ],
            [
              -74.26,
              45.04
            ],
            [
              -74.26,
              45.07
            ],
            [
              -74.25,
              45.09
            ],
            [
              -74.23,
              45.1
            ]
          ]
        ]
      },
      "raw_probability": 0.5675,
      "confidence_lo": 0.0065,
      "confidence_hi": 0.008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "f2437a6d7836677520c12a793efc31e91c48899bb673a103e04ca9bfebf0c2e3",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.5675,
        "probability": 0.007988,
        "confidence_lo": 0.0065,
        "confidence_hi": 0.008,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1bf055d6cd57ccdec63db8f9989fcbe4b004ba98cbf4c3b464d96e92a4a68138",
        "signature": {
          "alg": "ed25519",
          "sig": "95a94aa58fc01ecde8f1c5b9ac2c94a15156ece244997766d488d76c3a6905b75d7cabeb04c1a823d96dae7d4a807efaf2830f2ff30045b7907e512824fc9904"
        }
      },
      "receipt_sha256": "1bf055d6cd57ccdec63db8f9989fcbe4b004ba98cbf4c3b464d96e92a4a68138"
    },
    {
      "storm_id": "268116",
      "lat": 44.7356,
      "lon": -74.3128,
      "motion_east": 9.7,
      "motion_south": -4.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0072,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 532.0,
      "ebshear": 27.0,
      "srh01": 132.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 132.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.3704
        },
        {
          "name": "alignment",
          "value": -4.7144
        },
        {
          "name": "tau",
          "value": 1.6713
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5598
      },
      "coherence_score": 1.671294927597046,
      "coherence_diagnostics": {
        "tau": 1.671294927597046,
        "grad_tau": 0.1968168169260025,
        "torsion": 0.0,
        "alignment": -4.7144036293029785,
        "S_field": 0.39231395721435547,
        "Gamma_field": 0.302556574344635,
        "S_over_Gamma": 1.2966631650924683,
        "Da": 17.651519775390625,
        "E_coh": 0.13291963934898376,
        "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": [
          [
            [
              -74.39,
              44.89
            ],
            [
              -74.34,
              44.89
            ],
            [
              -74.29,
              44.84
            ],
            [
              -74.28,
              44.81
            ],
            [
              -74.23,
              44.77
            ],
            [
              -74.22,
              44.77
            ],
            [
              -74.21,
              44.75
            ],
            [
              -74.21,
              44.72
            ],
            [
              -74.26,
              44.66
            ],
            [
              -74.26,
              44.63
            ],
            [
              -74.25,
              44.62
            ],
            [
              -74.26,
              44.61
            ],
            [
              -74.27,
              44.56
            ],
            [
              -74.3,
              44.54
            ],
            [
              -74.33,
              44.54
            ],
            [
              -74.34,
              44.55
            ],
            [
              -74.34,
              44.67
            ],
            [
              -74.35,
              44.68
            ],
            [
              -74.35,
              44.77
            ],
            [
              -74.37,
              44.81
            ],
            [
              -74.39,
              44.83
            ],
            [
              -74.39,
              44.85
            ],
            [
              -74.4,
              44.86
            ],
            [
              -74.4,
              44.88
            ],
            [
              -74.39,
              44.89
            ]
          ]
        ]
      },
      "raw_probability": 0.5598,
      "confidence_lo": 0.0065,
      "confidence_hi": 0.0072,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "9c5e9c0ab9a7c7d472cc833c29aaf559c1b689b13041b3994ec9ce3df4b7c182",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.5598,
        "probability": 0.007206,
        "confidence_lo": 0.0065,
        "confidence_hi": 0.007212,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "185730469de0610db663175369622d045b568ec34c5d972d41477f2fc14ac2d1",
        "signature": {
          "alg": "ed25519",
          "sig": "fc23219049c5c0d95956dc10907c775f34f38faf0f24424a897c61578075fb7bb080223a6316e230508c5d3c773850f08fee1954efa31e0412b4215c75f1a20d"
        }
      },
      "receipt_sha256": "185730469de0610db663175369622d045b568ec34c5d972d41477f2fc14ac2d1"
    },
    {
      "storm_id": "268568",
      "lat": 44.4544,
      "lon": -66.7412,
      "motion_east": 6.6,
      "motion_south": -10.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0066,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 714.0,
      "ebshear": 25.0,
      "srh01": 128.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 128.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.2454
        },
        {
          "name": "alignment",
          "value": -7.8155
        },
        {
          "name": "tau",
          "value": 0.8324
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5448
      },
      "coherence_score": 0.8323882818222046,
      "coherence_diagnostics": {
        "tau": 0.8323882818222046,
        "grad_tau": 0.6833511590957642,
        "torsion": 0.0,
        "alignment": -7.8155317306518555,
        "S_field": 0.5638779997825623,
        "Gamma_field": 0.20005656778812408,
        "S_over_Gamma": 2.8185927867889404,
        "Da": 11.917784690856934,
        "E_coh": 0.5617698431015015,
        "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": [
          [
            [
              -66.77,
              44.52
            ],
            [
              -66.72,
              44.52
            ],
            [
              -66.7,
              44.51
            ],
            [
              -66.66,
              44.48
            ],
            [
              -66.66,
              44.46
            ],
            [
              -66.65,
              44.45
            ],
            [
              -66.66,
              44.41
            ],
            [
              -66.71,
              44.36
            ],
            [
              -66.73,
              44.35
            ],
            [
              -66.78,
              44.35
            ],
            [
              -66.81,
              44.41
            ],
            [
              -66.83,
              44.43
            ],
            [
              -66.83,
              44.48
            ],
            [
              -66.8,
              44.51
            ],
            [
              -66.78,
              44.51
            ],
            [
              -66.77,
              44.52
            ]
          ]
        ]
      },
      "raw_probability": 0.5448,
      "confidence_lo": 0.0065,
      "confidence_hi": 0.0066,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "979aa821b35a13f35eb861704fd288c911036a8ece7f14b960b1a97c806820e7",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.5448,
        "probability": 0.006604,
        "confidence_lo": 0.0065,
        "confidence_hi": 0.006604,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ca94a3ed90691f6eccdc15d973fa5892fcbb4f476ed2baf7a44eb48429d1c1be",
        "signature": {
          "alg": "ed25519",
          "sig": "62abb89aef5205640e160b3a2ebb75ace2536e7e19bec08cb9012f6955daaa958fc49ad28ca0a0304b811e877ece4f007ea9c338267f341408c2104c904f9802"
        }
      },
      "receipt_sha256": "ca94a3ed90691f6eccdc15d973fa5892fcbb4f476ed2baf7a44eb48429d1c1be"
    },
    {
      "storm_id": "268097",
      "lat": 39.8215,
      "lon": -73.5046,
      "motion_east": 8.2,
      "motion_south": -6.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0066,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1276.0,
      "ebshear": 21.0,
      "srh01": 65.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 62.3704
        },
        {
          "name": "alignment",
          "value": 10.9454
        },
        {
          "name": "tau",
          "value": 2.5441
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.543
      },
      "coherence_score": 2.544140100479126,
      "coherence_diagnostics": {
        "tau": 2.544140100479126,
        "grad_tau": 0.35019782185554504,
        "torsion": 0.0,
        "alignment": 10.945384979248047,
        "S_field": 0.869013249874115,
        "Gamma_field": 0.17088989913463593,
        "S_over_Gamma": 5.085223197937012,
        "Da": 9.01358413696289,
        "E_coh": 0.9097043871879578,
        "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": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -73.5,
              39.89
            ],
            [
              -73.46,
              39.89
            ],
            [
              -73.45,
              39.88
            ],
            [
              -73.45,
              39.83
            ],
            [
              -73.49,
              39.78
            ],
            [
              -73.48,
              39.77
            ],
            [
              -73.5,
              39.74
            ],
            [
              -73.56,
              39.73
            ],
            [
              -73.57,
              39.77
            ],
            [
              -73.55,
              39.81
            ],
            [
              -73.53,
              39.83
            ],
            [
              -73.52,
              39.87
            ],
            [
              -73.5,
              39.89
            ]
          ]
        ]
      },
      "raw_probability": 0.543,
      "confidence_lo": 0.0065,
      "confidence_hi": 0.0066,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "581d15b1668aba4487cb71077a1c833fd70fed7ebfef0b3f33da684743dece2c",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.543,
        "probability": 0.006604,
        "confidence_lo": 0.0065,
        "confidence_hi": 0.006604,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ff6aaf0aacd95648f0953f4a7b583c2e10162b50f66ede1e5d9a6722cfd16059",
        "signature": {
          "alg": "ed25519",
          "sig": "918a658e6a0bb28187e64e7bd9aee543778c2c68569d530a2903446b6db91ffd98946d7915ec32c85cd4484040515de885d32bd63fb19a94e88f690fa0a2870a"
        }
      },
      "receipt_sha256": "ff6aaf0aacd95648f0953f4a7b583c2e10162b50f66ede1e5d9a6722cfd16059"
    },
    {
      "storm_id": "268590",
      "lat": 44.5489,
      "lon": -67.0567,
      "motion_east": 6.0,
      "motion_south": -9.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0066,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 446.0,
      "ebshear": 28.0,
      "srh01": 116.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 116.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.2454
        },
        {
          "name": "alignment",
          "value": -7.8155
        },
        {
          "name": "tau",
          "value": 0.8324
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5428
      },
      "coherence_score": 0.8323882818222046,
      "coherence_diagnostics": {
        "tau": 0.8323882818222046,
        "grad_tau": 0.6833511590957642,
        "torsion": 0.0,
        "alignment": -7.8155317306518555,
        "S_field": 0.5638779997825623,
        "Gamma_field": 0.20005656778812408,
        "S_over_Gamma": 2.8185927867889404,
        "Da": 11.917784690856934,
        "E_coh": 0.5617698431015015,
        "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": [
          [
            [
              -67.07,
              44.58
            ],
            [
              -67.04,
              44.58
            ],
            [
              -67.03,
              44.57
            ],
            [
              -67.03,
              44.52
            ],
            [
              -67.04,
              44.51
            ],
            [
              -67.07,
              44.51
            ],
            [
              -67.08,
              44.52
            ],
            [
              -67.08,
              44.57
            ],
            [
              -67.07,
              44.58
            ]
          ]
        ]
      },
      "raw_probability": 0.5428,
      "confidence_lo": 0.0065,
      "confidence_hi": 0.0066,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "d1ba20883305a477e3de41182fdb00d0b4554ee6ca0041fbbbac7fee69d3ec7b",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.5428,
        "probability": 0.006604,
        "confidence_lo": 0.0065,
        "confidence_hi": 0.006604,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e54916517ed99e3c95f7ca8a4a9d5d0c72549cfcbf1713e3e9ceda09a2d7256e",
        "signature": {
          "alg": "ed25519",
          "sig": "6b534a16b155a3edb0d3d4a53c621f4fedde3588b77e790482845db86f72526ad97d07b208d1df88ffef3d029bce33dcce8b96f496d200864cf8ffffe6255702"
        }
      },
      "receipt_sha256": "e54916517ed99e3c95f7ca8a4a9d5d0c72549cfcbf1713e3e9ceda09a2d7256e"
    },
    {
      "storm_id": "268664",
      "lat": 29.98,
      "lon": -82.5782,
      "motion_east": 5.9,
      "motion_south": -4.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0066,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 898.0,
      "ebshear": 25.0,
      "srh01": 102.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 102.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.6204
        },
        {
          "name": "alignment",
          "value": -1.0566
        },
        {
          "name": "tau",
          "value": 3.006
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5406
      },
      "coherence_score": 3.006028175354004,
      "coherence_diagnostics": {
        "tau": 3.006028175354004,
        "grad_tau": 0.3877425789833069,
        "torsion": 0.0,
        "alignment": -1.0565814971923828,
        "S_field": 0.9234653115272522,
        "Gamma_field": 0.20088988542556763,
        "S_over_Gamma": 4.5968732833862305,
        "Da": 11.647135734558105,
        "E_coh": 0.9258376955986023,
        "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": [
          [
            [
              -82.62,
              30.02
            ],
            [
              -82.58,
              30.02
            ],
            [
              -82.53,
              29.97
            ],
            [
              -82.5,
              29.97
            ],
            [
              -82.49,
              29.95
            ],
            [
              -82.56,
              29.95
            ],
            [
              -82.57,
              29.94
            ],
            [
              -82.62,
              29.95
            ],
            [
              -82.63,
              29.99
            ],
            [
              -82.64,
              30.0
            ],
            [
              -82.62,
              30.02
            ]
          ]
        ]
      },
      "raw_probability": 0.5406,
      "confidence_lo": 0.0065,
      "confidence_hi": 0.0066,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "5b53d043407008e98cb8d54e2be4f52df0c4a03d8df05bf9dda7fd9bdeaa4d02",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.5406,
        "probability": 0.006604,
        "confidence_lo": 0.0065,
        "confidence_hi": 0.006604,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d56cf0a39fdfaf422f4bebebd0ece08ce92745ea34d06f728f617d8eeff83ab6",
        "signature": {
          "alg": "ed25519",
          "sig": "26787cbf7325d01b78464f227e36c3629ab8cf27faba6cacefbdd98cfa1e60555ff6460b63cfd5439a009b2a5e271a389fd1d2301e3d1449d33bd1c4f8d6c309"
        }
      },
      "receipt_sha256": "d56cf0a39fdfaf422f4bebebd0ece08ce92745ea34d06f728f617d8eeff83ab6"
    },
    {
      "storm_id": "268045",
      "lat": 40.3646,
      "lon": -73.3477,
      "motion_east": 9.8,
      "motion_south": -9.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0066,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1615.0,
      "ebshear": 16.0,
      "srh01": 129.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 129.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.9954
        },
        {
          "name": "alignment",
          "value": 7.4668
        },
        {
          "name": "tau",
          "value": 2.6034
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5306
      },
      "coherence_score": 2.6034128665924072,
      "coherence_diagnostics": {
        "tau": 2.6034128665924072,
        "grad_tau": 0.3170555830001831,
        "torsion": 0.0,
        "alignment": 7.466782569885254,
        "S_field": 0.6929540634155273,
        "Gamma_field": 0.16172322630882263,
        "S_over_Gamma": 4.284814834594727,
        "Da": 9.160652160644531,
        "E_coh": 0.717793345451355,
        "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": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -73.36,
              40.43
            ],
            [
              -73.33,
              40.43
            ],
            [
              -73.28,
              40.39
            ],
            [
              -73.28,
              40.34
            ],
            [
              -73.32,
              40.3
            ],
            [
              -73.34,
              40.29
            ],
            [
              -73.36,
              40.29
            ],
            [
              -73.38,
              40.31
            ],
            [
              -73.38,
              40.35
            ],
            [
              -73.39,
              40.36
            ],
            [
              -73.38,
              40.4
            ],
            [
              -73.36,
              40.42
            ],
            [
              -73.36,
              40.43
            ]
          ]
        ]
      },
      "raw_probability": 0.5306,
      "confidence_lo": 0.0065,
      "confidence_hi": 0.0066,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "07b882023d52712d1a3485b34c94af67204ec7107bd1f4d7f6e877f9143c4919",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.5306,
        "probability": 0.006604,
        "confidence_lo": 0.0065,
        "confidence_hi": 0.006604,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e6533e91f34006c399b923afad914a00de1e90a5dc26f962b7defedda798aa29",
        "signature": {
          "alg": "ed25519",
          "sig": "a5f03917c759ca8bd74742a0ec4c13afb3ee150d18b5f868d27b73407af14a6a68e2c3a0d49c06e50f253a102d815bf8039ec4aad0027e35236105f74a515404"
        }
      },
      "receipt_sha256": "e6533e91f34006c399b923afad914a00de1e90a5dc26f962b7defedda798aa29"
    },
    {
      "storm_id": "268534",
      "lat": 29.1621,
      "lon": -83.0521,
      "motion_east": 6.7,
      "motion_south": -3.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0066,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1918.0,
      "ebshear": 22.0,
      "srh01": 87.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 87.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.7454
        },
        {
          "name": "alignment",
          "value": 1.4919
        },
        {
          "name": "tau",
          "value": 3.1358
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5292
      },
      "coherence_score": 3.1357736587524414,
      "coherence_diagnostics": {
        "tau": 3.1357736587524414,
        "grad_tau": 0.2924831509590149,
        "torsion": 0.0,
        "alignment": 1.4919143915176392,
        "S_field": 0.9607564806938171,
        "Gamma_field": 0.19005656242370605,
        "S_over_Gamma": 5.055108070373535,
        "Da": 11.600038528442383,
        "E_coh": 0.9514448046684265,
        "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": [
          [
            [
              -83.02,
              29.21
            ],
            [
              -82.98,
              29.2
            ],
            [
              -82.98,
              29.16
            ],
            [
              -83.0,
              29.14
            ],
            [
              -83.04,
              29.12
            ],
            [
              -83.06,
              29.12
            ],
            [
              -83.07,
              29.11
            ],
            [
              -83.11,
              29.12
            ],
            [
              -83.12,
              29.13
            ],
            [
              -83.12,
              29.17
            ],
            [
              -83.11,
              29.18
            ],
            [
              -83.07,
              29.2
            ],
            [
              -83.03,
              29.2
            ],
            [
              -83.02,
              29.21
            ]
          ]
        ]
      },
      "raw_probability": 0.5292,
      "confidence_lo": 0.0065,
      "confidence_hi": 0.0066,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "34610f105521eeaba213c605e0973bd263101f1bd03e9ba6271e852bec342b99",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.5292,
        "probability": 0.006604,
        "confidence_lo": 0.0065,
        "confidence_hi": 0.006604,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1ae4f5ab8f3cdcc6064deff0e3f48cf45b6328e94215c356ce71917ba9881d8e",
        "signature": {
          "alg": "ed25519",
          "sig": "b63c697a551087c445e501ad4d47798411c9b192b197c22b470b7cab3162db1c9153352353a9728171c1097691416e66e75e0a0409faa23d55d6c37d10b36606"
        }
      },
      "receipt_sha256": "1ae4f5ab8f3cdcc6064deff0e3f48cf45b6328e94215c356ce71917ba9881d8e"
    },
    {
      "storm_id": "268569",
      "lat": 44.29,
      "lon": -66.6722,
      "motion_east": 6.5,
      "motion_south": -9.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0066,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 784.0,
      "ebshear": 26.0,
      "srh01": 128.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 128.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.6204
        },
        {
          "name": "alignment",
          "value": -8.241
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5262
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.9903872013092041,
        "torsion": 0.0,
        "alignment": -8.240951538085938,
        "S_field": 0.5155043005943298,
        "Gamma_field": 0.20005656778812408,
        "S_over_Gamma": 2.5767927169799805,
        "Da": 12.196401596069336,
        "E_coh": 0.5704270601272583,
        "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": [
          [
            [
              -66.69,
              44.32
            ],
            [
              -66.66,
              44.32
            ],
            [
              -66.66,
              44.3
            ],
            [
              -66.63,
              44.28
            ],
            [
              -66.63,
              44.26
            ],
            [
              -66.69,
              44.25
            ],
            [
              -66.7,
              44.26
            ],
            [
              -66.7,
              44.3
            ],
            [
              -66.69,
              44.32
            ]
          ]
        ]
      },
      "raw_probability": 0.5262,
      "confidence_lo": 0.0065,
      "confidence_hi": 0.0066,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "948c25281ace185cc3b7e49bca9cc3672afd21df988f5ef0286454e76a808edb",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.5262,
        "probability": 0.006604,
        "confidence_lo": 0.0065,
        "confidence_hi": 0.006604,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "079cc0eb5b9ec4f9d345b9c914eea8d00c60738300a172d644e22e059056f786",
        "signature": {
          "alg": "ed25519",
          "sig": "1d67453c844432ebdbb91ac0b6a58f84cc9aefb6b3fe02fce73389ff4820ad8fbbe80c2ba1576376e49358c6224c67cbb977059e3cead4fff0f5a1c63a5fd70c"
        }
      },
      "receipt_sha256": "079cc0eb5b9ec4f9d345b9c914eea8d00c60738300a172d644e22e059056f786"
    },
    {
      "storm_id": "268268",
      "lat": 45.6256,
      "lon": -73.1167,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0066,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 631.0,
      "ebshear": 25.0,
      "srh01": 160.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 160.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.3704
        },
        {
          "name": "alignment",
          "value": -12.602
        },
        {
          "name": "tau",
          "value": 1.7003
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5187
      },
      "coherence_score": 1.700254201889038,
      "coherence_diagnostics": {
        "tau": 1.700254201889038,
        "grad_tau": 0.2612508237361908,
        "torsion": 0.0,
        "alignment": -12.602030754089355,
        "S_field": 0.5343838334083557,
        "Gamma_field": 0.23172323405742645,
        "S_over_Gamma": 2.3061296939849854,
        "Da": 14.538590431213379,
        "E_coh": 0.2760799527168274,
        "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": [
          [
            [
              -73.12,
              45.67
            ],
            [
              -73.08,
              45.67
            ],
            [
              -73.07,
              45.65
            ],
            [
              -73.07,
              45.62
            ],
            [
              -73.12,
              45.57
            ],
            [
              -73.15,
              45.57
            ],
            [
              -73.16,
              45.58
            ],
            [
              -73.16,
              45.63
            ],
            [
              -73.12,
              45.67
            ]
          ]
        ]
      },
      "raw_probability": 0.5187,
      "confidence_lo": 0.0065,
      "confidence_hi": 0.0066,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "4f5bd06466cc4cd7ec909984bc852c405d8fca2df63ac914c8bb2f5c151094cd",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.5187,
        "probability": 0.006604,
        "confidence_lo": 0.0065,
        "confidence_hi": 0.006604,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c750532c7e94ff3d17d12397b6e6ea6a4f90cd81442c9d0eb552aff6f8e8889f",
        "signature": {
          "alg": "ed25519",
          "sig": "c9f20d5095f8a967c0fab0cf09aed8bd7f11b50e4554dbe0060069beee72c91e3fe9b45331850dd9e660d219718b7366626df4820054f5f50e6baeae67ba1a08"
        }
      },
      "receipt_sha256": "c750532c7e94ff3d17d12397b6e6ea6a4f90cd81442c9d0eb552aff6f8e8889f"
    },
    {
      "storm_id": "268640",
      "lat": 39.1822,
      "lon": -74.5267,
      "motion_east": 6.8,
      "motion_south": -3.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0066,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1353.0,
      "ebshear": 17.0,
      "srh01": 94.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 94.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.8704
        },
        {
          "name": "alignment",
          "value": 4.1842
        },
        {
          "name": "tau",
          "value": 2.0502
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5154
      },
      "coherence_score": 2.05021595954895,
      "coherence_diagnostics": {
        "tau": 2.05021595954895,
        "grad_tau": 0.19803647696971893,
        "torsion": 0.0,
        "alignment": 4.184220314025879,
        "S_field": 0.2964341938495636,
        "Gamma_field": 0.36838990449905396,
        "S_over_Gamma": 0.8046751022338867,
        "Da": 21.196975708007812,
        "E_coh": 0.5154410004615784,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.53,
              39.22
            ],
            [
              -74.51,
              39.22
            ],
            [
              -74.49,
              39.2
            ],
            [
              -74.49,
              39.17
            ],
            [
              -74.51,
              39.14
            ],
            [
              -74.54,
              39.13
            ],
            [
              -74.57,
              39.15
            ],
            [
              -74.57,
              39.19
            ],
            [
              -74.53,
              39.22
            ]
          ]
        ]
      },
      "raw_probability": 0.5154,
      "confidence_lo": 0.0065,
      "confidence_hi": 0.0066,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "8d8e6ee96fcffeaca2f1fd725a97633c639a853519f535538bb8a3da70067b84",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.5154,
        "probability": 0.006604,
        "confidence_lo": 0.0065,
        "confidence_hi": 0.006604,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bb3c1b5f4318f86045e42103fd48cfa8df9c42922c02c3c239c6d909c819db2f",
        "signature": {
          "alg": "ed25519",
          "sig": "25ae98c3425a097b8a6cf94ea38281260daebdd4119df9b659c0fe169ce195961158f3836ceb408265d0ef6573c17a1ad82492f6f3a9ffcfcd250dea6b3cff01"
        }
      },
      "receipt_sha256": "bb3c1b5f4318f86045e42103fd48cfa8df9c42922c02c3c239c6d909c819db2f"
    },
    {
      "storm_id": "267867",
      "lat": 39.1664,
      "lon": -74.8325,
      "motion_east": 7.2,
      "motion_south": -3.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0066,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1556.0,
      "ebshear": 13.0,
      "srh01": 115.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 115.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.8704
        },
        {
          "name": "alignment",
          "value": 4.1842
        },
        {
          "name": "tau",
          "value": 2.0502
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5139
      },
      "coherence_score": 2.05021595954895,
      "coherence_diagnostics": {
        "tau": 2.05021595954895,
        "grad_tau": 0.19803647696971893,
        "torsion": 0.0,
        "alignment": 4.184220314025879,
        "S_field": 0.2964341938495636,
        "Gamma_field": 0.36838990449905396,
        "S_over_Gamma": 0.8046751022338867,
        "Da": 21.196975708007812,
        "E_coh": 0.5154410004615784,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.87,
              39.3
            ],
            [
              -74.85,
              39.3
            ],
            [
              -74.82,
              39.27
            ],
            [
              -74.82,
              39.25
            ],
            [
              -74.81,
              39.24
            ],
            [
              -74.82,
              39.19
            ],
            [
              -74.8,
              39.17
            ],
            [
              -74.74,
              39.17
            ],
            [
              -74.73,
              39.16
            ],
            [
              -74.71,
              39.16
            ],
            [
              -74.71,
              39.14
            ],
            [
              -74.75,
              39.1
            ],
            [
              -74.75,
              39.09
            ],
            [
              -74.77,
              39.08
            ],
            [
              -74.81,
              39.08
            ],
            [
              -74.82,
              39.07
            ],
            [
              -74.85,
              39.07
            ],
            [
              -74.86,
              39.06
            ],
            [
              -74.92,
              39.06
            ],
            [
              -74.94,
              39.08
            ],
            [
              -74.94,
              39.11
            ],
            [
              -74.92,
              39.13
            ],
            [
              -74.89,
              39.14
            ],
            [
              -74.86,
              39.17
            ],
            [
              -74.9,
              39.24
            ],
            [
              -74.89,
              39.25
            ],
            [
              -74.89,
              39.28
            ],
            [
              -74.87,
              39.3
            ]
          ]
        ]
      },
      "raw_probability": 0.5139,
      "confidence_lo": 0.0065,
      "confidence_hi": 0.0066,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "ac4825901e21dc2ec466c3a8d20d2b480d24b9f1365377708c88a95931f01068",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.5139,
        "probability": 0.006604,
        "confidence_lo": 0.0065,
        "confidence_hi": 0.006604,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f67b9bdad6bdd6d8d9cdca95487d75d9c983c96f3a4dc074b705ec5514e26420",
        "signature": {
          "alg": "ed25519",
          "sig": "37660a9cdf9a307d1d8c80e8c6af16ec6dd9eac27483182ca2c8cf7ea8897371037a1d47fd63e4287eacfd5eb40d8f4b69a4f13d46fb24679a1cf43a4a141b00"
        }
      },
      "receipt_sha256": "f67b9bdad6bdd6d8d9cdca95487d75d9c983c96f3a4dc074b705ec5514e26420"
    },
    {
      "storm_id": "268235",
      "lat": 29.4981,
      "lon": -82.5069,
      "motion_east": 6.8,
      "motion_south": -4.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0066,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1270.0,
      "ebshear": 21.0,
      "srh01": 71.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 71.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.6204
        },
        {
          "name": "alignment",
          "value": -1.0566
        },
        {
          "name": "tau",
          "value": 3.006
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4868
      },
      "coherence_score": 3.006028175354004,
      "coherence_diagnostics": {
        "tau": 3.006028175354004,
        "grad_tau": 0.3877425789833069,
        "torsion": 0.0,
        "alignment": -1.0565814971923828,
        "S_field": 0.9234653115272522,
        "Gamma_field": 0.20088988542556763,
        "S_over_Gamma": 4.5968732833862305,
        "Da": 11.647135734558105,
        "E_coh": 0.9258376955986023,
        "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": [
          [
            [
              -82.45,
              29.56
            ],
            [
              -82.4,
              29.56
            ],
            [
              -82.39,
              29.55
            ],
            [
              -82.39,
              29.5
            ],
            [
              -82.43,
              29.46
            ],
            [
              -82.46,
              29.46
            ],
            [
              -82.47,
              29.45
            ],
            [
              -82.55,
              29.45
            ],
            [
              -82.56,
              29.44
            ],
            [
              -82.61,
              29.44
            ],
            [
              -82.63,
              29.46
            ],
            [
              -82.63,
              29.5
            ],
            [
              -82.61,
              29.52
            ],
            [
              -82.59,
              29.53
            ],
            [
              -82.49,
              29.53
            ],
            [
              -82.45,
              29.56
            ]
          ]
        ]
      },
      "raw_probability": 0.4868,
      "confidence_lo": 0.0065,
      "confidence_hi": 0.0066,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "1cfa724923c1ed894bc7fda5f7b1605eab3852d93642d7dedd9ae4cc264818d0",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.4868,
        "probability": 0.006604,
        "confidence_lo": 0.0065,
        "confidence_hi": 0.006604,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "990a2902fce4b5aa20a6f7fd2c966968b2c2eca7e1a00cba007f0df22338970d",
        "signature": {
          "alg": "ed25519",
          "sig": "95c79a002182ff807be4da29a009ab7a94901ef525f554cff3024e954184bbcb464321e046f187e491f8f08613c71b630d47ba30f8d6d933c263b9855deee40c"
        }
      },
      "receipt_sha256": "990a2902fce4b5aa20a6f7fd2c966968b2c2eca7e1a00cba007f0df22338970d"
    },
    {
      "storm_id": "268352",
      "lat": 28.9248,
      "lon": -83.3224,
      "motion_east": 6.4,
      "motion_south": -2.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0059,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2519.0,
      "ebshear": 26.0,
      "srh01": 77.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 77.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.7454
        },
        {
          "name": "alignment",
          "value": 1.4919
        },
        {
          "name": "tau",
          "value": 3.1358
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4154
      },
      "coherence_score": 3.1357736587524414,
      "coherence_diagnostics": {
        "tau": 3.1357736587524414,
        "grad_tau": 0.2924831509590149,
        "torsion": 0.0,
        "alignment": 1.4919143915176392,
        "S_field": 0.9607564806938171,
        "Gamma_field": 0.19005656242370605,
        "S_over_Gamma": 5.055108070373535,
        "Da": 11.600038528442383,
        "E_coh": 0.9514448046684265,
        "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": [
          [
            [
              -83.2,
              29.04
            ],
            [
              -83.18,
              29.04
            ],
            [
              -83.18,
              29.03
            ],
            [
              -83.15,
              29.0
            ],
            [
              -83.15,
              28.99
            ],
            [
              -83.18,
              28.99
            ],
            [
              -83.19,
              28.98
            ],
            [
              -83.23,
              28.97
            ],
            [
              -83.28,
              28.92
            ],
            [
              -83.28,
              28.91
            ],
            [
              -83.29,
              28.91
            ],
            [
              -83.31,
              28.89
            ],
            [
              -83.33,
              28.89
            ],
            [
              -83.36,
              28.86
            ],
            [
              -83.37,
              28.86
            ],
            [
              -83.45,
              28.77
            ],
            [
              -83.47,
              28.77
            ],
            [
              -83.51,
              28.79
            ],
            [
              -83.52,
              28.81
            ],
            [
              -83.5,
              28.82
            ],
            [
              -83.47,
              28.86
            ],
            [
              -83.44,
              28.87
            ],
            [
              -83.42,
              28.89
            ],
            [
              -83.42,
              28.9
            ],
            [
              -83.41,
              28.9
            ],
            [
              -83.39,
              28.92
            ],
            [
              -83.38,
              28.94
            ],
            [
              -83.37,
              28.94
            ],
            [
              -83.32,
              28.98
            ],
            [
              -83.24,
              29.0
            ],
            [
              -83.23,
              29.02
            ],
            [
              -83.22,
              29.02
            ],
            [
              -83.2,
              29.04
            ]
          ]
        ]
      },
      "raw_probability": 0.4154,
      "confidence_lo": 0.0055,
      "confidence_hi": 0.0059,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "cc5233ecb947830ac59518ecb9384f536d67575e51f91d9427ffb3739fa96269",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.4154,
        "probability": 0.005892,
        "confidence_lo": 0.005474,
        "confidence_hi": 0.005895,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7ee49784da4b97756b214efb4baa4758c134c9b69e628ccac34fd40cbc013472",
        "signature": {
          "alg": "ed25519",
          "sig": "266b1c995ecac48df284698f9b7e9a4712489eb735d8db75762706ecd14a9d6b158649d14cf2aba5fda332ac5303612d91833218a0c07e979cdb7381edb2f40b"
        }
      },
      "receipt_sha256": "7ee49784da4b97756b214efb4baa4758c134c9b69e628ccac34fd40cbc013472"
    },
    {
      "storm_id": "268101",
      "lat": 32.3108,
      "lon": -79.3269,
      "motion_east": 4.9,
      "motion_south": -1.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0059,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2458.0,
      "ebshear": 21.0,
      "srh01": 50.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.2454
        },
        {
          "name": "alignment",
          "value": -1.4729
        },
        {
          "name": "tau",
          "value": 2.502
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4083
      },
      "coherence_score": 2.502009391784668,
      "coherence_diagnostics": {
        "tau": 2.502009391784668,
        "grad_tau": 0.3791581392288208,
        "torsion": 0.0,
        "alignment": -1.472930669784546,
        "S_field": 0.6299394965171814,
        "Gamma_field": 0.1633898913860321,
        "S_over_Gamma": 3.8554372787475586,
        "Da": 9.918645858764648,
        "E_coh": 0.686061680316925,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.39,
              32.37
            ],
            [
              -79.31,
              32.37
            ],
            [
              -79.31,
              32.35
            ],
            [
              -79.27,
              32.31
            ],
            [
              -79.27,
              32.29
            ],
            [
              -79.28,
              32.28
            ],
            [
              -79.27,
              32.27
            ],
            [
              -79.28,
              32.25
            ],
            [
              -79.33,
              32.25
            ],
            [
              -79.36,
              32.29
            ],
            [
              -79.4,
              32.31
            ],
            [
              -79.39,
              32.33
            ],
            [
              -79.39,
              32.37
            ]
          ]
        ]
      },
      "raw_probability": 0.4083,
      "confidence_lo": 0.0055,
      "confidence_hi": 0.0059,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "478ace168c4c66b7776c080b738e7dc3cccf6a6c4e256b0ecae99a384f2d4956",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.4083,
        "probability": 0.005892,
        "confidence_lo": 0.005474,
        "confidence_hi": 0.005895,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a978ab2fb6d5d2de7b52e3bda1afff8a5258635f529a8e7564600fae137ad2a6",
        "signature": {
          "alg": "ed25519",
          "sig": "f5709d9a45d4aee825ce1837e5f6e60d47bdc8a2f25fd766a37deb4e82525f0b6bb8522704972e07bbd1ebbb9085bd7d58c5b7f3b99092749a6fba74b5528402"
        }
      },
      "receipt_sha256": "a978ab2fb6d5d2de7b52e3bda1afff8a5258635f529a8e7564600fae137ad2a6"
    },
    {
      "storm_id": "268252",
      "lat": 30.2259,
      "lon": -82.4047,
      "motion_east": 6.1,
      "motion_south": -5.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0059,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 971.0,
      "ebshear": 21.0,
      "srh01": 83.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 83.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.3704
        },
        {
          "name": "alignment",
          "value": -0.5535
        },
        {
          "name": "tau",
          "value": 2.5716
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4052
      },
      "coherence_score": 2.571617841720581,
      "coherence_diagnostics": {
        "tau": 2.571617841720581,
        "grad_tau": 0.5883508920669556,
        "torsion": 0.0,
        "alignment": -0.5535496473312378,
        "S_field": 0.6066560745239258,
        "Gamma_field": 0.2117232233285904,
        "S_over_Gamma": 2.865326166152954,
        "Da": 12.229378700256348,
        "E_coh": 0.872484028339386,
        "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": [
          [
            [
              -82.43,
              30.34
            ],
            [
              -82.42,
              30.33
            ],
            [
              -82.39,
              30.34
            ],
            [
              -82.39,
              30.33
            ],
            [
              -82.36,
              30.3
            ],
            [
              -82.33,
              30.3
            ],
            [
              -82.29,
              30.33
            ],
            [
              -82.26,
              30.33
            ],
            [
              -82.23,
              30.31
            ],
            [
              -82.23,
              30.27
            ],
            [
              -82.26,
              30.24
            ],
            [
              -82.27,
              30.21
            ],
            [
              -82.3,
              30.18
            ],
            [
              -82.34,
              30.17
            ],
            [
              -82.35,
              30.16
            ],
            [
              -82.37,
              30.16
            ],
            [
              -82.4,
              30.13
            ],
            [
              -82.42,
              30.13
            ],
            [
              -82.43,
              30.12
            ],
            [
              -82.47,
              30.12
            ],
            [
              -82.48,
              30.13
            ],
            [
              -82.5,
              30.13
            ],
            [
              -82.52,
              30.15
            ],
            [
              -82.53,
              30.14
            ],
            [
              -82.54,
              30.15
            ],
            [
              -82.55,
              30.2
            ],
            [
              -82.54,
              30.21
            ],
            [
              -82.5,
              30.21
            ],
            [
              -82.48,
              30.23
            ],
            [
              -82.47,
              30.25
            ],
            [
              -82.47,
              30.29
            ],
            [
              -82.43,
              30.34
            ]
          ]
        ]
      },
      "raw_probability": 0.4052,
      "confidence_lo": 0.0055,
      "confidence_hi": 0.0059,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "03a6816664ef12a83b46cbab87df0159d53b4582bc490fd898fea37587b45ac2",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.4052,
        "probability": 0.005892,
        "confidence_lo": 0.005474,
        "confidence_hi": 0.005895,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b25bd520e723451e3103e83735f5da34b5a63afc50cb48f646be1a1181591b88",
        "signature": {
          "alg": "ed25519",
          "sig": "238f4e044a9397562c29188ec7fa0e5f5b9ebaf0e404c43235af42c709094d56b1f7088955542acdfb381a57b3a69e5fe324a3e3862c4fca8600d0b4e8a9ba06"
        }
      },
      "receipt_sha256": "b25bd520e723451e3103e83735f5da34b5a63afc50cb48f646be1a1181591b88"
    },
    {
      "storm_id": "268183",
      "lat": 29.4156,
      "lon": -82.8736,
      "motion_east": 6.5,
      "motion_south": -4.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0059,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1433.0,
      "ebshear": 23.0,
      "srh01": 93.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 93.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.7454
        },
        {
          "name": "alignment",
          "value": -0.563
        },
        {
          "name": "tau",
          "value": 2.7665
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4005
      },
      "coherence_score": 2.766490936279297,
      "coherence_diagnostics": {
        "tau": 2.766490936279297,
        "grad_tau": 0.5180685520172119,
        "torsion": 0.0,
        "alignment": -0.5629975199699402,
        "S_field": 0.7107938528060913,
        "Gamma_field": 0.2075565606355667,
        "S_over_Gamma": 3.42457914352417,
        "Da": 12.119497299194336,
        "E_coh": 0.9305288791656494,
        "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": [
          [
            [
              -82.79,
              29.59
            ],
            [
              -82.74,
              29.59
            ],
            [
              -82.74,
              29.54
            ],
            [
              -82.8,
              29.51
            ],
            [
              -82.83,
              29.48
            ],
            [
              -82.83,
              29.41
            ],
            [
              -82.84,
              29.4
            ],
            [
              -82.84,
              29.31
            ],
            [
              -82.86,
              29.28
            ],
            [
              -82.86,
              29.25
            ],
            [
              -82.88,
              29.23
            ],
            [
              -82.91,
              29.23
            ],
            [
              -82.93,
              29.25
            ],
            [
              -82.92,
              29.3
            ],
            [
              -82.95,
              29.33
            ],
            [
              -82.99,
              29.33
            ],
            [
              -83.02,
              29.36
            ],
            [
              -83.02,
              29.39
            ],
            [
              -82.98,
              29.46
            ],
            [
              -82.94,
              29.5
            ],
            [
              -82.87,
              29.5
            ],
            [
              -82.85,
              29.49
            ],
            [
              -82.83,
              29.51
            ],
            [
              -82.83,
              29.56
            ],
            [
              -82.79,
              29.59
            ]
          ]
        ]
      },
      "raw_probability": 0.4005,
      "confidence_lo": 0.0055,
      "confidence_hi": 0.0059,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "3ec01879fb3dcba7d061b32566849bae7e3a4201ce6ee9f59c9a4d066704c60c",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.4005,
        "probability": 0.005892,
        "confidence_lo": 0.005474,
        "confidence_hi": 0.005895,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2735a0178cda14dbf86c37e08d04a4ecdeeb58e4d62b297c5741b5ccb00ed96e",
        "signature": {
          "alg": "ed25519",
          "sig": "b1719f9f488ed095b73c8528355a2f589981792ce19328b6d55321ccbd444b3f87f470938418476ed46d0c08588e9bc4425c219626276009edf50adfce0e3e04"
        }
      },
      "receipt_sha256": "2735a0178cda14dbf86c37e08d04a4ecdeeb58e4d62b297c5741b5ccb00ed96e"
    },
    {
      "storm_id": "268657",
      "lat": 38.8318,
      "lon": -74.6682,
      "motion_east": 5.4,
      "motion_south": -1.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0038,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1576.0,
      "ebshear": 14.0,
      "srh01": 103.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 103.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.8704
        },
        {
          "name": "alignment",
          "value": 4.1842
        },
        {
          "name": "tau",
          "value": 2.0502
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3858
      },
      "coherence_score": 2.05021595954895,
      "coherence_diagnostics": {
        "tau": 2.05021595954895,
        "grad_tau": 0.19803647696971893,
        "torsion": 0.0,
        "alignment": 4.184220314025879,
        "S_field": 0.2964341938495636,
        "Gamma_field": 0.36838990449905396,
        "S_over_Gamma": 0.8046751022338867,
        "Da": 21.196975708007812,
        "E_coh": 0.5154410004615784,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.67,
              38.87
            ],
            [
              -74.66,
              38.86
            ],
            [
              -74.64,
              38.86
            ],
            [
              -74.64,
              38.82
            ],
            [
              -74.65,
              38.82
            ],
            [
              -74.66,
              38.8
            ],
            [
              -74.68,
              38.79
            ],
            [
              -74.7,
              38.8
            ],
            [
              -74.69,
              38.81
            ],
            [
              -74.69,
              38.85
            ],
            [
              -74.67,
              38.87
            ]
          ]
        ]
      },
      "raw_probability": 0.3858,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0038,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "9745e48c87c09d041c137c1a24c202256bcacfe86906536c84c291dee6d80005",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.3858,
        "probability": 0.003766,
        "confidence_lo": 0.003069,
        "confidence_hi": 0.003769,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "22a4dba965018628a3c562e7aec8f14ac44bac0a1c0ac332946b89917c87f24f",
        "signature": {
          "alg": "ed25519",
          "sig": "f92ad10f28664bdad804e92c7d7b4fc9b3cfa7eb57a6441da5e5f88b3647e80fbb66549bb94ff4309835751419dcde0db6c53c8ce95db7eb32ffcfc65d734f0d"
        }
      },
      "receipt_sha256": "22a4dba965018628a3c562e7aec8f14ac44bac0a1c0ac332946b89917c87f24f"
    },
    {
      "storm_id": "268652",
      "lat": 45.36,
      "lon": -69.4293,
      "motion_east": 4.8,
      "motion_south": -3.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 90.0,
      "ebshear": 29.0,
      "srh01": 207.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 207.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.9954
        },
        {
          "name": "alignment",
          "value": -10.386
        },
        {
          "name": "tau",
          "value": 1.4334
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3736
      },
      "coherence_score": 1.4333516359329224,
      "coherence_diagnostics": {
        "tau": 1.4333516359329224,
        "grad_tau": 0.30961573123931885,
        "torsion": 0.0,
        "alignment": -10.385967254638672,
        "S_field": 0.46003472805023193,
        "Gamma_field": 0.2542232275009155,
        "S_over_Gamma": 1.8095699548721313,
        "Da": 14.969298362731934,
        "E_coh": 0.21260152757167816,
        "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": [
          [
            [
              -69.5,
              45.41
            ],
            [
              -69.46,
              45.39
            ],
            [
              -69.42,
              45.39
            ],
            [
              -69.41,
              45.38
            ],
            [
              -69.35,
              45.37
            ],
            [
              -69.33,
              45.35
            ],
            [
              -69.33,
              45.33
            ],
            [
              -69.37,
              45.3
            ],
            [
              -69.4,
              45.3
            ],
            [
              -69.45,
              45.33
            ],
            [
              -69.47,
              45.33
            ],
            [
              -69.51,
              45.35
            ],
            [
              -69.51,
              45.4
            ],
            [
              -69.5,
              45.41
            ]
          ]
        ]
      },
      "raw_probability": 0.3736,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "399fed6f78b8fb576812f0cc4c6b3f3b84a92863295c547c260401b00d107fdd",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.3736,
        "probability": 0.003201,
        "confidence_lo": 0.003069,
        "confidence_hi": 0.003202,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "96e4d82e67186b38cdaae052f47aec933d4e1e72d650f91c6b82aa80cd009f4e",
        "signature": {
          "alg": "ed25519",
          "sig": "b37683fdc880f17b62afca063dabaa641f007fd2f4aec4fcd0124b3a50be971859210cd4d60bbda5ecd082cf7cabd90d9e949683153c05d94974c5a7360fb70d"
        }
      },
      "receipt_sha256": "96e4d82e67186b38cdaae052f47aec933d4e1e72d650f91c6b82aa80cd009f4e"
    },
    {
      "storm_id": "268614",
      "lat": 29.375,
      "lon": -83.194,
      "motion_east": 6.3,
      "motion_south": -3.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2180.0,
      "ebshear": 23.0,
      "srh01": 100.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 100.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.7454
        },
        {
          "name": "alignment",
          "value": -0.563
        },
        {
          "name": "tau",
          "value": 2.7665
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3624
      },
      "coherence_score": 2.766490936279297,
      "coherence_diagnostics": {
        "tau": 2.766490936279297,
        "grad_tau": 0.5180685520172119,
        "torsion": 0.0,
        "alignment": -0.5629975199699402,
        "S_field": 0.7107938528060913,
        "Gamma_field": 0.2075565606355667,
        "S_over_Gamma": 3.42457914352417,
        "Da": 12.119497299194336,
        "E_coh": 0.9305288791656494,
        "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": [
          [
            [
              -83.24,
              29.41
            ],
            [
              -83.17,
              29.41
            ],
            [
              -83.15,
              29.4
            ],
            [
              -83.15,
              29.37
            ],
            [
              -83.16,
              29.35
            ],
            [
              -83.17,
              29.34
            ],
            [
              -83.19,
              29.35
            ],
            [
              -83.23,
              29.35
            ],
            [
              -83.24,
              29.36
            ],
            [
              -83.24,
              29.41
            ]
          ]
        ]
      },
      "raw_probability": 0.3624,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "fbb4a2faed17f1d52ae5c12903299a7a35e5df051911861478b7bec7bb868cf6",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.3624,
        "probability": 0.003157,
        "confidence_lo": 0.003069,
        "confidence_hi": 0.003157,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cf935b151256aa6bc585d82fbd2eb24bf1b317edd7ae0749392f4c08cb397f26",
        "signature": {
          "alg": "ed25519",
          "sig": "7dbae4d25ac1fc87e7572d1ff39e610aa8afd62c1ee3217f488389b177fbf63bd02a9bca7ff4dcb8f370d51c5d285821b1ef06616703ca41ebca547562b62b08"
        }
      },
      "receipt_sha256": "cf935b151256aa6bc585d82fbd2eb24bf1b317edd7ae0749392f4c08cb397f26"
    },
    {
      "storm_id": "268291",
      "lat": 36.2433,
      "lon": -74.9011,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1946.0,
      "ebshear": 23.0,
      "srh01": 73.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 73.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.6204
        },
        {
          "name": "alignment",
          "value": -0.684
        },
        {
          "name": "tau",
          "value": 2.7471
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3439
      },
      "coherence_score": 2.747145652770996,
      "coherence_diagnostics": {
        "tau": 2.747145652770996,
        "grad_tau": 0.3661903738975525,
        "torsion": 0.0,
        "alignment": -0.6839838027954102,
        "S_field": 0.49266675114631653,
        "Gamma_field": 0.1567232310771942,
        "S_over_Gamma": 3.1435463428497314,
        "Da": 9.297934532165527,
        "E_coh": 0.5749234557151794,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.92,
              36.27
            ],
            [
              -74.88,
              36.27
            ],
            [
              -74.87,
              36.26
            ],
            [
              -74.87,
              36.22
            ],
            [
              -74.88,
              36.21
            ],
            [
              -74.91,
              36.21
            ],
            [
              -74.93,
              36.22
            ],
            [
              -74.93,
              36.26
            ],
            [
              -74.92,
              36.27
            ]
          ]
        ]
      },
      "raw_probability": 0.3439,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "d0ef25d5d7aaf22f7f0008942367a2ade12362426dbb720f2321893d7f1f9256",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.3439,
        "probability": 0.003157,
        "confidence_lo": 0.003069,
        "confidence_hi": 0.003157,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ddeb0108a560efb60104dfde3870351f76fbc83d70ad2ad7b53ca6b18a0832fa",
        "signature": {
          "alg": "ed25519",
          "sig": "bb91bcaf5efc5285ba80d054a484785f95b65e919e4def6e80bf9fd1f68932148f34dc3d1a428b444e4d2bf4a062228652b648268e48c937506b17d1b294700e"
        }
      },
      "receipt_sha256": "ddeb0108a560efb60104dfde3870351f76fbc83d70ad2ad7b53ca6b18a0832fa"
    },
    {
      "storm_id": "268629",
      "lat": 46.0164,
      "lon": -72.6382,
      "motion_east": 4.2,
      "motion_south": 0.2,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 381.0,
      "ebshear": 19.0,
      "srh01": 162.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 162.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.9954
        },
        {
          "name": "alignment",
          "value": -9.5104
        },
        {
          "name": "tau",
          "value": 1.4373
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3405
      },
      "coherence_score": 1.4373090267181396,
      "coherence_diagnostics": {
        "tau": 1.4373090267181396,
        "grad_tau": 0.23173560202121735,
        "torsion": 0.0,
        "alignment": -9.51037883758545,
        "S_field": 0.39747756719589233,
        "Gamma_field": 0.32672324776649475,
        "S_over_Gamma": 1.2165573835372925,
        "Da": 20.411449432373047,
        "E_coh": 0.1984131634235382,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.63,
              46.05
            ],
            [
              -72.61,
              46.05
            ],
            [
              -72.61,
              46.02
            ],
            [
              -72.6,
              46.01
            ],
            [
              -72.6,
              45.96
            ],
            [
              -72.67,
              45.96
            ],
            [
              -72.69,
              45.98
            ],
            [
              -72.68,
              46.02
            ],
            [
              -72.66,
              46.04
            ],
            [
              -72.64,
              46.04
            ],
            [
              -72.63,
              46.05
            ]
          ]
        ]
      },
      "raw_probability": 0.3405,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "bdd18204b119bef6b661d2ebef0fe97c8efc471a0c70185e1a5740355fd32158",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.3405,
        "probability": 0.003157,
        "confidence_lo": 0.003069,
        "confidence_hi": 0.003157,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6428bba04bde99a51fdd7b5b68f8784ca5677f31a5c4e7058e7f0068302d7143",
        "signature": {
          "alg": "ed25519",
          "sig": "13f4effe46966ac450dee2ed2681cd47c8dac2404460b7f33b6ab5a7e85f474776814e779c0af4acd274483193b1fc45424d8823a6b33c31782c1978be9a3c0a"
        }
      },
      "receipt_sha256": "6428bba04bde99a51fdd7b5b68f8784ca5677f31a5c4e7058e7f0068302d7143"
    },
    {
      "storm_id": "268501",
      "lat": 28.872,
      "lon": -82.899,
      "motion_east": 6.9,
      "motion_south": -3.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1717.0,
      "ebshear": 24.0,
      "srh01": 60.0,
      "maxllaz": 0.003,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 60.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.7454
        },
        {
          "name": "alignment",
          "value": 1.4919
        },
        {
          "name": "tau",
          "value": 3.1358
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.338
      },
      "coherence_score": 3.1357736587524414,
      "coherence_diagnostics": {
        "tau": 3.1357736587524414,
        "grad_tau": 0.2924831509590149,
        "torsion": 0.0,
        "alignment": 1.4919143915176392,
        "S_field": 0.9607564806938171,
        "Gamma_field": 0.19005656242370605,
        "S_over_Gamma": 5.055108070373535,
        "Da": 11.600038528442383,
        "E_coh": 0.9514448046684265,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.88,
              28.93
            ],
            [
              -82.84,
              28.93
            ],
            [
              -82.83,
              28.92
            ],
            [
              -82.87,
              28.84
            ],
            [
              -82.91,
              28.81
            ],
            [
              -82.95,
              28.81
            ],
            [
              -82.95,
              28.83
            ],
            [
              -82.94,
              28.84
            ],
            [
              -82.94,
              28.88
            ],
            [
              -82.88,
              28.93
            ]
          ]
        ]
      },
      "raw_probability": 0.338,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "1b85aa326be1c5bdf4dc41dde5cc6051a5033d2e58ff05fc2f42232576242d2f",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.338,
        "probability": 0.003157,
        "confidence_lo": 0.003069,
        "confidence_hi": 0.003157,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "af7bb1c49eefaadc38e891e3f095a7880bd366a93279723e6d808c54b457ec58",
        "signature": {
          "alg": "ed25519",
          "sig": "491201e73bce3902b1ec3691d79041ee9753eff4b3bd3827170cb0ad7b8c2a9c41867fd05428ea987c403734f2238b0f78ca6c1e6386aba4646a127159d0ee03"
        }
      },
      "receipt_sha256": "af7bb1c49eefaadc38e891e3f095a7880bd366a93279723e6d808c54b457ec58"
    },
    {
      "storm_id": "268528",
      "lat": 40.0267,
      "lon": -71.0578,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1312.0,
      "ebshear": 16.0,
      "srh01": 174.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 174.0
        },
        {
          "name": "hrrr_pwat",
          "value": 60.1204
        },
        {
          "name": "alignment",
          "value": -6.3107
        },
        {
          "name": "tau",
          "value": 3.0977
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3336
      },
      "coherence_score": 3.097722291946411,
      "coherence_diagnostics": {
        "tau": 3.097722291946411,
        "grad_tau": 0.0769956037402153,
        "torsion": 0.0,
        "alignment": -6.310684680938721,
        "S_field": 0.8309903144836426,
        "Gamma_field": 0.20922322571277618,
        "S_over_Gamma": 3.971788167953491,
        "Da": 12.237289428710938,
        "E_coh": 0.7518829703330994,
        "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": [
          [
            [
              -71.05,
              40.07
            ],
            [
              -71.0,
              40.07
            ],
            [
              -71.0,
              40.02
            ],
            [
              -71.07,
              39.98
            ],
            [
              -71.09,
              39.98
            ],
            [
              -71.1,
              39.99
            ],
            [
              -71.1,
              40.01
            ],
            [
              -71.06,
              40.05
            ],
            [
              -71.05,
              40.07
            ]
          ]
        ]
      },
      "raw_probability": 0.3336,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "6f46d158e5581a13da946a485afff4be1bcadf02d83c793e301e24400f5c5e25",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.3336,
        "probability": 0.003157,
        "confidence_lo": 0.003069,
        "confidence_hi": 0.003157,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "acf354964bdfce36c9e1f3e56060a98f45dbe432713bf51d68274c013069ef4f",
        "signature": {
          "alg": "ed25519",
          "sig": "220997f97f4e1a059e061b680ebfa5da92db380c6587658495a19618eb9f4cfa7136232eab1530ec87bc05f8a4b1ed73e2b58e92a5bf57b1108cfbfc1c975404"
        }
      },
      "receipt_sha256": "acf354964bdfce36c9e1f3e56060a98f45dbe432713bf51d68274c013069ef4f"
    },
    {
      "storm_id": "268651",
      "lat": 45.6546,
      "lon": -69.6438,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 95.0,
      "ebshear": 31.0,
      "srh01": 174.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 174.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.2454
        },
        {
          "name": "alignment",
          "value": -9.9158
        },
        {
          "name": "tau",
          "value": 1.5463
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3201
      },
      "coherence_score": 1.5463030338287354,
      "coherence_diagnostics": {
        "tau": 1.5463030338287354,
        "grad_tau": 0.2391141951084137,
        "torsion": 0.0,
        "alignment": -9.915762901306152,
        "S_field": 0.42179399728775024,
        "Gamma_field": 0.35672324895858765,
        "S_over_Gamma": 1.1824123859405518,
        "Da": 22.15165901184082,
        "E_coh": 0.4157044589519501,
        "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": [
          [
            [
              -69.64,
              45.69
            ],
            [
              -69.62,
              45.69
            ],
            [
              -69.6,
              45.67
            ],
            [
              -69.56,
              45.66
            ],
            [
              -69.57,
              45.62
            ],
            [
              -69.63,
              45.59
            ],
            [
              -69.69,
              45.61
            ],
            [
              -69.69,
              45.63
            ],
            [
              -69.7,
              45.64
            ],
            [
              -69.7,
              45.66
            ],
            [
              -69.68,
              45.68
            ],
            [
              -69.65,
              45.68
            ],
            [
              -69.64,
              45.69
            ]
          ]
        ]
      },
      "raw_probability": 0.3201,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "43c21627c111718dad3a6595b04f4fecf35e42498778b0e3734e24be0102fc54",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.3201,
        "probability": 0.003157,
        "confidence_lo": 0.003069,
        "confidence_hi": 0.003157,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "53570d5bb6268f808d9797f19cba3608ead66893b6e043a0514bf998af69024d",
        "signature": {
          "alg": "ed25519",
          "sig": "66174f51a44dc78fdcc62878f373c94b1b888ccdb278164a7ef7945417d46e7230a1a7b3fb0a394bb19d8a132919f9b87660b0c8447ab6fa34f6f05d18a87b01"
        }
      },
      "receipt_sha256": "53570d5bb6268f808d9797f19cba3608ead66893b6e043a0514bf998af69024d"
    },
    {
      "storm_id": "268080",
      "lat": 39.9236,
      "lon": -71.2573,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1304.0,
      "ebshear": 13.0,
      "srh01": 174.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 174.0
        },
        {
          "name": "hrrr_pwat",
          "value": 60.1204
        },
        {
          "name": "alignment",
          "value": -6.3107
        },
        {
          "name": "tau",
          "value": 3.0977
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3199
      },
      "coherence_score": 3.097722291946411,
      "coherence_diagnostics": {
        "tau": 3.097722291946411,
        "grad_tau": 0.0769956037402153,
        "torsion": 0.0,
        "alignment": -6.310684680938721,
        "S_field": 0.8309903144836426,
        "Gamma_field": 0.20922322571277618,
        "S_over_Gamma": 3.971788167953491,
        "Da": 12.237289428710938,
        "E_coh": 0.7518829703330994,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -71.25,
              39.96
            ],
            [
              -71.23,
              39.96
            ],
            [
              -71.21,
              39.94
            ],
            [
              -71.21,
              39.91
            ],
            [
              -71.25,
              39.86
            ],
            [
              -71.29,
              39.86
            ],
            [
              -71.3,
              39.88
            ],
            [
              -71.3,
              39.93
            ],
            [
              -71.28,
              39.95
            ],
            [
              -71.26,
              39.95
            ],
            [
              -71.25,
              39.96
            ]
          ]
        ]
      },
      "raw_probability": 0.3199,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "41a29dff50403a916cf32ac46dad67ee0d5e2eb4b10468618054b7effb0f6654",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.3199,
        "probability": 0.003157,
        "confidence_lo": 0.003069,
        "confidence_hi": 0.003157,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cc31feca40f89ae65a9ca759f98a16984a0926a4ecc7e29883ca0c3f9765daee",
        "signature": {
          "alg": "ed25519",
          "sig": "e0a462d4103f620039accc983c664a24645d2bf36f93489f5f4cdeba49d2bcf8e8d35a82df641c4761b298555bf7893d5a2bc0c4bf7838b33fd547b8c82e6a02"
        }
      },
      "receipt_sha256": "cc31feca40f89ae65a9ca759f98a16984a0926a4ecc7e29883ca0c3f9765daee"
    },
    {
      "storm_id": "268655",
      "lat": 39.7143,
      "lon": -75.3371,
      "motion_east": 6.1,
      "motion_south": -3.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1962.0,
      "ebshear": 35.0,
      "srh01": 113.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 113.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.8704
        },
        {
          "name": "alignment",
          "value": 5.1655
        },
        {
          "name": "tau",
          "value": 1.7381
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3194
      },
      "coherence_score": 1.7380661964416504,
      "coherence_diagnostics": {
        "tau": 1.7380661964416504,
        "grad_tau": 0.40321242809295654,
        "torsion": 0.0,
        "alignment": 5.165518283843994,
        "S_field": 0.2664678692817688,
        "Gamma_field": 0.34088990092277527,
        "S_over_Gamma": 0.781683087348938,
        "Da": 19.27250099182129,
        "E_coh": 0.480231374502182,
        "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": [
          [
            [
              -75.31,
              39.75
            ],
            [
              -75.3,
              39.73
            ],
            [
              -75.34,
              39.68
            ],
            [
              -75.36,
              39.68
            ],
            [
              -75.37,
              39.69
            ],
            [
              -75.37,
              39.72
            ],
            [
              -75.31,
              39.75
            ]
          ]
        ]
      },
      "raw_probability": 0.3194,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "3dfecc35b7ffc6fd589081625cf4b769c29fe5ccce64b47541f78d4302a3d29c",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.3194,
        "probability": 0.003157,
        "confidence_lo": 0.003069,
        "confidence_hi": 0.003157,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "01f8131ef7f1b0077ee2caf9ea3766d227ebbf0738d922a1d34e1795d48d80fe",
        "signature": {
          "alg": "ed25519",
          "sig": "5673e1d0fa3cf9a00916de84b68c7d3291270b8efada6b928d741163e1332829c2f7d119e10c922f6a5b69befd113521cc56e5a5e8dc888c5c0ffbd210a79903"
        }
      },
      "receipt_sha256": "01f8131ef7f1b0077ee2caf9ea3766d227ebbf0738d922a1d34e1795d48d80fe"
    },
    {
      "storm_id": "268542",
      "lat": 47.8389,
      "lon": -97.4679,
      "motion_east": 11.6,
      "motion_south": -4.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2080.0,
      "ebshear": 42.0,
      "srh01": 105.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 105.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.6204
        },
        {
          "name": "alignment",
          "value": 6.1995
        },
        {
          "name": "tau",
          "value": 0.8722
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.307
      },
      "coherence_score": 0.8721786141395569,
      "coherence_diagnostics": {
        "tau": 0.8721786141395569,
        "grad_tau": 0.3021697700023651,
        "torsion": 0.0,
        "alignment": 6.199460029602051,
        "S_field": 0.36594653129577637,
        "Gamma_field": 0.21755655109882355,
        "S_over_Gamma": 1.6820753812789917,
        "Da": 11.563916206359863,
        "E_coh": 0.43243733048439026,
        "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": [
          [
            [
              -97.41,
              47.95
            ],
            [
              -97.37,
              47.95
            ],
            [
              -97.35,
              47.93
            ],
            [
              -97.34,
              47.88
            ],
            [
              -97.36,
              47.86
            ],
            [
              -97.41,
              47.84
            ],
            [
              -97.44,
              47.78
            ],
            [
              -97.5,
              47.75
            ],
            [
              -97.54,
              47.75
            ],
            [
              -97.55,
              47.74
            ],
            [
              -97.57,
              47.74
            ],
            [
              -97.58,
              47.75
            ],
            [
              -97.58,
              47.78
            ],
            [
              -97.54,
              47.81
            ],
            [
              -97.53,
              47.81
            ],
            [
              -97.5,
              47.84
            ],
            [
              -97.48,
              47.89
            ],
            [
              -97.43,
              47.94
            ],
            [
              -97.41,
              47.95
            ]
          ]
        ]
      },
      "raw_probability": 0.307,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "3ee658e5831fa0a4d014d2dfa3f2a5f353ef8d179acfaf8f1b62e584a336daa8",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.307,
        "probability": 0.003157,
        "confidence_lo": 0.003069,
        "confidence_hi": 0.003157,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c365f07385abd98dc3c3a532e945c0d6100c3509f882acee139edf9ee1b7f0b0",
        "signature": {
          "alg": "ed25519",
          "sig": "e3f94c809517cc404770254a09793cb3f10d7705a4fa553fc75a5c66f985cc8147eb406f99c42a28107ecbdb7c349bf942c085aca8d1ffeb5c04373de7486609"
        }
      },
      "receipt_sha256": "c365f07385abd98dc3c3a532e945c0d6100c3509f882acee139edf9ee1b7f0b0"
    },
    {
      "storm_id": "268627",
      "lat": 47.1407,
      "lon": -99.9726,
      "motion_east": 9.5,
      "motion_south": -5.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1121.0,
      "ebshear": 76.0,
      "srh01": 179.0,
      "maxllaz": 0.014,
      "mesh": 0.15,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 179.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.1204
        },
        {
          "name": "alignment",
          "value": -1.3555
        },
        {
          "name": "tau",
          "value": 1.1096
        },
        {
          "name": "maxllaz",
          "value": 0.014
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2845
      },
      "coherence_score": 1.1096018552780151,
      "coherence_diagnostics": {
        "tau": 1.1096018552780151,
        "grad_tau": 0.16076068580150604,
        "torsion": 0.0,
        "alignment": -1.3555395603179932,
        "S_field": 0.3196538984775543,
        "Gamma_field": 0.2442232221364975,
        "S_over_Gamma": 1.3088595867156982,
        "Da": 13.403228759765625,
        "E_coh": 0.3507331609725952,
        "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": [
          [
            [
              -99.77,
              47.3
            ],
            [
              -99.73,
              47.3
            ],
            [
              -99.72,
              47.28
            ],
            [
              -99.73,
              47.27
            ],
            [
              -99.73,
              47.25
            ],
            [
              -99.77,
              47.21
            ],
            [
              -99.91,
              47.16
            ],
            [
              -99.96,
              47.11
            ],
            [
              -99.99,
              47.1
            ],
            [
              -100.02,
              47.07
            ],
            [
              -100.02,
              47.05
            ],
            [
              -100.06,
              47.01
            ],
            [
              -100.15,
              46.96
            ],
            [
              -100.19,
              46.96
            ],
            [
              -100.22,
              46.99
            ],
            [
              -100.22,
              47.04
            ],
            [
              -100.19,
              47.07
            ],
            [
              -100.13,
              47.07
            ],
            [
              -100.09,
              47.09
            ],
            [
              -100.06,
              47.12
            ],
            [
              -100.05,
              47.12
            ],
            [
              -100.01,
              47.17
            ],
            [
              -99.99,
              47.17
            ],
            [
              -99.96,
              47.19
            ],
            [
              -99.92,
              47.2
            ],
            [
              -99.9,
              47.24
            ],
            [
              -99.77,
              47.3
            ]
          ]
        ]
      },
      "raw_probability": 0.2845,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "5a7a08c6ae79f86013d591feea910570d034b80dd4f37b99767eb37cc8784020",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.2845,
        "probability": 0.002301,
        "confidence_lo": 0.00213,
        "confidence_hi": 0.002301,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3cdd70bc0cf6088901f56499a61c06626bde1bb15023f4e026aa4e76a02123bb",
        "signature": {
          "alg": "ed25519",
          "sig": "4433639d66bbea3cbc5d4d3a9c5ceb5320dff60be29525f1d9768eb24903463d90d6d5f7d1d0ecd426fc684a2729fa808660aac75424b321b31e06b01b452109"
        }
      },
      "receipt_sha256": "3cdd70bc0cf6088901f56499a61c06626bde1bb15023f4e026aa4e76a02123bb"
    },
    {
      "storm_id": "267694",
      "lat": 48.1447,
      "lon": -96.5988,
      "motion_east": 10.9,
      "motion_south": -7.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1889.0,
      "ebshear": 41.0,
      "srh01": 92.0,
      "maxllaz": 0.006,
      "mesh": 0.19,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 92.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.7454
        },
        {
          "name": "alignment",
          "value": 1.6378
        },
        {
          "name": "tau",
          "value": 0.5078
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2771
      },
      "coherence_score": 0.507840633392334,
      "coherence_diagnostics": {
        "tau": 0.507840633392334,
        "grad_tau": 0.4184681475162506,
        "torsion": 0.0,
        "alignment": 1.6378439664840698,
        "S_field": 0.3767804503440857,
        "Gamma_field": 0.27922323346138,
        "S_over_Gamma": 1.3493878841400146,
        "Da": 13.728433609008789,
        "E_coh": 0.37199127674102783,
        "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": [
          [
            [
              -96.54,
              48.2
            ],
            [
              -96.5,
              48.2
            ],
            [
              -96.48,
              48.18
            ],
            [
              -96.48,
              48.13
            ],
            [
              -96.52,
              48.1
            ],
            [
              -96.57,
              48.1
            ],
            [
              -96.58,
              48.09
            ],
            [
              -96.67,
              48.09
            ],
            [
              -96.68,
              48.1
            ],
            [
              -96.72,
              48.1
            ],
            [
              -96.73,
              48.11
            ],
            [
              -96.71,
              48.15
            ],
            [
              -96.68,
              48.17
            ],
            [
              -96.62,
              48.17
            ],
            [
              -96.61,
              48.18
            ],
            [
              -96.55,
              48.19
            ],
            [
              -96.54,
              48.2
            ]
          ]
        ]
      },
      "raw_probability": 0.2771,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "a3dd5c9497d76ab20f07914523c3d13132a3ca4c53a8092c8794a5309bfd1f23",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.2771,
        "probability": 0.002301,
        "confidence_lo": 0.00213,
        "confidence_hi": 0.002301,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0651fecdba909e9044843e4cb44dfb5d9080902557b8ec7248bbc187217458e9",
        "signature": {
          "alg": "ed25519",
          "sig": "e82a5aef60973b0f39dd61c6a8fa0b60a6c570de87e6138a65d73edb3474d904bd82c1f5618c785c82aa146a37e419ac2b12040bf8e1198c674a7560425b4706"
        }
      },
      "receipt_sha256": "0651fecdba909e9044843e4cb44dfb5d9080902557b8ec7248bbc187217458e9"
    },
    {
      "storm_id": "268538",
      "lat": 28.1523,
      "lon": -82.3918,
      "motion_east": 4.3,
      "motion_south": -1.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 891.0,
      "ebshear": 23.0,
      "srh01": 73.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 73.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.9954
        },
        {
          "name": "alignment",
          "value": -1.4072
        },
        {
          "name": "tau",
          "value": 3.2163
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2668
      },
      "coherence_score": 3.216268301010132,
      "coherence_diagnostics": {
        "tau": 3.216268301010132,
        "grad_tau": 0.16916674375534058,
        "torsion": 0.0,
        "alignment": -1.4072144031524658,
        "S_field": 0.9044942259788513,
        "Gamma_field": 0.19755655527114868,
        "S_over_Gamma": 4.57840633392334,
        "Da": 13.172496795654297,
        "E_coh": 0.9544506669044495,
        "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": [
          [
            [
              -82.33,
              28.31
            ],
            [
              -82.29,
              28.26
            ],
            [
              -82.29,
              28.24
            ],
            [
              -82.3,
              28.23
            ],
            [
              -82.29,
              28.18
            ],
            [
              -82.33,
              28.15
            ],
            [
              -82.34,
              28.12
            ],
            [
              -82.37,
              28.09
            ],
            [
              -82.41,
              28.02
            ],
            [
              -82.42,
              28.02
            ],
            [
              -82.47,
              27.98
            ],
            [
              -82.51,
              27.98
            ],
            [
              -82.52,
              28.0
            ],
            [
              -82.51,
              28.06
            ],
            [
              -82.47,
              28.08
            ],
            [
              -82.43,
              28.13
            ],
            [
              -82.43,
              28.16
            ],
            [
              -82.42,
              28.17
            ],
            [
              -82.42,
              28.27
            ],
            [
              -82.4,
              28.29
            ],
            [
              -82.34,
              28.3
            ],
            [
              -82.33,
              28.31
            ]
          ]
        ]
      },
      "raw_probability": 0.2668,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "24ba15819ab4db1cde9d4bb3cfeefa51bcba496b71c703f31c32f3425d02621c",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.2668,
        "probability": 0.002301,
        "confidence_lo": 0.00213,
        "confidence_hi": 0.002301,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b7c4a0b0ac02584d88a3c1ff03a07d371aa46e23c4aa73734d6e7524eebe4e7e",
        "signature": {
          "alg": "ed25519",
          "sig": "7dbece830e652d45ac543cf4be68118c96ff2409da7550b547969bd7d4b81b7203215447a16abaf6e82c7aac2f0fc9f388a2bb726a4f354500cba435e81eb60f"
        }
      },
      "receipt_sha256": "b7c4a0b0ac02584d88a3c1ff03a07d371aa46e23c4aa73734d6e7524eebe4e7e"
    },
    {
      "storm_id": "268545",
      "lat": 41.705,
      "lon": -73.7225,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 659.0,
      "ebshear": 51.0,
      "srh01": 83.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 83.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.1204
        },
        {
          "name": "alignment",
          "value": 2.644
        },
        {
          "name": "tau",
          "value": 2.4053
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2629
      },
      "coherence_score": 2.405254602432251,
      "coherence_diagnostics": {
        "tau": 2.405254602432251,
        "grad_tau": 0.30777931213378906,
        "torsion": 0.0,
        "alignment": 2.643965482711792,
        "S_field": 0.4385111331939697,
        "Gamma_field": 0.16922323405742645,
        "S_over_Gamma": 2.5913174152374268,
        "Da": 9.187461853027344,
        "E_coh": 0.5670721530914307,
        "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": [
          [
            [
              -73.69,
              41.76
            ],
            [
              -73.67,
              41.75
            ],
            [
              -73.69,
              41.69
            ],
            [
              -73.73,
              41.65
            ],
            [
              -73.76,
              41.65
            ],
            [
              -73.78,
              41.66
            ],
            [
              -73.77,
              41.72
            ],
            [
              -73.69,
              41.76
            ]
          ]
        ]
      },
      "raw_probability": 0.2629,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "241e6d984c2502c49f7b80c0316bd130e5638b8b7726a4e0321e21e1842e4b82",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.2629,
        "probability": 0.002301,
        "confidence_lo": 0.00213,
        "confidence_hi": 0.002301,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0d54231642912cfad213002e98e5d5a7072e4186b90c9ff58850b21ab13f5ee2",
        "signature": {
          "alg": "ed25519",
          "sig": "79c247330fefb01f0307c0b8a5b79d10737828796dc7496434ccc91bb3eaff3d33e7de3375729f00e1218de93d0cb3e048b9190498aa8e4a4e306dfe70e36f00"
        }
      },
      "receipt_sha256": "0d54231642912cfad213002e98e5d5a7072e4186b90c9ff58850b21ab13f5ee2"
    },
    {
      "storm_id": "268650",
      "lat": 48.0289,
      "lon": -97.2489,
      "motion_east": 11.2,
      "motion_south": -4.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1644.0,
      "ebshear": 56.0,
      "srh01": 80.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 80.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.6204
        },
        {
          "name": "alignment",
          "value": 6.1995
        },
        {
          "name": "tau",
          "value": 0.8722
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2613
      },
      "coherence_score": 0.8721786141395569,
      "coherence_diagnostics": {
        "tau": 0.8721786141395569,
        "grad_tau": 0.3021697700023651,
        "torsion": 0.0,
        "alignment": 6.199460029602051,
        "S_field": 0.36594653129577637,
        "Gamma_field": 0.21755655109882355,
        "S_over_Gamma": 1.6820753812789917,
        "Da": 11.563916206359863,
        "E_coh": 0.43243733048439026,
        "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": [
          [
            [
              -97.26,
              48.09
            ],
            [
              -97.22,
              48.09
            ],
            [
              -97.19,
              48.06
            ],
            [
              -97.19,
              48.01
            ],
            [
              -97.25,
              47.95
            ],
            [
              -97.27,
              47.95
            ],
            [
              -97.3,
              47.98
            ],
            [
              -97.3,
              48.04
            ],
            [
              -97.26,
              48.09
            ]
          ]
        ]
      },
      "raw_probability": 0.2613,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "e4295aa9a6a98b5683a5d8aa6fc23eaf3e9158109fd3785e525a8ca566629956",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.2613,
        "probability": 0.002301,
        "confidence_lo": 0.00213,
        "confidence_hi": 0.002301,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "74a9d705cde64a22fba68524568b8e702a995d2729bbe8155bf179194c15b7a1",
        "signature": {
          "alg": "ed25519",
          "sig": "35ace816bcad1ecd56eb690f62fa9148c0b8e21c6708848366aa257d10b1fe9f182a891c9727321ed705eeb34683c888adeec41fda33ad962bd9a9523b743106"
        }
      },
      "receipt_sha256": "74a9d705cde64a22fba68524568b8e702a995d2729bbe8155bf179194c15b7a1"
    },
    {
      "storm_id": "268395",
      "lat": 40.9844,
      "lon": -74.5733,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1092.0,
      "ebshear": 48.0,
      "srh01": 94.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 94.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.8704
        },
        {
          "name": "alignment",
          "value": 7.194
        },
        {
          "name": "tau",
          "value": 2.171
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2583
      },
      "coherence_score": 2.17104172706604,
      "coherence_diagnostics": {
        "tau": 2.17104172706604,
        "grad_tau": 0.3932999074459076,
        "torsion": 0.0,
        "alignment": 7.193988800048828,
        "S_field": 0.37122178077697754,
        "Gamma_field": 0.1633898913860321,
        "S_over_Gamma": 2.2719995975494385,
        "Da": 8.982675552368164,
        "E_coh": 0.6112292408943176,
        "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": [
          [
            [
              -74.58,
              41.02
            ],
            [
              -74.54,
              41.02
            ],
            [
              -74.53,
              41.01
            ],
            [
              -74.53,
              40.97
            ],
            [
              -74.55,
              40.95
            ],
            [
              -74.61,
              40.94
            ],
            [
              -74.62,
              40.95
            ],
            [
              -74.62,
              40.98
            ],
            [
              -74.58,
              41.02
            ]
          ]
        ]
      },
      "raw_probability": 0.2583,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "1c2180b575c97d3a664ab3db3b00113c8a74272a5ac5b9ef6ba65a322eeb5280",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.2583,
        "probability": 0.002284,
        "confidence_lo": 0.00213,
        "confidence_hi": 0.002284,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0244d781ffab138b530ac9bcaf3b59384c37a3947b1388f75382ce1e852a9ea6",
        "signature": {
          "alg": "ed25519",
          "sig": "5c6a24122afbe14b29ec0466e149292b7a3db961930daad60eb383af8e8c77df37eaabe90c28c1fb0443cfd217502ba79677e8d89b4506c2165417a022c79a08"
        }
      },
      "receipt_sha256": "0244d781ffab138b530ac9bcaf3b59384c37a3947b1388f75382ce1e852a9ea6"
    },
    {
      "storm_id": "268654",
      "lat": 41.2629,
      "lon": -74.3407,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 982.0,
      "ebshear": 52.0,
      "srh01": 93.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 93.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.8704
        },
        {
          "name": "alignment",
          "value": 7.194
        },
        {
          "name": "tau",
          "value": 2.171
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2583
      },
      "coherence_score": 2.17104172706604,
      "coherence_diagnostics": {
        "tau": 2.17104172706604,
        "grad_tau": 0.3932999074459076,
        "torsion": 0.0,
        "alignment": 7.193988800048828,
        "S_field": 0.37122178077697754,
        "Gamma_field": 0.1633898913860321,
        "S_over_Gamma": 2.2719995975494385,
        "Da": 8.982675552368164,
        "E_coh": 0.6112292408943176,
        "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": [
          [
            [
              -74.34,
              41.31
            ],
            [
              -74.31,
              41.31
            ],
            [
              -74.29,
              41.3
            ],
            [
              -74.29,
              41.29
            ],
            [
              -74.31,
              41.27
            ],
            [
              -74.31,
              41.24
            ],
            [
              -74.33,
              41.22
            ],
            [
              -74.35,
              41.21
            ],
            [
              -74.38,
              41.21
            ],
            [
              -74.39,
              41.22
            ],
            [
              -74.39,
              41.24
            ],
            [
              -74.37,
              41.26
            ],
            [
              -74.37,
              41.29
            ],
            [
              -74.34,
              41.31
            ]
          ]
        ]
      },
      "raw_probability": 0.2583,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "1c2180b575c97d3a664ab3db3b00113c8a74272a5ac5b9ef6ba65a322eeb5280",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.2583,
        "probability": 0.002284,
        "confidence_lo": 0.00213,
        "confidence_hi": 0.002284,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0244d781ffab138b530ac9bcaf3b59384c37a3947b1388f75382ce1e852a9ea6",
        "signature": {
          "alg": "ed25519",
          "sig": "5c6a24122afbe14b29ec0466e149292b7a3db961930daad60eb383af8e8c77df37eaabe90c28c1fb0443cfd217502ba79677e8d89b4506c2165417a022c79a08"
        }
      },
      "receipt_sha256": "0244d781ffab138b530ac9bcaf3b59384c37a3947b1388f75382ce1e852a9ea6"
    },
    {
      "storm_id": "268556",
      "lat": 48.8787,
      "lon": -94.5048,
      "motion_east": 8.1,
      "motion_south": -6.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2303.0,
      "ebshear": 34.0,
      "srh01": 78.0,
      "maxllaz": 0.014,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 78.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.9954
        },
        {
          "name": "alignment",
          "value": 3.9471
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.014
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2561
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.4589248299598694,
        "torsion": 0.0,
        "alignment": 3.9470996856689453,
        "S_field": 0.2981453537940979,
        "Gamma_field": 0.24005655944347382,
        "S_over_Gamma": 1.2419795989990234,
        "Da": 12.331819534301758,
        "E_coh": 0.36225587129592896,
        "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": [
          [
            [
              -94.72,
              49.2
            ],
            [
              -94.67,
              49.2
            ],
            [
              -94.65,
              49.19
            ],
            [
              -94.61,
              49.15
            ],
            [
              -94.59,
              49.11
            ],
            [
              -94.59,
              49.08
            ],
            [
              -94.57,
              49.06
            ],
            [
              -94.55,
              49.06
            ],
            [
              -94.54,
              49.07
            ],
            [
              -94.48,
              49.06
            ],
            [
              -94.46,
              49.05
            ],
            [
              -94.39,
              48.98
            ],
            [
              -94.39,
              48.97
            ],
            [
              -94.32,
              48.9
            ],
            [
              -94.31,
              48.88
            ],
            [
              -94.31,
              48.86
            ],
            [
              -94.3,
              48.85
            ],
            [
              -94.3,
              48.79
            ],
            [
              -94.29,
              48.78
            ],
            [
              -94.29,
              48.76
            ],
            [
              -94.27,
              48.72
            ],
            [
              -94.25,
              48.7
            ],
            [
              -94.24,
              48.7
            ],
            [
              -94.19,
              48.64
            ],
            [
              -94.18,
              48.64
            ],
            [
              -94.19,
              48.6
            ],
            [
              -94.23,
              48.6
            ],
            [
              -94.24,
              48.61
            ],
            [
              -94.26,
              48.61
            ],
            [
              -94.3,
              48.65
            ],
            [
              -94.32,
              48.66
            ],
            [
              -94.33,
              48.65
            ],
            [
              -94.34,
              48.66
            ],
            [
              -94.36,
              48.66
            ],
            [
              -94.38,
              48.68
            ],
            [
              -94.4,
              48.68
            ],
            [
              -94.42,
              48.66
            ],
            [
              -94.42,
              48.65
            ],
            [
              -94.45,
              48.65
            ],
            [
              -94.46,
              48.64
            ],
            [
              -94.49,
              48.64
            ],
            [
              -94.5,
              48.63
            ],
            [
              -94.56,
              48.63
            ],
            [
              -94.57,
              48.65
            ],
            [
              -94.56,
              48.66
            ],
            [
              -94.57,
              48.67
            ],
            [
              -94.57,
              48.69
            ],
            [
              -94.56,
              48.7
            ],
            [
              -94.56,
              48.74
            ],
            [
              -94.54,
              48.77
            ],
            [
              -94.5,
              48.78
            ],
            [
              -94.48,
              48.8
            ],
            [
              -94.49,
              48.82
            ],
            [
              -94.59,
              48.92
            ],
            [
              -94.6,
              48.94
            ],
            [
              -94.59,
              48.96
            ],
            [
              -94.6,
              48.98
            ],
            [
              -94.59,
              48.99
            ],
            [
              -94.59,
              49.03
            ],
            [
              -94.61,
              49.05
            ],
            [
              -94.63,
              49.04
            ],
            [
              -94.64,
              49.05
            ],
            [
              -94.65,
              49.04
            ],
            [
              -94.67,
              49.05
            ],
            [
              -94.67,
              49.09
            ],
            [
              -94.71,
              49.12
            ],
            [
              -94.76,
              49.12
            ],
            [
              -94.8,
              49.1
            ],
            [
              -94.84,
              49.1
            ],
            [
              -94.87,
              49.14
            ],
            [
              -94.86,
              49.18
            ],
            [
              -94.82,
              49.18
            ],
            [
              -94.81,
              49.19
            ],
            [
              -94.73,
              49.19
            ],
            [
              -94.72,
              49.2
            ]
          ]
        ]
      },
      "raw_probability": 0.2561,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "3f90dbd7f0395dad0705cdb7f1d9150517193075be140a256cc6323f2c4610ac",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.2561,
        "probability": 0.002227,
        "confidence_lo": 0.00213,
        "confidence_hi": 0.002227,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "53f345ae565d8e340ad29735137b6704ff8c2c9457b308f71488b58c60df6052",
        "signature": {
          "alg": "ed25519",
          "sig": "1223f6aa03b1adbaad6de64f78de4df2bb38499b5d09dbcbc59b0ce11aafd7e0f20dc42d9dcd04a96212752f53ffbf27d6a7d5d18b621dbe6e96a4ebe9432c0d"
        }
      },
      "receipt_sha256": "53f345ae565d8e340ad29735137b6704ff8c2c9457b308f71488b58c60df6052"
    },
    {
      "storm_id": "268225",
      "lat": 34.6433,
      "lon": -74.9117,
      "motion_east": 5.7,
      "motion_south": -4.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2390.0,
      "ebshear": 19.0,
      "srh01": 49.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.3704
        },
        {
          "name": "alignment",
          "value": 3.4667
        },
        {
          "name": "tau",
          "value": 2.9084
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2516
      },
      "coherence_score": 2.9084360599517822,
      "coherence_diagnostics": {
        "tau": 2.9084360599517822,
        "grad_tau": 0.3743000030517578,
        "torsion": 0.0,
        "alignment": 3.466749429702759,
        "S_field": 0.38671988248825073,
        "Gamma_field": 0.2750565707683563,
        "S_over_Gamma": 1.4059648513793945,
        "Da": 17.09526252746582,
        "E_coh": 0.598453164100647,
        "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": [
          [
            [
              -74.86,
              34.73
            ],
            [
              -74.86,
              34.7
            ],
            [
              -74.88,
              34.67
            ],
            [
              -74.88,
              34.62
            ],
            [
              -74.89,
              34.61
            ],
            [
              -74.89,
              34.58
            ],
            [
              -74.9,
              34.56
            ],
            [
              -74.96,
              34.56
            ],
            [
              -74.96,
              34.57
            ],
            [
              -74.98,
              34.58
            ],
            [
              -74.98,
              34.61
            ],
            [
              -74.97,
              34.63
            ],
            [
              -74.93,
              34.67
            ],
            [
              -74.93,
              34.68
            ],
            [
              -74.91,
              34.68
            ],
            [
              -74.89,
              34.7
            ],
            [
              -74.88,
              34.7
            ],
            [
              -74.86,
              34.73
            ]
          ]
        ]
      },
      "raw_probability": 0.2516,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "90da6ba617baa9b4d0ba0d045679f8e02fb810ec0e0ef2f561996164d79f55fb",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.2516,
        "probability": 0.002227,
        "confidence_lo": 0.00213,
        "confidence_hi": 0.002227,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "817a3e28bae27e906613950f9e90c9a43c787e60eb409f11044b1920cd5f293d",
        "signature": {
          "alg": "ed25519",
          "sig": "9439f132ae54731eb73ccf7650c600fe176c1c63e9a0e77214a11cbff557cabdc636021c7166ded0c5d543d5f4f85d3389ca07725b12290bef4a76a5525cbd02"
        }
      },
      "receipt_sha256": "817a3e28bae27e906613950f9e90c9a43c787e60eb409f11044b1920cd5f293d"
    },
    {
      "storm_id": "268643",
      "lat": 28.7373,
      "lon": -83.0409,
      "motion_east": 6.9,
      "motion_south": -3.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1919.0,
      "ebshear": 25.0,
      "srh01": 45.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.7454
        },
        {
          "name": "alignment",
          "value": 1.4919
        },
        {
          "name": "tau",
          "value": 3.1358
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2494
      },
      "coherence_score": 3.1357736587524414,
      "coherence_diagnostics": {
        "tau": 3.1357736587524414,
        "grad_tau": 0.2924831509590149,
        "torsion": 0.0,
        "alignment": 1.4919143915176392,
        "S_field": 0.9607564806938171,
        "Gamma_field": 0.19005656242370605,
        "S_over_Gamma": 5.055108070373535,
        "Da": 11.600038528442383,
        "E_coh": 0.9514448046684265,
        "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": [
          [
            [
              -83.03,
              28.78
            ],
            [
              -83.0,
              28.78
            ],
            [
              -83.0,
              28.74
            ],
            [
              -83.02,
              28.72
            ],
            [
              -83.02,
              28.71
            ],
            [
              -83.04,
              28.7
            ],
            [
              -83.07,
              28.7
            ],
            [
              -83.09,
              28.72
            ],
            [
              -83.08,
              28.74
            ],
            [
              -83.07,
              28.74
            ],
            [
              -83.03,
              28.78
            ]
          ]
        ]
      },
      "raw_probability": 0.2494,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "2c37400a752659deb9ac21aa09adbff165641a879ef6eae2d3febd83ad918697",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.2494,
        "probability": 0.002227,
        "confidence_lo": 0.00213,
        "confidence_hi": 0.002227,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d8e76cc130cdb04c8946b135d06c51b887d2c3ff076b6b278ea01820263f51a3",
        "signature": {
          "alg": "ed25519",
          "sig": "4d2707b7101452c094ae34ca6ff3fc45951ae9170f5476d1c5905a36f4c70013d6387bfe7bdebfa7e838add937fc7b67a057dd6513f7c521cddb7e337001c20f"
        }
      },
      "receipt_sha256": "d8e76cc130cdb04c8946b135d06c51b887d2c3ff076b6b278ea01820263f51a3"
    },
    {
      "storm_id": "268661",
      "lat": 32.36,
      "lon": -79.079,
      "motion_east": 4.4,
      "motion_south": -1.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2507.0,
      "ebshear": 17.0,
      "srh01": 36.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.2454
        },
        {
          "name": "alignment",
          "value": -1.4729
        },
        {
          "name": "tau",
          "value": 2.502
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2473
      },
      "coherence_score": 2.502009391784668,
      "coherence_diagnostics": {
        "tau": 2.502009391784668,
        "grad_tau": 0.3791581392288208,
        "torsion": 0.0,
        "alignment": -1.472930669784546,
        "S_field": 0.6299394965171814,
        "Gamma_field": 0.1633898913860321,
        "S_over_Gamma": 3.8554372787475586,
        "Da": 9.918645858764648,
        "E_coh": 0.686061680316925,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.11,
              32.39
            ],
            [
              -79.04,
              32.39
            ],
            [
              -79.03,
              32.38
            ],
            [
              -79.03,
              32.33
            ],
            [
              -79.04,
              32.32
            ],
            [
              -79.09,
              32.32
            ],
            [
              -79.11,
              32.33
            ],
            [
              -79.11,
              32.37
            ],
            [
              -79.12,
              32.38
            ],
            [
              -79.11,
              32.39
            ]
          ]
        ]
      },
      "raw_probability": 0.2473,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "aaea52a67525848c8df6ab7890c2acd433e89e97b33ba605b2704e2f7d102f56",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.2473,
        "probability": 0.002227,
        "confidence_lo": 0.00213,
        "confidence_hi": 0.002227,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9e0a5ee2ab3118d66653ccd4d3212421f297e9fb2ec47990b78c0274bf58c0d5",
        "signature": {
          "alg": "ed25519",
          "sig": "31b0037f392696c498261c17c165cd8cb1de194bd31b3e5869a3961e1c108f6b5b104f8930e7cb6c666ccfb2780b0865f5540aa849a1329ccb60728b5f02e907"
        }
      },
      "receipt_sha256": "9e0a5ee2ab3118d66653ccd4d3212421f297e9fb2ec47990b78c0274bf58c0d5"
    },
    {
      "storm_id": "267148",
      "lat": 32.1618,
      "lon": -79.9888,
      "motion_east": 4.0,
      "motion_south": -2.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1699.0,
      "ebshear": 23.0,
      "srh01": 69.0,
      "maxllaz": 0.002,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 69.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.7454
        },
        {
          "name": "alignment",
          "value": 0.7436
        },
        {
          "name": "tau",
          "value": 2.4941
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2425
      },
      "coherence_score": 2.494124174118042,
      "coherence_diagnostics": {
        "tau": 2.494124174118042,
        "grad_tau": 0.45573946833610535,
        "torsion": 0.0,
        "alignment": 0.7435624599456787,
        "S_field": 0.5731562376022339,
        "Gamma_field": 0.15755656361579895,
        "S_over_Gamma": 3.6377806663513184,
        "Da": 9.487068176269531,
        "E_coh": 0.7343041300773621,
        "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": 6,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.94,
              32.24
            ],
            [
              -79.89,
              32.24
            ],
            [
              -79.87,
              32.22
            ],
            [
              -79.87,
              32.17
            ],
            [
              -79.98,
              32.09
            ],
            [
              -80.01,
              32.09
            ],
            [
              -80.02,
              32.08
            ],
            [
              -80.03,
              32.09
            ],
            [
              -80.06,
              32.09
            ],
            [
              -80.07,
              32.11
            ],
            [
              -80.07,
              32.14
            ],
            [
              -80.06,
              32.16
            ],
            [
              -80.03,
              32.17
            ],
            [
              -80.0,
              32.2
            ],
            [
              -79.99,
              32.2
            ],
            [
              -79.98,
              32.22
            ],
            [
              -79.94,
              32.24
            ]
          ]
        ]
      },
      "raw_probability": 0.2425,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "bb144e07c406041fa1939d52abbac1e4dedff74aee0994f599d5bb17ba67c8ba",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.2425,
        "probability": 0.002227,
        "confidence_lo": 0.00213,
        "confidence_hi": 0.002227,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b4ce8b559018dba3f20bbe65501b03632543247f2ad4f6402ea0f5ce244e8a2e",
        "signature": {
          "alg": "ed25519",
          "sig": "6e4273125da1655360c2d0ddefcb4c49e8d522a93625f1efae6b20cc07c95426b3089408ffce9feadfe671554a10095938c587e3c922130c846a0ecb5e0c8a0e"
        }
      },
      "receipt_sha256": "b4ce8b559018dba3f20bbe65501b03632543247f2ad4f6402ea0f5ce244e8a2e"
    },
    {
      "storm_id": "268100",
      "lat": 32.8025,
      "lon": -78.4369,
      "motion_east": 4.3,
      "motion_south": -3.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2069.0,
      "ebshear": 21.0,
      "srh01": 52.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 52.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.7454
        },
        {
          "name": "alignment",
          "value": -1.4376
        },
        {
          "name": "tau",
          "value": 2.6702
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2417
      },
      "coherence_score": 2.6702449321746826,
      "coherence_diagnostics": {
        "tau": 2.6702449321746826,
        "grad_tau": 0.3014006018638611,
        "torsion": 0.0,
        "alignment": -1.4375755786895752,
        "S_field": 0.4452956020832062,
        "Gamma_field": 0.18505655229091644,
        "S_over_Gamma": 2.4062676429748535,
        "Da": 11.256306648254395,
        "E_coh": 0.7116517424583435,
        "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": [
          [
            [
              -78.45,
              32.88
            ],
            [
              -78.39,
              32.88
            ],
            [
              -78.37,
              32.86
            ],
            [
              -78.34,
              32.85
            ],
            [
              -78.33,
              32.84
            ],
            [
              -78.33,
              32.79
            ],
            [
              -78.37,
              32.77
            ],
            [
              -78.4,
              32.77
            ],
            [
              -78.45,
              32.73
            ],
            [
              -78.49,
              32.71
            ],
            [
              -78.53,
              32.71
            ],
            [
              -78.55,
              32.73
            ],
            [
              -78.55,
              32.77
            ],
            [
              -78.5,
              32.82
            ],
            [
              -78.49,
              32.85
            ],
            [
              -78.45,
              32.88
            ]
          ]
        ]
      },
      "raw_probability": 0.2417,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "d5b0f444c3f27e10e65dcec8adb94dab562fe92917cc8aa41bf87465170ba709",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.2417,
        "probability": 0.002227,
        "confidence_lo": 0.00213,
        "confidence_hi": 0.002227,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b66bce378d2a725bfae2bdab41d2e418a6434a09ca738662ec5114417e513ecc",
        "signature": {
          "alg": "ed25519",
          "sig": "697a7e3e6123b99138f9db3c034e586246003d325a4c7ea1d6c0ecae32ccb0940b7c582e1dbb63ca26cf1485f64f77442a2cfd50f75070ff3055fe48aed9fc03"
        }
      },
      "receipt_sha256": "b66bce378d2a725bfae2bdab41d2e418a6434a09ca738662ec5114417e513ecc"
    },
    {
      "storm_id": "268641",
      "lat": 32.7356,
      "lon": -78.14,
      "motion_east": 4.3,
      "motion_south": -3.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1821.0,
      "ebshear": 23.0,
      "srh01": 40.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.7454
        },
        {
          "name": "alignment",
          "value": -1.4376
        },
        {
          "name": "tau",
          "value": 2.6702
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2407
      },
      "coherence_score": 2.6702449321746826,
      "coherence_diagnostics": {
        "tau": 2.6702449321746826,
        "grad_tau": 0.3014006018638611,
        "torsion": 0.0,
        "alignment": -1.4375755786895752,
        "S_field": 0.4452956020832062,
        "Gamma_field": 0.18505655229091644,
        "S_over_Gamma": 2.4062676429748535,
        "Da": 11.256306648254395,
        "E_coh": 0.7116517424583435,
        "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": [
          [
            [
              -78.17,
              32.77
            ],
            [
              -78.12,
              32.76
            ],
            [
              -78.1,
              32.74
            ],
            [
              -78.1,
              32.7
            ],
            [
              -78.09,
              32.69
            ],
            [
              -78.15,
              32.69
            ],
            [
              -78.18,
              32.74
            ],
            [
              -78.18,
              32.76
            ],
            [
              -78.17,
              32.77
            ]
          ]
        ]
      },
      "raw_probability": 0.2407,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "fdcc81749feebcc5d20ea2ad2e4ce6b95d852dd6426070e0aa8ad81e28982d63",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.2407,
        "probability": 0.002227,
        "confidence_lo": 0.00213,
        "confidence_hi": 0.002227,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "273699fa9908938368e2a013b53dd5c97830ea0cb25f8f7cf086c1284a0f827f",
        "signature": {
          "alg": "ed25519",
          "sig": "f252e1c9fe472f6cb62c309468ef4faa081674367bbe0ef67776759cdd75ee5ba6a4d22448a7295c26c382e827b7af61594c1e9d9ab820de16c0c39e66a04a02"
        }
      },
      "receipt_sha256": "273699fa9908938368e2a013b53dd5c97830ea0cb25f8f7cf086c1284a0f827f"
    },
    {
      "storm_id": "268470",
      "lat": 32.2538,
      "lon": -79.6577,
      "motion_east": 4.0,
      "motion_south": -1.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1578.0,
      "ebshear": 15.0,
      "srh01": 49.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.2454
        },
        {
          "name": "alignment",
          "value": -1.4729
        },
        {
          "name": "tau",
          "value": 2.502
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2399
      },
      "coherence_score": 2.502009391784668,
      "coherence_diagnostics": {
        "tau": 2.502009391784668,
        "grad_tau": 0.3791581392288208,
        "torsion": 0.0,
        "alignment": -1.472930669784546,
        "S_field": 0.6299394965171814,
        "Gamma_field": 0.1633898913860321,
        "S_over_Gamma": 3.8554372787475586,
        "Da": 9.918645858764648,
        "E_coh": 0.686061680316925,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.64,
              32.31
            ],
            [
              -79.6,
              32.29
            ],
            [
              -79.6,
              32.24
            ],
            [
              -79.63,
              32.21
            ],
            [
              -79.64,
              32.22
            ],
            [
              -79.67,
              32.22
            ],
            [
              -79.69,
              32.2
            ],
            [
              -79.69,
              32.21
            ],
            [
              -79.71,
              32.23
            ],
            [
              -79.71,
              32.26
            ],
            [
              -79.68,
              32.3
            ],
            [
              -79.65,
              32.3
            ],
            [
              -79.64,
              32.31
            ]
          ]
        ]
      },
      "raw_probability": 0.2399,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "596e6f9ef83d254a8d1fb930e6b9c1da675a5a92b9fd5e70a237fa8b94d7c014",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.2399,
        "probability": 0.002227,
        "confidence_lo": 0.00213,
        "confidence_hi": 0.002227,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fdd1fe202a40ca72805deec338d6d0dffc8f8a7894386d9c0205ae5b864d55bd",
        "signature": {
          "alg": "ed25519",
          "sig": "cc6c26e31ad4ce186a8cd51efb092a3da8f3e28812f61f82f4c8d6f13ee86acb965a31f92fad26621b08eb5cd1b202f53763e7cfe9d104de92a17c424ec4d709"
        }
      },
      "receipt_sha256": "fdd1fe202a40ca72805deec338d6d0dffc8f8a7894386d9c0205ae5b864d55bd"
    },
    {
      "storm_id": "268642",
      "lat": 32.1671,
      "lon": -78.5357,
      "motion_east": 3.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1933.0,
      "ebshear": 14.0,
      "srh01": 62.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 62.0
        },
        {
          "name": "hrrr_pwat",
          "value": 59.8704
        },
        {
          "name": "alignment",
          "value": -2.4993
        },
        {
          "name": "tau",
          "value": 2.8775
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2289
      },
      "coherence_score": 2.877509117126465,
      "coherence_diagnostics": {
        "tau": 2.877509117126465,
        "grad_tau": 0.19707466661930084,
        "torsion": 0.0,
        "alignment": -2.49930477142334,
        "S_field": 0.5335186719894409,
        "Gamma_field": 0.1517232209444046,
        "S_over_Gamma": 3.5163943767547607,
        "Da": 9.38148307800293,
        "E_coh": 0.7049080729484558,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.54,
              32.2
            ],
            [
              -78.5,
              32.19
            ],
            [
              -78.5,
              32.14
            ],
            [
              -78.53,
              32.12
            ],
            [
              -78.57,
              32.14
            ],
            [
              -78.57,
              32.18
            ],
            [
              -78.54,
              32.2
            ]
          ]
        ]
      },
      "raw_probability": 0.2289,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "28101c30e95d278ddc087ba4f3285d6d8cfe75684767ddb1362067ff27d5bc6a",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.2289,
        "probability": 0.002226,
        "confidence_lo": 0.001904,
        "confidence_hi": 0.002227,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0cd5130c3215d5bb1b9c2b4606eea7f27becb8cb3e35d3aadc274d5a3fff0878",
        "signature": {
          "alg": "ed25519",
          "sig": "8955bfc416f0bf5a3fa09a6ee2231fcc793bc94c18a1ca476386832c87923920eb174c9e23c620373b81ce39deac10a7aca6c359af2323c94fd3955000890c09"
        }
      },
      "receipt_sha256": "0cd5130c3215d5bb1b9c2b4606eea7f27becb8cb3e35d3aadc274d5a3fff0878"
    },
    {
      "storm_id": "268529",
      "lat": 37.223,
      "lon": -73.423,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2183.0,
      "ebshear": 16.0,
      "srh01": 62.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 62.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.1204
        },
        {
          "name": "alignment",
          "value": 1.3508
        },
        {
          "name": "tau",
          "value": 2.8185
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2236
      },
      "coherence_score": 2.8185226917266846,
      "coherence_diagnostics": {
        "tau": 2.8185226917266846,
        "grad_tau": 0.382228821516037,
        "torsion": 0.0,
        "alignment": 1.35081148147583,
        "S_field": 0.5184338092803955,
        "Gamma_field": 0.1700565665960312,
        "S_over_Gamma": 3.048596143722534,
        "Da": 10.028264999389648,
        "E_coh": 0.5649273991584778,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -73.44,
              37.26
            ],
            [
              -73.39,
              37.26
            ],
            [
              -73.38,
              37.25
            ],
            [
              -73.38,
              37.2
            ],
            [
              -73.4,
              37.18
            ],
            [
              -73.43,
              37.18
            ],
            [
              -73.45,
              37.19
            ],
            [
              -73.46,
              37.21
            ],
            [
              -73.46,
              37.24
            ],
            [
              -73.44,
              37.26
            ]
          ]
        ]
      },
      "raw_probability": 0.2236,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "dd8f7f0dcf8a30c8fb8ee244a71952c7ab179f2b203551be576d7cb2eb48608c",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.2236,
        "probability": 0.001932,
        "confidence_lo": 0.001904,
        "confidence_hi": 0.001932,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "01eb048b3ed173e22058acbe232130981f0adda6aa7f364c27a5ee5e14ef94c0",
        "signature": {
          "alg": "ed25519",
          "sig": "5ae2ddf2712f55c4061e07513944f31510acf7ddad1af0ec88e7c16381bb1cf359e4a79e2e2c594640209df49741d43d5a4acaa62787dc1cf783acd71820990b"
        }
      },
      "receipt_sha256": "01eb048b3ed173e22058acbe232130981f0adda6aa7f364c27a5ee5e14ef94c0"
    },
    {
      "storm_id": "268660",
      "lat": 34.529,
      "lon": -75.048,
      "motion_east": 7.0,
      "motion_south": -8.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2587.0,
      "ebshear": 17.0,
      "srh01": 48.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 48.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.3704
        },
        {
          "name": "alignment",
          "value": 3.4667
        },
        {
          "name": "tau",
          "value": 2.9084
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2194
      },
      "coherence_score": 2.9084360599517822,
      "coherence_diagnostics": {
        "tau": 2.9084360599517822,
        "grad_tau": 0.3743000030517578,
        "torsion": 0.0,
        "alignment": 3.466749429702759,
        "S_field": 0.38671988248825073,
        "Gamma_field": 0.2750565707683563,
        "S_over_Gamma": 1.4059648513793945,
        "Da": 17.09526252746582,
        "E_coh": 0.598453164100647,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.07,
              34.61
            ],
            [
              -75.02,
              34.6
            ],
            [
              -75.0,
              34.56
            ],
            [
              -75.01,
              34.54
            ],
            [
              -75.01,
              34.47
            ],
            [
              -75.04,
              34.43
            ],
            [
              -75.08,
              34.43
            ],
            [
              -75.09,
              34.44
            ],
            [
              -75.09,
              34.6
            ],
            [
              -75.07,
              34.61
            ]
          ]
        ]
      },
      "raw_probability": 0.2194,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "19963f601636cae26bb37644920170a1cf2b04ea9da302cdd807eb24c382d2ab",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.2194,
        "probability": 0.001932,
        "confidence_lo": 0.001904,
        "confidence_hi": 0.001932,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b7ec329e8a68cce4aa6bb636fcc3dd01016811785d104264d5580838e3d9c11a",
        "signature": {
          "alg": "ed25519",
          "sig": "7f489055d43e4df021e8363b8320a0f4cfc3d2ec6b42faeb9703b0297b02637f0030aa6adb6e4102b1e9b1415d3399968307de790a83f897b3b90d27b3a9960d"
        }
      },
      "receipt_sha256": "b7ec329e8a68cce4aa6bb636fcc3dd01016811785d104264d5580838e3d9c11a"
    },
    {
      "storm_id": "268656",
      "lat": 39.399,
      "lon": -71.927,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1524.0,
      "ebshear": 14.0,
      "srh01": 153.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 153.0
        },
        {
          "name": "hrrr_pwat",
          "value": 62.1204
        },
        {
          "name": "alignment",
          "value": 0.9589
        },
        {
          "name": "tau",
          "value": 3.0446
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1861
      },
      "coherence_score": 3.0445809364318848,
      "coherence_diagnostics": {
        "tau": 3.0445809364318848,
        "grad_tau": 0.2394278347492218,
        "torsion": 0.0,
        "alignment": 0.9589252471923828,
        "S_field": 0.7734599113464355,
        "Gamma_field": 0.21005655825138092,
        "S_over_Gamma": 3.6821508407592773,
        "Da": 12.001168251037598,
        "E_coh": 0.7993789911270142,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -71.95,
              39.44
            ],
            [
              -71.9,
              39.43
            ],
            [
              -71.87,
              39.39
            ],
            [
              -71.88,
              39.37
            ],
            [
              -71.9,
              39.36
            ],
            [
              -71.95,
              39.36
            ],
            [
              -71.96,
              39.37
            ],
            [
              -71.96,
              39.41
            ],
            [
              -71.95,
              39.42
            ],
            [
              -71.95,
              39.44
            ]
          ]
        ]
      },
      "raw_probability": 0.1861,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "b1ddddb66bd7425aecbd063eac23ea028acd239adfa8346e109a0e6fb56addcb",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.1861,
        "probability": 0.001932,
        "confidence_lo": 0.001904,
        "confidence_hi": 0.001932,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5a0e060eba147d9e51e51393942dbe3573971611aa5c8c44d17649905829d905",
        "signature": {
          "alg": "ed25519",
          "sig": "c62df0b49a061d861d9e3c2ef04a7bbd037c41ca02fe17b26dfa8a13136e2fd5779de683def031e2d7b3d0aa23920f764542f1fc0dbe90ce91f0a222490d1c05"
        }
      },
      "receipt_sha256": "5a0e060eba147d9e51e51393942dbe3573971611aa5c8c44d17649905829d905"
    },
    {
      "storm_id": "268613",
      "lat": 32.0112,
      "lon": -78.5037,
      "motion_east": 4.1,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2155.0,
      "ebshear": 20.0,
      "srh01": 53.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 59.8704
        },
        {
          "name": "alignment",
          "value": -2.4993
        },
        {
          "name": "tau",
          "value": 2.8775
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1801
      },
      "coherence_score": 2.877509117126465,
      "coherence_diagnostics": {
        "tau": 2.877509117126465,
        "grad_tau": 0.19707466661930084,
        "torsion": 0.0,
        "alignment": -2.49930477142334,
        "S_field": 0.5335186719894409,
        "Gamma_field": 0.1517232209444046,
        "S_over_Gamma": 3.5163943767547607,
        "Da": 9.38148307800293,
        "E_coh": 0.7049080729484558,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.51,
              32.05
            ],
            [
              -78.46,
              32.05
            ],
            [
              -78.46,
              31.99
            ],
            [
              -78.49,
              31.97
            ],
            [
              -78.52,
              31.97
            ],
            [
              -78.54,
              31.99
            ],
            [
              -78.54,
              32.02
            ],
            [
              -78.51,
              32.05
            ]
          ]
        ]
      },
      "raw_probability": 0.1801,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "71b4b897c3a4d01cea028cb8d17ebb449ddd245954335b760217844b73d80584",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.1801,
        "probability": 0.001932,
        "confidence_lo": 0.001904,
        "confidence_hi": 0.001932,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5ea3b903d93b6de0d6b9f2a7f0fc85a4cebfabb29e4041fd299353f89eb10d17",
        "signature": {
          "alg": "ed25519",
          "sig": "cb8485092c5ab813db8c217d5e17dd3c5d841b122c4d6d26a33fb0e64f3893d5e4a64e73dede364cd11a463a6ad815a9cbcd512ec47896c9ba5004edbaad0006"
        }
      },
      "receipt_sha256": "5ea3b903d93b6de0d6b9f2a7f0fc85a4cebfabb29e4041fd299353f89eb10d17"
    },
    {
      "storm_id": "268367",
      "lat": 39.5282,
      "lon": -71.9864,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1618.0,
      "ebshear": 15.0,
      "srh01": 141.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 141.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.3704
        },
        {
          "name": "alignment",
          "value": -0.652
        },
        {
          "name": "tau",
          "value": 2.9498
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1791
      },
      "coherence_score": 2.949817419052124,
      "coherence_diagnostics": {
        "tau": 2.949817419052124,
        "grad_tau": 0.20157024264335632,
        "torsion": 0.0,
        "alignment": -0.652000904083252,
        "S_field": 0.5847951769828796,
        "Gamma_field": 0.20672322809696198,
        "S_over_Gamma": 2.8288798332214355,
        "Da": 11.398048400878906,
        "E_coh": 0.7528843283653259,
        "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": [
          [
            [
              -71.99,
              39.58
            ],
            [
              -71.98,
              39.58
            ],
            [
              -71.98,
              39.56
            ],
            [
              -71.95,
              39.54
            ],
            [
              -71.96,
              39.52
            ],
            [
              -71.96,
              39.46
            ],
            [
              -71.97,
              39.47
            ],
            [
              -72.01,
              39.47
            ],
            [
              -72.03,
              39.51
            ],
            [
              -72.03,
              39.54
            ],
            [
              -71.99,
              39.58
            ]
          ]
        ]
      },
      "raw_probability": 0.1791,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "4d3a7712fa2f0f7d25602d3593305428cd9576118272923118741bec6dff3da8",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.1791,
        "probability": 0.001932,
        "confidence_lo": 0.001904,
        "confidence_hi": 0.001932,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7343d225b259e8bdd5b59385ab3e4fb75c46195a2dccca7408368e4c54da3db7",
        "signature": {
          "alg": "ed25519",
          "sig": "14dccd0a16671918a294246044ad133136d0b81cbf6d80472e5b8b5a2712bfdf3627ffc92cffd309b89376c7081f09e8e5d74fbec94b6d8a4fa52ebb26452d0f"
        }
      },
      "receipt_sha256": "7343d225b259e8bdd5b59385ab3e4fb75c46195a2dccca7408368e4c54da3db7"
    },
    {
      "storm_id": "267481",
      "lat": 34.274,
      "lon": -75.321,
      "motion_east": 7.4,
      "motion_south": -9.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2612.0,
      "ebshear": 18.0,
      "srh01": 32.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 60.6204
        },
        {
          "name": "alignment",
          "value": -0.2715
        },
        {
          "name": "tau",
          "value": 2.9068
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1784
      },
      "coherence_score": 2.9068315029144287,
      "coherence_diagnostics": {
        "tau": 2.9068315029144287,
        "grad_tau": 0.3226437568664551,
        "torsion": 0.0,
        "alignment": -0.27152538299560547,
        "S_field": 0.4971751868724823,
        "Gamma_field": 0.16422322392463684,
        "S_over_Gamma": 3.027435302734375,
        "Da": 9.70849609375,
        "E_coh": 0.8641520142555237,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.32,
              34.39
            ],
            [
              -75.22,
              34.39
            ],
            [
              -75.2,
              34.36
            ],
            [
              -75.21,
              34.35
            ],
            [
              -75.21,
              34.32
            ],
            [
              -75.22,
              34.32
            ],
            [
              -75.31,
              34.24
            ],
            [
              -75.31,
              34.22
            ],
            [
              -75.33,
              34.18
            ],
            [
              -75.33,
              34.13
            ],
            [
              -75.34,
              34.11
            ],
            [
              -75.38,
              34.16
            ],
            [
              -75.41,
              34.16
            ],
            [
              -75.42,
              34.17
            ],
            [
              -75.42,
              34.23
            ],
            [
              -75.4,
              34.26
            ],
            [
              -75.39,
              34.34
            ],
            [
              -75.35,
              34.38
            ],
            [
              -75.33,
              34.38
            ],
            [
              -75.32,
              34.39
            ]
          ]
        ]
      },
      "raw_probability": 0.1784,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "e0b5b930968bed4f965f851331f32a2c6cb475e9cb6b7db462208a6a8d0e5a99",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.1784,
        "probability": 0.001932,
        "confidence_lo": 0.001904,
        "confidence_hi": 0.001932,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "67f4d742697fb8713e90e292a9f06238d7364d3fd1edfd7e83a1e94afde30fdc",
        "signature": {
          "alg": "ed25519",
          "sig": "079287170d23ddad079541696b14bf79d42a33487accc232c2b060aaa27a4bafd8dbc85ae4c121299e9b96c7cdcee7f703718f192c83921aa308963860a5070a"
        }
      },
      "receipt_sha256": "67f4d742697fb8713e90e292a9f06238d7364d3fd1edfd7e83a1e94afde30fdc"
    },
    {
      "storm_id": "267537",
      "lat": 48.5362,
      "lon": -95.6024,
      "motion_east": 13.1,
      "motion_south": -11.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1782.0,
      "ebshear": 38.0,
      "srh01": 41.0,
      "maxllaz": 0.005,
      "mesh": 0.2,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.6204
        },
        {
          "name": "alignment",
          "value": 7.2037
        },
        {
          "name": "tau",
          "value": 0.5008
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1687
      },
      "coherence_score": 0.500832200050354,
      "coherence_diagnostics": {
        "tau": 0.500832200050354,
        "grad_tau": 0.39681702852249146,
        "torsion": 0.0,
        "alignment": 7.2037353515625,
        "S_field": 0.43296539783477783,
        "Gamma_field": 0.27922323346138,
        "S_over_Gamma": 1.550606608390808,
        "Da": 14.211490631103516,
        "E_coh": 0.4760282337665558,
        "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": [
          [
            [
              -95.69,
              48.64
            ],
            [
              -95.62,
              48.63
            ],
            [
              -95.55,
              48.59
            ],
            [
              -95.52,
              48.56
            ],
            [
              -95.52,
              48.55
            ],
            [
              -95.49,
              48.51
            ],
            [
              -95.49,
              48.45
            ],
            [
              -95.5,
              48.45
            ],
            [
              -95.52,
              48.43
            ],
            [
              -95.53,
              48.44
            ],
            [
              -95.54,
              48.43
            ],
            [
              -95.57,
              48.45
            ],
            [
              -95.6,
              48.51
            ],
            [
              -95.64,
              48.53
            ],
            [
              -95.66,
              48.53
            ],
            [
              -95.68,
              48.55
            ],
            [
              -95.69,
              48.55
            ],
            [
              -95.72,
              48.58
            ],
            [
              -95.72,
              48.62
            ],
            [
              -95.71,
              48.62
            ],
            [
              -95.69,
              48.64
            ]
          ]
        ]
      },
      "raw_probability": 0.1687,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "6e39580b20c8a29527a9915ec2fe3fd2a88d93f2eaf2c459026f80ed0ab8e422",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.1687,
        "probability": 0.001932,
        "confidence_lo": 0.001904,
        "confidence_hi": 0.001932,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f8c4a051f68907ae372681a6a036036b1db7e024dd8e236a79cbb82c09326845",
        "signature": {
          "alg": "ed25519",
          "sig": "e042515ab583e2ef57871e48ecf1458dfbbe540c1fbd88dac2a2c0546545ff0ff173b4cfd25256b68f39584096a677e5164e95f2d601dea742de4a703999ea07"
        }
      },
      "receipt_sha256": "f8c4a051f68907ae372681a6a036036b1db7e024dd8e236a79cbb82c09326845"
    },
    {
      "storm_id": "268597",
      "lat": 34.1512,
      "lon": -74.4431,
      "motion_east": 7.2,
      "motion_south": -9.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2842.0,
      "ebshear": 17.0,
      "srh01": 35.0,
      "maxllaz": 0.001,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 60.6204
        },
        {
          "name": "alignment",
          "value": 6.2859
        },
        {
          "name": "tau",
          "value": 3.1177
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1686
      },
      "coherence_score": 3.1176564693450928,
      "coherence_diagnostics": {
        "tau": 3.1176564693450928,
        "grad_tau": 0.30668556690216064,
        "torsion": 0.0,
        "alignment": 6.285877227783203,
        "S_field": 0.6227936744689941,
        "Gamma_field": 0.21838989853858948,
        "S_over_Gamma": 2.8517513275146484,
        "Da": 13.889124870300293,
        "E_coh": 0.8481588363647461,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.45,
              34.26
            ],
            [
              -74.4,
              34.26
            ],
            [
              -74.39,
              34.25
            ],
            [
              -74.38,
              34.19
            ],
            [
              -74.39,
              34.18
            ],
            [
              -74.39,
              34.16
            ],
            [
              -74.41,
              34.12
            ],
            [
              -74.44,
              34.09
            ],
            [
              -74.45,
              34.05
            ],
            [
              -74.47,
              34.03
            ],
            [
              -74.51,
              34.03
            ],
            [
              -74.52,
              34.04
            ],
            [
              -74.52,
              34.09
            ],
            [
              -74.46,
              34.17
            ],
            [
              -74.46,
              34.24
            ],
            [
              -74.45,
              34.26
            ]
          ]
        ]
      },
      "raw_probability": 0.1686,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "9d672e93b0ea20fd9d886088b6ed7bd579005369de3c3b8a9a53c1b50646aa7d",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.1686,
        "probability": 0.001932,
        "confidence_lo": 0.001904,
        "confidence_hi": 0.001932,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "996c8c0e9fed6fd107f7338a1d0f0de979897b5092df26b1720ae9c26cfbdd80",
        "signature": {
          "alg": "ed25519",
          "sig": "56993fed74a6dc641c3fc07688b52a21f7d2b912f24b98e1533c9745ff2fe963812b408aa9efc1aa6c7ec478b5eb4c9d34dca7d208cd66904792173a773f8200"
        }
      },
      "receipt_sha256": "996c8c0e9fed6fd107f7338a1d0f0de979897b5092df26b1720ae9c26cfbdd80"
    },
    {
      "storm_id": "268649",
      "lat": 48.1808,
      "lon": -96.8583,
      "motion_east": 10.5,
      "motion_south": -7.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1567.0,
      "ebshear": 48.0,
      "srh01": 47.0,
      "maxllaz": 0.003,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 47.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.6204
        },
        {
          "name": "alignment",
          "value": -0.0782
        },
        {
          "name": "tau",
          "value": 0.4963
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1652
      },
      "coherence_score": 0.49626559019088745,
      "coherence_diagnostics": {
        "tau": 0.49626559019088745,
        "grad_tau": 0.43609192967414856,
        "torsion": 0.0,
        "alignment": -0.07815045118331909,
        "S_field": 0.21221645176410675,
        "Gamma_field": 0.21005655825138092,
        "S_over_Gamma": 1.0102823972702026,
        "Da": 10.720104217529297,
        "E_coh": 0.4231184124946594,
        "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": [
          [
            [
              -96.89,
              48.22
            ],
            [
              -96.81,
              48.22
            ],
            [
              -96.79,
              48.2
            ],
            [
              -96.79,
              48.17
            ],
            [
              -96.8,
              48.15
            ],
            [
              -96.83,
              48.15
            ],
            [
              -96.84,
              48.14
            ],
            [
              -96.91,
              48.14
            ],
            [
              -96.92,
              48.16
            ],
            [
              -96.92,
              48.19
            ],
            [
              -96.91,
              48.21
            ],
            [
              -96.89,
              48.22
            ]
          ]
        ]
      },
      "raw_probability": 0.1652,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "2aacb5dd38c6c63f754ae49402e1bc57c1085f29570ceb1cba49fb621ba9f1aa",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.1652,
        "probability": 0.001932,
        "confidence_lo": 0.001904,
        "confidence_hi": 0.001932,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6be9b5f7946be167653a4f275b7ce154de335e7e8082f41873a99a52fca720d8",
        "signature": {
          "alg": "ed25519",
          "sig": "8fe4267948da33ed103cd782133d856d5aa103820db5c98f4b4a0cdebc40aea833821658abb2e4563ebc3275279c4212a486942aba839a5ddd2b4cef0abbfe0b"
        }
      },
      "receipt_sha256": "6be9b5f7946be167653a4f275b7ce154de335e7e8082f41873a99a52fca720d8"
    },
    {
      "storm_id": "268564",
      "lat": 45.0337,
      "lon": -75.13,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 265.0,
      "ebshear": 36.0,
      "srh01": 48.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 48.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.3704
        },
        {
          "name": "alignment",
          "value": -4.7144
        },
        {
          "name": "tau",
          "value": 1.6713
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1623
      },
      "coherence_score": 1.671294927597046,
      "coherence_diagnostics": {
        "tau": 1.671294927597046,
        "grad_tau": 0.1968168169260025,
        "torsion": 0.0,
        "alignment": -4.7144036293029785,
        "S_field": 0.39231395721435547,
        "Gamma_field": 0.302556574344635,
        "S_over_Gamma": 1.2966631650924683,
        "Da": 17.651519775390625,
        "E_coh": 0.13291963934898376,
        "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,
              45.08
            ],
            [
              -75.09,
              45.05
            ],
            [
              -75.09,
              45.0
            ],
            [
              -75.1,
              44.99
            ],
            [
              -75.15,
              44.99
            ],
            [
              -75.18,
              45.02
            ],
            [
              -75.17,
              45.06
            ],
            [
              -75.13,
              45.08
            ]
          ]
        ]
      },
      "raw_probability": 0.1623,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "c1a522f42b6385c03a9813371c824cfdc9c95ca08f5f070d8b487a09f296d871",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.1623,
        "probability": 0.001932,
        "confidence_lo": 0.001904,
        "confidence_hi": 0.001932,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6ce9043896bfda77df2d8065c40213295017ad1a0e332bc7ffb337662244b7f4",
        "signature": {
          "alg": "ed25519",
          "sig": "19845fb0ab5652bda63a4b7980a990a118ffa6f02fd3c40449ea02d09457f9eac8eb540537b0d8ae6d05f67e01d6cff2642ad44fa05b2a54ddbe76bd09122002"
        }
      },
      "receipt_sha256": "6ce9043896bfda77df2d8065c40213295017ad1a0e332bc7ffb337662244b7f4"
    },
    {
      "storm_id": "267858",
      "lat": 47.3875,
      "lon": -98.0017,
      "motion_east": 6.7,
      "motion_south": -2.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1963.0,
      "ebshear": 39.0,
      "srh01": 145.0,
      "maxllaz": 0.007,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 145.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.1204
        },
        {
          "name": "alignment",
          "value": 0.7226
        },
        {
          "name": "tau",
          "value": 0.8873
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1621
      },
      "coherence_score": 0.8873405456542969,
      "coherence_diagnostics": {
        "tau": 0.8873405456542969,
        "grad_tau": 0.30685943365097046,
        "torsion": 0.0,
        "alignment": 0.7225736379623413,
        "S_field": 0.3767542243003845,
        "Gamma_field": 0.25672322511672974,
        "S_over_Gamma": 1.4675501585006714,
        "Da": 13.387333869934082,
        "E_coh": 0.3359769284725189,
        "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": [
          [
            [
              -97.96,
              47.46
            ],
            [
              -97.93,
              47.46
            ],
            [
              -97.91,
              47.44
            ],
            [
              -97.92,
              47.38
            ],
            [
              -98.04,
              47.29
            ],
            [
              -98.08,
              47.28
            ],
            [
              -98.1,
              47.3
            ],
            [
              -98.08,
              47.33
            ],
            [
              -98.08,
              47.35
            ],
            [
              -97.99,
              47.45
            ],
            [
              -97.97,
              47.45
            ],
            [
              -97.96,
              47.46
            ]
          ]
        ]
      },
      "raw_probability": 0.1621,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "9647cd8bf4b3c3ba271f98f9a0e687341640200bd20566fc574e500a306a45b3",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.1621,
        "probability": 0.001932,
        "confidence_lo": 0.001904,
        "confidence_hi": 0.001932,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "20a1caebc767d53f5af4e6ecb6b49d56506593f33824cec7418bedef9fea1ea6",
        "signature": {
          "alg": "ed25519",
          "sig": "e8b892456918432f310dd609dd51d5f644acf88b03d552dc1eb3e088cc5275895a439dc511ceaac95ec6e6e40f46b7b13f7264b6c45b312dc9c1e8be5deac501"
        }
      },
      "receipt_sha256": "20a1caebc767d53f5af4e6ecb6b49d56506593f33824cec7418bedef9fea1ea6"
    },
    {
      "storm_id": "268543",
      "lat": 46.937,
      "lon": -98.41,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2776.0,
      "ebshear": 73.0,
      "srh01": 181.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 181.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.2454
        },
        {
          "name": "alignment",
          "value": 7.686
        },
        {
          "name": "tau",
          "value": 1.1179
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.162
      },
      "coherence_score": 1.1179187297821045,
      "coherence_diagnostics": {
        "tau": 1.1179187297821045,
        "grad_tau": 0.14753809571266174,
        "torsion": 0.0,
        "alignment": 7.686031341552734,
        "S_field": 0.4147530198097229,
        "Gamma_field": 0.21005655825138092,
        "S_over_Gamma": 1.9744826555252075,
        "Da": 11.95267105102539,
        "E_coh": 0.4806336462497711,
        "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": [
          [
            [
              -98.38,
              46.99
            ],
            [
              -98.34,
              46.98
            ],
            [
              -98.34,
              46.93
            ],
            [
              -98.42,
              46.88
            ],
            [
              -98.45,
              46.88
            ],
            [
              -98.46,
              46.89
            ],
            [
              -98.46,
              46.92
            ],
            [
              -98.45,
              46.94
            ],
            [
              -98.42,
              46.97
            ],
            [
              -98.38,
              46.99
            ]
          ]
        ]
      },
      "raw_probability": 0.162,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "1856e62b113c44c3a1a88bf7bcff252e3b8fa79b8357be32db4941102544a320",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.162,
        "probability": 0.001932,
        "confidence_lo": 0.001904,
        "confidence_hi": 0.001932,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c091e20297fc350f142f488c87b64fff2da90b092a07789693e32471987f1359",
        "signature": {
          "alg": "ed25519",
          "sig": "6d4a7708c6a20cc94ff7925399a5cc378a9ea1508ce3c4bc15e7f1eb3d343b90528d694ae2bef86e9cfb5104646628a402dcecb7db7408b7b443eed767364d0d"
        }
      },
      "receipt_sha256": "c091e20297fc350f142f488c87b64fff2da90b092a07789693e32471987f1359"
    },
    {
      "storm_id": "268507",
      "lat": 26.1645,
      "lon": -82.5545,
      "motion_east": 4.9,
      "motion_south": -3.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3721.0,
      "ebshear": 19.0,
      "srh01": 44.0,
      "maxllaz": 0.001,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.1204
        },
        {
          "name": "alignment",
          "value": -0.9571
        },
        {
          "name": "tau",
          "value": 1.4196
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1619
      },
      "coherence_score": 1.4195822477340698,
      "coherence_diagnostics": {
        "tau": 1.4195822477340698,
        "grad_tau": 1.2106587886810303,
        "torsion": 0.0,
        "alignment": -0.9570777416229248,
        "S_field": 0.7587075233459473,
        "Gamma_field": 0.26672324538230896,
        "S_over_Gamma": 2.8445496559143066,
        "Da": 16.567663192749023,
        "E_coh": 0.9508485198020935,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.57,
              26.2
            ],
            [
              -82.55,
              26.19
            ],
            [
              -82.51,
              26.19
            ],
            [
              -82.51,
              26.18
            ],
            [
              -82.54,
              26.16
            ],
            [
              -82.54,
              26.13
            ],
            [
              -82.53,
              26.12
            ],
            [
              -82.58,
              26.12
            ],
            [
              -82.6,
              26.14
            ],
            [
              -82.6,
              26.18
            ],
            [
              -82.57,
              26.2
            ]
          ]
        ]
      },
      "raw_probability": 0.1619,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "5e62dd9a692b681bef843eeb3eecc3d5cc239d14c7c1cc498860c66045bb2bdd",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.1619,
        "probability": 0.001932,
        "confidence_lo": 0.001904,
        "confidence_hi": 0.001932,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "558bfeff7485f9f0f0961c44c9d7bdd603950e5e6e9dfd78befe5078587fee81",
        "signature": {
          "alg": "ed25519",
          "sig": "cf143537cb246dd89722cd8e3a3c675d3cb084f6afb9c696530bf13cf31a02d2b600583a278409da86db2c9f08a701475a89d2280721e0c762c5f98250316502"
        }
      },
      "receipt_sha256": "558bfeff7485f9f0f0961c44c9d7bdd603950e5e6e9dfd78befe5078587fee81"
    },
    {
      "storm_id": "268628",
      "lat": 46.76,
      "lon": -99.2667,
      "motion_east": 4.5,
      "motion_south": 0.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2466.0,
      "ebshear": 68.0,
      "srh01": 140.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 140.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.1204
        },
        {
          "name": "alignment",
          "value": 6.153
        },
        {
          "name": "tau",
          "value": 1.1219
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1613
      },
      "coherence_score": 1.121872901916504,
      "coherence_diagnostics": {
        "tau": 1.121872901916504,
        "grad_tau": 0.159206822514534,
        "torsion": 0.0,
        "alignment": 6.153048038482666,
        "S_field": 0.3544785976409912,
        "Gamma_field": 0.19672322273254395,
        "S_over_Gamma": 1.8019154071807861,
        "Da": 10.813258171081543,
        "E_coh": 0.3964488208293915,
        "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": [
          [
            [
              -99.28,
              46.79
            ],
            [
              -99.25,
              46.79
            ],
            [
              -99.24,
              46.78
            ],
            [
              -99.24,
              46.73
            ],
            [
              -99.26,
              46.73
            ],
            [
              -99.27,
              46.72
            ],
            [
              -99.29,
              46.73
            ],
            [
              -99.29,
              46.78
            ],
            [
              -99.28,
              46.79
            ]
          ]
        ]
      },
      "raw_probability": 0.1613,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "8169afc1751e936e84901672bb19003361f848732698d17c66e34c730b0782d5",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.1613,
        "probability": 0.001932,
        "confidence_lo": 0.001904,
        "confidence_hi": 0.001932,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "11323707327221f3ba4c7919882fa5b53bf85d0bdffe1e214b26ae174f9038f1",
        "signature": {
          "alg": "ed25519",
          "sig": "90b0d3618940232a07a29ecb78ae292909900b6b219ce4c68d7d01dd8f4f321eb40848e3dcf3c977bf459ebf6e135635ac51e217259daeb989498bb33230ad0c"
        }
      },
      "receipt_sha256": "11323707327221f3ba4c7919882fa5b53bf85d0bdffe1e214b26ae174f9038f1"
    },
    {
      "storm_id": "268659",
      "lat": 34.825,
      "lon": -75.0036,
      "motion_east": 4.8,
      "motion_south": -1.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2328.0,
      "ebshear": 19.0,
      "srh01": 38.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.3704
        },
        {
          "name": "alignment",
          "value": 3.4667
        },
        {
          "name": "tau",
          "value": 2.9084
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.16
      },
      "coherence_score": 2.9084360599517822,
      "coherence_diagnostics": {
        "tau": 2.9084360599517822,
        "grad_tau": 0.3743000030517578,
        "torsion": 0.0,
        "alignment": 3.466749429702759,
        "S_field": 0.38671988248825073,
        "Gamma_field": 0.2750565707683563,
        "S_over_Gamma": 1.4059648513793945,
        "Da": 17.09526252746582,
        "E_coh": 0.598453164100647,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.0,
              34.89
            ],
            [
              -74.97,
              34.88
            ],
            [
              -74.95,
              34.86
            ],
            [
              -74.94,
              34.84
            ],
            [
              -74.95,
              34.8
            ],
            [
              -74.96,
              34.8
            ],
            [
              -74.97,
              34.78
            ],
            [
              -75.0,
              34.76
            ],
            [
              -75.06,
              34.76
            ],
            [
              -75.07,
              34.78
            ],
            [
              -75.07,
              34.83
            ],
            [
              -75.06,
              34.83
            ],
            [
              -75.05,
              34.85
            ],
            [
              -75.0,
              34.89
            ]
          ]
        ]
      },
      "raw_probability": 0.16,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "1d4278053ef6ead05e3515c26cf16c61a380151f6c2cc1fa3a0b47424494a9d9",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.16,
        "probability": 0.001932,
        "confidence_lo": 0.001904,
        "confidence_hi": 0.001932,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4948b886b6625f5877244142252f8dfafff908f48e02803d5b58c3170de6098f",
        "signature": {
          "alg": "ed25519",
          "sig": "2342dfbe581877b2081ec89ae95d6c3efca15088e659056b605b658260ad38449ac46c4d4dee3dc4987fafbc85395d36aeda729cbbc8b97f34b18073a5341704"
        }
      },
      "receipt_sha256": "4948b886b6625f5877244142252f8dfafff908f48e02803d5b58c3170de6098f"
    },
    {
      "storm_id": "268624",
      "lat": 48.8227,
      "lon": -94.65,
      "motion_east": 8.1,
      "motion_south": -6.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1947.0,
      "ebshear": 34.0,
      "srh01": 50.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.9954
        },
        {
          "name": "alignment",
          "value": 3.9471
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1423
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.4589248299598694,
        "torsion": 0.0,
        "alignment": 3.9470996856689453,
        "S_field": 0.2981453537940979,
        "Gamma_field": 0.24005655944347382,
        "S_over_Gamma": 1.2419795989990234,
        "Da": 12.331819534301758,
        "E_coh": 0.36225587129592896,
        "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": [
          [
            [
              -94.66,
              48.86
            ],
            [
              -94.63,
              48.86
            ],
            [
              -94.63,
              48.83
            ],
            [
              -94.64,
              48.82
            ],
            [
              -94.63,
              48.81
            ],
            [
              -94.64,
              48.8
            ],
            [
              -94.64,
              48.78
            ],
            [
              -94.66,
              48.78
            ],
            [
              -94.68,
              48.8
            ],
            [
              -94.68,
              48.85
            ],
            [
              -94.66,
              48.86
            ]
          ]
        ]
      },
      "raw_probability": 0.1423,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "89de0772312666b8734e9a1923e5b50ce0d254eb71fa98e2a0ccda2f5cbc6fe9",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.1423,
        "probability": 0.001932,
        "confidence_lo": 0.001904,
        "confidence_hi": 0.001932,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3e552c76990001a61c54c3a292379d0e5769d6df9ac62a9c0723a916fbd17d2b",
        "signature": {
          "alg": "ed25519",
          "sig": "04ee1b4c11dfd02b555ae8adb3f2862ec998153cfcbf1bc2e52657a4fef433270f7fe03fd194993ba9514b4f06e2f37311af264b54024093901f2dfd723b5703"
        }
      },
      "receipt_sha256": "3e552c76990001a61c54c3a292379d0e5769d6df9ac62a9c0723a916fbd17d2b"
    },
    {
      "storm_id": "268050",
      "lat": 31.9455,
      "lon": -83.2735,
      "motion_east": 2.1,
      "motion_south": -2.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1317.0,
      "ebshear": 27.0,
      "srh01": 72.0,
      "maxllaz": 0.006,
      "mesh": 0.17,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 72.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.4954
        },
        {
          "name": "alignment",
          "value": 1.9806
        },
        {
          "name": "tau",
          "value": 1.3788
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1416
      },
      "coherence_score": 1.3788070678710938,
      "coherence_diagnostics": {
        "tau": 1.3788070678710938,
        "grad_tau": 0.4525538682937622,
        "torsion": 0.0,
        "alignment": 1.980566143989563,
        "S_field": 0.09774568676948547,
        "Gamma_field": 0.1608898937702179,
        "S_over_Gamma": 0.6075315475463867,
        "Da": 9.515684127807617,
        "E_coh": 0.3327745199203491,
        "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": [
          [
            [
              -83.21,
              32.05
            ],
            [
              -83.17,
              32.04
            ],
            [
              -83.16,
              32.02
            ],
            [
              -83.16,
              31.98
            ],
            [
              -83.18,
              31.96
            ],
            [
              -83.22,
              31.94
            ],
            [
              -83.25,
              31.88
            ],
            [
              -83.26,
              31.88
            ],
            [
              -83.29,
              31.85
            ],
            [
              -83.31,
              31.84
            ],
            [
              -83.36,
              31.84
            ],
            [
              -83.36,
              31.85
            ],
            [
              -83.41,
              31.89
            ],
            [
              -83.41,
              31.95
            ],
            [
              -83.37,
              31.95
            ],
            [
              -83.36,
              31.96
            ],
            [
              -83.28,
              31.96
            ],
            [
              -83.25,
              32.0
            ],
            [
              -83.25,
              32.02
            ],
            [
              -83.21,
              32.05
            ]
          ]
        ]
      },
      "raw_probability": 0.1416,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "0769cbdbb8fe5915e3987d2864eb1f6b844db78a902f64f888d2e325b334df2a",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.1416,
        "probability": 0.001932,
        "confidence_lo": 0.001904,
        "confidence_hi": 0.001932,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3c6bbc8ac01bf6481373c68791a3f3fed1463e80deed0f03a041a9512cf3b335",
        "signature": {
          "alg": "ed25519",
          "sig": "58c148732d9c54424eb7a813876c43d65c4e2951c25cfd9759fe26c44f610943a3bc24bd9c9a9295b0f845d639d38af627455224f6b3a346987e7b9b712e330d"
        }
      },
      "receipt_sha256": "3c6bbc8ac01bf6481373c68791a3f3fed1463e80deed0f03a041a9512cf3b335"
    },
    {
      "storm_id": "268333",
      "lat": 32.1537,
      "lon": -79.1353,
      "motion_east": 4.9,
      "motion_south": -1.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2738.0,
      "ebshear": 15.0,
      "srh01": 35.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.2454
        },
        {
          "name": "alignment",
          "value": -0.2814
        },
        {
          "name": "tau",
          "value": 2.7491
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1393
      },
      "coherence_score": 2.749147415161133,
      "coherence_diagnostics": {
        "tau": 2.749147415161133,
        "grad_tau": 0.29144808650016785,
        "torsion": 0.0,
        "alignment": -0.2814188003540039,
        "S_field": 0.6033982634544373,
        "Gamma_field": 0.1633898913860321,
        "S_over_Gamma": 3.6929962635040283,
        "Da": 9.894560813903809,
        "E_coh": 0.7462606430053711,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.97,
              32.24
            ],
            [
              -78.92,
              32.24
            ],
            [
              -78.91,
              32.23
            ],
            [
              -78.9,
              32.21
            ],
            [
              -78.9,
              32.18
            ],
            [
              -78.91,
              32.16
            ],
            [
              -78.93,
              32.14
            ],
            [
              -78.99,
              32.13
            ],
            [
              -79.07,
              32.09
            ],
            [
              -79.14,
              32.04
            ],
            [
              -79.21,
              32.04
            ],
            [
              -79.23,
              32.06
            ],
            [
              -79.27,
              32.06
            ],
            [
              -79.3,
              32.12
            ],
            [
              -79.34,
              32.12
            ],
            [
              -79.35,
              32.13
            ],
            [
              -79.35,
              32.18
            ],
            [
              -79.33,
              32.2
            ],
            [
              -79.31,
              32.2
            ],
            [
              -79.3,
              32.19
            ],
            [
              -79.29,
              32.2
            ],
            [
              -79.27,
              32.2
            ],
            [
              -79.21,
              32.16
            ],
            [
              -79.2,
              32.12
            ],
            [
              -79.18,
              32.1
            ],
            [
              -79.14,
              32.13
            ],
            [
              -79.09,
              32.14
            ],
            [
              -79.06,
              32.17
            ],
            [
              -79.02,
              32.19
            ],
            [
              -78.97,
              32.24
            ]
          ]
        ]
      },
      "raw_probability": 0.1393,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "5c15609c9843e103ab615e91d8dba2887d7c7929dcb8ea0ddb14bab88c51e5d2",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.1393,
        "probability": 0.001932,
        "confidence_lo": 0.001904,
        "confidence_hi": 0.001932,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1f35a2aff651c821543ea1be9bf9192b762e715985d17cc317835d445ae3c5f7",
        "signature": {
          "alg": "ed25519",
          "sig": "b20af7d4ebb7322ff617014a03e25ef90bb0ddf6fd04edcfb6b6c36078b707c2114cea4369bf5ce59310c08445de13f6b557171373ff654506e084d1aef6870b"
        }
      },
      "receipt_sha256": "1f35a2aff651c821543ea1be9bf9192b762e715985d17cc317835d445ae3c5f7"
    },
    {
      "storm_id": "268070",
      "lat": 30.1687,
      "lon": -83.5113,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1690.0,
      "ebshear": 20.0,
      "srh01": 78.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 78.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.8704
        },
        {
          "name": "alignment",
          "value": -0.4936
        },
        {
          "name": "tau",
          "value": 2.2265
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.139
      },
      "coherence_score": 2.22652268409729,
      "coherence_diagnostics": {
        "tau": 2.22652268409729,
        "grad_tau": 0.6000564694404602,
        "torsion": 0.0,
        "alignment": -0.49363481998443604,
        "S_field": 0.2934972047805786,
        "Gamma_field": 0.22505655884742737,
        "S_over_Gamma": 1.304104208946228,
        "Da": 13.317266464233398,
        "E_coh": 0.7027665972709656,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.51,
              30.2
            ],
            [
              -83.49,
              30.2
            ],
            [
              -83.48,
              30.19
            ],
            [
              -83.48,
              30.14
            ],
            [
              -83.52,
              30.12
            ],
            [
              -83.55,
              30.14
            ],
            [
              -83.55,
              30.16
            ],
            [
              -83.51,
              30.2
            ]
          ]
        ]
      },
      "raw_probability": 0.139,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "80ce87a21c68765feb0f24e36f3e0080a07c70ab1701cc9718e3011b8c1c792a",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.139,
        "probability": 0.001932,
        "confidence_lo": 0.001904,
        "confidence_hi": 0.001932,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "31cced52bd8ca02a4b4e83478e1f2ddf401fee42144c5ae56f520fe0630eaf34",
        "signature": {
          "alg": "ed25519",
          "sig": "a04c6ffaf99b80825e05bfc6ea63a58628bb5e9f061dc8720a81ec7f9d8ebfdf9748b4db28185ced0cbe2726023446451bf8386c6d24a04af49f3cc693229009"
        }
      },
      "receipt_sha256": "31cced52bd8ca02a4b4e83478e1f2ddf401fee42144c5ae56f520fe0630eaf34"
    },
    {
      "storm_id": "268663",
      "lat": 32.038,
      "lon": -79.411,
      "motion_east": 4.8,
      "motion_south": -1.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2636.0,
      "ebshear": 15.0,
      "srh01": 33.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.2454
        },
        {
          "name": "alignment",
          "value": -0.2814
        },
        {
          "name": "tau",
          "value": 2.7491
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1375
      },
      "coherence_score": 2.749147415161133,
      "coherence_diagnostics": {
        "tau": 2.749147415161133,
        "grad_tau": 0.29144808650016785,
        "torsion": 0.0,
        "alignment": -0.2814188003540039,
        "S_field": 0.6033982634544373,
        "Gamma_field": 0.1633898913860321,
        "S_over_Gamma": 3.6929962635040283,
        "Da": 9.894560813903809,
        "E_coh": 0.7462606430053711,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.4,
              32.07
            ],
            [
              -79.38,
              32.07
            ],
            [
              -79.37,
              32.06
            ],
            [
              -79.37,
              32.04
            ],
            [
              -79.4,
              32.01
            ],
            [
              -79.43,
              32.01
            ],
            [
              -79.45,
              31.99
            ],
            [
              -79.45,
              32.02
            ],
            [
              -79.46,
              32.04
            ],
            [
              -79.4,
              32.07
            ]
          ]
        ]
      },
      "raw_probability": 0.1375,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "9a8a32ada02ca6b65390bcc10cb0c0d779b6985cc4839ad0aadbd8869623c83d",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.1375,
        "probability": 0.001932,
        "confidence_lo": 0.001904,
        "confidence_hi": 0.001932,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d03bef5de635c2271e7ecebbc9e1ed6ca0e3f6bd9c1025245e8262abef6421f3",
        "signature": {
          "alg": "ed25519",
          "sig": "9dba5024a7bd62323be9c71c89c1034cc6d32cba22aab4f3e6273e78f5605c7fdbeda5000bbd500b1b626261fb02436b55b9ab96f3d89a25d161121ba7c0ca09"
        }
      },
      "receipt_sha256": "d03bef5de635c2271e7ecebbc9e1ed6ca0e3f6bd9c1025245e8262abef6421f3"
    },
    {
      "storm_id": "268648",
      "lat": 49.3117,
      "lon": -94.3933,
      "motion_east": 8.2,
      "motion_south": -6.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1222.0,
      "ebshear": 35.0,
      "srh01": 47.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 47.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.9954
        },
        {
          "name": "alignment",
          "value": 3.9471
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1338
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.4589248299598694,
        "torsion": 0.0,
        "alignment": 3.9470996856689453,
        "S_field": 0.2981453537940979,
        "Gamma_field": 0.24005655944347382,
        "S_over_Gamma": 1.2419795989990234,
        "Da": 12.331819534301758,
        "E_coh": 0.36225587129592896,
        "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": [
          [
            [
              -94.37,
              49.34
            ],
            [
              -94.36,
              49.34
            ],
            [
              -94.36,
              49.3
            ],
            [
              -94.37,
              49.29
            ],
            [
              -94.41,
              49.29
            ],
            [
              -94.45,
              49.27
            ],
            [
              -94.45,
              49.29
            ],
            [
              -94.42,
              49.32
            ],
            [
              -94.4,
              49.32
            ],
            [
              -94.39,
              49.31
            ],
            [
              -94.37,
              49.33
            ],
            [
              -94.37,
              49.34
            ]
          ]
        ]
      },
      "raw_probability": 0.1338,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "fa88d86eba5a4c7c7fa58a99a19270bd2a4f8b27737177f7aadc63a91dcff4ae",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.1338,
        "probability": 0.001932,
        "confidence_lo": 0.001904,
        "confidence_hi": 0.001932,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e9449ab89a2f81ba3a62b26109605af591f8871d6b17d86f0d0687f568094eeb",
        "signature": {
          "alg": "ed25519",
          "sig": "4f543685e269a0daa39fbe560e268ff2ce8a5bed37e84d95e6c1c2d1276e34ec4069fe21de21a4be945241ecfcbcde6ecacb064f729fcf162ffba1b7c772ff04"
        }
      },
      "receipt_sha256": "e9449ab89a2f81ba3a62b26109605af591f8871d6b17d86f0d0687f568094eeb"
    },
    {
      "storm_id": "268645",
      "lat": 26.3208,
      "lon": -82.7867,
      "motion_east": 4.9,
      "motion_south": -4.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3583.0,
      "ebshear": 12.0,
      "srh01": 2.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.7454
        },
        {
          "name": "alignment",
          "value": -5.1639
        },
        {
          "name": "tau",
          "value": 1.4656
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1319
      },
      "coherence_score": 1.4655909538269043,
      "coherence_diagnostics": {
        "tau": 1.4655909538269043,
        "grad_tau": 1.281232237815857,
        "torsion": 0.0,
        "alignment": -5.163947582244873,
        "S_field": 0.6912283897399902,
        "Gamma_field": 0.302556574344635,
        "S_over_Gamma": 2.284625291824341,
        "Da": 18.74951171875,
        "E_coh": 0.8591982126235962,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.79,
              26.36
            ],
            [
              -82.74,
              26.36
            ],
            [
              -82.74,
              26.35
            ],
            [
              -82.75,
              26.34
            ],
            [
              -82.76,
              26.29
            ],
            [
              -82.8,
              26.27
            ],
            [
              -82.81,
              26.28
            ],
            [
              -82.83,
              26.28
            ],
            [
              -82.83,
              26.29
            ],
            [
              -82.8,
              26.32
            ],
            [
              -82.8,
              26.35
            ],
            [
              -82.79,
              26.36
            ]
          ]
        ]
      },
      "raw_probability": 0.1319,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "e0d8635456dcc46da624bb0c5792c994b8ca17f76e5ea2395a09334dfcdec4db",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.1319,
        "probability": 0.001932,
        "confidence_lo": 0.001904,
        "confidence_hi": 0.001932,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b75f7ab12d415d40b5d66de66b33a0e1ceb93508144616c808d04a9b9ff8161d",
        "signature": {
          "alg": "ed25519",
          "sig": "42bda1f1ae3f989060ad15132c8899c3a66944e032f0149b0816e08bed8eb1bffc4f9d4d3431c6b5ad897a40cdeec08e3b9ed6c7b640b5378716f678a0f9500b"
        }
      },
      "receipt_sha256": "b75f7ab12d415d40b5d66de66b33a0e1ceb93508144616c808d04a9b9ff8161d"
    },
    {
      "storm_id": "268605",
      "lat": 26.18,
      "lon": -82.8573,
      "motion_east": 4.7,
      "motion_south": -2.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3572.0,
      "ebshear": 12.0,
      "srh01": 1.0,
      "maxllaz": 0.001,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.7454
        },
        {
          "name": "alignment",
          "value": -5.1639
        },
        {
          "name": "tau",
          "value": 1.4656
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1239
      },
      "coherence_score": 1.4655909538269043,
      "coherence_diagnostics": {
        "tau": 1.4655909538269043,
        "grad_tau": 1.281232237815857,
        "torsion": 0.0,
        "alignment": -5.163947582244873,
        "S_field": 0.6912283897399902,
        "Gamma_field": 0.302556574344635,
        "S_over_Gamma": 2.284625291824341,
        "Da": 18.74951171875,
        "E_coh": 0.8591982126235962,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.84,
              26.23
            ],
            [
              -82.82,
              26.23
            ],
            [
              -82.8,
              26.21
            ],
            [
              -82.8,
              26.18
            ],
            [
              -82.82,
              26.16
            ],
            [
              -82.82,
              26.15
            ],
            [
              -82.84,
              26.14
            ],
            [
              -82.87,
              26.14
            ],
            [
              -82.88,
              26.13
            ],
            [
              -82.92,
              26.14
            ],
            [
              -82.93,
              26.15
            ],
            [
              -82.93,
              26.19
            ],
            [
              -82.89,
              26.21
            ],
            [
              -82.86,
              26.21
            ],
            [
              -82.84,
              26.23
            ]
          ]
        ]
      },
      "raw_probability": 0.1239,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "7ebe1a31bc00f2dfb95ec8c1cbbfeb372ef28b3e70a2c40be5a4bb0793019c70",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.1239,
        "probability": 0.001932,
        "confidence_lo": 0.001904,
        "confidence_hi": 0.001932,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a44fbe3cb7949694ea8344f85ca281a051c229e3c58bb0b60a7f616aca7e30c9",
        "signature": {
          "alg": "ed25519",
          "sig": "919e918a27b1c1edbf3ef934a151ded2d42d5c3a24e11a17c749631280a1471a64cdf398e32bb02f94f36d5160c4a5e62e37f5c62d0d4564fe528e83cdc20f02"
        }
      },
      "receipt_sha256": "a44fbe3cb7949694ea8344f85ca281a051c229e3c58bb0b60a7f616aca7e30c9"
    },
    {
      "storm_id": "268513",
      "lat": 48.2447,
      "lon": -72.7904,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 80.0,
      "ebshear": 26.0,
      "srh01": 121.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 121.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.7454
        },
        {
          "name": "alignment",
          "value": -7.4896
        },
        {
          "name": "tau",
          "value": 0.5692
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1235
      },
      "coherence_score": 0.5692238807678223,
      "coherence_diagnostics": {
        "tau": 0.5692238807678223,
        "grad_tau": 0.48541828989982605,
        "torsion": 0.0,
        "alignment": -7.4896240234375,
        "S_field": 0.23859545588493347,
        "Gamma_field": 0.15338990092277527,
        "S_over_Gamma": 1.5554834604263306,
        "Da": 9.262543678283691,
        "E_coh": 0.5258356928825378,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.78,
              48.33
            ],
            [
              -72.77,
              48.33
            ],
            [
              -72.77,
              48.32
            ],
            [
              -72.76,
              48.31
            ],
            [
              -72.76,
              48.3
            ],
            [
              -72.75,
              48.29
            ],
            [
              -72.76,
              48.28
            ],
            [
              -72.76,
              48.27
            ],
            [
              -72.76,
              48.26
            ],
            [
              -72.75,
              48.25
            ],
            [
              -72.75,
              48.24
            ],
            [
              -72.75,
              48.23
            ],
            [
              -72.76,
              48.22
            ],
            [
              -72.77,
              48.22
            ],
            [
              -72.78,
              48.21
            ],
            [
              -72.79,
              48.2
            ],
            [
              -72.78,
              48.19
            ],
            [
              -72.77,
              48.19
            ],
            [
              -72.78,
              48.18
            ],
            [
              -72.79,
              48.18
            ],
            [
              -72.8,
              48.18
            ],
            [
              -72.81,
              48.17
            ],
            [
              -72.82,
              48.18
            ],
            [
              -72.82,
              48.19
            ],
            [
              -72.82,
              48.2
            ],
            [
              -72.81,
              48.2
            ],
            [
              -72.8,
              48.2
            ],
            [
              -72.79,
              48.2
            ],
            [
              -72.78,
              48.21
            ],
            [
              -72.79,
              48.22
            ],
            [
              -72.8,
              48.22
            ],
            [
              -72.81,
              48.22
            ],
            [
              -72.82,
              48.22
            ],
            [
              -72.82,
              48.23
            ],
            [
              -72.82,
              48.24
            ],
            [
              -72.82,
              48.25
            ],
            [
              -72.82,
              48.26
            ],
            [
              -72.83,
              48.27
            ],
            [
              -72.83,
              48.28
            ],
            [
              -72.82,
              48.29
            ],
            [
              -72.82,
              48.3
            ],
            [
              -72.81,
              48.31
            ],
            [
              -72.8,
              48.32
            ],
            [
              -72.79,
              48.32
            ],
            [
              -72.78,
              48.33
            ]
          ]
        ]
      },
      "raw_probability": 0.1235,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "e54083ca49f90be425a7b920db62e98affe00efe0da3ac2742d314061acb7eef",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.1235,
        "probability": 0.001932,
        "confidence_lo": 0.001904,
        "confidence_hi": 0.001932,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "302a6b74af494781d2400a030b15faa107a39483c060a8a699644302fa516dda",
        "signature": {
          "alg": "ed25519",
          "sig": "49ae01d2c376e9448b5b91a7d8ce1d74d49d489d4749de3d3a92462396f991aa6e8667b94f7f3fb28cff7e6a2c608d62fdd71deabbe016306cfbb45b4beb2406"
        }
      },
      "receipt_sha256": "302a6b74af494781d2400a030b15faa107a39483c060a8a699644302fa516dda"
    },
    {
      "storm_id": "268512",
      "lat": 48.3027,
      "lon": -73.7618,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 102.0,
      "ebshear": 38.0,
      "srh01": 15.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.3704
        },
        {
          "name": "alignment",
          "value": 6.7466
        },
        {
          "name": "tau",
          "value": 0.5817
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1221
      },
      "coherence_score": 0.5817012786865234,
      "coherence_diagnostics": {
        "tau": 0.5817012786865234,
        "grad_tau": 0.4921494126319885,
        "torsion": 0.0,
        "alignment": 6.746633052825928,
        "S_field": 0.3129652440547943,
        "Gamma_field": 0.1567232310771942,
        "S_over_Gamma": 1.9969295263290405,
        "Da": 9.733182907104492,
        "E_coh": 0.056233227252960205,
        "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": [
          [
            [
              -73.75,
              48.33
            ],
            [
              -73.72,
              48.33
            ],
            [
              -73.71,
              48.32
            ],
            [
              -73.73,
              48.28
            ],
            [
              -73.75,
              48.26
            ],
            [
              -73.8,
              48.26
            ],
            [
              -73.81,
              48.27
            ],
            [
              -73.81,
              48.31
            ],
            [
              -73.79,
              48.32
            ],
            [
              -73.76,
              48.32
            ],
            [
              -73.75,
              48.33
            ]
          ]
        ]
      },
      "raw_probability": 0.1221,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "c9433b2d85b6564529bb03f2203a6a84aee82e72c467f888bcb80047496cdf3a",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.1221,
        "probability": 0.001932,
        "confidence_lo": 0.001904,
        "confidence_hi": 0.001932,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e2de55550aea4fbd459d0c30efbb25fb10c2179d16cc03619f46893aefedc733",
        "signature": {
          "alg": "ed25519",
          "sig": "fd33516f24c33e8ef28f3f1d685ef23e4007f044060a7b9015f77147376e8dc539bef084523f71931b2a6972faf2aed265a6cbb2a8ede0908c61bf553bc2bc02"
        }
      },
      "receipt_sha256": "e2de55550aea4fbd459d0c30efbb25fb10c2179d16cc03619f46893aefedc733"
    },
    {
      "storm_id": "268149",
      "lat": 34.7078,
      "lon": -75.7328,
      "motion_east": 7.4,
      "motion_south": -8.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2063.0,
      "ebshear": 14.0,
      "srh01": 32.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.9954
        },
        {
          "name": "alignment",
          "value": -0.8873
        },
        {
          "name": "tau",
          "value": 2.6152
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1215
      },
      "coherence_score": 2.6151745319366455,
      "coherence_diagnostics": {
        "tau": 2.6151745319366455,
        "grad_tau": 0.32095882296562195,
        "torsion": 0.0,
        "alignment": -0.8872911930084229,
        "S_field": 0.32494065165519714,
        "Gamma_field": 0.2717232406139374,
        "S_over_Gamma": 1.1958515644073486,
        "Da": 16.326745986938477,
        "E_coh": 0.6355429291725159,
        "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": [
          [
            [
              -75.72,
              34.82
            ],
            [
              -75.67,
              34.82
            ],
            [
              -75.64,
              34.78
            ],
            [
              -75.64,
              34.75
            ],
            [
              -75.66,
              34.74
            ],
            [
              -75.7,
              34.69
            ],
            [
              -75.7,
              34.64
            ],
            [
              -75.71,
              34.63
            ],
            [
              -75.71,
              34.61
            ],
            [
              -75.72,
              34.6
            ],
            [
              -75.79,
              34.6
            ],
            [
              -75.82,
              34.64
            ],
            [
              -75.82,
              34.68
            ],
            [
              -75.81,
              34.69
            ],
            [
              -75.81,
              34.71
            ],
            [
              -75.79,
              34.73
            ],
            [
              -75.76,
              34.79
            ],
            [
              -75.72,
              34.82
            ]
          ]
        ]
      },
      "raw_probability": 0.1215,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "dbe4ed7364483dba85a13af14d41db380b39fe726ff75617a3bda0c2a174c03d",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.1215,
        "probability": 0.001932,
        "confidence_lo": 0.001904,
        "confidence_hi": 0.001932,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fed209e01a2f0848241adf958f635dd4469f8773a1e1f25e49326e65d53f774b",
        "signature": {
          "alg": "ed25519",
          "sig": "8e436d40cf58fb74d08d204222636afe0d5feb76003a262c40501afc2793f5df040e2337f48db6501ca625b2fae5bfe057124ffc894f4ca1f7e1de0633ffd109"
        }
      },
      "receipt_sha256": "fed209e01a2f0848241adf958f635dd4469f8773a1e1f25e49326e65d53f774b"
    },
    {
      "storm_id": "268596",
      "lat": 34.4936,
      "lon": -74.3729,
      "motion_east": 4.7,
      "motion_south": -1.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2825.0,
      "ebshear": 17.0,
      "srh01": 32.0,
      "maxllaz": 0.001,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.3704
        },
        {
          "name": "alignment",
          "value": 3.4667
        },
        {
          "name": "tau",
          "value": 2.9084
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.118
      },
      "coherence_score": 2.9084360599517822,
      "coherence_diagnostics": {
        "tau": 2.9084360599517822,
        "grad_tau": 0.3743000030517578,
        "torsion": 0.0,
        "alignment": 3.466749429702759,
        "S_field": 0.38671988248825073,
        "Gamma_field": 0.2750565707683563,
        "S_over_Gamma": 1.4059648513793945,
        "Da": 17.09526252746582,
        "E_coh": 0.598453164100647,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.39,
              34.59
            ],
            [
              -74.38,
              34.58
            ],
            [
              -74.35,
              34.58
            ],
            [
              -74.33,
              34.54
            ],
            [
              -74.35,
              34.5
            ],
            [
              -74.35,
              34.47
            ],
            [
              -74.36,
              34.46
            ],
            [
              -74.35,
              34.45
            ],
            [
              -74.35,
              34.41
            ],
            [
              -74.37,
              34.39
            ],
            [
              -74.41,
              34.39
            ],
            [
              -74.42,
              34.41
            ],
            [
              -74.42,
              34.55
            ],
            [
              -74.39,
              34.59
            ]
          ]
        ]
      },
      "raw_probability": 0.118,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "a825d54ae541207d7f304f219fee2f42417dc7d161c3bf1d3a03a94e1d56b859",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.118,
        "probability": 0.001932,
        "confidence_lo": 0.001904,
        "confidence_hi": 0.001932,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d6c1c7c2701220a672aef43709b392d993377633491fdcdff5432361c79f3f64",
        "signature": {
          "alg": "ed25519",
          "sig": "9da67c5b412c19d70c9cc159cbd97a2c24e409166d1f39dcebeb4a740feb1068281aa1206bc0bc135cc9192a4fbe36b97f2b811fdebc4bb5497df8c87ceaff09"
        }
      },
      "receipt_sha256": "d6c1c7c2701220a672aef43709b392d993377633491fdcdff5432361c79f3f64"
    },
    {
      "storm_id": "268199",
      "lat": 46.6792,
      "lon": -75.2942,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 32.0,
      "ebshear": 36.0,
      "srh01": 20.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.8704
        },
        {
          "name": "alignment",
          "value": 5.5445
        },
        {
          "name": "tau",
          "value": 1.1028
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1159
      },
      "coherence_score": 1.102813720703125,
      "coherence_diagnostics": {
        "tau": 1.102813720703125,
        "grad_tau": 0.23311081528663635,
        "torsion": 0.0,
        "alignment": 5.544470310211182,
        "S_field": 0.24651390314102173,
        "Gamma_field": 0.1567232310771942,
        "S_over_Gamma": 1.572925090789795,
        "Da": 9.61616325378418,
        "E_coh": 0.3544776737689972,
        "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": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.34,
              46.73
            ],
            [
              -75.29,
              46.73
            ],
            [
              -75.25,
              46.71
            ],
            [
              -75.22,
              46.68
            ],
            [
              -75.22,
              46.64
            ],
            [
              -75.24,
              46.62
            ],
            [
              -75.28,
              46.62
            ],
            [
              -75.32,
              46.65
            ],
            [
              -75.33,
              46.65
            ],
            [
              -75.35,
              46.67
            ],
            [
              -75.35,
              46.72
            ],
            [
              -75.34,
              46.73
            ]
          ]
        ]
      },
      "raw_probability": 0.1159,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "54f4f2aa042479610acf737ba69386eea2596397cb44a00f7f64be9046e13ba9",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.1159,
        "probability": 0.001932,
        "confidence_lo": 0.001904,
        "confidence_hi": 0.001932,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "de2ff00404939245feb7a1f9329ecd4f39da9caf65be3325757dce690bef443c",
        "signature": {
          "alg": "ed25519",
          "sig": "cd85182da1f0ca232134d134b2b0987df88ec36f85599c4d483b0e90e5bd5349d29025594313f006c9e5f942043e2a683b2b51bb4cb4b4a5e2c2254f0d60840a"
        }
      },
      "receipt_sha256": "de2ff00404939245feb7a1f9329ecd4f39da9caf65be3325757dce690bef443c"
    },
    {
      "storm_id": "268277",
      "lat": 29.6075,
      "lon": -83.3275,
      "motion_east": 4.9,
      "motion_south": -1.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1827.0,
      "ebshear": 13.0,
      "srh01": 65.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.7454
        },
        {
          "name": "alignment",
          "value": -0.563
        },
        {
          "name": "tau",
          "value": 2.7665
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1136
      },
      "coherence_score": 2.766490936279297,
      "coherence_diagnostics": {
        "tau": 2.766490936279297,
        "grad_tau": 0.5180685520172119,
        "torsion": 0.0,
        "alignment": -0.5629975199699402,
        "S_field": 0.7107938528060913,
        "Gamma_field": 0.2075565606355667,
        "S_over_Gamma": 3.42457914352417,
        "Da": 12.119497299194336,
        "E_coh": 0.9305288791656494,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.35,
              29.64
            ],
            [
              -83.32,
              29.64
            ],
            [
              -83.29,
              29.62
            ],
            [
              -83.29,
              29.57
            ],
            [
              -83.33,
              29.57
            ],
            [
              -83.34,
              29.58
            ],
            [
              -83.35,
              29.6
            ],
            [
              -83.35,
              29.64
            ]
          ]
        ]
      },
      "raw_probability": 0.1136,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "d57c35773f375b008eaad66e0bbed47212f7eff1b8bb869cefb4aa6f86184a2a",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.1136,
        "probability": 0.001932,
        "confidence_lo": 0.001904,
        "confidence_hi": 0.001932,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a42fcd56ccd95264e84f441f93b60a38051d8f69ed23e5025a3a7ced7a94bf0b",
        "signature": {
          "alg": "ed25519",
          "sig": "4a34fc14a3f0b2c84735c45a2679563605a78979524afcd8394f7a77e06c88d6c0358c614b5a08548190a2afc0498c0545a530d695e516277ca814e84e0cdf08"
        }
      },
      "receipt_sha256": "a42fcd56ccd95264e84f441f93b60a38051d8f69ed23e5025a3a7ced7a94bf0b"
    },
    {
      "storm_id": "267941",
      "lat": 49.5233,
      "lon": -94.3742,
      "motion_east": 8.2,
      "motion_south": -6.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 908.0,
      "ebshear": 40.0,
      "srh01": 30.0,
      "maxllaz": 0.003,
      "mesh": 0.25,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.9954
        },
        {
          "name": "alignment",
          "value": 3.9471
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1131
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.4589248299598694,
        "torsion": 0.0,
        "alignment": 3.9470996856689453,
        "S_field": 0.2981453537940979,
        "Gamma_field": 0.24005655944347382,
        "S_over_Gamma": 1.2419795989990234,
        "Da": 12.331819534301758,
        "E_coh": 0.36225587129592896,
        "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": [
          [
            [
              -94.37,
              49.64
            ],
            [
              -94.33,
              49.64
            ],
            [
              -94.29,
              49.61
            ],
            [
              -94.28,
              49.61
            ],
            [
              -94.27,
              49.59
            ],
            [
              -94.29,
              49.56
            ],
            [
              -94.28,
              49.55
            ],
            [
              -94.28,
              49.53
            ],
            [
              -94.3,
              49.5
            ],
            [
              -94.3,
              49.47
            ],
            [
              -94.31,
              49.45
            ],
            [
              -94.33,
              49.43
            ],
            [
              -94.36,
              49.43
            ],
            [
              -94.4,
              49.41
            ],
            [
              -94.42,
              49.41
            ],
            [
              -94.46,
              49.43
            ],
            [
              -94.51,
              49.43
            ],
            [
              -94.54,
              49.46
            ],
            [
              -94.54,
              49.5
            ],
            [
              -94.49,
              49.55
            ],
            [
              -94.44,
              49.55
            ],
            [
              -94.41,
              49.58
            ],
            [
              -94.41,
              49.59
            ],
            [
              -94.37,
              49.64
            ]
          ]
        ]
      },
      "raw_probability": 0.1131,
      "confidence_lo": 0.0017,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "62e9a09787b06b0bfea5d9b2838a314f0d9c68a64bc6e43644f8f08d793ac261",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.1131,
        "probability": 0.001931,
        "confidence_lo": 0.001666,
        "confidence_hi": 0.001932,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d7d00a365f204b307723999c99ebf734ddcd0f68ac4cbf09c696a9bf1cfa5a25",
        "signature": {
          "alg": "ed25519",
          "sig": "fa977bae1220dcd00f1fc164a1a7576c078cd4fb126f720393c1677624500e6e2632361df1e6d075403140fbf26a0e8e46b5df9ccd1feb75eb8e11b50ddceb08"
        }
      },
      "receipt_sha256": "d7d00a365f204b307723999c99ebf734ddcd0f68ac4cbf09c696a9bf1cfa5a25"
    },
    {
      "storm_id": "267664",
      "lat": 32.5305,
      "lon": -78.7616,
      "motion_east": 2.1,
      "motion_south": 0.2,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2150.0,
      "ebshear": 16.0,
      "srh01": 52.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 52.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.7454
        },
        {
          "name": "alignment",
          "value": -1.4376
        },
        {
          "name": "tau",
          "value": 2.6702
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1075
      },
      "coherence_score": 2.6702449321746826,
      "coherence_diagnostics": {
        "tau": 2.6702449321746826,
        "grad_tau": 0.3014006018638611,
        "torsion": 0.0,
        "alignment": -1.4375755786895752,
        "S_field": 0.4452956020832062,
        "Gamma_field": 0.18505655229091644,
        "S_over_Gamma": 2.4062676429748535,
        "Da": 11.256306648254395,
        "E_coh": 0.7116517424583435,
        "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": [
          [
            [
              -78.69,
              32.61
            ],
            [
              -78.66,
              32.61
            ],
            [
              -78.64,
              32.59
            ],
            [
              -78.64,
              32.56
            ],
            [
              -78.66,
              32.54
            ],
            [
              -78.68,
              32.54
            ],
            [
              -78.72,
              32.52
            ],
            [
              -78.76,
              32.48
            ],
            [
              -78.76,
              32.47
            ],
            [
              -78.79,
              32.47
            ],
            [
              -78.8,
              32.46
            ],
            [
              -78.88,
              32.46
            ],
            [
              -78.89,
              32.47
            ],
            [
              -78.9,
              32.51
            ],
            [
              -78.87,
              32.54
            ],
            [
              -78.84,
              32.54
            ],
            [
              -78.83,
              32.55
            ],
            [
              -78.77,
              32.55
            ],
            [
              -78.69,
              32.61
            ]
          ]
        ]
      },
      "raw_probability": 0.1075,
      "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": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "5512af96a47ebb036e803df654e9e7d799a1fb9a523888fa37035e6b457eb2ac",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.1075,
        "probability": 0.001914,
        "confidence_lo": 0.001214,
        "confidence_hi": 0.001915,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "223ab050db47592747228e68e54f5d17e38a176c42f04e472c5dab9d1ccf5ea9",
        "signature": {
          "alg": "ed25519",
          "sig": "474ca039add3fa90c486643a370439b9d3756926e3eea939d16743bdbae6896aad3b8397764b26995d3e9f93f01cf4fa317aea91c6f1e116155befbe55ab2a0c"
        }
      },
      "receipt_sha256": "223ab050db47592747228e68e54f5d17e38a176c42f04e472c5dab9d1ccf5ea9"
    },
    {
      "storm_id": "267919",
      "lat": 25.757,
      "lon": -82.988,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3094.0,
      "ebshear": 14.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.7454
        },
        {
          "name": "alignment",
          "value": -5.1639
        },
        {
          "name": "tau",
          "value": 1.4656
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1068
      },
      "coherence_score": 1.4655909538269043,
      "coherence_diagnostics": {
        "tau": 1.4655909538269043,
        "grad_tau": 1.281232237815857,
        "torsion": 0.0,
        "alignment": -5.163947582244873,
        "S_field": 0.6912283897399902,
        "Gamma_field": 0.302556574344635,
        "S_over_Gamma": 2.284625291824341,
        "Da": 18.74951171875,
        "E_coh": 0.8591982126235962,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.0,
              25.8
            ],
            [
              -82.95,
              25.8
            ],
            [
              -82.94,
              25.79
            ],
            [
              -82.95,
              25.73
            ],
            [
              -82.98,
              25.71
            ],
            [
              -82.99,
              25.72
            ],
            [
              -83.01,
              25.72
            ],
            [
              -83.03,
              25.74
            ],
            [
              -83.03,
              25.76
            ],
            [
              -83.0,
              25.8
            ]
          ]
        ]
      },
      "raw_probability": 0.1068,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "b79ebe9f0b2ee7fc7082685ce598c63841633e13dcf8bb82aeca0a081dd6220e",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.1068,
        "probability": 0.001383,
        "confidence_lo": 0.001214,
        "confidence_hi": 0.001383,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cc6edcf42834d62d4c1411eae5cb6124c686cb0e2d5be94db134991e4d11b560",
        "signature": {
          "alg": "ed25519",
          "sig": "ea1d8cb975f1eacfcb2c14ac2754afb8878fd8476a87d3ca90fbd8b8e7bfdae19c6617ae0ef8bc8e4c083f1a8c633460aea41903339e24e6b940450b87dcd300"
        }
      },
      "receipt_sha256": "cc6edcf42834d62d4c1411eae5cb6124c686cb0e2d5be94db134991e4d11b560"
    },
    {
      "storm_id": "268515",
      "lat": 47.532,
      "lon": -98.756,
      "motion_east": 4.6,
      "motion_south": 0.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 381.0,
      "ebshear": 60.0,
      "srh01": 162.0,
      "maxllaz": 0.007,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 162.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.4954
        },
        {
          "name": "alignment",
          "value": -0.3857
        },
        {
          "name": "tau",
          "value": 0.8997
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1059
      },
      "coherence_score": 0.8996708393096924,
      "coherence_diagnostics": {
        "tau": 0.8996708393096924,
        "grad_tau": 0.3012374937534332,
        "torsion": 0.0,
        "alignment": -0.3856870234012604,
        "S_field": 0.3864814043045044,
        "Gamma_field": 0.22005654871463776,
        "S_over_Gamma": 1.7562822103500366,
        "Da": 11.685523986816406,
        "E_coh": 0.33542171120643616,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.75,
              47.58
            ],
            [
              -98.71,
              47.56
            ],
            [
              -98.71,
              47.52
            ],
            [
              -98.72,
              47.5
            ],
            [
              -98.74,
              47.49
            ],
            [
              -98.79,
              47.49
            ],
            [
              -98.8,
              47.5
            ],
            [
              -98.8,
              47.54
            ],
            [
              -98.79,
              47.56
            ],
            [
              -98.75,
              47.58
            ]
          ]
        ]
      },
      "raw_probability": 0.1059,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "e6de74fb27bb0cf24a304c9e78193aeab5944e49a55d3d2f5535fed341f200b8",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.1059,
        "probability": 0.001383,
        "confidence_lo": 0.001214,
        "confidence_hi": 0.001383,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b1c4f98a2e2bb0463a22792e2b87d8b388d34d356af5919b98dfaaa7f819040b",
        "signature": {
          "alg": "ed25519",
          "sig": "6675e2c6770c9dd0477670835a151177a9e1b3b012ee235f9e7a6866d9f7afdf23b257902b7fcd7a4b557ac57ab2dd11b7370f6118d6dd32e28ce8bc32ac6b09"
        }
      },
      "receipt_sha256": "b1c4f98a2e2bb0463a22792e2b87d8b388d34d356af5919b98dfaaa7f819040b"
    },
    {
      "storm_id": "267948",
      "lat": 44.122,
      "lon": -76.582,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 143.0,
      "ebshear": 38.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.1204
        },
        {
          "name": "alignment",
          "value": -2.2063
        },
        {
          "name": "tau",
          "value": 1.4947
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1008
      },
      "coherence_score": 1.4947212934494019,
      "coherence_diagnostics": {
        "tau": 1.4947212934494019,
        "grad_tau": 0.16065861284732819,
        "torsion": 0.0,
        "alignment": -2.206332206726074,
        "S_field": 0.21693995594978333,
        "Gamma_field": 0.1567232310771942,
        "S_over_Gamma": 1.3842233419418335,
        "Da": 9.498620986938477,
        "E_coh": 0.04374701902270317,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.6,
              44.15
            ],
            [
              -76.56,
              44.15
            ],
            [
              -76.54,
              44.13
            ],
            [
              -76.54,
              44.1
            ],
            [
              -76.56,
              44.08
            ],
            [
              -76.6,
              44.09
            ],
            [
              -76.6,
              44.11
            ],
            [
              -76.61,
              44.12
            ],
            [
              -76.61,
              44.14
            ],
            [
              -76.6,
              44.15
            ]
          ]
        ]
      },
      "raw_probability": 0.1008,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "3f4076fce32f760256e384f0c54ba90ca9b9551d86250aaf61aecd746b09109e",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.1008,
        "probability": 0.001383,
        "confidence_lo": 0.001214,
        "confidence_hi": 0.001383,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "85b7f8ea89d7d38329fa51b3e0245d7fd082f9a0ebce3c07ae124b56362d5641",
        "signature": {
          "alg": "ed25519",
          "sig": "2503b9845e2f093b9b018e34294388c5894415d6e7ad664814f35ba58cb28eca87c29731083b998b437d245f46433701d0950a9d6e7e737587544596cdc6c706"
        }
      },
      "receipt_sha256": "85b7f8ea89d7d38329fa51b3e0245d7fd082f9a0ebce3c07ae124b56362d5641"
    },
    {
      "storm_id": "268266",
      "lat": 48.0308,
      "lon": -74.1525,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 91.0,
      "ebshear": 38.0,
      "srh01": 16.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.2454
        },
        {
          "name": "alignment",
          "value": -6.4576
        },
        {
          "name": "tau",
          "value": 0.9843
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0983
      },
      "coherence_score": 0.9842880964279175,
      "coherence_diagnostics": {
        "tau": 0.9842880964279175,
        "grad_tau": 0.3232642710208893,
        "torsion": 0.0,
        "alignment": -6.4576029777526855,
        "S_field": 0.3898458778858185,
        "Gamma_field": 0.15422323346138,
        "S_over_Gamma": 2.5278024673461914,
        "Da": 9.532602310180664,
        "E_coh": 0.3705885112285614,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.15,
              48.11
            ],
            [
              -74.08,
              48.11
            ],
            [
              -74.06,
              48.09
            ],
            [
              -74.06,
              48.04
            ],
            [
              -74.08,
              48.0
            ],
            [
              -74.15,
              47.93
            ],
            [
              -74.21,
              47.93
            ],
            [
              -74.23,
              47.96
            ],
            [
              -74.23,
              48.01
            ],
            [
              -74.22,
              48.02
            ],
            [
              -74.21,
              48.06
            ],
            [
              -74.15,
              48.11
            ]
          ]
        ]
      },
      "raw_probability": 0.0983,
      "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": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "d095f53ca16275d0d523f8c40e694ab400fb5cdd4f76e3fb663c1824f8f1cce0",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0983,
        "probability": 0.001342,
        "confidence_lo": 0.001214,
        "confidence_hi": 0.001342,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8245398f21053e47d61a79a0a5f69255dc53e8d212e5f2ce15876e49acee4ec8",
        "signature": {
          "alg": "ed25519",
          "sig": "f0134733c9a4bb3014c55b88bf558af372d0186ff03a84c392d9d365ca80f5cfbd1db4abb0415de472f67a49ea16cfdf09207a49c1663ec71767eda73dd81b0e"
        }
      },
      "receipt_sha256": "8245398f21053e47d61a79a0a5f69255dc53e8d212e5f2ce15876e49acee4ec8"
    },
    {
      "storm_id": "268242",
      "lat": 48.8111,
      "lon": -95.2656,
      "motion_east": 10.1,
      "motion_south": -8.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1495.0,
      "ebshear": 39.0,
      "srh01": 4.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.6204
        },
        {
          "name": "alignment",
          "value": 2.1346
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0963
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.500832200050354,
        "torsion": 0.0,
        "alignment": 2.1345996856689453,
        "S_field": 0.2696562707424164,
        "Gamma_field": 0.25922322273254395,
        "S_over_Gamma": 1.0402473211288452,
        "Da": 13.317062377929688,
        "E_coh": 0.35159796476364136,
        "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": [
          [
            [
              -95.29,
              48.85
            ],
            [
              -95.25,
              48.85
            ],
            [
              -95.22,
              48.83
            ],
            [
              -95.22,
              48.78
            ],
            [
              -95.23,
              48.77
            ],
            [
              -95.27,
              48.76
            ],
            [
              -95.31,
              48.79
            ],
            [
              -95.31,
              48.82
            ],
            [
              -95.29,
              48.85
            ]
          ]
        ]
      },
      "raw_probability": 0.0963,
      "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": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "f75cb5b97269efb9f942ccda4e63b1fbfea105bb267fc307112f33b2176aba1d",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0963,
        "probability": 0.001288,
        "confidence_lo": 0.001214,
        "confidence_hi": 0.001288,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "93e0810c1b4d167b7a0baecc312e0d120f72afe825bee3b5d08d3cd5615d3f9d",
        "signature": {
          "alg": "ed25519",
          "sig": "05e292f204384242f3abcc7de6ea4f8de6de0f286da44c6b8c868bbaff77525d3c28107cec29d958a0ead54278e895bdc7381b32663eaa114d1465743f65eb0c"
        }
      },
      "receipt_sha256": "93e0810c1b4d167b7a0baecc312e0d120f72afe825bee3b5d08d3cd5615d3f9d"
    },
    {
      "storm_id": "268461",
      "lat": 27.9282,
      "lon": -93.46,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3516.0,
      "ebshear": 10.0,
      "srh01": 5.0,
      "maxllaz": 0.001,
      "mesh": 0.25,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.9954
        },
        {
          "name": "alignment",
          "value": -2.662
        },
        {
          "name": "tau",
          "value": 0.8606
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0938
      },
      "coherence_score": 0.8605666160583496,
      "coherence_diagnostics": {
        "tau": 0.8605666160583496,
        "grad_tau": 0.3780743181705475,
        "torsion": -2.760148776204119e-09,
        "alignment": -2.662017345428467,
        "S_field": 0.19389608502388,
        "Gamma_field": 0.834223210811615,
        "S_over_Gamma": 0.23242710530757904,
        "Da": 50.742835998535156,
        "E_coh": 0.7067607045173645,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.48,
              27.97
            ],
            [
              -93.44,
              27.97
            ],
            [
              -93.42,
              27.93
            ],
            [
              -93.42,
              27.9
            ],
            [
              -93.43,
              27.89
            ],
            [
              -93.46,
              27.89
            ],
            [
              -93.48,
              27.9
            ],
            [
              -93.48,
              27.92
            ],
            [
              -93.49,
              27.93
            ],
            [
              -93.48,
              27.94
            ],
            [
              -93.48,
              27.97
            ]
          ]
        ]
      },
      "raw_probability": 0.0938,
      "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": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "5ce373ece645c7ebdc134d4704befe6c9781434e4b2ba13634cf317a2538ef50",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0938,
        "probability": 0.001272,
        "confidence_lo": 0.001214,
        "confidence_hi": 0.001272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "deb4de0eb60cc75ffdc05c204307ad397087b90626a43008c59e2b808f3a13e7",
        "signature": {
          "alg": "ed25519",
          "sig": "c6e6d31e60125ffce07fe1b0f2ae4e49d756a2d5c68b154cd447378e47c7f2b62299ea6f37f9cc128e1c835da834f9acd1e7c1a1ab143f6fcc31e8818cc33508"
        }
      },
      "receipt_sha256": "deb4de0eb60cc75ffdc05c204307ad397087b90626a43008c59e2b808f3a13e7"
    },
    {
      "storm_id": "268616",
      "lat": 27.952,
      "lon": -93.747,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3191.0,
      "ebshear": 11.0,
      "srh01": 9.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.9954
        },
        {
          "name": "alignment",
          "value": -2.662
        },
        {
          "name": "tau",
          "value": 0.8606
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0938
      },
      "coherence_score": 0.8605666160583496,
      "coherence_diagnostics": {
        "tau": 0.8605666160583496,
        "grad_tau": 0.3780743181705475,
        "torsion": -2.760148776204119e-09,
        "alignment": -2.662017345428467,
        "S_field": 0.19389608502388,
        "Gamma_field": 0.834223210811615,
        "S_over_Gamma": 0.23242710530757904,
        "Da": 50.742835998535156,
        "E_coh": 0.7067607045173645,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.76,
              27.99
            ],
            [
              -93.71,
              27.99
            ],
            [
              -93.7,
              27.98
            ],
            [
              -93.71,
              27.92
            ],
            [
              -93.73,
              27.9
            ],
            [
              -93.75,
              27.9
            ],
            [
              -93.78,
              27.92
            ],
            [
              -93.78,
              27.96
            ],
            [
              -93.79,
              27.97
            ],
            [
              -93.76,
              27.99
            ]
          ]
        ]
      },
      "raw_probability": 0.0938,
      "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": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "5ce373ece645c7ebdc134d4704befe6c9781434e4b2ba13634cf317a2538ef50",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0938,
        "probability": 0.001272,
        "confidence_lo": 0.001214,
        "confidence_hi": 0.001272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "deb4de0eb60cc75ffdc05c204307ad397087b90626a43008c59e2b808f3a13e7",
        "signature": {
          "alg": "ed25519",
          "sig": "c6e6d31e60125ffce07fe1b0f2ae4e49d756a2d5c68b154cd447378e47c7f2b62299ea6f37f9cc128e1c835da834f9acd1e7c1a1ab143f6fcc31e8818cc33508"
        }
      },
      "receipt_sha256": "deb4de0eb60cc75ffdc05c204307ad397087b90626a43008c59e2b808f3a13e7"
    },
    {
      "storm_id": "268440",
      "lat": 28.36,
      "lon": -83.608,
      "motion_east": 4.2,
      "motion_south": 0.2,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2497.0,
      "ebshear": 20.0,
      "srh01": 44.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.8704
        },
        {
          "name": "alignment",
          "value": 1.9245
        },
        {
          "name": "tau",
          "value": 3.1963
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0919
      },
      "coherence_score": 3.1962716579437256,
      "coherence_diagnostics": {
        "tau": 3.1962716579437256,
        "grad_tau": 0.08409231901168823,
        "torsion": 0.0,
        "alignment": 1.924523115158081,
        "S_field": 0.9449968934059143,
        "Gamma_field": 0.19755655527114868,
        "S_over_Gamma": 4.7834248542785645,
        "Da": 13.481815338134766,
        "E_coh": 0.9877505302429199,
        "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": [
          [
            [
              -83.57,
              28.42
            ],
            [
              -83.56,
              28.41
            ],
            [
              -83.56,
              28.38
            ],
            [
              -83.57,
              28.36
            ],
            [
              -83.61,
              28.33
            ],
            [
              -83.62,
              28.3
            ],
            [
              -83.64,
              28.3
            ],
            [
              -83.65,
              28.29
            ],
            [
              -83.67,
              28.31
            ],
            [
              -83.66,
              28.33
            ],
            [
              -83.66,
              28.36
            ],
            [
              -83.62,
              28.39
            ],
            [
              -83.59,
              28.39
            ],
            [
              -83.57,
              28.41
            ],
            [
              -83.57,
              28.42
            ]
          ]
        ]
      },
      "raw_probability": 0.0919,
      "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": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "f419916b59930f4676e8a184fc410cf646b8b729ea37476ee9c6348747ff79f4",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0919,
        "probability": 0.001272,
        "confidence_lo": 0.001214,
        "confidence_hi": 0.001272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9cffae6f145b80451d0cdf42e6ffafd76de112f81f7dd7a6b0c3b3e01642e1c4",
        "signature": {
          "alg": "ed25519",
          "sig": "c792f3cb7868f580ee2e8792910ab040a5c5185be722aeb624abc5617e761e85f90912e1e871c920c84d09bfc37da837a1cbc094b87a0e6af0597f8bb4373603"
        }
      },
      "receipt_sha256": "9cffae6f145b80451d0cdf42e6ffafd76de112f81f7dd7a6b0c3b3e01642e1c4"
    },
    {
      "storm_id": "268555",
      "lat": 49.2375,
      "lon": -95.41,
      "motion_east": 10.8,
      "motion_south": -10.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 437.0,
      "ebshear": 24.0,
      "srh01": 15.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.6204
        },
        {
          "name": "alignment",
          "value": 2.1346
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.091
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.500832200050354,
        "torsion": 0.0,
        "alignment": 2.1345996856689453,
        "S_field": 0.2696562707424164,
        "Gamma_field": 0.25922322273254395,
        "S_over_Gamma": 1.0402473211288452,
        "Da": 13.317062377929688,
        "E_coh": 0.35159796476364136,
        "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": [
          [
            [
              -95.46,
              49.34
            ],
            [
              -95.37,
              49.34
            ],
            [
              -95.33,
              49.32
            ],
            [
              -95.33,
              49.27
            ],
            [
              -95.35,
              49.24
            ],
            [
              -95.33,
              49.2
            ],
            [
              -95.33,
              49.18
            ],
            [
              -95.41,
              49.11
            ],
            [
              -95.45,
              49.11
            ],
            [
              -95.46,
              49.12
            ],
            [
              -95.46,
              49.18
            ],
            [
              -95.43,
              49.22
            ],
            [
              -95.43,
              49.23
            ],
            [
              -95.48,
              49.27
            ],
            [
              -95.48,
              49.33
            ],
            [
              -95.46,
              49.34
            ]
          ]
        ]
      },
      "raw_probability": 0.091,
      "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": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "bca211edce516986fbd93b1cd07d9a1f30b157b83c543ceba653912229348edb",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.091,
        "probability": 0.001272,
        "confidence_lo": 0.001214,
        "confidence_hi": 0.001272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "725e63193ea85e417918c332df86591c0344f23ca5967b9120a69ba00c5d8185",
        "signature": {
          "alg": "ed25519",
          "sig": "226613710d51313a94fc611ddbe3ca5237ce468c15ba7e803479f35df721f3284691f18c945b71348e031aed48266df0fbbf847810cfd943d29eb0c1762df004"
        }
      },
      "receipt_sha256": "725e63193ea85e417918c332df86591c0344f23ca5967b9120a69ba00c5d8185"
    },
    {
      "storm_id": "268626",
      "lat": 47.8518,
      "lon": -112.5927,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 11.0,
      "ebshear": 5.0,
      "srh01": 38.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 10.9954
        },
        {
          "name": "alignment",
          "value": 7.6201
        },
        {
          "name": "tau",
          "value": 0.4559
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.09
      },
      "coherence_score": 0.45591697096824646,
      "coherence_diagnostics": {
        "tau": 0.45591697096824646,
        "grad_tau": 0.17568649351596832,
        "torsion": 0.0,
        "alignment": 7.620062351226807,
        "S_field": 0.11862698942422867,
        "Gamma_field": 0.22255656123161316,
        "S_over_Gamma": 0.533019483089447,
        "Da": 12.784014701843262,
        "E_coh": 0.3847387433052063,
        "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": [
          [
            [
              -112.59,
              47.89
            ],
            [
              -112.53,
              47.89
            ],
            [
              -112.53,
              47.85
            ],
            [
              -112.54,
              47.83
            ],
            [
              -112.59,
              47.8
            ],
            [
              -112.63,
              47.8
            ],
            [
              -112.65,
              47.81
            ],
            [
              -112.65,
              47.85
            ],
            [
              -112.62,
              47.88
            ],
            [
              -112.6,
              47.88
            ],
            [
              -112.59,
              47.89
            ]
          ]
        ]
      },
      "raw_probability": 0.09,
      "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": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "e6823679a06ef68a2dea5cd399ba9316e56729ba162c676477489d5057f02f6e",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.09,
        "probability": 0.001272,
        "confidence_lo": 0.001214,
        "confidence_hi": 0.001272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5d18795ac70aacc84865dc6770680177adaa94747953a379b976513e6fc24e7b",
        "signature": {
          "alg": "ed25519",
          "sig": "85c61f605c399a62e62ece49c34ec8263e4378549d5edd24d6abbb15d4309632b41a3942351f2c147565ff1eb902ff9de67c6eea122ef9d49df8b2b7b002fa04"
        }
      },
      "receipt_sha256": "5d18795ac70aacc84865dc6770680177adaa94747953a379b976513e6fc24e7b"
    },
    {
      "storm_id": "268653",
      "lat": 43.5467,
      "lon": -77.2756,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 78.0,
      "ebshear": 21.0,
      "srh01": 4.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.7454
        },
        {
          "name": "alignment",
          "value": 0.2894
        },
        {
          "name": "tau",
          "value": 1.3489
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.09
      },
      "coherence_score": 1.3489302396774292,
      "coherence_diagnostics": {
        "tau": 1.3489302396774292,
        "grad_tau": 0.1617015153169632,
        "torsion": 0.0,
        "alignment": 0.289392352104187,
        "S_field": 0.20349934697151184,
        "Gamma_field": 0.1608898937702179,
        "S_over_Gamma": 1.264836072921753,
        "Da": 8.836834907531738,
        "E_coh": 0.34450167417526245,
        "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": [
          [
            [
              -77.29,
              43.58
            ],
            [
              -77.25,
              43.58
            ],
            [
              -77.24,
              43.56
            ],
            [
              -77.24,
              43.54
            ],
            [
              -77.26,
              43.5
            ],
            [
              -77.29,
              43.5
            ],
            [
              -77.31,
              43.52
            ],
            [
              -77.31,
              43.56
            ],
            [
              -77.29,
              43.58
            ]
          ]
        ]
      },
      "raw_probability": 0.09,
      "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": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "e6823679a06ef68a2dea5cd399ba9316e56729ba162c676477489d5057f02f6e",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.09,
        "probability": 0.001272,
        "confidence_lo": 0.001214,
        "confidence_hi": 0.001272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5d18795ac70aacc84865dc6770680177adaa94747953a379b976513e6fc24e7b",
        "signature": {
          "alg": "ed25519",
          "sig": "85c61f605c399a62e62ece49c34ec8263e4378549d5edd24d6abbb15d4309632b41a3942351f2c147565ff1eb902ff9de67c6eea122ef9d49df8b2b7b002fa04"
        }
      },
      "receipt_sha256": "5d18795ac70aacc84865dc6770680177adaa94747953a379b976513e6fc24e7b"
    },
    {
      "storm_id": "268355",
      "lat": 50.1009,
      "lon": -70.0082,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.8704
        },
        {
          "name": "alignment",
          "value": -6.5529
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0884
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5314902663230896,
        "torsion": 0.0,
        "alignment": -6.552900314331055,
        "S_field": 0.2867754101753235,
        "Gamma_field": 0.17338989675045013,
        "S_over_Gamma": 1.6539337635040283,
        "Da": 10.60134506225586,
        "E_coh": 0.23092107474803925,
        "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": [
          [
            [
              -70.03,
              50.17
            ],
            [
              -70.0,
              50.17
            ],
            [
              -69.98,
              50.16
            ],
            [
              -69.94,
              50.1
            ],
            [
              -69.94,
              50.07
            ],
            [
              -69.95,
              50.05
            ],
            [
              -70.03,
              50.01
            ],
            [
              -70.05,
              50.02
            ],
            [
              -70.07,
              50.06
            ],
            [
              -70.07,
              50.13
            ],
            [
              -70.03,
              50.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0884,
      "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": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "a8ce0b2d70004658cb4dfbb4a9d5689c7aa37957e1fb59047e95ad1cc120c5af",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0884,
        "probability": 0.001272,
        "confidence_lo": 0.001214,
        "confidence_hi": 0.001272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "21efc31c3dbe46a4f7257c84ab47fee8c094749b502c907e2fc66ce4cad012de",
        "signature": {
          "alg": "ed25519",
          "sig": "91690abc5e2b40fa1f396d20dce8b8cf82c75484719892288d679fd8801fe7f0e012727d202ac073e56a61792359c3afe30e5d2fe52e0595b4510ec079ec9c0a"
        }
      },
      "receipt_sha256": "21efc31c3dbe46a4f7257c84ab47fee8c094749b502c907e2fc66ce4cad012de"
    },
    {
      "storm_id": "268479",
      "lat": 50.5259,
      "lon": -67.1118,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.2454
        },
        {
          "name": "alignment",
          "value": -5.2404
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.088
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.24223700165748596,
        "torsion": 0.0,
        "alignment": -5.240400314331055,
        "S_field": 0.1557033509016037,
        "Gamma_field": 0.15338990092277527,
        "S_over_Gamma": 1.0150821208953857,
        "Da": 9.485285758972168,
        "E_coh": 0.4611130356788635,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -67.08,
              50.59
            ],
            [
              -67.03,
              50.59
            ],
            [
              -67.03,
              50.54
            ],
            [
              -67.04,
              50.53
            ],
            [
              -67.08,
              50.53
            ],
            [
              -67.1,
              50.51
            ],
            [
              -67.11,
              50.47
            ],
            [
              -67.12,
              50.46
            ],
            [
              -67.16,
              50.45
            ],
            [
              -67.17,
              50.47
            ],
            [
              -67.21,
              50.48
            ],
            [
              -67.21,
              50.54
            ],
            [
              -67.2,
              50.55
            ],
            [
              -67.11,
              50.55
            ],
            [
              -67.09,
              50.54
            ],
            [
              -67.08,
              50.55
            ],
            [
              -67.08,
              50.59
            ]
          ]
        ]
      },
      "raw_probability": 0.088,
      "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": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "c01c257e9f8eed4e55385b8eb63d8bdff430b53cefb425935b49368171f2eb96",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.088,
        "probability": 0.001272,
        "confidence_lo": 0.001214,
        "confidence_hi": 0.001272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "df06b26c320852bd6344c3a52d0c84b17000d38f22b37f5fec4277a81d54b364",
        "signature": {
          "alg": "ed25519",
          "sig": "aa0a1777b5c16feef8e9222bb02282d64be1fc7d170094e8a84ed868372bd9081dbeef2df3aded38db741c00a87923c05a90550d7d310eb21397999cbba6680a"
        }
      },
      "receipt_sha256": "df06b26c320852bd6344c3a52d0c84b17000d38f22b37f5fec4277a81d54b364"
    },
    {
      "storm_id": "267662",
      "lat": 35.98,
      "lon": -75.1933,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1875.0,
      "ebshear": 17.0,
      "srh01": 56.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 56.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.8704
        },
        {
          "name": "alignment",
          "value": 2.4016
        },
        {
          "name": "tau",
          "value": 2.4377
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0877
      },
      "coherence_score": 2.4377386569976807,
      "coherence_diagnostics": {
        "tau": 2.4377386569976807,
        "grad_tau": 0.3051791787147522,
        "torsion": 0.0,
        "alignment": 2.4016318321228027,
        "S_field": 0.44016575813293457,
        "Gamma_field": 0.15422323346138,
        "S_over_Gamma": 2.8540821075439453,
        "Da": 9.255742073059082,
        "E_coh": 0.6845869421958923,
        "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": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.22,
              36.02
            ],
            [
              -75.18,
              36.02
            ],
            [
              -75.14,
              35.99
            ],
            [
              -75.14,
              35.95
            ],
            [
              -75.16,
              35.93
            ],
            [
              -75.2,
              35.93
            ],
            [
              -75.24,
              35.96
            ],
            [
              -75.24,
              36.0
            ],
            [
              -75.22,
              36.02
            ]
          ]
        ]
      },
      "raw_probability": 0.0877,
      "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": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "08eb283d3139259edf6c8869c774006b7cb80d5df45e928f69379a3fbeef751d",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0877,
        "probability": 0.001272,
        "confidence_lo": 0.001214,
        "confidence_hi": 0.001272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "75cfc0b5c45f5fef56227233621800e124d06085a1096a71c2a124221c6043d5",
        "signature": {
          "alg": "ed25519",
          "sig": "0c2b5bb05fc13976707103bc1a88905ae7bf4ea2b729d42ca2f9de7e9ef0da2d9d4b343890fc0022c77d0c31b3c18fd4e6acd01271239bda182dc9c2fd933e0e"
        }
      },
      "receipt_sha256": "75cfc0b5c45f5fef56227233621800e124d06085a1096a71c2a124221c6043d5"
    },
    {
      "storm_id": "268510",
      "lat": 48.9831,
      "lon": -73.8338,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 89.0,
      "ebshear": 26.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.6204
        },
        {
          "name": "alignment",
          "value": 7.3221
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.087
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5817012786865234,
        "torsion": 0.0,
        "alignment": 7.322099685668945,
        "S_field": 0.3158496916294098,
        "Gamma_field": 0.1675565540790558,
        "S_over_Gamma": 1.885033369064331,
        "Da": 10.461915016174316,
        "E_coh": 0.3614911437034607,
        "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": [
          [
            [
              -73.81,
              49.04
            ],
            [
              -73.79,
              49.04
            ],
            [
              -73.79,
              49.0
            ],
            [
              -73.8,
              48.98
            ],
            [
              -73.82,
              48.97
            ],
            [
              -73.83,
              48.95
            ],
            [
              -73.84,
              48.95
            ],
            [
              -73.86,
              48.93
            ],
            [
              -73.88,
              48.93
            ],
            [
              -73.89,
              48.95
            ],
            [
              -73.88,
              48.99
            ],
            [
              -73.84,
              49.01
            ],
            [
              -73.81,
              49.04
            ]
          ]
        ]
      },
      "raw_probability": 0.087,
      "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": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "3d426f48801132d15200e2a248dd4ba1ee293266ae6015bebfa628d0a243c7e5",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.087,
        "probability": 0.001272,
        "confidence_lo": 0.001214,
        "confidence_hi": 0.001272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4b044ebf326e8e8e248113dc428ed112f14a0036f7a21fd75af81575f365b031",
        "signature": {
          "alg": "ed25519",
          "sig": "79f392546e9d07773dc8b4af2d07e9a1bceb63ddc51c8cee7e6643a19e384bf3215010ed09db70cacced7646ae26f0c1931f09f1db92daae6df52ddfb9c4a80c"
        }
      },
      "receipt_sha256": "4b044ebf326e8e8e248113dc428ed112f14a0036f7a21fd75af81575f365b031"
    },
    {
      "storm_id": "268621",
      "lat": 49.874,
      "lon": -67.005,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.2454
        },
        {
          "name": "alignment",
          "value": -5.2404
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.084
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.24223700165748596,
        "torsion": 0.0,
        "alignment": -5.240400314331055,
        "S_field": 0.1557033509016037,
        "Gamma_field": 0.15338990092277527,
        "S_over_Gamma": 1.0150821208953857,
        "Da": 9.485285758972168,
        "E_coh": 0.4611130356788635,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -67.03,
              49.91
            ],
            [
              -67.0,
              49.9
            ],
            [
              -67.0,
              49.88
            ],
            [
              -66.97,
              49.85
            ],
            [
              -66.96,
              49.85
            ],
            [
              -66.96,
              49.84
            ],
            [
              -67.02,
              49.84
            ],
            [
              -67.04,
              49.86
            ],
            [
              -67.04,
              49.9
            ],
            [
              -67.03,
              49.91
            ]
          ]
        ]
      },
      "raw_probability": 0.084,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "0da98d16d045b61817a780fe81a35c2ab61ebb1257ba5e83177d8a993527916e",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.084,
        "probability": 0.001257,
        "confidence_lo": 0.000964,
        "confidence_hi": 0.001258,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a824ecb70032c68373f86dc6056ab846868cad58c6f6254e1176b9b4e5e58274",
        "signature": {
          "alg": "ed25519",
          "sig": "2e5ec727ffd5ad24167e77710ab687785508e2ae99e1d0b6755e166081eb735b4f8e908dbc0b922642421401077007aad70974e39fba46720d169c1bda101c01"
        }
      },
      "receipt_sha256": "a824ecb70032c68373f86dc6056ab846868cad58c6f6254e1176b9b4e5e58274"
    },
    {
      "storm_id": "268554",
      "lat": 50.9212,
      "lon": -109.4624,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 10.0,
      "ebshear": 4.0,
      "srh01": 28.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 9.7454
        },
        {
          "name": "alignment",
          "value": 6.3221
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0821
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.2992418110370636,
        "torsion": 0.0,
        "alignment": 6.322099685668945,
        "S_field": 0.1309899389743805,
        "Gamma_field": 0.1750565618276596,
        "S_over_Gamma": 0.7482720613479614,
        "Da": 10.811807632446289,
        "E_coh": 0.6043550372123718,
        "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": [
          [
            [
              -109.55,
              50.96
            ],
            [
              -109.23,
              50.96
            ],
            [
              -109.26,
              50.94
            ],
            [
              -109.29,
              50.94
            ],
            [
              -109.3,
              50.93
            ],
            [
              -109.35,
              50.93
            ],
            [
              -109.36,
              50.92
            ],
            [
              -109.45,
              50.91
            ],
            [
              -109.46,
              50.9
            ],
            [
              -109.49,
              50.9
            ],
            [
              -109.5,
              50.89
            ],
            [
              -109.6,
              50.89
            ],
            [
              -109.61,
              50.88
            ],
            [
              -109.64,
              50.88
            ],
            [
              -109.64,
              50.93
            ],
            [
              -109.58,
              50.94
            ],
            [
              -109.55,
              50.96
            ]
          ]
        ]
      },
      "raw_probability": 0.0821,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "add69824c388cd06e018d2ee8aac903816be00dec70163ad6a7bb8d72cc3e30d",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0821,
        "probability": 0.001227,
        "confidence_lo": 0.000962,
        "confidence_hi": 0.001228,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5cca7ad0ec4b1e33ec5f5d48dc5aae6fdee0a1aee72c8b185a53d2369394861c",
        "signature": {
          "alg": "ed25519",
          "sig": "6c5afde06155b5d6116a992217e96b668331fd655784a7feb57ddc91081f5dd53229d27989fd1bcac222323b38273f9306c7286fceed034303cae29b5d1c3d0d"
        }
      },
      "receipt_sha256": "5cca7ad0ec4b1e33ec5f5d48dc5aae6fdee0a1aee72c8b185a53d2369394861c"
    },
    {
      "storm_id": "268240",
      "lat": 50.3718,
      "lon": -67.4355,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.2454
        },
        {
          "name": "alignment",
          "value": -5.2404
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0816
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.24223700165748596,
        "torsion": 0.0,
        "alignment": -5.240400314331055,
        "S_field": 0.1557033509016037,
        "Gamma_field": 0.15338990092277527,
        "S_over_Gamma": 1.0150821208953857,
        "Da": 9.485285758972168,
        "E_coh": 0.4611130356788635,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -67.43,
              50.4
            ],
            [
              -67.4,
              50.4
            ],
            [
              -67.39,
              50.39
            ],
            [
              -67.39,
              50.35
            ],
            [
              -67.42,
              50.33
            ],
            [
              -67.47,
              50.33
            ],
            [
              -67.48,
              50.34
            ],
            [
              -67.48,
              50.37
            ],
            [
              -67.46,
              50.39
            ],
            [
              -67.44,
              50.39
            ],
            [
              -67.43,
              50.4
            ]
          ]
        ]
      },
      "raw_probability": 0.0816,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "8ce8f9cab9d4b6730db9a8dcd6def592187bb22fb65e1a65f5c4fdbc5beb5d48",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0816,
        "probability": 0.001227,
        "confidence_lo": 0.000962,
        "confidence_hi": 0.001228,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2bcfdc51bcb6681d5cd6494d6a8dcf27033aef026b2a33cafd27f56e78c874fb",
        "signature": {
          "alg": "ed25519",
          "sig": "583dcbd12e4319b6dad607e629d56bf0e9a117cfca73a3a3e20ccafc292139e01fd7ffbf37be39f22b8cdf2c6ecaada607573b207715d1839c1bbe09ba619c03"
        }
      },
      "receipt_sha256": "2bcfdc51bcb6681d5cd6494d6a8dcf27033aef026b2a33cafd27f56e78c874fb"
    },
    {
      "storm_id": "268499",
      "lat": 34.431,
      "lon": -75.861,
      "motion_east": 7.2,
      "motion_south": -7.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2029.0,
      "ebshear": 13.0,
      "srh01": 27.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.9954
        },
        {
          "name": "alignment",
          "value": -0.8873
        },
        {
          "name": "tau",
          "value": 2.6152
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0814
      },
      "coherence_score": 2.6151745319366455,
      "coherence_diagnostics": {
        "tau": 2.6151745319366455,
        "grad_tau": 0.32095882296562195,
        "torsion": 0.0,
        "alignment": -0.8872911930084229,
        "S_field": 0.32494065165519714,
        "Gamma_field": 0.2717232406139374,
        "S_over_Gamma": 1.1958515644073486,
        "Da": 16.326745986938477,
        "E_coh": 0.6355429291725159,
        "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": [
          [
            [
              -75.87,
              34.46
            ],
            [
              -75.83,
              34.45
            ],
            [
              -75.84,
              34.44
            ],
            [
              -75.83,
              34.43
            ],
            [
              -75.85,
              34.39
            ],
            [
              -75.87,
              34.39
            ],
            [
              -75.89,
              34.41
            ],
            [
              -75.89,
              34.43
            ],
            [
              -75.87,
              34.45
            ],
            [
              -75.87,
              34.46
            ]
          ]
        ]
      },
      "raw_probability": 0.0814,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "f94e70b01b8e613b8b4206fee90482f55c3f31f0713c3590c96c3c3cdbe5e8da",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0814,
        "probability": 0.001227,
        "confidence_lo": 0.000962,
        "confidence_hi": 0.001228,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4d4ee1dc6821869c478e42666bc6fb3579f479866a75ab02542158969b2231ee",
        "signature": {
          "alg": "ed25519",
          "sig": "00a615dd7eaeaaf2a649ccac388300f2b50a10df88010b0959bc3d75b3fbdf8af645515d70fe9fa6d3884869fede1f522e1c0231df8e39946f51e8eb5c11260e"
        }
      },
      "receipt_sha256": "4d4ee1dc6821869c478e42666bc6fb3579f479866a75ab02542158969b2231ee"
    },
    {
      "storm_id": "268509",
      "lat": 49.1514,
      "lon": -71.8371,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 22.0,
      "ebshear": 21.0,
      "srh01": 18.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.1204
        },
        {
          "name": "alignment",
          "value": -7.8029
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0807
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5819826722145081,
        "torsion": 0.0,
        "alignment": -7.802900314331055,
        "S_field": 0.29198750853538513,
        "Gamma_field": 0.15005655586719513,
        "S_over_Gamma": 1.9458497762680054,
        "Da": 8.93565845489502,
        "E_coh": 0.609921932220459,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -71.84,
              49.19
            ],
            [
              -71.8,
              49.17
            ],
            [
              -71.8,
              49.11
            ],
            [
              -71.82,
              49.1
            ],
            [
              -71.88,
              49.13
            ],
            [
              -71.88,
              49.17
            ],
            [
              -71.84,
              49.19
            ]
          ]
        ]
      },
      "raw_probability": 0.0807,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "57511f86124ac0dff05e0d1cffbe2ee9d60b397f80b440277871451870fcd0ec",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0807,
        "probability": 0.001214,
        "confidence_lo": 0.000798,
        "confidence_hi": 0.001215,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "33b1ee5b79aa377ac74ad086553ea3fecca9df08a027d467d8d253ec34905b0a",
        "signature": {
          "alg": "ed25519",
          "sig": "b6f0e4b08ef10e3a02662d25d0c2b790dcedced97e4fb118db0bd9b7b62a5d0d884f367d05dbeb05f4a4e4516830add01a565be6b27c03eafc14df361256b009"
        }
      },
      "receipt_sha256": "33b1ee5b79aa377ac74ad086553ea3fecca9df08a027d467d8d253ec34905b0a"
    },
    {
      "storm_id": "268316",
      "lat": 49.3742,
      "lon": -71.9915,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 15.0,
      "ebshear": 27.0,
      "srh01": 1.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.1204
        },
        {
          "name": "alignment",
          "value": -7.8029
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0785
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5819826722145081,
        "torsion": 0.0,
        "alignment": -7.802900314331055,
        "S_field": 0.29198750853538513,
        "Gamma_field": 0.15005655586719513,
        "S_over_Gamma": 1.9458497762680054,
        "Da": 8.93565845489502,
        "E_coh": 0.609921932220459,
        "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": [
          [
            [
              -71.98,
              49.48
            ],
            [
              -71.91,
              49.46
            ],
            [
              -71.9,
              49.45
            ],
            [
              -71.9,
              49.42
            ],
            [
              -71.89,
              49.41
            ],
            [
              -71.9,
              49.4
            ],
            [
              -71.9,
              49.38
            ],
            [
              -71.89,
              49.37
            ],
            [
              -71.88,
              49.3
            ],
            [
              -71.9,
              49.27
            ],
            [
              -71.92,
              49.27
            ],
            [
              -71.93,
              49.26
            ],
            [
              -71.95,
              49.26
            ],
            [
              -71.99,
              49.3
            ],
            [
              -72.05,
              49.31
            ],
            [
              -72.06,
              49.32
            ],
            [
              -72.1,
              49.32
            ],
            [
              -72.12,
              49.33
            ],
            [
              -72.13,
              49.35
            ],
            [
              -72.13,
              49.39
            ],
            [
              -72.12,
              49.4
            ],
            [
              -72.12,
              49.42
            ],
            [
              -72.1,
              49.44
            ],
            [
              -72.04,
              49.47
            ],
            [
              -71.99,
              49.47
            ],
            [
              -71.98,
              49.48
            ]
          ]
        ]
      },
      "raw_probability": 0.0785,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "1b0d38f05d2e4ccd96213ffbcbe63b282ea60e31b232931feedf811723792818",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0785,
        "probability": 0.000984,
        "confidence_lo": 0.000798,
        "confidence_hi": 0.000984,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1d969267354d8acc7de2f699dec35c4f332e9789abd7ba430768612c6ee6e183",
        "signature": {
          "alg": "ed25519",
          "sig": "37be56d87fc5693cfc83b999d35c4bbfa004ae9525472fa9a7ab4d9d0f42459489ca6a0f24f2d3ef9ccb616c6ad821f325e089c2206659ed3dcf306e89987202"
        }
      },
      "receipt_sha256": "1d969267354d8acc7de2f699dec35c4f332e9789abd7ba430768612c6ee6e183"
    },
    {
      "storm_id": "268604",
      "lat": 26.7531,
      "lon": -81.9262,
      "motion_east": 4.9,
      "motion_south": -4.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3346.0,
      "ebshear": 15.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.1204
        },
        {
          "name": "alignment",
          "value": -1.8052
        },
        {
          "name": "tau",
          "value": 2.4208
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0769
      },
      "coherence_score": 2.4207968711853027,
      "coherence_diagnostics": {
        "tau": 2.4207968711853027,
        "grad_tau": 0.7838307023048401,
        "torsion": 0.0,
        "alignment": -1.8052012920379639,
        "S_field": 0.926804780960083,
        "Gamma_field": 0.19838988780975342,
        "S_over_Gamma": 4.671633243560791,
        "Da": 12.628091812133789,
        "E_coh": 0.9396814107894897,
        "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": [
          [
            [
              -81.94,
              26.8
            ],
            [
              -81.88,
              26.8
            ],
            [
              -81.86,
              26.79
            ],
            [
              -81.87,
              26.73
            ],
            [
              -81.89,
              26.71
            ],
            [
              -81.92,
              26.71
            ],
            [
              -81.93,
              26.7
            ],
            [
              -81.96,
              26.72
            ],
            [
              -81.96,
              26.74
            ],
            [
              -81.97,
              26.75
            ],
            [
              -81.96,
              26.76
            ],
            [
              -81.96,
              26.78
            ],
            [
              -81.94,
              26.8
            ]
          ]
        ]
      },
      "raw_probability": 0.0769,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "6becc143266533f46ff2c59e26c2f33ac2689a7391ac01972be18a5166d6bd8c",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0769,
        "probability": 0.000984,
        "confidence_lo": 0.000798,
        "confidence_hi": 0.000984,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b40ce56dda316ea7e220877be5dad6581003c68146e0e97c17995098d2a7b2b1",
        "signature": {
          "alg": "ed25519",
          "sig": "6abf162bedb40d337a3920c4ceb46417ed0ddacc45a27a5a0f391edf5a5b76e7ae7cea3a695f1a949d5100bf2a88e031f7bc35210da0c2a162f7f32fd0917502"
        }
      },
      "receipt_sha256": "b40ce56dda316ea7e220877be5dad6581003c68146e0e97c17995098d2a7b2b1"
    },
    {
      "storm_id": "268511",
      "lat": 48.3445,
      "lon": -73.0943,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 42.0,
      "ebshear": 25.0,
      "srh01": 25.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.7454
        },
        {
          "name": "alignment",
          "value": -7.4896
        },
        {
          "name": "tau",
          "value": 0.5692
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0755
      },
      "coherence_score": 0.5692238807678223,
      "coherence_diagnostics": {
        "tau": 0.5692238807678223,
        "grad_tau": 0.48541828989982605,
        "torsion": 0.0,
        "alignment": -7.4896240234375,
        "S_field": 0.23859545588493347,
        "Gamma_field": 0.15338990092277527,
        "S_over_Gamma": 1.5554834604263306,
        "Da": 9.262543678283691,
        "E_coh": 0.5258356928825378,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -73.13,
              48.41
            ],
            [
              -73.12,
              48.41
            ],
            [
              -73.11,
              48.41
            ],
            [
              -73.1,
              48.4
            ],
            [
              -73.09,
              48.4
            ],
            [
              -73.08,
              48.41
            ],
            [
              -73.07,
              48.41
            ],
            [
              -73.06,
              48.4
            ],
            [
              -73.06,
              48.39
            ],
            [
              -73.06,
              48.38
            ],
            [
              -73.06,
              48.37
            ],
            [
              -73.05,
              48.36
            ],
            [
              -73.04,
              48.36
            ],
            [
              -73.03,
              48.37
            ],
            [
              -73.02,
              48.38
            ],
            [
              -73.02,
              48.39
            ],
            [
              -73.01,
              48.39
            ],
            [
              -73.0,
              48.4
            ],
            [
              -72.99,
              48.39
            ],
            [
              -72.98,
              48.39
            ],
            [
              -72.97,
              48.39
            ],
            [
              -72.96,
              48.39
            ],
            [
              -72.95,
              48.39
            ],
            [
              -72.94,
              48.39
            ],
            [
              -72.93,
              48.39
            ],
            [
              -72.92,
              48.39
            ],
            [
              -72.91,
              48.38
            ],
            [
              -72.9,
              48.37
            ],
            [
              -72.9,
              48.36
            ],
            [
              -72.9,
              48.35
            ],
            [
              -72.91,
              48.34
            ],
            [
              -72.91,
              48.33
            ],
            [
              -72.92,
              48.33
            ],
            [
              -72.93,
              48.32
            ],
            [
              -72.94,
              48.32
            ],
            [
              -72.95,
              48.32
            ],
            [
              -72.96,
              48.32
            ],
            [
              -72.97,
              48.32
            ],
            [
              -72.98,
              48.32
            ],
            [
              -72.99,
              48.32
            ],
            [
              -73.0,
              48.33
            ],
            [
              -73.01,
              48.33
            ],
            [
              -73.02,
              48.34
            ],
            [
              -73.03,
              48.34
            ],
            [
              -73.04,
              48.35
            ],
            [
              -73.05,
              48.35
            ],
            [
              -73.06,
              48.35
            ],
            [
              -73.07,
              48.34
            ],
            [
              -73.08,
              48.34
            ],
            [
              -73.09,
              48.35
            ],
            [
              -73.1,
              48.35
            ],
            [
              -73.11,
              48.34
            ],
            [
              -73.12,
              48.34
            ],
            [
              -73.13,
              48.33
            ],
            [
              -73.13,
              48.32
            ],
            [
              -73.14,
              48.32
            ],
            [
              -73.15,
              48.32
            ],
            [
              -73.16,
              48.32
            ],
            [
              -73.17,
              48.31
            ],
            [
              -73.17,
              48.3
            ],
            [
              -73.17,
              48.29
            ],
            [
              -73.17,
              48.28
            ],
            [
              -73.18,
              48.27
            ],
            [
              -73.19,
              48.27
            ],
            [
              -73.2,
              48.27
            ],
            [
              -73.21,
              48.27
            ],
            [
              -73.22,
              48.27
            ],
            [
              -73.23,
              48.27
            ],
            [
              -73.24,
              48.27
            ],
            [
              -73.25,
              48.28
            ],
            [
              -73.26,
              48.28
            ],
            [
              -73.27,
              48.29
            ],
            [
              -73.27,
              48.3
            ],
            [
              -73.27,
              48.31
            ],
            [
              -73.27,
              48.32
            ],
            [
              -73.27,
              48.33
            ],
            [
              -73.26,
              48.34
            ],
            [
              -73.25,
              48.34
            ],
            [
              -73.24,
              48.34
            ],
            [
              -73.23,
              48.34
            ],
            [
              -73.22,
              48.34
            ],
            [
              -73.21,
              48.34
            ],
            [
              -73.2,
              48.34
            ],
            [
              -73.19,
              48.34
            ],
            [
              -73.19,
              48.33
            ],
            [
              -73.18,
              48.32
            ],
            [
              -73.17,
              48.32
            ],
            [
              -73.16,
              48.32
            ],
            [
              -73.15,
              48.32
            ],
            [
              -73.14,
              48.33
            ],
            [
              -73.15,
              48.34
            ],
            [
              -73.15,
              48.35
            ],
            [
              -73.14,
              48.36
            ],
            [
              -73.14,
              48.37
            ],
            [
              -73.14,
              48.38
            ],
            [
              -73.14,
              48.39
            ],
            [
              -73.14,
              48.4
            ],
            [
              -73.13,
              48.41
            ]
          ]
        ]
      },
      "raw_probability": 0.0755,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "5a4b31d792586900a81e410f194a7435d4585bdc4d2b20ab0ee7405bea850fbc",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0755,
        "probability": 0.000984,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.000984,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "73c38a2ec0447ec36ad1acc8cf7c853d3ea1e3226972abbf48c97dca835df0be",
        "signature": {
          "alg": "ed25519",
          "sig": "271fd22a2851ae7105270fcf5d3fab4dc1b233a2a759b1786f422297c31623f44866926d7482a424178e4546bbf977b28e4fbc1ea7fae8beb550dd00b72fee00"
        }
      },
      "receipt_sha256": "73c38a2ec0447ec36ad1acc8cf7c853d3ea1e3226972abbf48c97dca835df0be"
    },
    {
      "storm_id": "268623",
      "lat": 49.575,
      "lon": -95.2692,
      "motion_east": 6.7,
      "motion_south": -3.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 9.0,
      "ebshear": 8.0,
      "srh01": 19.0,
      "maxllaz": 0.01,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.6204
        },
        {
          "name": "alignment",
          "value": 2.1346
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.01
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0753
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.500832200050354,
        "torsion": 0.0,
        "alignment": 2.1345996856689453,
        "S_field": 0.2696562707424164,
        "Gamma_field": 0.25922322273254395,
        "S_over_Gamma": 1.0402473211288452,
        "Da": 13.317062377929688,
        "E_coh": 0.35159796476364136,
        "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": [
          [
            [
              -95.33,
              49.62
            ],
            [
              -95.28,
              49.62
            ],
            [
              -95.27,
              49.61
            ],
            [
              -95.22,
              49.6
            ],
            [
              -95.21,
              49.59
            ],
            [
              -95.21,
              49.54
            ],
            [
              -95.23,
              49.53
            ],
            [
              -95.26,
              49.53
            ],
            [
              -95.27,
              49.54
            ],
            [
              -95.29,
              49.54
            ],
            [
              -95.33,
              49.56
            ],
            [
              -95.33,
              49.62
            ]
          ]
        ]
      },
      "raw_probability": 0.0753,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "a42f7cb4b62604130f77db1ac63df18ddc13ca114d8327949063c4b4ad2dccbb",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0753,
        "probability": 0.000984,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.000984,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f096f37ab50549cc1d7cfdeace9f46d4eae37c410a82a0f8c0bd1d3f5f1e9d2e",
        "signature": {
          "alg": "ed25519",
          "sig": "5fd704479e5b336eaa413959107274675c8960cf8cd988da8ad76759cf9464afe726e57aac1f5c48932654b752a03bcbff8b2e8c166cf3cb34d12dcb3c6bf602"
        }
      },
      "receipt_sha256": "f096f37ab50549cc1d7cfdeace9f46d4eae37c410a82a0f8c0bd1d3f5f1e9d2e"
    },
    {
      "storm_id": "268548",
      "lat": 33.3589,
      "lon": -75.2756,
      "motion_east": 4.9,
      "motion_south": -2.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2889.0,
      "ebshear": 18.0,
      "srh01": 22.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 60.2454
        },
        {
          "name": "alignment",
          "value": 0.4408
        },
        {
          "name": "tau",
          "value": 3.1137
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0751
      },
      "coherence_score": 3.1136887073516846,
      "coherence_diagnostics": {
        "tau": 3.1136887073516846,
        "grad_tau": 0.255103200674057,
        "torsion": 0.0,
        "alignment": 0.44081735610961914,
        "S_field": 0.6838744282722473,
        "Gamma_field": 0.23338989913463593,
        "S_over_Gamma": 2.930180072784424,
        "Da": 15.467073440551758,
        "E_coh": 0.8454051613807678,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.29,
              33.39
            ],
            [
              -75.25,
              33.39
            ],
            [
              -75.24,
              33.38
            ],
            [
              -75.24,
              33.33
            ],
            [
              -75.25,
              33.32
            ],
            [
              -75.3,
              33.32
            ],
            [
              -75.31,
              33.33
            ],
            [
              -75.31,
              33.38
            ],
            [
              -75.29,
              33.39
            ]
          ]
        ]
      },
      "raw_probability": 0.0751,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "4134759d37ddc26784b3113ad0727bf3fb2946f384f39a4a97a5961802aaebdb",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0751,
        "probability": 0.000984,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.000984,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e6746ec59062dc33e854ec0599909658c0c63558f1fa6e8d9e40bdb124b76fe2",
        "signature": {
          "alg": "ed25519",
          "sig": "ef2535f07a2e0be7e3514f9bc563756576e7f82d4f076f369eb45aef19211c71bf24e1f300cd32a82882d11c7a0429fc237daa811877b963eda4d00615cff903"
        }
      },
      "receipt_sha256": "e6746ec59062dc33e854ec0599909658c0c63558f1fa6e8d9e40bdb124b76fe2"
    },
    {
      "storm_id": "268234",
      "lat": 31.9157,
      "lon": -83.5629,
      "motion_east": 3.2,
      "motion_south": -3.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1196.0,
      "ebshear": 23.0,
      "srh01": 56.0,
      "maxllaz": 0.005,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 56.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.4954
        },
        {
          "name": "alignment",
          "value": 1.9806
        },
        {
          "name": "tau",
          "value": 1.3788
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0747
      },
      "coherence_score": 1.3788070678710938,
      "coherence_diagnostics": {
        "tau": 1.3788070678710938,
        "grad_tau": 0.4525538682937622,
        "torsion": 0.0,
        "alignment": 1.980566143989563,
        "S_field": 0.09774568676948547,
        "Gamma_field": 0.1608898937702179,
        "S_over_Gamma": 0.6075315475463867,
        "Da": 9.515684127807617,
        "E_coh": 0.3327745199203491,
        "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": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.56,
              31.99
            ],
            [
              -83.51,
              31.98
            ],
            [
              -83.49,
              31.96
            ],
            [
              -83.46,
              31.95
            ],
            [
              -83.46,
              31.9
            ],
            [
              -83.47,
              31.88
            ],
            [
              -83.52,
              31.88
            ],
            [
              -83.6,
              31.84
            ],
            [
              -83.66,
              31.84
            ],
            [
              -83.67,
              31.85
            ],
            [
              -83.67,
              31.9
            ],
            [
              -83.63,
              31.93
            ],
            [
              -83.62,
              31.93
            ],
            [
              -83.56,
              31.99
            ]
          ]
        ]
      },
      "raw_probability": 0.0747,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "8f0040576ed889aa4baa167243d8fefd8d2754adccd7a12fe3a532cf4581c442",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0747,
        "probability": 0.00082,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.00082,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a0929d315cd387ae357fa396f7254595ede2aab6d71dd4eca133d6689594f410",
        "signature": {
          "alg": "ed25519",
          "sig": "7ae4f5df5a0626ccbb9955e1da4acf5aad7bd201292d33c31890436ad712c1c70ce2f4e936d46f99e9830c4e11d076543b6b1483aa43f8dc4a468de8f58b7d0e"
        }
      },
      "receipt_sha256": "a0929d315cd387ae357fa396f7254595ede2aab6d71dd4eca133d6689594f410"
    },
    {
      "storm_id": "268490",
      "lat": 43.9331,
      "lon": -77.3869,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 92.0,
      "ebshear": 23.0,
      "srh01": 3.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.2454
        },
        {
          "name": "alignment",
          "value": 0.6837
        },
        {
          "name": "tau",
          "value": 1.338
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0736
      },
      "coherence_score": 1.3380372524261475,
      "coherence_diagnostics": {
        "tau": 1.3380372524261475,
        "grad_tau": 0.16421863436698914,
        "torsion": 0.0,
        "alignment": 0.6836767196655273,
        "S_field": 0.23741349577903748,
        "Gamma_field": 0.1675565540790558,
        "S_over_Gamma": 1.4169156551361084,
        "Da": 9.47314453125,
        "E_coh": 0.6479105949401855,
        "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": [
          [
            [
              -77.42,
              44.0
            ],
            [
              -77.41,
              43.99
            ],
            [
              -77.39,
              43.99
            ],
            [
              -77.34,
              43.93
            ],
            [
              -77.34,
              43.91
            ],
            [
              -77.32,
              43.88
            ],
            [
              -77.33,
              43.86
            ],
            [
              -77.38,
              43.86
            ],
            [
              -77.38,
              43.87
            ],
            [
              -77.42,
              43.91
            ],
            [
              -77.44,
              43.95
            ],
            [
              -77.44,
              43.98
            ],
            [
              -77.42,
              44.0
            ]
          ]
        ]
      },
      "raw_probability": 0.0736,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "5fe659395eae322590ebab12f25e4bcb7f5ed623e472296b3080bc02e959214d",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0736,
        "probability": 0.00082,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.00082,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2c322fea447003657074291e041fcf87f6079419e39b26da8c0a08af0c132591",
        "signature": {
          "alg": "ed25519",
          "sig": "a98a6d48dff8151471dd4b50fa659313bf5a653f0b6ea9beaf6470fd8149d953d8b73b326a83d68b212cab2c449a79d6f79fe83bebc9b8f8b215f3886b87e20f"
        }
      },
      "receipt_sha256": "2c322fea447003657074291e041fcf87f6079419e39b26da8c0a08af0c132591"
    },
    {
      "storm_id": "267829",
      "lat": 49.2891,
      "lon": -71.6945,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 19.0,
      "ebshear": 19.0,
      "srh01": 14.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.1204
        },
        {
          "name": "alignment",
          "value": -7.8029
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0731
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5819826722145081,
        "torsion": 0.0,
        "alignment": -7.802900314331055,
        "S_field": 0.29198750853538513,
        "Gamma_field": 0.15005655586719513,
        "S_over_Gamma": 1.9458497762680054,
        "Da": 8.93565845489502,
        "E_coh": 0.609921932220459,
        "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": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -71.75,
              49.4
            ],
            [
              -71.72,
              49.4
            ],
            [
              -71.69,
              49.36
            ],
            [
              -71.61,
              49.35
            ],
            [
              -71.57,
              49.31
            ],
            [
              -71.58,
              49.29
            ],
            [
              -71.56,
              49.27
            ],
            [
              -71.56,
              49.26
            ],
            [
              -71.61,
              49.21
            ],
            [
              -71.61,
              49.2
            ],
            [
              -71.62,
              49.22
            ],
            [
              -71.7,
              49.21
            ],
            [
              -71.71,
              49.2
            ],
            [
              -71.75,
              49.2
            ],
            [
              -71.78,
              49.22
            ],
            [
              -71.78,
              49.24
            ],
            [
              -71.8,
              49.28
            ],
            [
              -71.78,
              49.3
            ],
            [
              -71.79,
              49.32
            ],
            [
              -71.78,
              49.34
            ],
            [
              -71.78,
              49.38
            ],
            [
              -71.75,
              49.4
            ]
          ]
        ]
      },
      "raw_probability": 0.0731,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "68bbbe023ef959c8674280404bbbdf665829fc679000c55fe5eaf444b20dedc6",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0731,
        "probability": 0.0008,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.0008,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7c1394775df936a6e31b3479aad407218bf0b7e9cfc926c6ce435a42c5379e51",
        "signature": {
          "alg": "ed25519",
          "sig": "30d3548b1a41a2775f2159240a32fa81b5201ba7fdaa9ca92e8fffa8ee05f1b71d9ab5fa2684994a0ddfd992698c3fc6c40cca5bf09df96fab39697c7a4f8600"
        }
      },
      "receipt_sha256": "7c1394775df936a6e31b3479aad407218bf0b7e9cfc926c6ce435a42c5379e51"
    },
    {
      "storm_id": "268399",
      "lat": 33.8629,
      "lon": -74.56,
      "motion_east": 5.3,
      "motion_south": -3.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2814.0,
      "ebshear": 16.0,
      "srh01": 26.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 60.6204
        },
        {
          "name": "alignment",
          "value": 6.2859
        },
        {
          "name": "tau",
          "value": 3.1177
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0712
      },
      "coherence_score": 3.1176564693450928,
      "coherence_diagnostics": {
        "tau": 3.1176564693450928,
        "grad_tau": 0.30668556690216064,
        "torsion": 0.0,
        "alignment": 6.285877227783203,
        "S_field": 0.6227936744689941,
        "Gamma_field": 0.21838989853858948,
        "S_over_Gamma": 2.8517513275146484,
        "Da": 13.889124870300293,
        "E_coh": 0.8481588363647461,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.57,
              33.91
            ],
            [
              -74.5,
              33.91
            ],
            [
              -74.52,
              33.81
            ],
            [
              -74.58,
              33.81
            ],
            [
              -74.59,
              33.82
            ],
            [
              -74.59,
              33.87
            ],
            [
              -74.57,
              33.91
            ]
          ]
        ]
      },
      "raw_probability": 0.0712,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "799301df9e187d69933b09d947d2a4c0a7dfd2a9f0d37e5e5b601a5547eab259",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0712,
        "probability": 0.0008,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.0008,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f582fc02044be8319a847113bd25b0703be7852001a9d2543297d15bd3e7b566",
        "signature": {
          "alg": "ed25519",
          "sig": "8ad581c35b00c0ff00c670cb6e0ee191071db7a3d4319a5225668503d531901ba0e1840782825688a3031c39646f4e4aed3921eafc77604b4c36e4614e47330b"
        }
      },
      "receipt_sha256": "f582fc02044be8319a847113bd25b0703be7852001a9d2543297d15bd3e7b566"
    },
    {
      "storm_id": "268023",
      "lat": 26.5667,
      "lon": -81.9133,
      "motion_east": 5.0,
      "motion_south": -4.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3629.0,
      "ebshear": 15.0,
      "srh01": 1.0,
      "maxllaz": 0.001,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.1204
        },
        {
          "name": "alignment",
          "value": -1.8052
        },
        {
          "name": "tau",
          "value": 2.4208
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0707
      },
      "coherence_score": 2.4207968711853027,
      "coherence_diagnostics": {
        "tau": 2.4207968711853027,
        "grad_tau": 0.7838307023048401,
        "torsion": 0.0,
        "alignment": -1.8052012920379639,
        "S_field": 0.926804780960083,
        "Gamma_field": 0.19838988780975342,
        "S_over_Gamma": 4.671633243560791,
        "Da": 12.628091812133789,
        "E_coh": 0.9396814107894897,
        "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": [
          [
            [
              -81.93,
              26.6
            ],
            [
              -81.89,
              26.6
            ],
            [
              -81.88,
              26.59
            ],
            [
              -81.88,
              26.54
            ],
            [
              -81.9,
              26.52
            ],
            [
              -81.93,
              26.52
            ],
            [
              -81.94,
              26.54
            ],
            [
              -81.94,
              26.59
            ],
            [
              -81.93,
              26.6
            ]
          ]
        ]
      },
      "raw_probability": 0.0707,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "46c50c087f362f92fb517085aa7a6cd0b329f58e11f61b940b13a524bca5c4c9",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0707,
        "probability": 0.0008,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.0008,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ace97f57b22b00b314e22db3bd354ed4aac7d6d485bfefabbbc763535eb2593f",
        "signature": {
          "alg": "ed25519",
          "sig": "f3ec860f3ed5eafb8595a651b6594226009871fb843ee22ba8149aeedf7c20bd836f9abe7b17c73fdf0cde4312b9bf5463829ed1bee8b186ed24627eb8545808"
        }
      },
      "receipt_sha256": "ace97f57b22b00b314e22db3bd354ed4aac7d6d485bfefabbbc763535eb2593f"
    },
    {
      "storm_id": "268418",
      "lat": 28.679,
      "lon": -84.22,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3248.0,
      "ebshear": 12.0,
      "srh01": 43.0,
      "maxllaz": 0.0,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.9954
        },
        {
          "name": "alignment",
          "value": 1.0055
        },
        {
          "name": "tau",
          "value": 2.9004
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0698
      },
      "coherence_score": 2.9004178047180176,
      "coherence_diagnostics": {
        "tau": 2.9004178047180176,
        "grad_tau": 0.3633764386177063,
        "torsion": 0.0,
        "alignment": 1.0055429935455322,
        "S_field": 0.7158098816871643,
        "Gamma_field": 0.193389892578125,
        "S_over_Gamma": 3.7013821601867676,
        "Da": 11.564970016479492,
        "E_coh": 0.9323382377624512,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.24,
              28.71
            ],
            [
              -84.2,
              28.71
            ],
            [
              -84.19,
              28.7
            ],
            [
              -84.2,
              28.68
            ],
            [
              -84.19,
              28.65
            ],
            [
              -84.2,
              28.64
            ],
            [
              -84.24,
              28.64
            ],
            [
              -84.25,
              28.65
            ],
            [
              -84.25,
              28.7
            ],
            [
              -84.24,
              28.71
            ]
          ]
        ]
      },
      "raw_probability": 0.0698,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "bdc8dfcf2c683b90104ef6130df164ef06cb966dd7e7aee7e1158f19d2f00e78",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0698,
        "probability": 0.0008,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.0008,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "36ddd2975c573e911a4ae0f6e753ea956ad170015c80668cd9a871bf81e1e8d9",
        "signature": {
          "alg": "ed25519",
          "sig": "1eb7054974ddb9b62cba5994b4c9afc7f6f9dcc6f07261b057ad4337e5f14c634b7e491f69f95c546d4556581464dbdcd00fb4253d5a09c284840acdcfb3b900"
        }
      },
      "receipt_sha256": "36ddd2975c573e911a4ae0f6e753ea956ad170015c80668cd9a871bf81e1e8d9"
    },
    {
      "storm_id": "268443",
      "lat": 26.461,
      "lon": -82.591,
      "motion_east": 5.0,
      "motion_south": -4.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3486.0,
      "ebshear": 13.0,
      "srh01": 8.0,
      "maxllaz": 0.003,
      "mesh": 0.21,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.1204
        },
        {
          "name": "alignment",
          "value": -1.8052
        },
        {
          "name": "tau",
          "value": 2.4208
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0685
      },
      "coherence_score": 2.4207968711853027,
      "coherence_diagnostics": {
        "tau": 2.4207968711853027,
        "grad_tau": 0.7838307023048401,
        "torsion": 0.0,
        "alignment": -1.8052012920379639,
        "S_field": 0.926804780960083,
        "Gamma_field": 0.19838988780975342,
        "S_over_Gamma": 4.671633243560791,
        "Da": 12.628091812133789,
        "E_coh": 0.9396814107894897,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.56,
              26.55
            ],
            [
              -82.51,
              26.55
            ],
            [
              -82.5,
              26.53
            ],
            [
              -82.5,
              26.52
            ],
            [
              -82.53,
              26.49
            ],
            [
              -82.53,
              26.47
            ],
            [
              -82.55,
              26.45
            ],
            [
              -82.56,
              26.41
            ],
            [
              -82.58,
              26.39
            ],
            [
              -82.59,
              26.39
            ],
            [
              -82.62,
              26.35
            ],
            [
              -82.68,
              26.35
            ],
            [
              -82.7,
              26.38
            ],
            [
              -82.69,
              26.39
            ],
            [
              -82.69,
              26.42
            ],
            [
              -82.68,
              26.42
            ],
            [
              -82.61,
              26.49
            ],
            [
              -82.6,
              26.52
            ],
            [
              -82.59,
              26.52
            ],
            [
              -82.58,
              26.54
            ],
            [
              -82.56,
              26.55
            ]
          ]
        ]
      },
      "raw_probability": 0.0685,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "d3051bcbeba635e5593768372ccbb6fd3b2f0322ad3602e9c90e6b80a7f8d481",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0685,
        "probability": 0.0008,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.0008,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "11c620eaaa5be62c71fec7cc53e29f56dc1910f5147a640d58e2fb3317db0d56",
        "signature": {
          "alg": "ed25519",
          "sig": "3876d16475c5ee87badc4ec55a9ae2ad9c897a1c94426f2b43cab4be5e79e8bf44bd85e3d23b7083095b1ace871ed0045d973e35497210fa0a5e2b0fd9968504"
        }
      },
      "receipt_sha256": "11c620eaaa5be62c71fec7cc53e29f56dc1910f5147a640d58e2fb3317db0d56"
    },
    {
      "storm_id": "268374",
      "lat": 26.9638,
      "lon": -82.0637,
      "motion_east": 4.6,
      "motion_south": -2.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3006.0,
      "ebshear": 15.0,
      "srh01": 2.0,
      "maxllaz": 0.002,
      "mesh": 0.21,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.1204
        },
        {
          "name": "alignment",
          "value": -1.8052
        },
        {
          "name": "tau",
          "value": 2.4208
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0678
      },
      "coherence_score": 2.4207968711853027,
      "coherence_diagnostics": {
        "tau": 2.4207968711853027,
        "grad_tau": 0.7838307023048401,
        "torsion": 0.0,
        "alignment": -1.8052012920379639,
        "S_field": 0.926804780960083,
        "Gamma_field": 0.19838988780975342,
        "S_over_Gamma": 4.671633243560791,
        "Da": 12.628091812133789,
        "E_coh": 0.9396814107894897,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.06,
              27.02
            ],
            [
              -82.02,
              27.0
            ],
            [
              -82.02,
              26.94
            ],
            [
              -82.05,
              26.91
            ],
            [
              -82.08,
              26.91
            ],
            [
              -82.11,
              26.93
            ],
            [
              -82.11,
              26.98
            ],
            [
              -82.06,
              27.02
            ]
          ]
        ]
      },
      "raw_probability": 0.0678,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "457dab6fb203faf1a2ce3be174296a3cda662ec26e0bd3deecec0f44dfa346f0",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0678,
        "probability": 0.0008,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.0008,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ddc68c51e213957a0232bebd769a5b389a61f17260c8476f2bad311b73c4eaf4",
        "signature": {
          "alg": "ed25519",
          "sig": "a708be9b82d1cfb90aef71f3db999151f5034a7c4fa08278c06916e454d998b6573f8f0d9747ac115d35c4032cdfaba329da3a0e7937869614db044ea7d99007"
        }
      },
      "receipt_sha256": "ddc68c51e213957a0232bebd769a5b389a61f17260c8476f2bad311b73c4eaf4"
    },
    {
      "storm_id": "267975",
      "lat": 33.9478,
      "lon": -75.8733,
      "motion_east": 4.8,
      "motion_south": -1.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2568.0,
      "ebshear": 14.0,
      "srh01": 28.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 60.6204
        },
        {
          "name": "alignment",
          "value": -0.2715
        },
        {
          "name": "tau",
          "value": 2.9068
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0674
      },
      "coherence_score": 2.9068315029144287,
      "coherence_diagnostics": {
        "tau": 2.9068315029144287,
        "grad_tau": 0.3226437568664551,
        "torsion": 0.0,
        "alignment": -0.27152538299560547,
        "S_field": 0.4971751868724823,
        "Gamma_field": 0.16422322392463684,
        "S_over_Gamma": 3.027435302734375,
        "Da": 9.70849609375,
        "E_coh": 0.8641520142555237,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.82,
              34.02
            ],
            [
              -75.76,
              34.01
            ],
            [
              -75.76,
              33.98
            ],
            [
              -75.79,
              33.94
            ],
            [
              -75.81,
              33.94
            ],
            [
              -75.85,
              33.91
            ],
            [
              -75.87,
              33.91
            ],
            [
              -75.9,
              33.88
            ],
            [
              -75.92,
              33.88
            ],
            [
              -75.93,
              33.87
            ],
            [
              -75.97,
              33.89
            ],
            [
              -75.97,
              33.92
            ],
            [
              -75.98,
              33.93
            ],
            [
              -75.95,
              33.97
            ],
            [
              -75.93,
              33.97
            ],
            [
              -75.86,
              34.01
            ],
            [
              -75.83,
              34.01
            ],
            [
              -75.82,
              34.02
            ]
          ]
        ]
      },
      "raw_probability": 0.0674,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "f4e4b259748ee9c961915a8cc39daa9d15ea3735b050a28b10adff828cdb2e0c",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0674,
        "probability": 0.0008,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.0008,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8a70cfcf90ea966ccbda0a7089ac0bc9a6f160119c6fa825773efa2ce464d5d0",
        "signature": {
          "alg": "ed25519",
          "sig": "4faffe7b53aa9f6b34a6401c2f68769185ea5913f172f6fb4d9821eed0aaedd1b06f09a4a183812a556d7f1d3d564a8e7f3e7f73ac6a0f602d8c1336cbf9fe0d"
        }
      },
      "receipt_sha256": "8a70cfcf90ea966ccbda0a7089ac0bc9a6f160119c6fa825773efa2ce464d5d0"
    },
    {
      "storm_id": "268622",
      "lat": 49.7067,
      "lon": -95.538,
      "motion_east": 4.4,
      "motion_south": 0.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1.0,
      "ebshear": 1.0,
      "srh01": 16.0,
      "maxllaz": 0.007,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.6204
        },
        {
          "name": "alignment",
          "value": 2.1346
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0669
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.500832200050354,
        "torsion": 0.0,
        "alignment": 2.1345996856689453,
        "S_field": 0.2696562707424164,
        "Gamma_field": 0.25922322273254395,
        "S_over_Gamma": 1.0402473211288452,
        "Da": 13.317062377929688,
        "E_coh": 0.35159796476364136,
        "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": [
          [
            [
              -95.56,
              49.76
            ],
            [
              -95.55,
              49.76
            ],
            [
              -95.55,
              49.75
            ],
            [
              -95.53,
              49.73
            ],
            [
              -95.51,
              49.73
            ],
            [
              -95.49,
              49.71
            ],
            [
              -95.48,
              49.71
            ],
            [
              -95.48,
              49.66
            ],
            [
              -95.52,
              49.63
            ],
            [
              -95.55,
              49.63
            ],
            [
              -95.57,
              49.64
            ],
            [
              -95.57,
              49.68
            ],
            [
              -95.59,
              49.71
            ],
            [
              -95.56,
              49.74
            ],
            [
              -95.56,
              49.76
            ]
          ]
        ]
      },
      "raw_probability": 0.0669,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "7cdc57048603106e8b13e72d904b65843f850feb2394daf9ef8c96dab4329400",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0669,
        "probability": 0.0008,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.0008,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5363a66eeca1f7d385c21b7422b8d8d58bc9b4b4081276b93e9189c66ab59908",
        "signature": {
          "alg": "ed25519",
          "sig": "c0e111faa793682f0af80f8cebf4a7eed7d71a8e618d522e50c7b27dfc31ac7e91ab1e015b7e4202cbc19809ce363decb7120878b1ab6a79c4a8800db0bb900c"
        }
      },
      "receipt_sha256": "5363a66eeca1f7d385c21b7422b8d8d58bc9b4b4081276b93e9189c66ab59908"
    },
    {
      "storm_id": "268438",
      "lat": 33.0932,
      "lon": -75.0468,
      "motion_east": 6.8,
      "motion_south": -9.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3082.0,
      "ebshear": 16.0,
      "srh01": 25.0,
      "maxllaz": 0.001,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 59.6204
        },
        {
          "name": "alignment",
          "value": -2.1569
        },
        {
          "name": "tau",
          "value": 3.2448
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0658
      },
      "coherence_score": 3.2448410987854004,
      "coherence_diagnostics": {
        "tau": 3.2448410987854004,
        "grad_tau": 0.30489417910575867,
        "torsion": 0.0,
        "alignment": -2.1569252014160156,
        "S_field": 0.29480865597724915,
        "Gamma_field": 0.22255656123161316,
        "S_over_Gamma": 1.32464599609375,
        "Da": 14.013480186462402,
        "E_coh": 0.8340111374855042,
        "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": [
          [
            [
              -75.1,
              33.18
            ],
            [
              -75.04,
              33.18
            ],
            [
              -75.04,
              33.17
            ],
            [
              -75.02,
              33.15
            ],
            [
              -74.94,
              33.13
            ],
            [
              -74.94,
              33.1
            ],
            [
              -74.95,
              33.08
            ],
            [
              -74.96,
              33.07
            ],
            [
              -74.98,
              33.07
            ],
            [
              -75.02,
              33.05
            ],
            [
              -75.03,
              33.03
            ],
            [
              -75.06,
              33.01
            ],
            [
              -75.1,
              33.01
            ],
            [
              -75.12,
              33.03
            ],
            [
              -75.12,
              33.05
            ],
            [
              -75.13,
              33.06
            ],
            [
              -75.13,
              33.1
            ],
            [
              -75.11,
              33.12
            ],
            [
              -75.1,
              33.18
            ]
          ]
        ]
      },
      "raw_probability": 0.0658,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "3e6220b7afcb6a0c1017317ff8814972b6280bd1861789aa049247017ea0ca7b",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0658,
        "probability": 0.0008,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.0008,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a827610b12a2a9aeeb5eafbb916a5050e56b595fa8ecd3de7f083a69d89ae789",
        "signature": {
          "alg": "ed25519",
          "sig": "0474d260a4a8f658a5b5c9e3ddff348d4cdf20fa6b68863869569f450eae84b05e50a868a50e32ae4f04433912bc1f6764b820d3d09a5cb650ecb99e3cfe0106"
        }
      },
      "receipt_sha256": "a827610b12a2a9aeeb5eafbb916a5050e56b595fa8ecd3de7f083a69d89ae789"
    },
    {
      "storm_id": "268229",
      "lat": 24.4387,
      "lon": -84.025,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2813.0,
      "ebshear": 11.0,
      "srh01": 1.0,
      "maxllaz": 0.0,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.7454
        },
        {
          "name": "alignment",
          "value": -1.8221
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0623
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.6262682676315308,
        "torsion": 0.0,
        "alignment": -1.8220996856689453,
        "S_field": 0.7835953235626221,
        "Gamma_field": 0.2167232185602188,
        "S_over_Gamma": 3.615650177001953,
        "Da": 13.270468711853027,
        "E_coh": 0.935292661190033,
        "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": [
          [
            [
              -84.03,
              24.5
            ],
            [
              -83.99,
              24.49
            ],
            [
              -83.99,
              24.36
            ],
            [
              -84.0,
              24.36
            ],
            [
              -84.02,
              24.4
            ],
            [
              -84.07,
              24.42
            ],
            [
              -84.07,
              24.48
            ],
            [
              -84.03,
              24.5
            ]
          ]
        ]
      },
      "raw_probability": 0.0623,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "4557723dc7daae6e2b31f0d38e497de3300de59a926c26327c8afc1943faba3b",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0623,
        "probability": 0.0008,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.0008,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9e404abf64ef518d05ab122db6912abc13fc60aa8587a64048db82bccffa047f",
        "signature": {
          "alg": "ed25519",
          "sig": "8d0e144a6013838946ea35b7e868fb38e43d4de68c6405fc8add3e5ffb10bea41f5e4a5231e639c7e21832f437856180c223008d144ac29996b8116884101c00"
        }
      },
      "receipt_sha256": "9e404abf64ef518d05ab122db6912abc13fc60aa8587a64048db82bccffa047f"
    },
    {
      "storm_id": "268647",
      "lat": 24.5209,
      "lon": -84.5036,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2754.0,
      "ebshear": 10.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.7454
        },
        {
          "name": "alignment",
          "value": -1.8221
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0623
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.6262682676315308,
        "torsion": 0.0,
        "alignment": -1.8220996856689453,
        "S_field": 0.7835953235626221,
        "Gamma_field": 0.2167232185602188,
        "S_over_Gamma": 3.615650177001953,
        "Da": 13.270468711853027,
        "E_coh": 0.935292661190033,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.55,
              24.57
            ],
            [
              -84.45,
              24.57
            ],
            [
              -84.45,
              24.48
            ],
            [
              -84.47,
              24.47
            ],
            [
              -84.49,
              24.49
            ],
            [
              -84.5,
              24.49
            ],
            [
              -84.5,
              24.5
            ],
            [
              -84.52,
              24.52
            ],
            [
              -84.53,
              24.52
            ],
            [
              -84.53,
              24.55
            ],
            [
              -84.55,
              24.57
            ]
          ]
        ]
      },
      "raw_probability": 0.0623,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "4557723dc7daae6e2b31f0d38e497de3300de59a926c26327c8afc1943faba3b",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0623,
        "probability": 0.0008,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.0008,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9e404abf64ef518d05ab122db6912abc13fc60aa8587a64048db82bccffa047f",
        "signature": {
          "alg": "ed25519",
          "sig": "8d0e144a6013838946ea35b7e868fb38e43d4de68c6405fc8add3e5ffb10bea41f5e4a5231e639c7e21832f437856180c223008d144ac29996b8116884101c00"
        }
      },
      "receipt_sha256": "9e404abf64ef518d05ab122db6912abc13fc60aa8587a64048db82bccffa047f"
    },
    {
      "storm_id": "268103",
      "lat": 31.9117,
      "lon": -83.8661,
      "motion_east": 3.6,
      "motion_south": -3.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1285.0,
      "ebshear": 22.0,
      "srh01": 44.0,
      "maxllaz": 0.003,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.8704
        },
        {
          "name": "alignment",
          "value": 4.5769
        },
        {
          "name": "tau",
          "value": 1.1054
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0621
      },
      "coherence_score": 1.1053928136825562,
      "coherence_diagnostics": {
        "tau": 1.1053928136825562,
        "grad_tau": 0.3792994022369385,
        "torsion": 0.0,
        "alignment": 4.576908111572266,
        "S_field": 0.07859662175178528,
        "Gamma_field": 0.26838991045951843,
        "S_over_Gamma": 0.2928449213504791,
        "Da": 15.745980262756348,
        "E_coh": 0.09766393154859543,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.81,
              32.02
            ],
            [
              -83.77,
              32.02
            ],
            [
              -83.75,
              31.99
            ],
            [
              -83.75,
              31.96
            ],
            [
              -83.8,
              31.91
            ],
            [
              -83.82,
              31.91
            ],
            [
              -83.91,
              31.81
            ],
            [
              -83.94,
              31.81
            ],
            [
              -83.95,
              31.8
            ],
            [
              -83.97,
              31.82
            ],
            [
              -83.97,
              31.85
            ],
            [
              -83.94,
              31.88
            ],
            [
              -83.92,
              31.89
            ],
            [
              -83.89,
              31.89
            ],
            [
              -83.88,
              31.9
            ],
            [
              -83.86,
              31.94
            ],
            [
              -83.85,
              31.99
            ],
            [
              -83.81,
              32.02
            ]
          ]
        ]
      },
      "raw_probability": 0.0621,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "8f786d366bb17f8c4cf9b96024dffd4800056afd815471900e5df8a2db30e851",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0621,
        "probability": 0.0008,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.0008,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "58467a3e8d9da09c406e3b154621e5ed3ae48e7c2dd2a5d806529fb6b3ac4f3e",
        "signature": {
          "alg": "ed25519",
          "sig": "f644f523abca266d6d13af0049a8f92e1f68368c1dcb59eed13d02dfab126c0cb4b5cbf2c322347d337cb18afe6a8cfd2ed2aa8005719a39f96b3b2519c92b01"
        }
      },
      "receipt_sha256": "58467a3e8d9da09c406e3b154621e5ed3ae48e7c2dd2a5d806529fb6b3ac4f3e"
    },
    {
      "storm_id": "268576",
      "lat": 34.4611,
      "lon": -77.2,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2286.0,
      "ebshear": 10.0,
      "srh01": 39.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.4954
        },
        {
          "name": "alignment",
          "value": 1.4103
        },
        {
          "name": "tau",
          "value": 2.2052
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0618
      },
      "coherence_score": 2.2051658630371094,
      "coherence_diagnostics": {
        "tau": 2.2051658630371094,
        "grad_tau": 0.3923018276691437,
        "torsion": 0.0,
        "alignment": 1.4102680683135986,
        "S_field": 0.47092413902282715,
        "Gamma_field": 0.16005656123161316,
        "S_over_Gamma": 2.9422357082366943,
        "Da": 9.694120407104492,
        "E_coh": 0.8722925782203674,
        "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": [
          [
            [
              -77.22,
              34.49
            ],
            [
              -77.18,
              34.49
            ],
            [
              -77.16,
              34.47
            ],
            [
              -77.16,
              34.43
            ],
            [
              -77.18,
              34.42
            ],
            [
              -77.22,
              34.43
            ],
            [
              -77.23,
              34.45
            ],
            [
              -77.23,
              34.48
            ],
            [
              -77.22,
              34.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0618,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "23f84544510fb7cc1af767aed56dd292aae23e688e16c9562add810409eef9f2",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0618,
        "probability": 0.0008,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.0008,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cb0f981683eea83106d73a8c6b454e6393dc5f6d11e6f792148d4db156aebc0b",
        "signature": {
          "alg": "ed25519",
          "sig": "b1c26eec3d9a9b8329c90fcae22e808d33d32ec4406eb6d8d27280e5225f96d0bdede3b9467390c496d93c9746754cb70f9d6414263884522dac2b5fe4491608"
        }
      },
      "receipt_sha256": "cb0f981683eea83106d73a8c6b454e6393dc5f6d11e6f792148d4db156aebc0b"
    },
    {
      "storm_id": "268085",
      "lat": 26.3093,
      "lon": -81.954,
      "motion_east": 5.0,
      "motion_south": -4.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3841.0,
      "ebshear": 15.0,
      "srh01": 5.0,
      "maxllaz": 0.002,
      "mesh": 0.26,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.1204
        },
        {
          "name": "alignment",
          "value": -0.9571
        },
        {
          "name": "tau",
          "value": 1.4196
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0617
      },
      "coherence_score": 1.4195822477340698,
      "coherence_diagnostics": {
        "tau": 1.4195822477340698,
        "grad_tau": 1.2106587886810303,
        "torsion": 0.0,
        "alignment": -0.9570777416229248,
        "S_field": 0.7587075233459473,
        "Gamma_field": 0.26672324538230896,
        "S_over_Gamma": 2.8445496559143066,
        "Da": 16.567663192749023,
        "E_coh": 0.9508485198020935,
        "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": [
          [
            [
              -81.98,
              26.4
            ],
            [
              -81.93,
              26.4
            ],
            [
              -81.91,
              26.38
            ],
            [
              -81.91,
              26.35
            ],
            [
              -81.92,
              26.34
            ],
            [
              -81.92,
              26.31
            ],
            [
              -81.93,
              26.3
            ],
            [
              -81.93,
              26.25
            ],
            [
              -81.95,
              26.23
            ],
            [
              -81.95,
              26.22
            ],
            [
              -81.98,
              26.22
            ],
            [
              -82.0,
              26.23
            ],
            [
              -82.01,
              26.25
            ],
            [
              -82.01,
              26.36
            ],
            [
              -81.98,
              26.4
            ]
          ]
        ]
      },
      "raw_probability": 0.0617,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "10bc17d688b99839c004f31f54bc180b877c9ec431773ef2aaab99281e028b24",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0617,
        "probability": 0.0008,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.0008,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9d0c8ee390192c48eeffa1230e012a107f4b00460710c358ed321c514ca574b7",
        "signature": {
          "alg": "ed25519",
          "sig": "88769430c8218f6f5a865297c73a401a2d9ea5ce05b3c4a1de4c1c1ab703fc1cd342689243534af9528f4e172ce5c2d86208260f8f5dc08d172ff813f2f09c04"
        }
      },
      "receipt_sha256": "9d0c8ee390192c48eeffa1230e012a107f4b00460710c358ed321c514ca574b7"
    },
    {
      "storm_id": "268283",
      "lat": 26.064,
      "lon": -81.8596,
      "motion_east": 5.0,
      "motion_south": -4.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3618.0,
      "ebshear": 15.0,
      "srh01": 1.0,
      "maxllaz": 0.002,
      "mesh": 0.28,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.1204
        },
        {
          "name": "alignment",
          "value": -0.9571
        },
        {
          "name": "tau",
          "value": 1.4196
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0617
      },
      "coherence_score": 1.4195822477340698,
      "coherence_diagnostics": {
        "tau": 1.4195822477340698,
        "grad_tau": 1.2106587886810303,
        "torsion": 0.0,
        "alignment": -0.9570777416229248,
        "S_field": 0.7587075233459473,
        "Gamma_field": 0.26672324538230896,
        "S_over_Gamma": 2.8445496559143066,
        "Da": 16.567663192749023,
        "E_coh": 0.9508485198020935,
        "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": [
          [
            [
              -81.85,
              26.24
            ],
            [
              -81.81,
              26.24
            ],
            [
              -81.79,
              26.22
            ],
            [
              -81.8,
              26.14
            ],
            [
              -81.79,
              26.12
            ],
            [
              -81.77,
              26.11
            ],
            [
              -81.77,
              26.08
            ],
            [
              -81.8,
              26.04
            ],
            [
              -81.84,
              26.04
            ],
            [
              -81.85,
              26.03
            ],
            [
              -81.87,
              25.99
            ],
            [
              -81.87,
              25.88
            ],
            [
              -81.89,
              25.86
            ],
            [
              -81.93,
              25.86
            ],
            [
              -81.95,
              25.87
            ],
            [
              -81.95,
              25.91
            ],
            [
              -81.97,
              25.94
            ],
            [
              -81.97,
              26.0
            ],
            [
              -81.93,
              26.04
            ],
            [
              -81.89,
              26.04
            ],
            [
              -81.81,
              26.14
            ],
            [
              -81.82,
              26.16
            ],
            [
              -81.86,
              26.18
            ],
            [
              -81.86,
              26.23
            ],
            [
              -81.85,
              26.24
            ]
          ]
        ]
      },
      "raw_probability": 0.0617,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "10bc17d688b99839c004f31f54bc180b877c9ec431773ef2aaab99281e028b24",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0617,
        "probability": 0.0008,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.0008,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9d0c8ee390192c48eeffa1230e012a107f4b00460710c358ed321c514ca574b7",
        "signature": {
          "alg": "ed25519",
          "sig": "88769430c8218f6f5a865297c73a401a2d9ea5ce05b3c4a1de4c1c1ab703fc1cd342689243534af9528f4e172ce5c2d86208260f8f5dc08d172ff813f2f09c04"
        }
      },
      "receipt_sha256": "9d0c8ee390192c48eeffa1230e012a107f4b00460710c358ed321c514ca574b7"
    },
    {
      "storm_id": "268553",
      "lat": 25.9758,
      "lon": -82.6392,
      "motion_east": 4.4,
      "motion_south": 0.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3426.0,
      "ebshear": 15.0,
      "srh01": 4.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.1204
        },
        {
          "name": "alignment",
          "value": -0.9571
        },
        {
          "name": "tau",
          "value": 1.4196
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0617
      },
      "coherence_score": 1.4195822477340698,
      "coherence_diagnostics": {
        "tau": 1.4195822477340698,
        "grad_tau": 1.2106587886810303,
        "torsion": 0.0,
        "alignment": -0.9570777416229248,
        "S_field": 0.7587075233459473,
        "Gamma_field": 0.26672324538230896,
        "S_over_Gamma": 2.8445496559143066,
        "Da": 16.567663192749023,
        "E_coh": 0.9508485198020935,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.64,
              26.02
            ],
            [
              -82.62,
              26.02
            ],
            [
              -82.6,
              26.0
            ],
            [
              -82.6,
              25.96
            ],
            [
              -82.61,
              25.95
            ],
            [
              -82.61,
              25.93
            ],
            [
              -82.65,
              25.93
            ],
            [
              -82.67,
              25.95
            ],
            [
              -82.68,
              25.95
            ],
            [
              -82.68,
              25.98
            ],
            [
              -82.67,
              26.0
            ],
            [
              -82.64,
              26.02
            ]
          ]
        ]
      },
      "raw_probability": 0.0617,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "10bc17d688b99839c004f31f54bc180b877c9ec431773ef2aaab99281e028b24",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0617,
        "probability": 0.0008,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.0008,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9d0c8ee390192c48eeffa1230e012a107f4b00460710c358ed321c514ca574b7",
        "signature": {
          "alg": "ed25519",
          "sig": "88769430c8218f6f5a865297c73a401a2d9ea5ce05b3c4a1de4c1c1ab703fc1cd342689243534af9528f4e172ce5c2d86208260f8f5dc08d172ff813f2f09c04"
        }
      },
      "receipt_sha256": "9d0c8ee390192c48eeffa1230e012a107f4b00460710c358ed321c514ca574b7"
    },
    {
      "storm_id": "268646",
      "lat": 25.7664,
      "lon": -82.3714,
      "motion_east": 4.4,
      "motion_south": -1.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3264.0,
      "ebshear": 12.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.1204
        },
        {
          "name": "alignment",
          "value": -0.9571
        },
        {
          "name": "tau",
          "value": 1.4196
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0616
      },
      "coherence_score": 1.4195822477340698,
      "coherence_diagnostics": {
        "tau": 1.4195822477340698,
        "grad_tau": 1.2106587886810303,
        "torsion": 0.0,
        "alignment": -0.9570777416229248,
        "S_field": 0.7587075233459473,
        "Gamma_field": 0.26672324538230896,
        "S_over_Gamma": 2.8445496559143066,
        "Da": 16.567663192749023,
        "E_coh": 0.9508485198020935,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.41,
              25.83
            ],
            [
              -82.36,
              25.83
            ],
            [
              -82.35,
              25.82
            ],
            [
              -82.35,
              25.8
            ],
            [
              -82.33,
              25.78
            ],
            [
              -82.33,
              25.75
            ],
            [
              -82.34,
              25.74
            ],
            [
              -82.34,
              25.71
            ],
            [
              -82.35,
              25.7
            ],
            [
              -82.37,
              25.71
            ],
            [
              -82.4,
              25.71
            ],
            [
              -82.43,
              25.73
            ],
            [
              -82.43,
              25.79
            ],
            [
              -82.41,
              25.83
            ]
          ]
        ]
      },
      "raw_probability": 0.0616,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "b94020cd69ac7d175fc511436d003bede098f4a4fc340fa0f12ecff401a146a0",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0616,
        "probability": 0.0008,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.0008,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3950fbd66e0c2f07d50bc4ab424241b2f3e2f3f36eba50ba1951fe31e65c9f8c",
        "signature": {
          "alg": "ed25519",
          "sig": "3f9c10eab0825605933eef6837766a86d429321b4b1e6f8fb73636616e0f28a816288ae9d4285c6dd3e39797951131ce4cee5aef397df289bdae2576e50e0700"
        }
      },
      "receipt_sha256": "3950fbd66e0c2f07d50bc4ab424241b2f3e2f3f36eba50ba1951fe31e65c9f8c"
    },
    {
      "storm_id": "268456",
      "lat": 33.5162,
      "lon": -78.075,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1861.0,
      "ebshear": 16.0,
      "srh01": 42.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.8704
        },
        {
          "name": "alignment",
          "value": 1.34
        },
        {
          "name": "tau",
          "value": 2.4116
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0599
      },
      "coherence_score": 2.41164231300354,
      "coherence_diagnostics": {
        "tau": 2.41164231300354,
        "grad_tau": 0.37160927057266235,
        "torsion": 0.0,
        "alignment": 1.3399999141693115,
        "S_field": 0.3167807161808014,
        "Gamma_field": 0.1567232310771942,
        "S_over_Gamma": 2.0212748050689697,
        "Da": 9.288671493530273,
        "E_coh": 0.7253922820091248,
        "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": [
          [
            [
              -78.1,
              33.54
            ],
            [
              -78.05,
              33.54
            ],
            [
              -78.04,
              33.53
            ],
            [
              -78.04,
              33.49
            ],
            [
              -78.05,
              33.48
            ],
            [
              -78.11,
              33.48
            ],
            [
              -78.11,
              33.53
            ],
            [
              -78.1,
              33.54
            ]
          ]
        ]
      },
      "raw_probability": 0.0599,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "f93c6e975047df02f2427ab1f55088a190fd1bcc6f1d6326c9cb53846fbba277",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0599,
        "probability": 0.0008,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.0008,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "aaac6a06cda34a6dd6db93275e454e9a19a192b309475b2e1e329680f6c2898d",
        "signature": {
          "alg": "ed25519",
          "sig": "4ae3171a22513c139936ee6ddf1273b062487e60e92c60035226b7ce1112407dd0a993d943990c58df4c7285bc4eb63ec7230aa388bfa9b4b16aa93b1b4f8300"
        }
      },
      "receipt_sha256": "aaac6a06cda34a6dd6db93275e454e9a19a192b309475b2e1e329680f6c2898d"
    },
    {
      "storm_id": "268404",
      "lat": 28.9826,
      "lon": -84.7074,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2700.0,
      "ebshear": 11.0,
      "srh01": 37.0,
      "maxllaz": 0.001,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.2454
        },
        {
          "name": "alignment",
          "value": 1.6386
        },
        {
          "name": "tau",
          "value": 2.6823
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0586
      },
      "coherence_score": 2.6823179721832275,
      "coherence_diagnostics": {
        "tau": 2.6823179721832275,
        "grad_tau": 0.43557092547416687,
        "torsion": 0.0,
        "alignment": 1.6385523080825806,
        "S_field": 0.5384843945503235,
        "Gamma_field": 0.2542232275009155,
        "S_over_Gamma": 2.1181557178497314,
        "Da": 14.949021339416504,
        "E_coh": 0.9316112399101257,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.79,
              29.04
            ],
            [
              -84.76,
              29.04
            ],
            [
              -84.74,
              29.03
            ],
            [
              -84.74,
              29.02
            ],
            [
              -84.7,
              28.99
            ],
            [
              -84.64,
              28.99
            ],
            [
              -84.63,
              28.98
            ],
            [
              -84.59,
              28.97
            ],
            [
              -84.6,
              28.96
            ],
            [
              -84.6,
              28.93
            ],
            [
              -84.61,
              28.92
            ],
            [
              -84.6,
              28.91
            ],
            [
              -84.7,
              28.91
            ],
            [
              -84.77,
              28.95
            ],
            [
              -84.79,
              28.97
            ],
            [
              -84.79,
              28.99
            ],
            [
              -84.8,
              29.0
            ],
            [
              -84.8,
              29.03
            ],
            [
              -84.79,
              29.04
            ]
          ]
        ]
      },
      "raw_probability": 0.0586,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "95ef0eaf1e017ee787abbee0d15166af6621b2d70bc009d24543744b38ab748e",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0586,
        "probability": 0.0008,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.0008,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "522a2264c842425e829562edc06acd9b3957a2b565aec6063cc3a7d7c65ff4ed",
        "signature": {
          "alg": "ed25519",
          "sig": "74c2c51d582963e0defb0d08e0844a7868214fdcaa9941a8f0164280c3abaf65dbfd5e92302e93443d46927fd6ad757da5a51c0426987c30d5bd7c84fc73cb0a"
        }
      },
      "receipt_sha256": "522a2264c842425e829562edc06acd9b3957a2b565aec6063cc3a7d7c65ff4ed"
    },
    {
      "storm_id": "268665",
      "lat": 29.0436,
      "lon": -84.6,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2702.0,
      "ebshear": 11.0,
      "srh01": 41.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.2454
        },
        {
          "name": "alignment",
          "value": 1.6386
        },
        {
          "name": "tau",
          "value": 2.6823
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0586
      },
      "coherence_score": 2.6823179721832275,
      "coherence_diagnostics": {
        "tau": 2.6823179721832275,
        "grad_tau": 0.43557092547416687,
        "torsion": 0.0,
        "alignment": 1.6385523080825806,
        "S_field": 0.5384843945503235,
        "Gamma_field": 0.2542232275009155,
        "S_over_Gamma": 2.1181557178497314,
        "Da": 14.949021339416504,
        "E_coh": 0.9316112399101257,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.61,
              29.08
            ],
            [
              -84.57,
              29.08
            ],
            [
              -84.58,
              29.06
            ],
            [
              -84.56,
              29.02
            ],
            [
              -84.59,
              29.0
            ],
            [
              -84.6,
              29.01
            ],
            [
              -84.61,
              29.0
            ],
            [
              -84.63,
              29.03
            ],
            [
              -84.63,
              29.05
            ],
            [
              -84.61,
              29.07
            ],
            [
              -84.61,
              29.08
            ]
          ]
        ]
      },
      "raw_probability": 0.0586,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "95ef0eaf1e017ee787abbee0d15166af6621b2d70bc009d24543744b38ab748e",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0586,
        "probability": 0.0008,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.0008,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "522a2264c842425e829562edc06acd9b3957a2b565aec6063cc3a7d7c65ff4ed",
        "signature": {
          "alg": "ed25519",
          "sig": "74c2c51d582963e0defb0d08e0844a7868214fdcaa9941a8f0164280c3abaf65dbfd5e92302e93443d46927fd6ad757da5a51c0426987c30d5bd7c84fc73cb0a"
        }
      },
      "receipt_sha256": "522a2264c842425e829562edc06acd9b3957a2b565aec6063cc3a7d7c65ff4ed"
    },
    {
      "storm_id": "268658",
      "lat": 35.2544,
      "lon": -75.4156,
      "motion_east": 4.3,
      "motion_south": 0.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2319.0,
      "ebshear": 14.0,
      "srh01": 38.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.8704
        },
        {
          "name": "alignment",
          "value": 0.3991
        },
        {
          "name": "tau",
          "value": 2.4625
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0585
      },
      "coherence_score": 2.4625468254089355,
      "coherence_diagnostics": {
        "tau": 2.4625468254089355,
        "grad_tau": 0.33163079619407654,
        "torsion": 0.0,
        "alignment": 0.3991331458091736,
        "S_field": 0.28900477290153503,
        "Gamma_field": 0.3117232322692871,
        "S_over_Gamma": 0.927119791507721,
        "Da": 18.56838607788086,
        "E_coh": 0.6710917353630066,
        "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": [
          [
            [
              -75.43,
              35.29
            ],
            [
              -75.38,
              35.29
            ],
            [
              -75.38,
              35.23
            ],
            [
              -75.39,
              35.21
            ],
            [
              -75.41,
              35.22
            ],
            [
              -75.44,
              35.22
            ],
            [
              -75.45,
              35.26
            ],
            [
              -75.43,
              35.28
            ],
            [
              -75.43,
              35.29
            ]
          ]
        ]
      },
      "raw_probability": 0.0585,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "3336f323bcf2b6a0298be9b6a13eaf043927444e805cd159583eae657e4d4a02",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0585,
        "probability": 0.000788,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.000788,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "14c74479f425dc5096bff19dc8c359bc217d28fbf99752ebc65e5eb222cb452c",
        "signature": {
          "alg": "ed25519",
          "sig": "945123132a08d8eae2531d5ca5f85362b73ca103a76e078d07ccd7e98cfa42ea3ac3141624bfab1aeb55902237e42c1ea6bc0ac34bafcabeab24f2dc43ad8a0e"
        }
      },
      "receipt_sha256": "14c74479f425dc5096bff19dc8c359bc217d28fbf99752ebc65e5eb222cb452c"
    },
    {
      "storm_id": "268258",
      "lat": 50.7823,
      "lon": -110.0146,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 10.0,
      "ebshear": 2.0,
      "srh01": 24.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 10.8704
        },
        {
          "name": "alignment",
          "value": 2.5721
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0574
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.2743278443813324,
        "torsion": 0.0,
        "alignment": 2.5720996856689453,
        "S_field": 0.06159493327140808,
        "Gamma_field": 0.18922322988510132,
        "S_over_Gamma": 0.32551464438438416,
        "Da": 11.1658296585083,
        "E_coh": 0.2576713562011719,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.97,
              50.83
            ],
            [
              -109.96,
              50.82
            ],
            [
              -109.94,
              50.82
            ],
            [
              -109.94,
              50.78
            ],
            [
              -110.02,
              50.71
            ],
            [
              -110.06,
              50.71
            ],
            [
              -110.08,
              50.73
            ],
            [
              -110.08,
              50.76
            ],
            [
              -110.07,
              50.78
            ],
            [
              -110.06,
              50.78
            ],
            [
              -110.03,
              50.81
            ],
            [
              -110.01,
              50.81
            ],
            [
              -109.97,
              50.83
            ]
          ]
        ]
      },
      "raw_probability": 0.0574,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "b244ccc08c4f6c4016ca0179237925e1cbfbf097f95f034ff65f07ed46532bbf",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0574,
        "probability": 0.000788,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.000788,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dc2189ec21f6701ad1eaa862844c907b6ed2dcda97f5ce9b14f8ada811b9a460",
        "signature": {
          "alg": "ed25519",
          "sig": "bbf273129e847d75747937c9ba85d840a1650481cd6c7ed86f64a37c70e57ad9c589e48e8cf21b2cab5ec13ed7974d1495a73446a1a153945a5f12180343ba0a"
        }
      },
      "receipt_sha256": "dc2189ec21f6701ad1eaa862844c907b6ed2dcda97f5ce9b14f8ada811b9a460"
    },
    {
      "storm_id": "268383",
      "lat": 47.7837,
      "lon": -98.2163,
      "motion_east": 10.6,
      "motion_south": -5.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 621.0,
      "ebshear": 55.0,
      "srh01": 26.0,
      "maxllaz": 0.005,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.1204
        },
        {
          "name": "alignment",
          "value": 0.7226
        },
        {
          "name": "tau",
          "value": 0.8873
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0569
      },
      "coherence_score": 0.8873405456542969,
      "coherence_diagnostics": {
        "tau": 0.8873405456542969,
        "grad_tau": 0.30685943365097046,
        "torsion": 0.0,
        "alignment": 0.7225736379623413,
        "S_field": 0.3767542243003845,
        "Gamma_field": 0.25672322511672974,
        "S_over_Gamma": 1.4675501585006714,
        "Da": 13.387333869934082,
        "E_coh": 0.3359769284725189,
        "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": [
          [
            [
              -98.26,
              47.83
            ],
            [
              -98.19,
              47.83
            ],
            [
              -98.18,
              47.82
            ],
            [
              -98.14,
              47.83
            ],
            [
              -98.13,
              47.82
            ],
            [
              -98.11,
              47.82
            ],
            [
              -98.09,
              47.8
            ],
            [
              -98.09,
              47.76
            ],
            [
              -98.11,
              47.74
            ],
            [
              -98.14,
              47.74
            ],
            [
              -98.17,
              47.76
            ],
            [
              -98.21,
              47.77
            ],
            [
              -98.3,
              47.72
            ],
            [
              -98.36,
              47.71
            ],
            [
              -98.37,
              47.72
            ],
            [
              -98.37,
              47.78
            ],
            [
              -98.34,
              47.8
            ],
            [
              -98.29,
              47.81
            ],
            [
              -98.26,
              47.83
            ]
          ]
        ]
      },
      "raw_probability": 0.0569,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "1469e6e4f061c16d570546d98c9b0ceb96718c5b9bce45af4fe05272305279b3",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0569,
        "probability": 0.000788,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.000788,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "77b76c24ac5df968fe3cd76626b83ccf8151fcf58d833acf0358d27549844332",
        "signature": {
          "alg": "ed25519",
          "sig": "0f94374d1b5fed135b7abfe2e7642ef93e640d875eeb91062b2c28988fcb3a06561790f296d9e2b69255369b6ad3785132137bb1b2f8885da722ab82a4ee5b09"
        }
      },
      "receipt_sha256": "77b76c24ac5df968fe3cd76626b83ccf8151fcf58d833acf0358d27549844332"
    },
    {
      "storm_id": "267304",
      "lat": 27.407,
      "lon": -82.095,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1741.0,
      "ebshear": 16.0,
      "srh01": 25.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.9954
        },
        {
          "name": "alignment",
          "value": -1.3104
        },
        {
          "name": "tau",
          "value": 2.966
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0561
      },
      "coherence_score": 2.966027021408081,
      "coherence_diagnostics": {
        "tau": 2.966027021408081,
        "grad_tau": 0.41309770941734314,
        "torsion": 0.0,
        "alignment": -1.3103854656219482,
        "S_field": 0.9484312534332275,
        "Gamma_field": 0.19838988780975342,
        "S_over_Gamma": 4.780642986297607,
        "Da": 13.076390266418457,
        "E_coh": 0.9503317475318909,
        "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": [
          [
            [
              -82.12,
              27.44
            ],
            [
              -82.05,
              27.44
            ],
            [
              -82.04,
              27.43
            ],
            [
              -82.08,
              27.4
            ],
            [
              -82.08,
              27.37
            ],
            [
              -82.1,
              27.36
            ],
            [
              -82.11,
              27.37
            ],
            [
              -82.11,
              27.39
            ],
            [
              -82.14,
              27.43
            ],
            [
              -82.12,
              27.44
            ]
          ]
        ]
      },
      "raw_probability": 0.0561,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "40da383cda7607b2b239da9913183ff66d238f00ddaf9154c19f755980bd1df7",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0561,
        "probability": 0.000788,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.000788,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f426a682be236ef7b1bfdd4a0d68c4ec89f94070c36d77090e08acb5adcfac96",
        "signature": {
          "alg": "ed25519",
          "sig": "a9b6b5ef3e1e8ee44e9769458ad1b1469f72baed4b910538b1957ff53c8c1cb70759bb0b6efb7f14761141beace3d4b721d4f3b133352adaf135aa7ef531c005"
        }
      },
      "receipt_sha256": "f426a682be236ef7b1bfdd4a0d68c4ec89f94070c36d77090e08acb5adcfac96"
    },
    {
      "storm_id": "268670",
      "lat": 27.7511,
      "lon": -86.2422,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3177.0,
      "ebshear": 5.0,
      "srh01": 21.0,
      "maxllaz": 0.0,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.1204
        },
        {
          "name": "alignment",
          "value": -0.2907
        },
        {
          "name": "tau",
          "value": 2.7741
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.054
      },
      "coherence_score": 2.774125814437866,
      "coherence_diagnostics": {
        "tau": 2.774125814437866,
        "grad_tau": 0.20789523422718048,
        "torsion": 0.0,
        "alignment": -0.29071900248527527,
        "S_field": 0.6281551718711853,
        "Gamma_field": 0.22005654871463776,
        "S_over_Gamma": 2.8545169830322266,
        "Da": 14.077561378479004,
        "E_coh": 0.9840759038925171,
        "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": [
          [
            [
              -86.3,
              27.77
            ],
            [
              -86.19,
              27.77
            ],
            [
              -86.18,
              27.76
            ],
            [
              -86.19,
              27.76
            ],
            [
              -86.22,
              27.73
            ],
            [
              -86.23,
              27.74
            ],
            [
              -86.27,
              27.72
            ],
            [
              -86.3,
              27.74
            ],
            [
              -86.3,
              27.77
            ]
          ]
        ]
      },
      "raw_probability": 0.054,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "ac0decf3fc11a683728a778c097e3cbe8a1f27fb38c5826f4b90d4efba2cbc33",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.054,
        "probability": 0.000788,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.000788,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "44b05edb77b894abd8b84eb78f6dce8980b762c510e8a330ced26cd5bf0b6fba",
        "signature": {
          "alg": "ed25519",
          "sig": "4276d60414a41cc09a1a3adda31039ce42bf6e2f898990cc2f3b5940312436943e9cec487c4589dfbb950ed9b57ef7deb6ad98296f1501127186d90a4b5bf807"
        }
      },
      "receipt_sha256": "44b05edb77b894abd8b84eb78f6dce8980b762c510e8a330ced26cd5bf0b6fba"
    },
    {
      "storm_id": "268662",
      "lat": 32.2537,
      "lon": -83.5837,
      "motion_east": 3.1,
      "motion_south": -2.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1220.0,
      "ebshear": 23.0,
      "srh01": 36.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.1204
        },
        {
          "name": "alignment",
          "value": 3.3588
        },
        {
          "name": "tau",
          "value": 1.0547
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0531
      },
      "coherence_score": 1.0547150373458862,
      "coherence_diagnostics": {
        "tau": 1.0547150373458862,
        "grad_tau": 0.3675725758075714,
        "torsion": 0.0,
        "alignment": 3.3588404655456543,
        "S_field": 0.09599542617797852,
        "Gamma_field": 0.45172324776649475,
        "S_over_Gamma": 0.2125093787908554,
        "Da": 26.956954956054688,
        "E_coh": 0.44394224882125854,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.62,
              32.29
            ],
            [
              -83.58,
              32.29
            ],
            [
              -83.58,
              32.28
            ],
            [
              -83.54,
              32.24
            ],
            [
              -83.55,
              32.2
            ],
            [
              -83.57,
              32.22
            ],
            [
              -83.61,
              32.22
            ],
            [
              -83.62,
              32.29
            ]
          ]
        ]
      },
      "raw_probability": 0.0531,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "87eb4c9162ba01b6c5158e3bfe2635b16dad98032d45b19a978af3bd7fbfbac4",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0531,
        "probability": 0.000788,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.000788,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0901a16bdc4b97466e84fe1598b6afd762d43859a5cd713f9422c171cf77c7b5",
        "signature": {
          "alg": "ed25519",
          "sig": "d4a7352cfce4c409a007be94c66e10c6e739a70b041cb947bef4a93504aa914393174168314a3e167b8235a7eaed28d2aeb480793a851c60feea411a9640a909"
        }
      },
      "receipt_sha256": "0901a16bdc4b97466e84fe1598b6afd762d43859a5cd713f9422c171cf77c7b5"
    },
    {
      "storm_id": "268279",
      "lat": 28.47,
      "lon": -86.5733,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2882.0,
      "ebshear": 8.0,
      "srh01": 19.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.1204
        },
        {
          "name": "alignment",
          "value": 2.4976
        },
        {
          "name": "tau",
          "value": 2.7607
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0506
      },
      "coherence_score": 2.7607421875,
      "coherence_diagnostics": {
        "tau": 2.7607421875,
        "grad_tau": 0.1315915286540985,
        "torsion": 0.0,
        "alignment": 2.4976248741149902,
        "S_field": 0.8304716348648071,
        "Gamma_field": 0.2417232245206833,
        "S_over_Gamma": 3.4356303215026855,
        "Da": 14.764382362365723,
        "E_coh": 0.9472655057907104,
        "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": [
          [
            [
              -86.59,
              28.5
            ],
            [
              -86.54,
              28.5
            ],
            [
              -86.53,
              28.46
            ],
            [
              -86.54,
              28.45
            ],
            [
              -86.58,
              28.45
            ],
            [
              -86.59,
              28.44
            ],
            [
              -86.6,
              28.45
            ],
            [
              -86.6,
              28.48
            ],
            [
              -86.59,
              28.5
            ]
          ]
        ]
      },
      "raw_probability": 0.0506,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "f3551fb2036b6305d20af0a0306f688f0f8c32bc0df7d0e4b19f803f823c85cc",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0506,
        "probability": 0.000788,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.000788,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3bb14410235f7831c504b7198f73deb8ebc98fe16ec48c7d949743a78b96ac47",
        "signature": {
          "alg": "ed25519",
          "sig": "83e0c0e3da86123d27d357029c2f9e36e12eb916518e0193fe130b33b9e4c0b57688942fa764f81a643917aeb7578b7c088db5d4d1a5aa21fa6aabd319581b0b"
        }
      },
      "receipt_sha256": "3bb14410235f7831c504b7198f73deb8ebc98fe16ec48c7d949743a78b96ac47"
    },
    {
      "storm_id": "268667",
      "lat": 28.4223,
      "lon": -94.8308,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3163.0,
      "ebshear": 21.0,
      "srh01": 19.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.9954
        },
        {
          "name": "alignment",
          "value": -1.4572
        },
        {
          "name": "tau",
          "value": 0.5582
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0486
      },
      "coherence_score": 0.5581917762756348,
      "coherence_diagnostics": {
        "tau": 0.5581917762756348,
        "grad_tau": 0.2537449598312378,
        "torsion": 1.8419926695045774e-09,
        "alignment": -1.457241415977478,
        "S_field": 0.22414560616016388,
        "Gamma_field": 1.008389949798584,
        "S_over_Gamma": 0.22228068113327026,
        "Da": 60.040836334228516,
        "E_coh": 0.773129403591156,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.87,
              28.46
            ],
            [
              -94.78,
              28.46
            ],
            [
              -94.78,
              28.42
            ],
            [
              -94.8,
              28.4
            ],
            [
              -94.8,
              28.38
            ],
            [
              -94.81,
              28.38
            ],
            [
              -94.81,
              28.4
            ],
            [
              -94.83,
              28.43
            ],
            [
              -94.85,
              28.43
            ],
            [
              -94.86,
              28.41
            ],
            [
              -94.86,
              28.42
            ],
            [
              -94.88,
              28.44
            ],
            [
              -94.87,
              28.46
            ]
          ]
        ]
      },
      "raw_probability": 0.0486,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "073785975354ed30bff9cb1182dc8b4562373ee34298c8a929aed622fc291b35",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0486,
        "probability": 0.000788,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.000788,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8b01a8f4893c227f17d8f4add33087c667e8e17e561e497d7bb30b4cc6b3f6e5",
        "signature": {
          "alg": "ed25519",
          "sig": "e307229041d6bcafa0c51102006a2cfa1cff14fd29dd2bdbd7b246a6de280dacdcd044094254991ded28d74674b5381cbc17b935a80ccb76af53ab353c8f6d0f"
        }
      },
      "receipt_sha256": "8b01a8f4893c227f17d8f4add33087c667e8e17e561e497d7bb30b4cc6b3f6e5"
    },
    {
      "storm_id": "268603",
      "lat": 27.6321,
      "lon": -84.8429,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2763.0,
      "ebshear": 8.0,
      "srh01": 9.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.7454
        },
        {
          "name": "alignment",
          "value": 2.0857
        },
        {
          "name": "tau",
          "value": 2.9156
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0473
      },
      "coherence_score": 2.9156107902526855,
      "coherence_diagnostics": {
        "tau": 2.9156107902526855,
        "grad_tau": 0.22573573887348175,
        "torsion": 0.0,
        "alignment": 2.0856595039367676,
        "S_field": 0.7589359283447266,
        "Gamma_field": 0.21505655348300934,
        "S_over_Gamma": 3.529006242752075,
        "Da": 14.027880668640137,
        "E_coh": 0.9863339066505432,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.87,
              27.69
            ],
            [
              -84.83,
              27.65
            ],
            [
              -84.81,
              27.65
            ],
            [
              -84.81,
              27.63
            ],
            [
              -84.82,
              27.62
            ],
            [
              -84.81,
              27.6
            ],
            [
              -84.82,
              27.59
            ],
            [
              -84.83,
              27.6
            ],
            [
              -84.87,
              27.6
            ],
            [
              -84.86,
              27.61
            ],
            [
              -84.87,
              27.63
            ],
            [
              -84.86,
              27.64
            ],
            [
              -84.87,
              27.65
            ],
            [
              -84.87,
              27.69
            ]
          ]
        ]
      },
      "raw_probability": 0.0473,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "86538dfe073952bac335c19e6cc9b56b596c0ec753a3295aec32a018b193af0b",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0473,
        "probability": 0.000788,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.000788,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "74e762fd1b9ecb54f9e037175492392fe0b4a9c7e40cbeb3c04b67efe7694ef2",
        "signature": {
          "alg": "ed25519",
          "sig": "c7d95ae5a4ca9cda853dafb55787db192234a7abb1e8a43e0f16abc24b30af8bbd6dd92662f81d880919745dda8dd0e5640687b9593695ca6c28626be7bfac0c"
        }
      },
      "receipt_sha256": "74e762fd1b9ecb54f9e037175492392fe0b4a9c7e40cbeb3c04b67efe7694ef2"
    },
    {
      "storm_id": "268644",
      "lat": 27.4638,
      "lon": -84.9615,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2658.0,
      "ebshear": 8.0,
      "srh01": 7.0,
      "maxllaz": 0.0,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.7454
        },
        {
          "name": "alignment",
          "value": 2.0857
        },
        {
          "name": "tau",
          "value": 2.9156
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0473
      },
      "coherence_score": 2.9156107902526855,
      "coherence_diagnostics": {
        "tau": 2.9156107902526855,
        "grad_tau": 0.22573573887348175,
        "torsion": 0.0,
        "alignment": 2.0856595039367676,
        "S_field": 0.7589359283447266,
        "Gamma_field": 0.21505655348300934,
        "S_over_Gamma": 3.529006242752075,
        "Da": 14.027880668640137,
        "E_coh": 0.9863339066505432,
        "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": [
          [
            [
              -85.01,
              27.5
            ],
            [
              -84.96,
              27.5
            ],
            [
              -84.94,
              27.47
            ],
            [
              -84.93,
              27.48
            ],
            [
              -84.92,
              27.46
            ],
            [
              -84.92,
              27.43
            ],
            [
              -84.93,
              27.42
            ],
            [
              -84.94,
              27.43
            ],
            [
              -84.96,
              27.43
            ],
            [
              -84.98,
              27.47
            ],
            [
              -85.0,
              27.46
            ],
            [
              -85.0,
              27.48
            ],
            [
              -85.01,
              27.5
            ]
          ]
        ]
      },
      "raw_probability": 0.0473,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "86538dfe073952bac335c19e6cc9b56b596c0ec753a3295aec32a018b193af0b",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0473,
        "probability": 0.000788,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.000788,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "74e762fd1b9ecb54f9e037175492392fe0b4a9c7e40cbeb3c04b67efe7694ef2",
        "signature": {
          "alg": "ed25519",
          "sig": "c7d95ae5a4ca9cda853dafb55787db192234a7abb1e8a43e0f16abc24b30af8bbd6dd92662f81d880919745dda8dd0e5640687b9593695ca6c28626be7bfac0c"
        }
      },
      "receipt_sha256": "74e762fd1b9ecb54f9e037175492392fe0b4a9c7e40cbeb3c04b67efe7694ef2"
    },
    {
      "storm_id": "268503",
      "lat": 28.077,
      "lon": -94.241,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3056.0,
      "ebshear": 16.0,
      "srh01": 4.0,
      "maxllaz": 0.001,
      "mesh": 0.37,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.9954
        },
        {
          "name": "alignment",
          "value": -1.4572
        },
        {
          "name": "tau",
          "value": 0.5582
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0461
      },
      "coherence_score": 0.5581917762756348,
      "coherence_diagnostics": {
        "tau": 0.5581917762756348,
        "grad_tau": 0.2537449598312378,
        "torsion": 1.8419926695045774e-09,
        "alignment": -1.457241415977478,
        "S_field": 0.22414560616016388,
        "Gamma_field": 1.008389949798584,
        "S_over_Gamma": 0.22228068113327026,
        "Da": 60.040836334228516,
        "E_coh": 0.773129403591156,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.26,
              28.11
            ],
            [
              -94.22,
              28.11
            ],
            [
              -94.2,
              28.09
            ],
            [
              -94.21,
              28.08
            ],
            [
              -94.21,
              28.05
            ],
            [
              -94.22,
              28.04
            ],
            [
              -94.27,
              28.04
            ],
            [
              -94.28,
              28.05
            ],
            [
              -94.28,
              28.09
            ],
            [
              -94.26,
              28.11
            ]
          ]
        ]
      },
      "raw_probability": 0.0461,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "42b72d1faea5c0f9c72392591f7d4578e3a057c24fe8ae329fef777f086d2456",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0461,
        "probability": 0.000788,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.000788,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "34f8132827543fa292460e5d0ad02b4df1f79f2c0bf5a9679f9a198c0a548fa8",
        "signature": {
          "alg": "ed25519",
          "sig": "2fed0b08a17a6bfcd6aaf0101d5ce738d17015dce69d06c719e63208a0bc3c574e243ff67cb66d09cbe62032414ca39711e681da40f15437fde9db575c658f0c"
        }
      },
      "receipt_sha256": "34f8132827543fa292460e5d0ad02b4df1f79f2c0bf5a9679f9a198c0a548fa8"
    },
    {
      "storm_id": "268583",
      "lat": 28.1474,
      "lon": -93.9926,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3240.0,
      "ebshear": 14.0,
      "srh01": 5.0,
      "maxllaz": 0.001,
      "mesh": 0.24,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.9954
        },
        {
          "name": "alignment",
          "value": -1.4572
        },
        {
          "name": "tau",
          "value": 0.5582
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0461
      },
      "coherence_score": 0.5581917762756348,
      "coherence_diagnostics": {
        "tau": 0.5581917762756348,
        "grad_tau": 0.2537449598312378,
        "torsion": 1.8419926695045774e-09,
        "alignment": -1.457241415977478,
        "S_field": 0.22414560616016388,
        "Gamma_field": 1.008389949798584,
        "S_over_Gamma": 0.22228068113327026,
        "Da": 60.040836334228516,
        "E_coh": 0.773129403591156,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.11,
              28.21
            ],
            [
              -94.07,
              28.21
            ],
            [
              -94.05,
              28.19
            ],
            [
              -94.06,
              28.18
            ],
            [
              -94.04,
              28.16
            ],
            [
              -94.02,
              28.15
            ],
            [
              -93.98,
              28.15
            ],
            [
              -93.97,
              28.14
            ],
            [
              -93.93,
              28.14
            ],
            [
              -93.91,
              28.15
            ],
            [
              -93.89,
              28.17
            ],
            [
              -93.91,
              28.18
            ],
            [
              -93.89,
              28.2
            ],
            [
              -93.82,
              28.2
            ],
            [
              -93.81,
              28.21
            ],
            [
              -93.81,
              28.2
            ],
            [
              -93.85,
              28.17
            ],
            [
              -93.85,
              28.13
            ],
            [
              -93.89,
              28.09
            ],
            [
              -93.9,
              28.07
            ],
            [
              -93.98,
              28.08
            ],
            [
              -94.05,
              28.04
            ],
            [
              -94.1,
              28.04
            ],
            [
              -94.11,
              28.05
            ],
            [
              -94.1,
              28.07
            ],
            [
              -94.1,
              28.11
            ],
            [
              -94.11,
              28.12
            ],
            [
              -94.11,
              28.17
            ],
            [
              -94.12,
              28.18
            ],
            [
              -94.12,
              28.2
            ],
            [
              -94.11,
              28.21
            ]
          ]
        ]
      },
      "raw_probability": 0.0461,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "42b72d1faea5c0f9c72392591f7d4578e3a057c24fe8ae329fef777f086d2456",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0461,
        "probability": 0.000788,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.000788,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "34f8132827543fa292460e5d0ad02b4df1f79f2c0bf5a9679f9a198c0a548fa8",
        "signature": {
          "alg": "ed25519",
          "sig": "2fed0b08a17a6bfcd6aaf0101d5ce738d17015dce69d06c719e63208a0bc3c574e243ff67cb66d09cbe62032414ca39711e681da40f15437fde9db575c658f0c"
        }
      },
      "receipt_sha256": "34f8132827543fa292460e5d0ad02b4df1f79f2c0bf5a9679f9a198c0a548fa8"
    },
    {
      "storm_id": "268666",
      "lat": 28.4806,
      "lon": -94.6368,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3132.0,
      "ebshear": 18.0,
      "srh01": 17.0,
      "maxllaz": -0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.9954
        },
        {
          "name": "alignment",
          "value": -1.4572
        },
        {
          "name": "tau",
          "value": 0.5582
        },
        {
          "name": "maxllaz",
          "value": -0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0461
      },
      "coherence_score": 0.5581917762756348,
      "coherence_diagnostics": {
        "tau": 0.5581917762756348,
        "grad_tau": 0.2537449598312378,
        "torsion": 1.8419926695045774e-09,
        "alignment": -1.457241415977478,
        "S_field": 0.22414560616016388,
        "Gamma_field": 1.008389949798584,
        "S_over_Gamma": 0.22228068113327026,
        "Da": 60.040836334228516,
        "E_coh": 0.773129403591156,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.62,
              28.53
            ],
            [
              -94.61,
              28.53
            ],
            [
              -94.6,
              28.53
            ],
            [
              -94.59,
              28.53
            ],
            [
              -94.58,
              28.53
            ],
            [
              -94.58,
              28.52
            ],
            [
              -94.58,
              28.51
            ],
            [
              -94.58,
              28.5
            ],
            [
              -94.59,
              28.5
            ],
            [
              -94.6,
              28.5
            ],
            [
              -94.61,
              28.49
            ],
            [
              -94.61,
              28.48
            ],
            [
              -94.61,
              28.47
            ],
            [
              -94.61,
              28.46
            ],
            [
              -94.61,
              28.45
            ],
            [
              -94.61,
              28.44
            ],
            [
              -94.62,
              28.44
            ],
            [
              -94.63,
              28.44
            ],
            [
              -94.64,
              28.44
            ],
            [
              -94.65,
              28.44
            ],
            [
              -94.66,
              28.44
            ],
            [
              -94.67,
              28.44
            ],
            [
              -94.68,
              28.43
            ],
            [
              -94.69,
              28.43
            ],
            [
              -94.7,
              28.43
            ],
            [
              -94.7,
              28.44
            ],
            [
              -94.7,
              28.45
            ],
            [
              -94.69,
              28.45
            ],
            [
              -94.68,
              28.45
            ],
            [
              -94.67,
              28.45
            ],
            [
              -94.66,
              28.45
            ],
            [
              -94.65,
              28.44
            ],
            [
              -94.64,
              28.44
            ],
            [
              -94.63,
              28.44
            ],
            [
              -94.62,
              28.45
            ],
            [
              -94.62,
              28.46
            ],
            [
              -94.62,
              28.47
            ],
            [
              -94.62,
              28.48
            ],
            [
              -94.62,
              28.49
            ],
            [
              -94.62,
              28.5
            ],
            [
              -94.63,
              28.51
            ],
            [
              -94.64,
              28.51
            ],
            [
              -94.65,
              28.51
            ],
            [
              -94.66,
              28.51
            ],
            [
              -94.67,
              28.51
            ],
            [
              -94.68,
              28.51
            ],
            [
              -94.68,
              28.52
            ],
            [
              -94.67,
              28.52
            ],
            [
              -94.66,
              28.52
            ],
            [
              -94.65,
              28.52
            ],
            [
              -94.64,
              28.52
            ],
            [
              -94.63,
              28.52
            ],
            [
              -94.62,
              28.53
            ]
          ]
        ]
      },
      "raw_probability": 0.0461,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "42b72d1faea5c0f9c72392591f7d4578e3a057c24fe8ae329fef777f086d2456",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0461,
        "probability": 0.000788,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.000788,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "34f8132827543fa292460e5d0ad02b4df1f79f2c0bf5a9679f9a198c0a548fa8",
        "signature": {
          "alg": "ed25519",
          "sig": "2fed0b08a17a6bfcd6aaf0101d5ce738d17015dce69d06c719e63208a0bc3c574e243ff67cb66d09cbe62032414ca39711e681da40f15437fde9db575c658f0c"
        }
      },
      "receipt_sha256": "34f8132827543fa292460e5d0ad02b4df1f79f2c0bf5a9679f9a198c0a548fa8"
    },
    {
      "storm_id": "268672",
      "lat": 25.627,
      "lon": -81.952,
      "motion_east": 4.8,
      "motion_south": -3.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3745.0,
      "ebshear": 15.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.2454
        },
        {
          "name": "alignment",
          "value": 0.3029
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.046
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.4195822477340698,
        "torsion": 0.0,
        "alignment": 0.3029003143310547,
        "S_field": 0.7675275206565857,
        "Gamma_field": 0.21088989078998566,
        "S_over_Gamma": 3.639470338821411,
        "Da": 12.80406379699707,
        "E_coh": 0.9713656902313232,
        "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": [
          [
            [
              -81.98,
              25.66
            ],
            [
              -81.95,
              25.66
            ],
            [
              -81.93,
              25.65
            ],
            [
              -81.93,
              25.62
            ],
            [
              -81.92,
              25.61
            ],
            [
              -81.92,
              25.59
            ],
            [
              -81.93,
              25.58
            ],
            [
              -81.99,
              25.59
            ],
            [
              -81.99,
              25.65
            ],
            [
              -81.98,
              25.66
            ]
          ]
        ]
      },
      "raw_probability": 0.046,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "84e6d00bfc41eedf4a1b8e3d5963c875b4c622c98b218ed79044fd73360bced2",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.046,
        "probability": 0.000788,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.000788,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "654512fe8f780e6dbebde590285becf9e275f1d69c61a8db54fb2600f0abe4d5",
        "signature": {
          "alg": "ed25519",
          "sig": "c71ad077a9ae35a4bc454c7800f718d3d8ad23e9ae8288f01580dde61404928fbec7faf810cdb57cf24b3a76034d4d2c8383357ff480069f84c4bf986158810c"
        }
      },
      "receipt_sha256": "654512fe8f780e6dbebde590285becf9e275f1d69c61a8db54fb2600f0abe4d5"
    },
    {
      "storm_id": "268504",
      "lat": 27.9594,
      "lon": -83.5641,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2598.0,
      "ebshear": 16.0,
      "srh01": 25.0,
      "maxllaz": 0.001,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.8704
        },
        {
          "name": "alignment",
          "value": 1.9245
        },
        {
          "name": "tau",
          "value": 3.1963
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0456
      },
      "coherence_score": 3.1962716579437256,
      "coherence_diagnostics": {
        "tau": 3.1962716579437256,
        "grad_tau": 0.08409231901168823,
        "torsion": 0.0,
        "alignment": 1.924523115158081,
        "S_field": 0.9449968934059143,
        "Gamma_field": 0.19755655527114868,
        "S_over_Gamma": 4.7834248542785645,
        "Da": 13.481815338134766,
        "E_coh": 0.9877505302429199,
        "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,
              28.03
            ],
            [
              -83.52,
              28.03
            ],
            [
              -83.51,
              28.02
            ],
            [
              -83.51,
              28.0
            ],
            [
              -83.5,
              27.99
            ],
            [
              -83.5,
              27.91
            ],
            [
              -83.51,
              27.92
            ],
            [
              -83.53,
              27.91
            ],
            [
              -83.58,
              27.91
            ],
            [
              -83.6,
              27.92
            ],
            [
              -83.61,
              27.9
            ],
            [
              -83.62,
              27.91
            ],
            [
              -83.61,
              27.92
            ],
            [
              -83.62,
              27.94
            ],
            [
              -83.59,
              27.98
            ],
            [
              -83.6,
              27.99
            ],
            [
              -83.59,
              28.03
            ]
          ]
        ]
      },
      "raw_probability": 0.0456,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "6edc2f115bfc3aa6539970a9d36ef48be227b61b47d75630af1b189d1d586ba9",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0456,
        "probability": 0.000788,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.000788,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "108b8efe174218a1fb2340e389ff2758e43a65430256078fe546307ef26fc787",
        "signature": {
          "alg": "ed25519",
          "sig": "4345dcd14d0dd84449560cd6dccc795f72790b04cc8839d8ba15e52af789a6be65289d0f2c714efa0905647ed003c858a162d2c2b9f0e9064cb71fc04a6ce601"
        }
      },
      "receipt_sha256": "108b8efe174218a1fb2340e389ff2758e43a65430256078fe546307ef26fc787"
    },
    {
      "storm_id": "268505",
      "lat": 27.5158,
      "lon": -84.1667,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2664.0,
      "ebshear": 12.0,
      "srh01": 12.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.8704
        },
        {
          "name": "alignment",
          "value": 0.2487
        },
        {
          "name": "tau",
          "value": 3.025
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0456
      },
      "coherence_score": 3.0250091552734375,
      "coherence_diagnostics": {
        "tau": 3.0250091552734375,
        "grad_tau": 0.25797271728515625,
        "torsion": 0.0,
        "alignment": 0.24872499704360962,
        "S_field": 1.0888231992721558,
        "Gamma_field": 0.19922322034835815,
        "S_over_Gamma": 5.465342998504639,
        "Da": 13.187795639038086,
        "E_coh": 0.973720371723175,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.18,
              27.55
            ],
            [
              -84.17,
              27.54
            ],
            [
              -84.15,
              27.55
            ],
            [
              -84.13,
              27.54
            ],
            [
              -84.13,
              27.51
            ],
            [
              -84.12,
              27.5
            ],
            [
              -84.13,
              27.48
            ],
            [
              -84.19,
              27.47
            ],
            [
              -84.21,
              27.49
            ],
            [
              -84.2,
              27.5
            ],
            [
              -84.21,
              27.51
            ],
            [
              -84.18,
              27.55
            ]
          ]
        ]
      },
      "raw_probability": 0.0456,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "6edc2f115bfc3aa6539970a9d36ef48be227b61b47d75630af1b189d1d586ba9",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0456,
        "probability": 0.000788,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.000788,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "108b8efe174218a1fb2340e389ff2758e43a65430256078fe546307ef26fc787",
        "signature": {
          "alg": "ed25519",
          "sig": "4345dcd14d0dd84449560cd6dccc795f72790b04cc8839d8ba15e52af789a6be65289d0f2c714efa0905647ed003c858a162d2c2b9f0e9064cb71fc04a6ce601"
        }
      },
      "receipt_sha256": "108b8efe174218a1fb2340e389ff2758e43a65430256078fe546307ef26fc787"
    },
    {
      "storm_id": "268668",
      "lat": 28.3529,
      "lon": -94.6914,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3113.0,
      "ebshear": 20.0,
      "srh01": 23.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.9954
        },
        {
          "name": "alignment",
          "value": -1.4572
        },
        {
          "name": "tau",
          "value": 0.5582
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0452
      },
      "coherence_score": 0.5581917762756348,
      "coherence_diagnostics": {
        "tau": 0.5581917762756348,
        "grad_tau": 0.2537449598312378,
        "torsion": 1.8419926695045774e-09,
        "alignment": -1.457241415977478,
        "S_field": 0.22414560616016388,
        "Gamma_field": 1.008389949798584,
        "S_over_Gamma": 0.22228068113327026,
        "Da": 60.040836334228516,
        "E_coh": 0.773129403591156,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.66,
              28.38
            ],
            [
              -94.64,
              28.37
            ],
            [
              -94.65,
              28.36
            ],
            [
              -94.65,
              28.34
            ],
            [
              -94.68,
              28.34
            ],
            [
              -94.7,
              28.32
            ],
            [
              -94.71,
              28.32
            ],
            [
              -94.71,
              28.33
            ],
            [
              -94.73,
              28.34
            ],
            [
              -94.74,
              28.36
            ],
            [
              -94.75,
              28.36
            ],
            [
              -94.73,
              28.37
            ],
            [
              -94.67,
              28.37
            ],
            [
              -94.66,
              28.38
            ]
          ]
        ]
      },
      "raw_probability": 0.0452,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "7bb430b8414b97eebaa3a4d52da5fe93a6a5efe5097c27f7901c691c6abff615",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0452,
        "probability": 0.000788,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.000788,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a746234749560d196eeb3d00b415799384ac08ce187e7842b5cfa869ba1234f0",
        "signature": {
          "alg": "ed25519",
          "sig": "8734b12e67f79569a77e12c88af21a420442ec03e0652d2cc422fcd4846f6389f88d05012d13630913142f74b796852c85248df5b38a17c58a021efa69d46200"
        }
      },
      "receipt_sha256": "a746234749560d196eeb3d00b415799384ac08ce187e7842b5cfa869ba1234f0"
    },
    {
      "storm_id": "268477",
      "lat": 25.5707,
      "lon": -83.2186,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3123.0,
      "ebshear": 14.0,
      "srh01": 1.0,
      "maxllaz": 0.0,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.6204
        },
        {
          "name": "alignment",
          "value": -0.2596
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0449
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.4655909538269043,
        "torsion": 0.0,
        "alignment": -0.2595996856689453,
        "S_field": 0.7523345947265625,
        "Gamma_field": 0.21255655586719513,
        "S_over_Gamma": 3.5394561290740967,
        "Da": 12.972887992858887,
        "E_coh": 0.9550831913948059,
        "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": [
          [
            [
              -83.24,
              25.6
            ],
            [
              -83.23,
              25.59
            ],
            [
              -83.22,
              25.6
            ],
            [
              -83.18,
              25.59
            ],
            [
              -83.18,
              25.58
            ],
            [
              -83.2,
              25.56
            ],
            [
              -83.2,
              25.55
            ],
            [
              -83.18,
              25.54
            ],
            [
              -83.19,
              25.52
            ],
            [
              -83.24,
              25.52
            ],
            [
              -83.24,
              25.57
            ],
            [
              -83.26,
              25.58
            ],
            [
              -83.26,
              25.59
            ],
            [
              -83.24,
              25.6
            ]
          ]
        ]
      },
      "raw_probability": 0.0449,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "a7f2d5a60f43dcf61406d6313eed363758cc943a5288d34e8c24bb680fad20c6",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0449,
        "probability": 0.000788,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.000788,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "11d5688d5fa6ab5d23c5ded44dff35fe64932f79dbe85a83e42c8e4d17c917c1",
        "signature": {
          "alg": "ed25519",
          "sig": "886b0cc3ac49339329c0e86ac647ded7b8b505321260fc703c5d5f7a44ed8af35fd3afcf719634fe0beb0cd5e678c82c8b3da7ecbc329000d8f158265ee20800"
        }
      },
      "receipt_sha256": "11d5688d5fa6ab5d23c5ded44dff35fe64932f79dbe85a83e42c8e4d17c917c1"
    },
    {
      "storm_id": "268156",
      "lat": 28.2491,
      "lon": -94.2055,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2801.0,
      "ebshear": 16.0,
      "srh01": 11.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.9954
        },
        {
          "name": "alignment",
          "value": -1.4572
        },
        {
          "name": "tau",
          "value": 0.5582
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0441
      },
      "coherence_score": 0.5581917762756348,
      "coherence_diagnostics": {
        "tau": 0.5581917762756348,
        "grad_tau": 0.2537449598312378,
        "torsion": 1.8419926695045774e-09,
        "alignment": -1.457241415977478,
        "S_field": 0.22414560616016388,
        "Gamma_field": 1.008389949798584,
        "S_over_Gamma": 0.22228068113327026,
        "Da": 60.040836334228516,
        "E_coh": 0.773129403591156,
        "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": [
          [
            [
              -94.18,
              28.29
            ],
            [
              -94.15,
              28.29
            ],
            [
              -94.16,
              28.21
            ],
            [
              -94.19,
              28.19
            ],
            [
              -94.22,
              28.19
            ],
            [
              -94.24,
              28.2
            ],
            [
              -94.24,
              28.25
            ],
            [
              -94.26,
              28.27
            ],
            [
              -94.25,
              28.28
            ],
            [
              -94.19,
              28.28
            ],
            [
              -94.18,
              28.29
            ]
          ]
        ]
      },
      "raw_probability": 0.0441,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "1be1ca670555940dd8db5bc612c3bdff1745d976308fe8686f69f0d6dc798b4b",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0441,
        "probability": 0.000788,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.000788,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fbdefe3db624df0e5421b7f05259503457a10284fe2debddd0e323d88ee6fd8f",
        "signature": {
          "alg": "ed25519",
          "sig": "68bd95fd40cb38c2db481be74aa5a0a571f4e6a2456630631ae45437d5421f76b65508c66405947f9a60d35bf366491e01ea8a8d9f30bd40a2419a588f5a9105"
        }
      },
      "receipt_sha256": "fbdefe3db624df0e5421b7f05259503457a10284fe2debddd0e323d88ee6fd8f"
    },
    {
      "storm_id": "268502",
      "lat": 28.4735,
      "lon": -84.231,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3399.0,
      "ebshear": 13.0,
      "srh01": 3.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.2454
        },
        {
          "name": "alignment",
          "value": 1.8662
        },
        {
          "name": "tau",
          "value": 3.0771
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0438
      },
      "coherence_score": 3.0771284103393555,
      "coherence_diagnostics": {
        "tau": 3.0771284103393555,
        "grad_tau": 0.09904810041189194,
        "torsion": 0.0,
        "alignment": 1.866194248199463,
        "S_field": 0.7442921996116638,
        "Gamma_field": 0.20588989555835724,
        "S_over_Gamma": 3.6150012016296387,
        "Da": 13.10383415222168,
        "E_coh": 0.9457604885101318,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.22,
              28.56
            ],
            [
              -84.2,
              28.56
            ],
            [
              -84.19,
              28.55
            ],
            [
              -84.19,
              28.52
            ],
            [
              -84.2,
              28.51
            ],
            [
              -84.2,
              28.48
            ],
            [
              -84.21,
              28.47
            ],
            [
              -84.2,
              28.45
            ],
            [
              -84.2,
              28.39
            ],
            [
              -84.22,
              28.39
            ],
            [
              -84.23,
              28.37
            ],
            [
              -84.26,
              28.36
            ],
            [
              -84.28,
              28.39
            ],
            [
              -84.28,
              28.41
            ],
            [
              -84.27,
              28.42
            ],
            [
              -84.28,
              28.5
            ],
            [
              -84.26,
              28.52
            ],
            [
              -84.26,
              28.53
            ],
            [
              -84.25,
              28.53
            ],
            [
              -84.22,
              28.56
            ]
          ]
        ]
      },
      "raw_probability": 0.0438,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "f374a19b7e5558d73dd7cd803697f38571a41d044e4bd5b71dfb2c0d736dea4b",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0438,
        "probability": 0.000788,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.000788,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "71deb8e5b38b748807aeb62c1db45dade00ff30b192e2c0cb8dd1c387cbd73d7",
        "signature": {
          "alg": "ed25519",
          "sig": "7d433dd11214a17245978d4c8b24ee20bd351107be34b4766da87afd1aabf7fe13977a2b3b3166039873daa8f313240664f76a9497dea12949895e2bd32e3105"
        }
      },
      "receipt_sha256": "71deb8e5b38b748807aeb62c1db45dade00ff30b192e2c0cb8dd1c387cbd73d7"
    },
    {
      "storm_id": "268669",
      "lat": 28.1036,
      "lon": -84.4127,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3216.0,
      "ebshear": 12.0,
      "srh01": 9.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.2454
        },
        {
          "name": "alignment",
          "value": 1.8662
        },
        {
          "name": "tau",
          "value": 3.0771
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0438
      },
      "coherence_score": 3.0771284103393555,
      "coherence_diagnostics": {
        "tau": 3.0771284103393555,
        "grad_tau": 0.09904810041189194,
        "torsion": 0.0,
        "alignment": 1.866194248199463,
        "S_field": 0.7442921996116638,
        "Gamma_field": 0.20588989555835724,
        "S_over_Gamma": 3.6150012016296387,
        "Da": 13.10383415222168,
        "E_coh": 0.9457604885101318,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.4,
              28.14
            ],
            [
              -84.39,
              28.13
            ],
            [
              -84.39,
              28.11
            ],
            [
              -84.4,
              28.1
            ],
            [
              -84.39,
              28.08
            ],
            [
              -84.4,
              28.07
            ],
            [
              -84.43,
              28.07
            ],
            [
              -84.45,
              28.08
            ],
            [
              -84.45,
              28.11
            ],
            [
              -84.44,
              28.11
            ],
            [
              -84.4,
              28.14
            ]
          ]
        ]
      },
      "raw_probability": 0.0438,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "f374a19b7e5558d73dd7cd803697f38571a41d044e4bd5b71dfb2c0d736dea4b",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0438,
        "probability": 0.000788,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.000788,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "71deb8e5b38b748807aeb62c1db45dade00ff30b192e2c0cb8dd1c387cbd73d7",
        "signature": {
          "alg": "ed25519",
          "sig": "7d433dd11214a17245978d4c8b24ee20bd351107be34b4766da87afd1aabf7fe13977a2b3b3166039873daa8f313240664f76a9497dea12949895e2bd32e3105"
        }
      },
      "receipt_sha256": "71deb8e5b38b748807aeb62c1db45dade00ff30b192e2c0cb8dd1c387cbd73d7"
    },
    {
      "storm_id": "268377",
      "lat": 25.557,
      "lon": -82.156,
      "motion_east": 4.4,
      "motion_south": -1.0,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3648.0,
      "ebshear": 14.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.2454
        },
        {
          "name": "alignment",
          "value": 0.3029
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0419
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.4195822477340698,
        "torsion": 0.0,
        "alignment": 0.3029003143310547,
        "S_field": 0.7675275206565857,
        "Gamma_field": 0.21088989078998566,
        "S_over_Gamma": 3.639470338821411,
        "Da": 12.80406379699707,
        "E_coh": 0.9713656902313232,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.18,
              25.6
            ],
            [
              -82.13,
              25.6
            ],
            [
              -82.11,
              25.58
            ],
            [
              -82.11,
              25.52
            ],
            [
              -82.14,
              25.51
            ],
            [
              -82.15,
              25.52
            ],
            [
              -82.18,
              25.52
            ],
            [
              -82.19,
              25.53
            ],
            [
              -82.19,
              25.59
            ],
            [
              -82.18,
              25.6
            ]
          ]
        ]
      },
      "raw_probability": 0.0419,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "972cb9d0f2782544fa29bb6f31714ac4ed51bd23ab3b72589a1d05a3a756acf7",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0419,
        "probability": 0.000788,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.000788,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7b37c5130ff6c85d0b47b15c514e9300057dbe725f9b8069388df652d67827e1",
        "signature": {
          "alg": "ed25519",
          "sig": "372be4e02274b5f2bfa48f7b0764971a345dafbb64ff6b87990fc9edd7730ceeb7301d27f26cfa78c90dbcccb6fcbd2e3edb3a1e88d9ae245e4d5f92227ed909"
        }
      },
      "receipt_sha256": "7b37c5130ff6c85d0b47b15c514e9300057dbe725f9b8069388df652d67827e1"
    },
    {
      "storm_id": "268445",
      "lat": 25.2981,
      "lon": -83.1269,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2835.0,
      "ebshear": 15.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.6204
        },
        {
          "name": "alignment",
          "value": -0.2596
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0412
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.4655909538269043,
        "torsion": 0.0,
        "alignment": -0.2595996856689453,
        "S_field": 0.7523345947265625,
        "Gamma_field": 0.21255655586719513,
        "S_over_Gamma": 3.5394561290740967,
        "Da": 12.972887992858887,
        "E_coh": 0.9550831913948059,
        "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": [
          [
            [
              -83.19,
              25.32
            ],
            [
              -83.17,
              25.32
            ],
            [
              -83.16,
              25.31
            ],
            [
              -83.14,
              25.31
            ],
            [
              -83.13,
              25.32
            ],
            [
              -83.1,
              25.32
            ],
            [
              -83.08,
              25.31
            ],
            [
              -83.06,
              25.32
            ],
            [
              -83.05,
              25.31
            ],
            [
              -83.07,
              25.28
            ],
            [
              -83.07,
              25.25
            ],
            [
              -83.13,
              25.24
            ],
            [
              -83.14,
              25.26
            ],
            [
              -83.17,
              25.29
            ],
            [
              -83.18,
              25.29
            ],
            [
              -83.19,
              25.32
            ]
          ]
        ]
      },
      "raw_probability": 0.0412,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "b86b86690f75c7a9a9b1be3f5846d984e47d0e6b3cffd989b89a4138ee30137f",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0412,
        "probability": 0.000788,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.000788,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a730123208f62f778d46678bbff544062b22adc93be5c6e7fcee7e106e525b9f",
        "signature": {
          "alg": "ed25519",
          "sig": "6b65a090aadd82342c915e987b04a19b78a2f0dda33ef24325d68261fd2dffdac9f75b9aba2f3d97eff39d2b91490e297657ea0af4b9e396089c0ca0cc9a9a03"
        }
      },
      "receipt_sha256": "a730123208f62f778d46678bbff544062b22adc93be5c6e7fcee7e106e525b9f"
    },
    {
      "storm_id": "268620",
      "lat": 25.58,
      "lon": -82.69,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2931.0,
      "ebshear": 15.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.2454
        },
        {
          "name": "alignment",
          "value": 0.3029
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0412
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.4195822477340698,
        "torsion": 0.0,
        "alignment": 0.3029003143310547,
        "S_field": 0.7675275206565857,
        "Gamma_field": 0.21088989078998566,
        "S_over_Gamma": 3.639470338821411,
        "Da": 12.80406379699707,
        "E_coh": 0.9713656902313232,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.7,
              25.63
            ],
            [
              -82.69,
              25.63
            ],
            [
              -82.67,
              25.61
            ],
            [
              -82.65,
              25.61
            ],
            [
              -82.64,
              25.59
            ],
            [
              -82.64,
              25.56
            ],
            [
              -82.66,
              25.54
            ],
            [
              -82.7,
              25.54
            ],
            [
              -82.71,
              25.53
            ],
            [
              -82.73,
              25.53
            ],
            [
              -82.72,
              25.54
            ],
            [
              -82.72,
              25.57
            ],
            [
              -82.71,
              25.58
            ],
            [
              -82.71,
              25.61
            ],
            [
              -82.7,
              25.63
            ]
          ]
        ]
      },
      "raw_probability": 0.0412,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "b86b86690f75c7a9a9b1be3f5846d984e47d0e6b3cffd989b89a4138ee30137f",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0412,
        "probability": 0.000788,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.000788,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a730123208f62f778d46678bbff544062b22adc93be5c6e7fcee7e106e525b9f",
        "signature": {
          "alg": "ed25519",
          "sig": "6b65a090aadd82342c915e987b04a19b78a2f0dda33ef24325d68261fd2dffdac9f75b9aba2f3d97eff39d2b91490e297657ea0af4b9e396089c0ca0cc9a9a03"
        }
      },
      "receipt_sha256": "a730123208f62f778d46678bbff544062b22adc93be5c6e7fcee7e106e525b9f"
    },
    {
      "storm_id": "268671",
      "lat": 27.483,
      "lon": -93.354,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2783.0,
      "ebshear": 10.0,
      "srh01": 10.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.7454
        },
        {
          "name": "alignment",
          "value": 1.5911
        },
        {
          "name": "tau",
          "value": 0.893
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0411
      },
      "coherence_score": 0.8929698467254639,
      "coherence_diagnostics": {
        "tau": 0.8929698467254639,
        "grad_tau": 0.545535147190094,
        "torsion": 0.0,
        "alignment": 1.5911003351211548,
        "S_field": 0.2411310225725174,
        "Gamma_field": 0.868389904499054,
        "S_over_Gamma": 0.277675986289978,
        "Da": 55.285396575927734,
        "E_coh": 0.8764946460723877,
        "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": [
          [
            [
              -93.37,
              27.51
            ],
            [
              -93.33,
              27.51
            ],
            [
              -93.32,
              27.5
            ],
            [
              -93.32,
              27.48
            ],
            [
              -93.34,
              27.46
            ],
            [
              -93.34,
              27.45
            ],
            [
              -93.37,
              27.45
            ],
            [
              -93.39,
              27.47
            ],
            [
              -93.39,
              27.49
            ],
            [
              -93.37,
              27.51
            ]
          ]
        ]
      },
      "raw_probability": 0.0411,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "f08827e488597ac2d132c725870d7a37ffa411f6ab84cb05448c8ec9cd245694",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0411,
        "probability": 0.000788,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.000788,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a81da0ec971b3905eed39981b518453f1186bdb5c242b724a58c07e25b458dfa",
        "signature": {
          "alg": "ed25519",
          "sig": "4607118adb2e9a46f77c6bf2e9646ade6c792c738e1096d489c4299d492e96723eba3b7dde475db618e0e6e41f4251895ebae3329fb6c0a1901cb89b3840bc0c"
        }
      },
      "receipt_sha256": "a81da0ec971b3905eed39981b518453f1186bdb5c242b724a58c07e25b458dfa"
    },
    {
      "storm_id": "268585",
      "lat": 27.76,
      "lon": -92.4649,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2894.0,
      "ebshear": 10.0,
      "srh01": 10.0,
      "maxllaz": 0.0,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.6204
        },
        {
          "name": "alignment",
          "value": 0.5889
        },
        {
          "name": "tau",
          "value": 1.5659
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0397
      },
      "coherence_score": 1.5658873319625854,
      "coherence_diagnostics": {
        "tau": 1.5658873319625854,
        "grad_tau": 0.6080930233001709,
        "torsion": 0.0,
        "alignment": 0.5888745784759521,
        "S_field": 0.9176216721534729,
        "Gamma_field": 0.26838991045951843,
        "S_over_Gamma": 3.418987274169922,
        "Da": 16.76163101196289,
        "E_coh": 0.9623996019363403,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.45,
              27.79
            ],
            [
              -92.44,
              27.79
            ],
            [
              -92.43,
              27.79
            ],
            [
              -92.42,
              27.78
            ],
            [
              -92.41,
              27.78
            ],
            [
              -92.42,
              27.78
            ],
            [
              -92.43,
              27.77
            ],
            [
              -92.43,
              27.76
            ],
            [
              -92.44,
              27.75
            ],
            [
              -92.44,
              27.74
            ],
            [
              -92.45,
              27.73
            ],
            [
              -92.44,
              27.72
            ],
            [
              -92.44,
              27.71
            ],
            [
              -92.45,
              27.71
            ],
            [
              -92.46,
              27.71
            ],
            [
              -92.45,
              27.72
            ],
            [
              -92.45,
              27.73
            ],
            [
              -92.45,
              27.74
            ],
            [
              -92.46,
              27.75
            ],
            [
              -92.47,
              27.75
            ],
            [
              -92.48,
              27.76
            ],
            [
              -92.49,
              27.76
            ],
            [
              -92.5,
              27.76
            ],
            [
              -92.51,
              27.76
            ],
            [
              -92.52,
              27.76
            ],
            [
              -92.53,
              27.77
            ],
            [
              -92.53,
              27.78
            ],
            [
              -92.52,
              27.78
            ],
            [
              -92.51,
              27.78
            ],
            [
              -92.5,
              27.78
            ],
            [
              -92.49,
              27.78
            ],
            [
              -92.48,
              27.78
            ],
            [
              -92.47,
              27.78
            ],
            [
              -92.46,
              27.78
            ],
            [
              -92.45,
              27.79
            ]
          ]
        ]
      },
      "raw_probability": 0.0397,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "ddf201ea3a03e59288ce704317c87f6f71454daa54e53d2b9a89967c2b39dde4",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0397,
        "probability": 0.000788,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.000788,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1691fe3b5b354d9d9438d01634062f510770a684da68ff1b046b112ba1b42385",
        "signature": {
          "alg": "ed25519",
          "sig": "37a40656214753e68b0f6bd9a7a536b74d8485251c3b95334bc327b3cc79530b637dea3964e5abaa06ae87632aa209804c01dea87d4b426a95495f0c4c3f4d0d"
        }
      },
      "receipt_sha256": "1691fe3b5b354d9d9438d01634062f510770a684da68ff1b046b112ba1b42385"
    },
    {
      "storm_id": "268587",
      "lat": 25.6812,
      "lon": -82.7469,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2914.0,
      "ebshear": 14.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.28,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.6204
        },
        {
          "name": "alignment",
          "value": -0.2596
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0397
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.4655909538269043,
        "torsion": 0.0,
        "alignment": -0.2595996856689453,
        "S_field": 0.7523345947265625,
        "Gamma_field": 0.21255655586719513,
        "S_over_Gamma": 3.5394561290740967,
        "Da": 12.972887992858887,
        "E_coh": 0.9550831913948059,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.77,
              25.72
            ],
            [
              -82.76,
              25.72
            ],
            [
              -82.74,
              25.7
            ],
            [
              -82.73,
              25.71
            ],
            [
              -82.7,
              25.71
            ],
            [
              -82.7,
              25.68
            ],
            [
              -82.69,
              25.67
            ],
            [
              -82.7,
              25.66
            ],
            [
              -82.74,
              25.65
            ],
            [
              -82.76,
              25.63
            ],
            [
              -82.78,
              25.63
            ],
            [
              -82.79,
              25.64
            ],
            [
              -82.77,
              25.67
            ],
            [
              -82.77,
              25.69
            ],
            [
              -82.78,
              25.7
            ],
            [
              -82.77,
              25.72
            ]
          ]
        ]
      },
      "raw_probability": 0.0397,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "ddf201ea3a03e59288ce704317c87f6f71454daa54e53d2b9a89967c2b39dde4",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0397,
        "probability": 0.000788,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.000788,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1691fe3b5b354d9d9438d01634062f510770a684da68ff1b046b112ba1b42385",
        "signature": {
          "alg": "ed25519",
          "sig": "37a40656214753e68b0f6bd9a7a536b74d8485251c3b95334bc327b3cc79530b637dea3964e5abaa06ae87632aa209804c01dea87d4b426a95495f0c4c3f4d0d"
        }
      },
      "receipt_sha256": "1691fe3b5b354d9d9438d01634062f510770a684da68ff1b046b112ba1b42385"
    },
    {
      "storm_id": "267937",
      "lat": 27.7882,
      "lon": -93.7855,
      "motion_east": 4.2,
      "motion_south": 0.3,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2758.0,
      "ebshear": 12.0,
      "srh01": 15.0,
      "maxllaz": 0.001,
      "mesh": 0.29,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.7454
        },
        {
          "name": "alignment",
          "value": 1.5911
        },
        {
          "name": "tau",
          "value": 0.893
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0392
      },
      "coherence_score": 0.8929698467254639,
      "coherence_diagnostics": {
        "tau": 0.8929698467254639,
        "grad_tau": 0.545535147190094,
        "torsion": 0.0,
        "alignment": 1.5911003351211548,
        "S_field": 0.2411310225725174,
        "Gamma_field": 0.868389904499054,
        "S_over_Gamma": 0.277675986289978,
        "Da": 55.285396575927734,
        "E_coh": 0.8764946460723877,
        "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": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.79,
              27.82
            ],
            [
              -93.73,
              27.82
            ],
            [
              -93.72,
              27.81
            ],
            [
              -93.72,
              27.77
            ],
            [
              -93.76,
              27.73
            ],
            [
              -93.82,
              27.73
            ],
            [
              -93.84,
              27.75
            ],
            [
              -93.84,
              27.8
            ],
            [
              -93.83,
              27.81
            ],
            [
              -93.8,
              27.81
            ],
            [
              -93.79,
              27.82
            ]
          ]
        ]
      },
      "raw_probability": 0.0392,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "be66b5aa5bec011717e1d6dc9525e76476ba3aaef060d76547b267c5891fc69f",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.0392,
        "probability": 0.000788,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.000788,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1ee11499c581b1cddd2cd33e85bfb3140190bc7cbc5dd8a5c8525ae34500160f",
        "signature": {
          "alg": "ed25519",
          "sig": "81b9d630ba90d72534127331d291d3509689189b4fabc245869b0de67cf278d3c236ccaeb4892916ce7047d56ba43681b0accc43adfc0fb4daa9e92b2bbb9f0b"
        }
      },
      "receipt_sha256": "1ee11499c581b1cddd2cd33e85bfb3140190bc7cbc5dd8a5c8525ae34500160f"
    },
    {
      "storm_id": "268618",
      "lat": 27.1917,
      "lon": -94.9058,
      "motion_east": 4.0,
      "motion_south": 0.2,
      "valid_time": "20260803_140041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2766.0,
      "ebshear": 12.0,
      "srh01": 14.0,
      "maxllaz": 0.0,
      "mesh": 0.21,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.8704
        },
        {
          "name": "alignment",
          "value": 1.2532
        },
        {
          "name": "tau",
          "value": 0.4995
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.039
      },
      "coherence_score": 0.4994921088218689,
      "coherence_diagnostics": {
        "tau": 0.4994921088218689,
        "grad_tau": 0.2940294146537781,
        "torsion": 0.0,
        "alignment": 1.253206729888916,
        "S_field": 0.12563614547252655,
        "Gamma_field": 1.1375564336776733,
        "S_over_Gamma": 0.11044388264417648,
        "Da": 70.52837371826172,
        "E_coh": 0.36591196060180664,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.93,
              27.24
            ],
            [
              -94.92,
              27.23
            ],
            [
              -94.86,
              27.24
            ],
            [
              -94.86,
              27.17
            ],
            [
              -94.85,
              27.16
            ],
            [
              -94.85,
              27.14
            ],
            [
              -94.93,
              27.14
            ],
            [
              -94.94,
              27.15
            ],
            [
              -94.93,
              27.16
            ],
            [
              -94.93,
              27.21
            ],
            [
              -94.94,
              27.22
            ],
            [
              -94.93,
              27.24
            ]
          ]
        ]
      },
      "raw_probability": 0.039,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "2111e68dba4365e8de65ee8d7fc0f4e70a94f4ac0be389b723ae5512afe87e25",
        "input_sha256": "a984c5dca6945286c46a19e4356e3db609055bb98bd61fe1589691f4d796392f",
        "issued_at": "2026-08-03T14:29:34Z",
        "raw_probability": 0.039,
        "probability": 0.000788,
        "confidence_lo": 0.000771,
        "confidence_hi": 0.000788,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "04c6c1bf029699bbf43107d14a32f7b80791f99a66cc5c461d32c6a9d4c5e1d4",
        "signature": {
          "alg": "ed25519",
          "sig": "63517b40701be4792ad49b663db6d8bc3c921e15c1f3936c89ff553282d43ec42b32ac95d0db52e50c395222d4884ea12dcda4c222f91167662fd1bdf3e66a0f"
        }
      },
      "receipt_sha256": "04c6c1bf029699bbf43107d14a32f7b80791f99a66cc5c461d32c6a9d4c5e1d4"
    }
  ]
}
