{ "forecast_id": "to_fcst_20260803_1925", "hazard": "tornado", "issued_at": "2026-08-03T19:25:06Z", "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": 189, "top_probability": 0.0188, "source_artifacts": [ "/data/live-tornadoes.json", "/data/tornado-storms.geojson" ], "storms": [ { "storm_id": "271662", "lat": 44.6793, "lon": -71.5173, "motion_east": 9.9, "motion_south": -8.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0188, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1221.0, "ebshear": 49.0, "srh01": 114.0, "maxllaz": 0.005, "mesh": 0.1, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 114.0 }, { "name": "hrrr_pwat", "value": 48.8779 }, { "name": "alignment", "value": -8.0875 }, { "name": "tau", "value": 2.1361 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.6948 }, "coherence_score": 2.1360816955566406, "coherence_diagnostics": { "tau": 2.1360816955566406, "grad_tau": 0.12774406373500824, "torsion": 0.0, "alignment": -8.087472915649414, "S_field": 0.7624439597129822, "Gamma_field": 0.20831136405467987, "S_over_Gamma": 3.6601169109344482, "Da": 11.844915390014648, "E_coh": 0.6131725907325745, "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": [ [ [ -71.5, 44.78 ], [ -71.47, 44.78 ], [ -71.44, 44.76 ], [ -71.43, 44.74 ], [ -71.43, 44.67 ], [ -71.47, 44.62 ], [ -71.48, 44.62 ], [ -71.53, 44.58 ], [ -71.61, 44.56 ], [ -71.62, 44.57 ], [ -71.61, 44.62 ], [ -71.57, 44.67 ], [ -71.55, 44.71 ], [ -71.55, 44.73 ], [ -71.5, 44.78 ] ] ] }, "raw_probability": 0.6948, "confidence_lo": 0.0184, "confidence_hi": 0.0188, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "824c610bc60759bccde6f1689f6db34ab712f008e436c15e51fc2d13008bc9a5", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.6948, "probability": 0.018824, "confidence_lo": 0.018362, "confidence_hi": 0.018832, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "dce0da02e7ac61818eff75d217dcb034399f4074868a994f6ab7baaad50cf260", "signature": { "alg": "ed25519", "sig": "68e3a7c39c0ed9ddc554cb66e57050921f67dbc2a451a6748da0f896bb116bb23b80a0dfaf5b144e4b3f86d4992fcc9125068863a7ad99b1fed620f3382f0a0a" } }, "receipt_sha256": "dce0da02e7ac61818eff75d217dcb034399f4074868a994f6ab7baaad50cf260" }, { "storm_id": "271894", "lat": 45.1496, "lon": -71.5643, "motion_east": 8.7, "motion_south": -4.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0188, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1057.0, "ebshear": 44.0, "srh01": 112.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 112.0 }, { "name": "hrrr_pwat", "value": 48.8779 }, { "name": "alignment", "value": -8.0875 }, { "name": "tau", "value": 2.1361 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.6948 }, "coherence_score": 2.1360816955566406, "coherence_diagnostics": { "tau": 2.1360816955566406, "grad_tau": 0.12774406373500824, "torsion": 0.0, "alignment": -8.087472915649414, "S_field": 0.7624439597129822, "Gamma_field": 0.20831136405467987, "S_over_Gamma": 3.6601169109344482, "Da": 11.844915390014648, "E_coh": 0.6131725907325745, "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": [ [ [ -71.49, 45.47 ], [ -71.48, 45.46 ], [ -71.42, 45.46 ], [ -71.42, 45.45 ], [ -71.39, 45.42 ], [ -71.39, 45.39 ], [ -71.4, 45.37 ], [ -71.36, 45.33 ], [ -71.35, 45.33 ], [ -71.34, 45.31 ], [ -71.34, 45.28 ], [ -71.36, 45.24 ], [ -71.38, 45.22 ], [ -71.48, 45.17 ], [ -71.53, 45.12 ], [ -71.54, 45.09 ], [ -71.58, 45.05 ], [ -71.6, 45.04 ], [ -71.61, 45.02 ], [ -71.61, 45.0 ], [ -71.6, 44.99 ], [ -71.61, 44.95 ], [ -71.62, 44.94 ], [ -71.64, 44.94 ], [ -71.7, 44.89 ], [ -71.71, 44.89 ], [ -71.72, 44.88 ], [ -71.73, 44.84 ], [ -71.75, 44.82 ], [ -71.78, 44.82 ], [ -71.78, 44.88 ], [ -71.77, 44.9 ], [ -71.75, 44.91 ], [ -71.75, 44.97 ], [ -71.73, 45.01 ], [ -71.72, 45.01 ], [ -71.69, 45.04 ], [ -71.68, 45.07 ], [ -71.67, 45.07 ], [ -71.64, 45.1 ], [ -71.64, 45.11 ], [ -71.6, 45.15 ], [ -71.6, 45.16 ], [ -71.55, 45.21 ], [ -71.54, 45.23 ], [ -71.49, 45.24 ], [ -71.46, 45.27 ], [ -71.46, 45.3 ], [ -71.42, 45.34 ], [ -71.52, 45.41 ], [ -71.52, 45.44 ], [ -71.51, 45.46 ], [ -71.49, 45.47 ] ] ] }, "raw_probability": 0.6948, "confidence_lo": 0.0184, "confidence_hi": 0.0188, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "824c610bc60759bccde6f1689f6db34ab712f008e436c15e51fc2d13008bc9a5", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.6948, "probability": 0.018824, "confidence_lo": 0.018362, "confidence_hi": 0.018832, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "dce0da02e7ac61818eff75d217dcb034399f4074868a994f6ab7baaad50cf260", "signature": { "alg": "ed25519", "sig": "68e3a7c39c0ed9ddc554cb66e57050921f67dbc2a451a6748da0f896bb116bb23b80a0dfaf5b144e4b3f86d4992fcc9125068863a7ad99b1fed620f3382f0a0a" } }, "receipt_sha256": "dce0da02e7ac61818eff75d217dcb034399f4074868a994f6ab7baaad50cf260" }, { "storm_id": "272135", "lat": 43.6021, "lon": -71.9929, "motion_east": 9.6, "motion_south": -6.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0188, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1294.0, "ebshear": 53.0, "srh01": 125.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 125.0 }, { "name": "hrrr_pwat", "value": 52.3779 }, { "name": "alignment", "value": 2.9304 }, { "name": "tau", "value": 2.2461 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.6876 }, "coherence_score": 2.2460944652557373, "coherence_diagnostics": { "tau": 2.2460944652557373, "grad_tau": 0.09494446218013763, "torsion": 0.0, "alignment": 2.9304332733154297, "S_field": 0.6873470544815063, "Gamma_field": 0.17331136763095856, "S_over_Gamma": 3.9659664630889893, "Da": 9.595597267150879, "E_coh": 0.44225892424583435, "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": [ [ [ -72.0, 43.68 ], [ -71.96, 43.68 ], [ -71.93, 43.65 ], [ -71.93, 43.61 ], [ -71.96, 43.57 ], [ -71.96, 43.56 ], [ -71.99, 43.56 ], [ -72.02, 43.53 ], [ -72.03, 43.53 ], [ -72.04, 43.54 ], [ -72.04, 43.59 ], [ -72.02, 43.61 ], [ -72.02, 43.64 ], [ -72.0, 43.68 ] ] ] }, "raw_probability": 0.6876, "confidence_lo": 0.0184, "confidence_hi": 0.0188, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "d5eff458bcc8151535867f5dcfded7f3c386409c691c5c83d817571064073e39", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.6876, "probability": 0.018824, "confidence_lo": 0.018362, "confidence_hi": 0.018832, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "fd748f4989cadc51518bf2449c63693324d0aa4848a203f3bfc7bfc55b50962a", "signature": { "alg": "ed25519", "sig": "bcfd3078fa1637b2ce06fcf05792ceadd01486fd7973cc31d01625318a6023c9abfb652b6f4a1b612bf0da0173115edafdae861e0dbc1f291490eba84f91fd04" } }, "receipt_sha256": "fd748f4989cadc51518bf2449c63693324d0aa4848a203f3bfc7bfc55b50962a" }, { "storm_id": "271771", "lat": 46.7166, "lon": -72.0264, "motion_east": 6.9, "motion_south": -4.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0188, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 454.0, "ebshear": 40.0, "srh01": 110.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 110.0 }, { "name": "hrrr_pwat", "value": 53.5029 }, { "name": "alignment", "value": -10.178 }, { "name": "tau", "value": 1.5632 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.6837 }, "coherence_score": 1.5632047653198242, "coherence_diagnostics": { "tau": 1.5632047653198242, "grad_tau": 0.33481884002685547, "torsion": 0.0, "alignment": -10.177983283996582, "S_field": 0.5445482730865479, "Gamma_field": 0.15747803449630737, "S_over_Gamma": 3.4579315185546875, "Da": 9.298816680908203, "E_coh": 0.4140726625919342, "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": [ [ [ -71.91, 46.93 ], [ -71.9, 46.93 ], [ -71.89, 46.93 ], [ -71.88, 46.93 ], [ -71.87, 46.93 ], [ -71.86, 46.93 ], [ -71.85, 46.93 ], [ -71.84, 46.92 ], [ -71.83, 46.92 ], [ -71.83, 46.91 ], [ -71.83, 46.9 ], [ -71.83, 46.89 ], [ -71.84, 46.88 ], [ -71.84, 46.87 ], [ -71.85, 46.86 ], [ -71.85, 46.85 ], [ -71.86, 46.84 ], [ -71.87, 46.84 ], [ -71.88, 46.83 ], [ -71.88, 46.82 ], [ -71.89, 46.82 ], [ -71.9, 46.82 ], [ -71.91, 46.81 ], [ -71.92, 46.81 ], [ -71.93, 46.81 ], [ -71.94, 46.81 ], [ -71.95, 46.8 ], [ -71.95, 46.79 ], [ -71.95, 46.78 ], [ -71.94, 46.77 ], [ -71.93, 46.76 ], [ -71.93, 46.75 ], [ -71.93, 46.74 ], [ -71.94, 46.73 ], [ -71.94, 46.72 ], [ -71.94, 46.71 ], [ -71.94, 46.7 ], [ -71.95, 46.69 ], [ -71.95, 46.68 ], [ -71.96, 46.67 ], [ -71.96, 46.66 ], [ -71.97, 46.65 ], [ -71.98, 46.64 ], [ -71.99, 46.63 ], [ -72.0, 46.62 ], [ -72.01, 46.62 ], [ -72.02, 46.61 ], [ -72.03, 46.6 ], [ -72.04, 46.6 ], [ -72.05, 46.59 ], [ -72.06, 46.58 ], [ -72.06, 46.57 ], [ -72.07, 46.56 ], [ -72.08, 46.56 ], [ -72.09, 46.55 ], [ -72.1, 46.54 ], [ -72.09, 46.53 ], [ -72.09, 46.52 ], [ -72.1, 46.51 ], [ -72.1, 46.5 ], [ -72.1, 46.49 ], [ -72.11, 46.48 ], [ -72.11, 46.47 ], [ -72.12, 46.47 ], [ -72.13, 46.47 ], [ -72.14, 46.47 ], [ -72.15, 46.47 ], [ -72.16, 46.47 ], [ -72.17, 46.47 ], [ -72.17, 46.48 ], [ -72.17, 46.49 ], [ -72.18, 46.5 ], [ -72.19, 46.51 ], [ -72.2, 46.52 ], [ -72.21, 46.53 ], [ -72.21, 46.54 ], [ -72.22, 46.55 ], [ -72.23, 46.56 ], [ -72.23, 46.57 ], [ -72.24, 46.58 ], [ -72.24, 46.59 ], [ -72.25, 46.6 ], [ -72.25, 46.61 ], [ -72.24, 46.62 ], [ -72.24, 46.63 ], [ -72.23, 46.64 ], [ -72.22, 46.65 ], [ -72.21, 46.65 ], [ -72.2, 46.66 ], [ -72.19, 46.67 ], [ -72.18, 46.67 ], [ -72.17, 46.68 ], [ -72.16, 46.69 ], [ -72.16, 46.7 ], [ -72.15, 46.71 ], [ -72.14, 46.71 ], [ -72.13, 46.72 ], [ -72.12, 46.73 ], [ -72.11, 46.74 ], [ -72.1, 46.75 ], [ -72.1, 46.76 ], [ -72.09, 46.77 ], [ -72.08, 46.77 ], [ -72.07, 46.78 ], [ -72.06, 46.78 ], [ -72.05, 46.78 ], [ -72.04, 46.79 ], [ -72.03, 46.79 ], [ -72.02, 46.79 ], [ -72.01, 46.79 ], [ -72.0, 46.79 ], [ -71.99, 46.79 ], [ -71.98, 46.79 ], [ -71.97, 46.79 ], [ -71.96, 46.8 ], [ -71.95, 46.8 ], [ -71.94, 46.81 ], [ -71.94, 46.82 ], [ -71.94, 46.83 ], [ -71.95, 46.84 ], [ -71.95, 46.85 ], [ -71.96, 46.86 ], [ -71.96, 46.87 ], [ -71.96, 46.88 ], [ -71.96, 46.89 ], [ -71.95, 46.9 ], [ -71.95, 46.91 ], [ -71.94, 46.92 ], [ -71.93, 46.92 ], [ -71.92, 46.92 ], [ -71.91, 46.93 ] ] ] }, "raw_probability": 0.6837, "confidence_lo": 0.0184, "confidence_hi": 0.0188, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "7514468ebe78a64a7ad26e9c15a5cb589f9b4085368745e52d66061df0b84e7e", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.6837, "probability": 0.018824, "confidence_lo": 0.018362, "confidence_hi": 0.018832, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "32825eb1822855ce026a428c716a658723c75063a8679478d81875a7a9095cad", "signature": { "alg": "ed25519", "sig": "1b0da9f7701eb3977af0cce18bb012537d2615ac385ebc724abbd8d78a8cebd64d3dcd1fde5fa094c3619404a0aed0558e8a8b24b8ff5756a791ae2ef3a36406" } }, "receipt_sha256": "32825eb1822855ce026a428c716a658723c75063a8679478d81875a7a9095cad" }, { "storm_id": "272136", "lat": 43.3937, "lon": -72.1919, "motion_east": 4.8, "motion_south": 0.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0188, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1170.0, "ebshear": 50.0, "srh01": 146.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 146.0 }, { "name": "hrrr_pwat", "value": 52.3779 }, { "name": "alignment", "value": 2.9304 }, { "name": "tau", "value": 2.2461 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.6694 }, "coherence_score": 2.2460944652557373, "coherence_diagnostics": { "tau": 2.2460944652557373, "grad_tau": 0.09494446218013763, "torsion": 0.0, "alignment": 2.9304332733154297, "S_field": 0.6873470544815063, "Gamma_field": 0.17331136763095856, "S_over_Gamma": 3.9659664630889893, "Da": 9.595597267150879, "E_coh": 0.44225892424583435, "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": [ [ [ -72.14, 43.49 ], [ -72.1, 43.48 ], [ -72.1, 43.43 ], [ -72.12, 43.41 ], [ -72.13, 43.38 ], [ -72.21, 43.3 ], [ -72.25, 43.3 ], [ -72.26, 43.31 ], [ -72.25, 43.32 ], [ -72.26, 43.34 ], [ -72.25, 43.35 ], [ -72.25, 43.38 ], [ -72.24, 43.4 ], [ -72.19, 43.46 ], [ -72.18, 43.46 ], [ -72.14, 43.49 ] ] ] }, "raw_probability": 0.6694, "confidence_lo": 0.0184, "confidence_hi": 0.0188, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "8e0f21d6e8428a1f568409059ddba79a59b60f5833d8226cd1a9dcb2d502ed6b", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.6694, "probability": 0.018824, "confidence_lo": 0.018362, "confidence_hi": 0.018832, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d3afe57068895ffcf22ef89614bf6c85e2a3a20d6ec3972492bb3bec6402b08a", "signature": { "alg": "ed25519", "sig": "eaf40cf696495c36380ae64fe49084f50ae690062ecd9ca0f6ede482a590e69ee48adfcae50250d3b12c4826ca2f7147831b821ac6bd28b6e3db2e9113d04902" } }, "receipt_sha256": "d3afe57068895ffcf22ef89614bf6c85e2a3a20d6ec3972492bb3bec6402b08a" }, { "storm_id": "271999", "lat": 44.0064, "lon": -71.8845, "motion_east": 10.6, "motion_south": -7.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0188, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1316.0, "ebshear": 53.0, "srh01": 130.0, "maxllaz": 0.003, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 130.0 }, { "name": "hrrr_pwat", "value": 50.2529 }, { "name": "alignment", "value": 1.4141 }, { "name": "tau", "value": 2.2292 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.6454 }, "coherence_score": 2.2292256355285645, "coherence_diagnostics": { "tau": 2.2292256355285645, "grad_tau": 0.1189475953578949, "torsion": 0.0, "alignment": 1.4140629768371582, "S_field": 0.9160028696060181, "Gamma_field": 0.20081135630607605, "S_over_Gamma": 4.561509132385254, "Da": 11.1963529586792, "E_coh": 0.6829380393028259, "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": [ [ [ -71.88, 44.13 ], [ -71.81, 44.13 ], [ -71.81, 44.12 ], [ -71.79, 44.11 ], [ -71.79, 44.1 ], [ -71.77, 44.08 ], [ -71.76, 44.08 ], [ -71.72, 44.11 ], [ -71.71, 44.1 ], [ -71.68, 44.1 ], [ -71.72, 44.08 ], [ -71.72, 44.05 ], [ -71.75, 43.99 ], [ -71.79, 43.99 ], [ -71.81, 44.01 ], [ -71.84, 44.0 ], [ -71.92, 43.9 ], [ -71.97, 43.79 ], [ -72.0, 43.76 ], [ -72.04, 43.77 ], [ -72.05, 43.78 ], [ -72.05, 43.81 ], [ -72.02, 43.86 ], [ -72.02, 43.93 ], [ -72.03, 43.94 ], [ -72.03, 43.99 ], [ -72.02, 44.0 ], [ -72.02, 44.02 ], [ -72.01, 44.04 ], [ -71.96, 44.09 ], [ -71.92, 44.11 ], [ -71.9, 44.11 ], [ -71.88, 44.13 ] ] ] }, "raw_probability": 0.6454, "confidence_lo": 0.0169, "confidence_hi": 0.0188, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "71e38a2976b40b61182494c0caf3c11d3b05149073c9542d6d8724be553bcfd0", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.6454, "probability": 0.018797, "confidence_lo": 0.016949, "confidence_hi": 0.018832, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8aa2079a63f76d050163a456becc05d57a683c870a6be47815b9a7604b12ba46", "signature": { "alg": "ed25519", "sig": "b18705a571ebd375f94551d92cb26ff420acf5acdf6b7eef5590384793ff14eaeb055557092d9be9304bb1125ac6f60c56874dc5313e87579caa3822686e6d02" } }, "receipt_sha256": "8aa2079a63f76d050163a456becc05d57a683c870a6be47815b9a7604b12ba46" }, { "storm_id": "272104", "lat": 44.3913, "lon": -71.737, "motion_east": 10.0, "motion_south": -8.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0188, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1207.0, "ebshear": 50.0, "srh01": 131.0, "maxllaz": 0.005, "mesh": 0.04, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 131.0 }, { "name": "hrrr_pwat", "value": 50.2529 }, { "name": "alignment", "value": 1.4141 }, { "name": "tau", "value": 2.2292 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.6454 }, "coherence_score": 2.2292256355285645, "coherence_diagnostics": { "tau": 2.2292256355285645, "grad_tau": 0.1189475953578949, "torsion": 0.0, "alignment": 1.4140629768371582, "S_field": 0.9160028696060181, "Gamma_field": 0.20081135630607605, "S_over_Gamma": 4.561509132385254, "Da": 11.1963529586792, "E_coh": 0.6829380393028259, "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": [ [ [ -71.67, 44.53 ], [ -71.65, 44.52 ], [ -71.67, 44.48 ], [ -71.72, 44.44 ], [ -71.72, 44.39 ], [ -71.73, 44.38 ], [ -71.73, 44.35 ], [ -71.71, 44.33 ], [ -71.71, 44.28 ], [ -71.73, 44.26 ], [ -71.76, 44.26 ], [ -71.77, 44.27 ], [ -71.77, 44.29 ], [ -71.79, 44.31 ], [ -71.79, 44.33 ], [ -71.81, 44.35 ], [ -71.82, 44.39 ], [ -71.8, 44.43 ], [ -71.78, 44.45 ], [ -71.74, 44.46 ], [ -71.72, 44.48 ], [ -71.69, 44.49 ], [ -71.67, 44.53 ] ] ] }, "raw_probability": 0.6454, "confidence_lo": 0.0169, "confidence_hi": 0.0188, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "71e38a2976b40b61182494c0caf3c11d3b05149073c9542d6d8724be553bcfd0", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.6454, "probability": 0.018797, "confidence_lo": 0.016949, "confidence_hi": 0.018832, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8aa2079a63f76d050163a456becc05d57a683c870a6be47815b9a7604b12ba46", "signature": { "alg": "ed25519", "sig": "b18705a571ebd375f94551d92cb26ff420acf5acdf6b7eef5590384793ff14eaeb055557092d9be9304bb1125ac6f60c56874dc5313e87579caa3822686e6d02" } }, "receipt_sha256": "8aa2079a63f76d050163a456becc05d57a683c870a6be47815b9a7604b12ba46" }, { "storm_id": "272137", "lat": 43.1909, "lon": -72.3427, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0149, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1120.0, "ebshear": 52.0, "srh01": 140.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 140.0 }, { "name": "hrrr_pwat", "value": 52.3779 }, { "name": "alignment", "value": 2.9304 }, { "name": "tau", "value": 2.2461 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.6408 }, "coherence_score": 2.2460944652557373, "coherence_diagnostics": { "tau": 2.2460944652557373, "grad_tau": 0.09494446218013763, "torsion": 0.0, "alignment": 2.9304332733154297, "S_field": 0.6873470544815063, "Gamma_field": 0.17331136763095856, "S_over_Gamma": 3.9659664630889893, "Da": 9.595597267150879, "E_coh": 0.44225892424583435, "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": [ [ [ -72.32, 43.24 ], [ -72.28, 43.24 ], [ -72.28, 43.21 ], [ -72.34, 43.14 ], [ -72.36, 43.13 ], [ -72.39, 43.13 ], [ -72.4, 43.14 ], [ -72.4, 43.17 ], [ -72.35, 43.23 ], [ -72.33, 43.23 ], [ -72.32, 43.24 ] ] ] }, "raw_probability": 0.6408, "confidence_lo": 0.012, "confidence_hi": 0.0149, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "d27d2aae5bccd87bafb76c57e199b0839d3854da0b9f41053d9fae772c07286c", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.6408, "probability": 0.014882, "confidence_lo": 0.012032, "confidence_hi": 0.014925, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ff0a7173273648df59ae5e727ae8a81e77d3de1d350e3b8d222b37ea09eea9e3", "signature": { "alg": "ed25519", "sig": "9c3d92a3bbf025202d7bd127598df142d47d0dcb4b29f25282891d8e8e2605b4fdd85f7b4709ba5a0e5ab3f6228c4ec8ce0b885917ec8d523f9b44ee14924509" } }, "receipt_sha256": "ff0a7173273648df59ae5e727ae8a81e77d3de1d350e3b8d222b37ea09eea9e3" }, { "storm_id": "271810", "lat": 46.374, "lon": -72.029, "motion_east": 7.3, "motion_south": -4.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0149, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 879.0, "ebshear": 46.0, "srh01": 124.0, "maxllaz": 0.007, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 124.0 }, { "name": "hrrr_pwat", "value": 48.0029 }, { "name": "alignment", "value": -8.6846 }, { "name": "tau", "value": 1.812 }, { "name": "maxllaz", "value": 0.007 } ], "model_scores": { "gbt_prob": 0.6363 }, "coherence_score": 1.8119869232177734, "coherence_diagnostics": { "tau": 1.8119869232177734, "grad_tau": 0.20963828265666962, "torsion": 0.0, "alignment": -8.68456745147705, "S_field": 0.5545245409011841, "Gamma_field": 0.2091446965932846, "S_over_Gamma": 2.6513917446136475, "Da": 12.245009422302246, "E_coh": 0.47160691022872925, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -72.02, 46.47 ], [ -71.98, 46.46 ], [ -71.97, 46.45 ], [ -71.96, 46.43 ], [ -71.96, 46.37 ], [ -71.97, 46.36 ], [ -71.97, 46.34 ], [ -71.99, 46.32 ], [ -72.0, 46.28 ], [ -72.02, 46.26 ], [ -72.05, 46.26 ], [ -72.06, 46.27 ], [ -72.05, 46.3 ], [ -72.11, 46.35 ], [ -72.11, 46.39 ], [ -72.12, 46.4 ], [ -72.1, 46.42 ], [ -72.08, 46.42 ], [ -72.04, 46.46 ], [ -72.02, 46.47 ] ] ] }, "raw_probability": 0.6363, "confidence_lo": 0.012, "confidence_hi": 0.0149, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "47caeb180bedd9476d19a5e3e13110bc46bd8960abaa67e05fd55e39afa58270", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.6363, "probability": 0.014882, "confidence_lo": 0.012032, "confidence_hi": 0.014925, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d216c42103b084dad7018cf1a79c4c57fee423d88bf4430a8e00bf8f32897808", "signature": { "alg": "ed25519", "sig": "82c992c0d1162353fa48b645f7e89beaff41f28b6b5e240c0bb56501f775fbeba778be220f5cb543a1277ef4227a00796511f27a1d498834a3ebe49f30c8490a" } }, "receipt_sha256": "d216c42103b084dad7018cf1a79c4c57fee423d88bf4430a8e00bf8f32897808" }, { "storm_id": "271895", "lat": 44.463, "lon": -73.0348, "motion_east": 7.5, "motion_south": -1.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0125, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1051.0, "ebshear": 46.0, "srh01": 76.0, "maxllaz": 0.003, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 76.0 }, { "name": "hrrr_pwat", "value": 50.0029 }, { "name": "alignment", "value": 4.8238 }, { "name": "tau", "value": 1.9748 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.6239 }, "coherence_score": 1.974825382232666, "coherence_diagnostics": { "tau": 1.974825382232666, "grad_tau": 0.22470806539058685, "torsion": 0.0, "alignment": 4.823830604553223, "S_field": 0.5708891749382019, "Gamma_field": 0.16331136226654053, "S_over_Gamma": 3.4957101345062256, "Da": 8.992156982421875, "E_coh": 0.6329814791679382, "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, 44.55 ], [ -72.97, 44.55 ], [ -72.95, 44.54 ], [ -72.9, 44.49 ], [ -72.9, 44.47 ], [ -72.91, 44.46 ], [ -72.94, 44.46 ], [ -72.96, 44.47 ], [ -73.0, 44.43 ], [ -73.0, 44.42 ], [ -73.05, 44.38 ], [ -73.07, 44.38 ], [ -73.08, 44.37 ], [ -73.14, 44.38 ], [ -73.15, 44.39 ], [ -73.14, 44.41 ], [ -73.14, 44.43 ], [ -73.15, 44.44 ], [ -73.14, 44.47 ], [ -73.08, 44.53 ], [ -73.06, 44.54 ], [ -73.03, 44.54 ], [ -73.02, 44.55 ] ] ] }, "raw_probability": 0.6239, "confidence_lo": 0.012, "confidence_hi": 0.0126, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "fb06cc535b1e0f3638d6678f602464f51eba7c6365c1e1c6af2c61ff19f024fb", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.6239, "probability": 0.012548, "confidence_lo": 0.012032, "confidence_hi": 0.012555, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4976f3e470e13f4c679ffb0f6cc24f38f1f6e6c708db691e0b4930ce5b39e085", "signature": { "alg": "ed25519", "sig": "414c71cc87bf394d270e42e924ec1bfae3a8f97981e7ec5715baa05611d6d3c6b6fffe2803fb333519d5a2943f27a7d56586d2cf1816fa41bdd490d036e62b07" } }, "receipt_sha256": "4976f3e470e13f4c679ffb0f6cc24f38f1f6e6c708db691e0b4930ce5b39e085" }, { "storm_id": "272102", "lat": 46.9491, "lon": -71.6791, "motion_east": 6.3, "motion_south": -3.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0125, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 354.0, "ebshear": 32.0, "srh01": 159.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 159.0 }, { "name": "hrrr_pwat", "value": 53.5029 }, { "name": "alignment", "value": -10.178 }, { "name": "tau", "value": 1.5632 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.617 }, "coherence_score": 1.5632047653198242, "coherence_diagnostics": { "tau": 1.5632047653198242, "grad_tau": 0.33481884002685547, "torsion": 0.0, "alignment": -10.177983283996582, "S_field": 0.5445482730865479, "Gamma_field": 0.15747803449630737, "S_over_Gamma": 3.4579315185546875, "Da": 9.298816680908203, "E_coh": 0.4140726625919342, "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": [ [ [ -71.7, 46.99 ], [ -71.65, 46.99 ], [ -71.63, 46.98 ], [ -71.63, 46.94 ], [ -71.64, 46.92 ], [ -71.67, 46.92 ], [ -71.68, 46.91 ], [ -71.71, 46.91 ], [ -71.73, 46.92 ], [ -71.73, 46.97 ], [ -71.7, 46.99 ] ] ] }, "raw_probability": 0.617, "confidence_lo": 0.012, "confidence_hi": 0.0126, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "4a0487f783189156dd8d6cae3d5181d7ca7b3552473e63ea188a8e43fa4a373c", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.617, "probability": 0.012548, "confidence_lo": 0.012032, "confidence_hi": 0.012555, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "feb298604e9280fb83b6f66668fe31bb29044459b55017f46da769059f5c059c", "signature": { "alg": "ed25519", "sig": "a0ce5b57c54871c850b202ff0cd66443d7d523c35a37caa28a6c4985684eeacf688eed0c7a13f2270d517996bba9d3c02c37123f7068fa4ac36e3d1b1fadd506" } }, "receipt_sha256": "feb298604e9280fb83b6f66668fe31bb29044459b55017f46da769059f5c059c" }, { "storm_id": "272134", "lat": 44.6408, "lon": -72.79, "motion_east": 7.3, "motion_south": -1.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0125, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 764.0, "ebshear": 39.0, "srh01": 85.0, "maxllaz": 0.005, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 85.0 }, { "name": "hrrr_pwat", "value": 50.0029 }, { "name": "alignment", "value": 4.8238 }, { "name": "tau", "value": 1.9748 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.6139 }, "coherence_score": 1.974825382232666, "coherence_diagnostics": { "tau": 1.974825382232666, "grad_tau": 0.22470806539058685, "torsion": 0.0, "alignment": 4.823830604553223, "S_field": 0.5708891749382019, "Gamma_field": 0.16331136226654053, "S_over_Gamma": 3.4957101345062256, "Da": 8.992156982421875, "E_coh": 0.6329814791679382, "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": [ [ [ -72.8, 44.68 ], [ -72.76, 44.68 ], [ -72.76, 44.65 ], [ -72.73, 44.62 ], [ -72.75, 44.6 ], [ -72.78, 44.6 ], [ -72.8, 44.59 ], [ -72.83, 44.61 ], [ -72.81, 44.63 ], [ -72.81, 44.65 ], [ -72.83, 44.67 ], [ -72.81, 44.67 ], [ -72.8, 44.68 ] ] ] }, "raw_probability": 0.6139, "confidence_lo": 0.012, "confidence_hi": 0.0126, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "89b08eabeb1c145ad7e28cc4cd64c65c1982feaf5778357a8d282bf44acec8b9", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.6139, "probability": 0.012548, "confidence_lo": 0.012032, "confidence_hi": 0.012555, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3567ca50c5ec079ba4e495f3388e7c2f107206fb69419cc48e7836684781629d", "signature": { "alg": "ed25519", "sig": "60df6fe3c714fc4ded9c4bb25db9d823533a7c884970ea9ac58af39939aea50ec122aeae29393e9a346737b3ac26fe27feae941e2f1751b1a798e867d103ed0e" } }, "receipt_sha256": "3567ca50c5ec079ba4e495f3388e7c2f107206fb69419cc48e7836684781629d" }, { "storm_id": "271388", "lat": 45.5626, "lon": -71.1683, "motion_east": 8.1, "motion_south": -3.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0125, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 910.0, "ebshear": 47.0, "srh01": 99.0, "maxllaz": 0.006, "mesh": 0.13, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 99.0 }, { "name": "hrrr_pwat", "value": 43.7529 }, { "name": "alignment", "value": -10.1024 }, { "name": "tau", "value": 1.9086 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.6126 }, "coherence_score": 1.9086034297943115, "coherence_diagnostics": { "tau": 1.9086034297943115, "grad_tau": 0.1785033792257309, "torsion": 0.0, "alignment": -10.102397918701172, "S_field": 0.4399130940437317, "Gamma_field": 0.1908113658428192, "S_over_Gamma": 2.3054869174957275, "Da": 11.135290145874023, "E_coh": 0.2204459309577942, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -71.09, 45.7 ], [ -71.06, 45.7 ], [ -71.05, 45.69 ], [ -71.06, 45.64 ], [ -71.09, 45.6 ], [ -71.09, 45.54 ], [ -71.12, 45.51 ], [ -71.12, 45.5 ], [ -71.17, 45.48 ], [ -71.21, 45.44 ], [ -71.22, 45.42 ], [ -71.27, 45.42 ], [ -71.29, 45.46 ], [ -71.28, 45.47 ], [ -71.28, 45.49 ], [ -71.26, 45.53 ], [ -71.23, 45.56 ], [ -71.23, 45.57 ], [ -71.21, 45.58 ], [ -71.17, 45.62 ], [ -71.17, 45.63 ], [ -71.11, 45.69 ], [ -71.09, 45.7 ] ] ] }, "raw_probability": 0.6126, "confidence_lo": 0.012, "confidence_hi": 0.0126, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "9880b165d1c82bbe8cee7d5489d7860449ed3405fd3181ce9c59afcc53946b21", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.6126, "probability": 0.012548, "confidence_lo": 0.012032, "confidence_hi": 0.012555, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "98c60ddf8663b62f01a3a1eee9574e64b062b0502f8ad07a91d17e8a04cb702f", "signature": { "alg": "ed25519", "sig": "8f25dee463b3786a322a53cde9b385a840fa52c5db5ff7b0055b5a1732a837427507b8b59264d0f2aa1e0a36253cdd1c9428ca27a62f5e339c271377e992620a" } }, "receipt_sha256": "98c60ddf8663b62f01a3a1eee9574e64b062b0502f8ad07a91d17e8a04cb702f" }, { "storm_id": "271433", "lat": 45.7994, "lon": -71.3988, "motion_east": 8.1, "motion_south": -3.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0125, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1006.0, "ebshear": 43.0, "srh01": 101.0, "maxllaz": 0.005, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 101.0 }, { "name": "hrrr_pwat", "value": 43.7529 }, { "name": "alignment", "value": -10.1024 }, { "name": "tau", "value": 1.9086 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.6126 }, "coherence_score": 1.9086034297943115, "coherence_diagnostics": { "tau": 1.9086034297943115, "grad_tau": 0.1785033792257309, "torsion": 0.0, "alignment": -10.102397918701172, "S_field": 0.4399130940437317, "Gamma_field": 0.1908113658428192, "S_over_Gamma": 2.3054869174957275, "Da": 11.135290145874023, "E_coh": 0.2204459309577942, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -71.41, 45.93 ], [ -71.37, 45.93 ], [ -71.37, 45.91 ], [ -71.34, 45.88 ], [ -71.35, 45.86 ], [ -71.35, 45.69 ], [ -71.37, 45.67 ], [ -71.37, 45.66 ], [ -71.41, 45.66 ], [ -71.41, 45.68 ], [ -71.42, 45.69 ], [ -71.42, 45.78 ], [ -71.43, 45.79 ], [ -71.43, 45.82 ], [ -71.46, 45.85 ], [ -71.46, 45.86 ], [ -71.41, 45.93 ] ] ] }, "raw_probability": 0.6126, "confidence_lo": 0.012, "confidence_hi": 0.0126, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "9880b165d1c82bbe8cee7d5489d7860449ed3405fd3181ce9c59afcc53946b21", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.6126, "probability": 0.012548, "confidence_lo": 0.012032, "confidence_hi": 0.012555, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "98c60ddf8663b62f01a3a1eee9574e64b062b0502f8ad07a91d17e8a04cb702f", "signature": { "alg": "ed25519", "sig": "8f25dee463b3786a322a53cde9b385a840fa52c5db5ff7b0055b5a1732a837427507b8b59264d0f2aa1e0a36253cdd1c9428ca27a62f5e339c271377e992620a" } }, "receipt_sha256": "98c60ddf8663b62f01a3a1eee9574e64b062b0502f8ad07a91d17e8a04cb702f" }, { "storm_id": "272139", "lat": 42.145, "lon": -73.2425, "motion_east": 11.2, "motion_south": -7.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0125, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 997.0, "ebshear": 50.0, "srh01": 100.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 100.0 }, { "name": "hrrr_pwat", "value": 48.0029 }, { "name": "alignment", "value": 5.3419 }, { "name": "tau", "value": 2.1615 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.6076 }, "coherence_score": 2.161461114883423, "coherence_diagnostics": { "tau": 2.161461114883423, "grad_tau": 0.29090094566345215, "torsion": 0.0, "alignment": 5.341926574707031, "S_field": 0.5951186418533325, "Gamma_field": 0.1858113557100296, "S_over_Gamma": 3.2028110027313232, "Da": 10.032556533813477, "E_coh": 0.6487931609153748, "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": [ [ [ -73.25, 42.18 ], [ -73.21, 42.18 ], [ -73.21, 42.12 ], [ -73.22, 42.11 ], [ -73.26, 42.11 ], [ -73.27, 42.12 ], [ -73.27, 42.16 ], [ -73.25, 42.18 ] ] ] }, "raw_probability": 0.6076, "confidence_lo": 0.012, "confidence_hi": 0.0126, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "3c7c557d1dfa818efdf57e41dd2938b4d7be72ff6cd13b457f35208b9039c2e1", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.6076, "probability": 0.012548, "confidence_lo": 0.012032, "confidence_hi": 0.012555, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3072f0ff1821ba95b04febfe35240592869aab0ee0ceeec19164492e20eb6fb4", "signature": { "alg": "ed25519", "sig": "eafc0cbf535c3cacdbfc12ffaddfb7b73a7394983d4a19fd36ac885455b1eaa99b2a36a10435849a1e7503f3bdd1999a60ad2c809ab91a21883824552c395e08" } }, "receipt_sha256": "3072f0ff1821ba95b04febfe35240592869aab0ee0ceeec19164492e20eb6fb4" }, { "storm_id": "270779", "lat": 46.068, "lon": -71.6967, "motion_east": 4.8, "motion_south": 0.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0125, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1023.0, "ebshear": 43.0, "srh01": 119.0, "maxllaz": 0.014, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 119.0 }, { "name": "hrrr_pwat", "value": 48.0029 }, { "name": "alignment", "value": -8.6846 }, { "name": "tau", "value": 1.812 }, { "name": "maxllaz", "value": 0.014 } ], "model_scores": { "gbt_prob": 0.6074 }, "coherence_score": 1.8119869232177734, "coherence_diagnostics": { "tau": 1.8119869232177734, "grad_tau": 0.20963828265666962, "torsion": 0.0, "alignment": -8.68456745147705, "S_field": 0.5545245409011841, "Gamma_field": 0.2091446965932846, "S_over_Gamma": 2.6513917446136475, "Da": 12.245009422302246, "E_coh": 0.47160691022872925, "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": [ [ [ -71.71, 46.12 ], [ -71.68, 46.12 ], [ -71.66, 46.1 ], [ -71.65, 46.07 ], [ -71.63, 46.05 ], [ -71.63, 46.0 ], [ -71.67, 46.0 ], [ -71.68, 46.02 ], [ -71.72, 46.04 ], [ -71.73, 46.03 ], [ -71.76, 46.04 ], [ -71.76, 46.09 ], [ -71.74, 46.11 ], [ -71.72, 46.11 ], [ -71.71, 46.12 ] ] ] }, "raw_probability": 0.6074, "confidence_lo": 0.012, "confidence_hi": 0.0126, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "68ed4db06bcb535fbe965f44bcfcaaf3d8ea05141f5a583bc0cf2e4ef23e6d7b", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.6074, "probability": 0.012548, "confidence_lo": 0.012032, "confidence_hi": 0.012555, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "41c6468a8c6109b7e8b7e378f5adf875f5d938fc8bb3c3ceb68a90ddea6f3ac5", "signature": { "alg": "ed25519", "sig": "55498fcfcebf564bfe79ae50507bb6ed3d934d2e7550e2d656e6d870e7933c5411184ca4fe242ae938911826b86fcdd2727b9e45a9d1ce0422b10718cd75c601" } }, "receipt_sha256": "41c6468a8c6109b7e8b7e378f5adf875f5d938fc8bb3c3ceb68a90ddea6f3ac5" }, { "storm_id": "271892", "lat": 45.8627, "lon": -70.9745, "motion_east": 6.3, "motion_south": -1.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0123, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 986.0, "ebshear": 43.0, "srh01": 93.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 93.0 }, { "name": "hrrr_pwat", "value": 43.7529 }, { "name": "alignment", "value": -10.1024 }, { "name": "tau", "value": 1.9086 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.5858 }, "coherence_score": 1.9086034297943115, "coherence_diagnostics": { "tau": 1.9086034297943115, "grad_tau": 0.1785033792257309, "torsion": 0.0, "alignment": -10.102397918701172, "S_field": 0.4399130940437317, "Gamma_field": 0.1908113658428192, "S_over_Gamma": 2.3054869174957275, "Da": 11.135290145874023, "E_coh": 0.2204459309577942, "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": [ [ [ -70.97, 45.92 ], [ -70.94, 45.92 ], [ -70.92, 45.9 ], [ -70.92, 45.86 ], [ -70.93, 45.84 ], [ -70.97, 45.8 ], [ -71.01, 45.8 ], [ -71.03, 45.81 ], [ -71.04, 45.84 ], [ -71.02, 45.88 ], [ -70.97, 45.92 ] ] ] }, "raw_probability": 0.5858, "confidence_lo": 0.011, "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "ed0d3d14698e8e03ca65482a2fe19819294c81ebfbf002e61537a697a32e60fa", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.5858, "probability": 0.012284, "confidence_lo": 0.010965, "confidence_hi": 0.0123, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9b48eec1a553625d39113f3a9988428595c2e4b487e10aaa0522053f0045e3c5", "signature": { "alg": "ed25519", "sig": "ec12b910b0dd6dc89a084bc0ce77eac5b1faebe87c0812f32fcaa1e513686ed4ba80917847c61ad8b0e0d5a52a6b9888ba1420627eebd39eda816013ec5b8f05" } }, "receipt_sha256": "9b48eec1a553625d39113f3a9988428595c2e4b487e10aaa0522053f0045e3c5" }, { "storm_id": "272074", "lat": 40.8444, "lon": -69.1133, "motion_east": 7.2, "motion_south": -1.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0066, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1793.0, "ebshear": 10.0, "srh01": 142.0, "maxllaz": 0.001, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 142.0 }, { "name": "hrrr_pwat", "value": 66.2529 }, { "name": "alignment", "value": -9.1793 }, { "name": "tau", "value": 2.4176 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.5549 }, "coherence_score": 2.4176340103149414, "coherence_diagnostics": { "tau": 2.4176340103149414, "grad_tau": 0.2628377676010132, "torsion": 0.0, "alignment": -9.17927360534668, "S_field": 0.7929995059967041, "Gamma_field": 0.1533113569021225, "S_over_Gamma": 5.1724772453308105, "Da": 8.384982109069824, "E_coh": 0.7392229437828064, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -69.1, 40.87 ], [ -69.08, 40.86 ], [ -69.07, 40.81 ], [ -69.12, 40.8 ], [ -69.15, 40.82 ], [ -69.15, 40.85 ], [ -69.14, 40.86 ], [ -69.11, 40.86 ], [ -69.1, 40.87 ] ] ] }, "raw_probability": 0.5549, "confidence_lo": 0.0065, "confidence_hi": 0.0066, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "4868d4a0da55f7d05a50f336b51f8cc38e73ee65f21a4740634a621a4816f78f", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.5549, "probability": 0.006607, "confidence_lo": 0.00647, "confidence_hi": 0.006608, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f2627d023730e81fec0f52c12625e86578fcc6129fd16126f53e7657bfefc5d2", "signature": { "alg": "ed25519", "sig": "7457b4c3b0d22f61e5cb022128110c580581e40b8b48dac1950aadafad1d59831a226a389435e4dc362e2b705b32e1721a19a338fe723bf0ed5ee576e7ea510d" } }, "receipt_sha256": "f2627d023730e81fec0f52c12625e86578fcc6129fd16126f53e7657bfefc5d2" }, { "storm_id": "271618", "lat": 48.6985, "lon": -68.5885, "motion_east": 6.8, "motion_south": -6.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0066, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 57.0, "ebshear": 26.0, "srh01": 210.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 210.0 }, { "name": "hrrr_pwat", "value": 47.5029 }, { "name": "alignment", "value": -10.6478 }, { "name": "tau", "value": 0.5356 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.544 }, "coherence_score": 0.535635232925415, "coherence_diagnostics": { "tau": 0.535635232925415, "grad_tau": 0.45593342185020447, "torsion": 0.0, "alignment": -10.64784049987793, "S_field": 0.41964077949523926, "Gamma_field": 0.15747803449630737, "S_over_Gamma": 2.664757490158081, "Da": 9.387491226196289, "E_coh": 0.37435272336006165, "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": [ [ [ -68.27, 48.9 ], [ -68.24, 48.9 ], [ -68.22, 48.89 ], [ -68.22, 48.87 ], [ -68.24, 48.86 ], [ -68.22, 48.85 ], [ -68.24, 48.84 ], [ -68.24, 48.82 ], [ -68.22, 48.8 ], [ -68.22, 48.76 ], [ -68.25, 48.73 ], [ -68.3, 48.73 ], [ -68.31, 48.74 ], [ -68.33, 48.73 ], [ -68.41, 48.73 ], [ -68.42, 48.74 ], [ -68.44, 48.74 ], [ -68.47, 48.71 ], [ -68.5, 48.71 ], [ -68.54, 48.69 ], [ -68.58, 48.65 ], [ -68.59, 48.63 ], [ -68.59, 48.61 ], [ -68.58, 48.6 ], [ -68.64, 48.6 ], [ -68.65, 48.59 ], [ -68.67, 48.59 ], [ -68.71, 48.57 ], [ -68.77, 48.56 ], [ -68.79, 48.54 ], [ -68.8, 48.51 ], [ -68.82, 48.5 ], [ -68.85, 48.46 ], [ -68.87, 48.46 ], [ -68.88, 48.45 ], [ -68.97, 48.45 ], [ -68.98, 48.46 ], [ -68.99, 48.48 ], [ -68.99, 48.51 ], [ -68.97, 48.53 ], [ -68.96, 48.53 ], [ -68.93, 48.57 ], [ -68.9, 48.57 ], [ -68.87, 48.61 ], [ -68.87, 48.71 ], [ -68.84, 48.74 ], [ -68.84, 48.75 ], [ -68.82, 48.76 ], [ -68.78, 48.76 ], [ -68.79, 48.7 ], [ -68.76, 48.68 ], [ -68.74, 48.69 ], [ -68.7, 48.74 ], [ -68.69, 48.74 ], [ -68.65, 48.77 ], [ -68.62, 48.77 ], [ -68.58, 48.79 ], [ -68.55, 48.82 ], [ -68.52, 48.83 ], [ -68.49, 48.86 ], [ -68.39, 48.87 ], [ -68.38, 48.86 ], [ -68.33, 48.86 ], [ -68.31, 48.85 ], [ -68.27, 48.88 ], [ -68.27, 48.9 ] ] ] }, "raw_probability": 0.544, "confidence_lo": 0.0065, "confidence_hi": 0.0066, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "27db6da78ba67f3f1e248e25333fb923ca7dc21c7919397aec618b2194ec60cc", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.544, "probability": 0.006573, "confidence_lo": 0.00647, "confidence_hi": 0.006574, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d4fac6f8c0eac79a503e4fd4617dde1addad0084205c2d6ee93fd59b3c6e835f", "signature": { "alg": "ed25519", "sig": "c358ba47456d5136b366624f9bc07f8121f15740a7a4199a20808bec370bbc805380ed3b022da78ebcbbae4ec7b9b5fbda10fdec94e3af47dd30f0fdd823350e" } }, "receipt_sha256": "d4fac6f8c0eac79a503e4fd4617dde1addad0084205c2d6ee93fd59b3c6e835f" }, { "storm_id": "271795", "lat": 41.7241, "lon": -71.0347, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0066, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1771.0, "ebshear": 32.0, "srh01": 154.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 154.0 }, { "name": "hrrr_pwat", "value": 64.0029 }, { "name": "alignment", "value": -4.642 }, { "name": "tau", "value": 2.385 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.5366 }, "coherence_score": 2.385009527206421, "coherence_diagnostics": { "tau": 2.385009527206421, "grad_tau": 0.09673863649368286, "torsion": 0.0, "alignment": -4.6419997215271, "S_field": 0.6028295159339905, "Gamma_field": 0.25664469599723816, "S_over_Gamma": 2.3488874435424805, "Da": 14.02260971069336, "E_coh": 0.44194677472114563, "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": [ [ [ -71.04, 41.8 ], [ -71.01, 41.8 ], [ -70.99, 41.78 ], [ -70.98, 41.74 ], [ -70.97, 41.73 ], [ -70.98, 41.72 ], [ -70.98, 41.69 ], [ -71.0, 41.67 ], [ -71.04, 41.66 ], [ -71.05, 41.65 ], [ -71.06, 41.66 ], [ -71.09, 41.66 ], [ -71.11, 41.68 ], [ -71.11, 41.72 ], [ -71.07, 41.77 ], [ -71.07, 41.78 ], [ -71.04, 41.8 ] ] ] }, "raw_probability": 0.5366, "confidence_lo": 0.0065, "confidence_hi": 0.0066, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "176240571c1b9cd861831c1fe1485f2f621b08df18dbc8e9fc16a200d88fee9f", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.5366, "probability": 0.006573, "confidence_lo": 0.00647, "confidence_hi": 0.006574, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "326a2b92f0721c6b90d5728bb1bcf839fd42eea1ea71acb29db0a7ec90af6cd4", "signature": { "alg": "ed25519", "sig": "34fe7a4bbf19014d1303fab94b3a1f1c1c2bba0addcbbb94a7dc963d39db30b6e86287db10ded6e6726cdbfa66f6a35c0e4ee1d13f16a7de71d1d497751f5f0b" } }, "receipt_sha256": "326a2b92f0721c6b90d5728bb1bcf839fd42eea1ea71acb29db0a7ec90af6cd4" }, { "storm_id": "272129", "lat": 48.5586, "lon": -68.5371, "motion_east": 6.8, "motion_south": -6.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0066, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 75.0, "ebshear": 27.0, "srh01": 208.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 208.0 }, { "name": "hrrr_pwat", "value": 47.5029 }, { "name": "alignment", "value": -10.6478 }, { "name": "tau", "value": 0.5356 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.528 }, "coherence_score": 0.535635232925415, "coherence_diagnostics": { "tau": 0.535635232925415, "grad_tau": 0.45593342185020447, "torsion": 0.0, "alignment": -10.64784049987793, "S_field": 0.41964077949523926, "Gamma_field": 0.15747803449630737, "S_over_Gamma": 2.664757490158081, "Da": 9.387491226196289, "E_coh": 0.37435272336006165, "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": [ [ [ -68.54, 48.59 ], [ -68.51, 48.58 ], [ -68.51, 48.52 ], [ -68.54, 48.52 ], [ -68.56, 48.53 ], [ -68.56, 48.58 ], [ -68.54, 48.59 ] ] ] }, "raw_probability": 0.528, "confidence_lo": 0.0065, "confidence_hi": 0.0066, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "a53a87c8e4d8e65b162a75c0466b623eab04807636a227840f2fbddae6ee80f9", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.528, "probability": 0.006573, "confidence_lo": 0.00647, "confidence_hi": 0.006574, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "aba46b6f25e75871eb8269eccd67b25381c2d8db5e44fb3046fd3137e4393b0b", "signature": { "alg": "ed25519", "sig": "67fcf7a4af4a48af1c92183f92d7092ba61d133af2eaa2a196ba74f7f2f3e6da9d2404a20a22bb9a01efbad0a3333f05c02f9085ac107dc6d43e4949da4b1501" } }, "receipt_sha256": "aba46b6f25e75871eb8269eccd67b25381c2d8db5e44fb3046fd3137e4393b0b" }, { "storm_id": "271776", "lat": 40.6181, "lon": -69.2442, "motion_east": 7.6, "motion_south": -1.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0066, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1971.0, "ebshear": 10.0, "srh01": 134.0, "maxllaz": 0.001, "mesh": 0.13, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 134.0 }, { "name": "hrrr_pwat", "value": 62.8779 }, { "name": "alignment", "value": -2.3416 }, { "name": "tau", "value": 2.455 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.5161 }, "coherence_score": 2.45501971244812, "coherence_diagnostics": { "tau": 2.45501971244812, "grad_tau": 0.28698307275772095, "torsion": 0.0, "alignment": -2.341644763946533, "S_field": 0.8077842593193054, "Gamma_field": 0.15664470195770264, "S_over_Gamma": 5.156792640686035, "Da": 8.640514373779297, "E_coh": 0.8489389419555664, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -69.2, 40.75 ], [ -69.15, 40.75 ], [ -69.13, 40.74 ], [ -69.12, 40.68 ], [ -69.13, 40.68 ], [ -69.17, 40.64 ], [ -69.21, 40.65 ], [ -69.23, 40.63 ], [ -69.23, 40.58 ], [ -69.24, 40.57 ], [ -69.25, 40.48 ], [ -69.26, 40.47 ], [ -69.27, 40.48 ], [ -69.31, 40.48 ], [ -69.33, 40.49 ], [ -69.34, 40.53 ], [ -69.35, 40.54 ], [ -69.34, 40.55 ], [ -69.33, 40.6 ], [ -69.31, 40.64 ], [ -69.29, 40.65 ], [ -69.26, 40.65 ], [ -69.24, 40.67 ], [ -69.24, 40.69 ], [ -69.22, 40.73 ], [ -69.2, 40.75 ] ] ] }, "raw_probability": 0.5161, "confidence_lo": 0.0065, "confidence_hi": 0.0066, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "096245ff9a33f94e39643868dc7e42104a346b69b680f06294ccc675e977ebee", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.5161, "probability": 0.006573, "confidence_lo": 0.00647, "confidence_hi": 0.006574, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "73287124ee936a27fc1a989a08cbf609673b03ff1bc8f01099957299bf40531e", "signature": { "alg": "ed25519", "sig": "880159730e506c3b8c246a0382dd44a7ee90f183c894ff205581e135a1cbbb28f18658022084183e82fef9a92078a17230cdb03b3fa362e077f3d144abc34f0b" } }, "receipt_sha256": "73287124ee936a27fc1a989a08cbf609673b03ff1bc8f01099957299bf40531e" }, { "storm_id": "271407", "lat": 42.348, "lon": -73.1185, "motion_east": 11.5, "motion_south": -7.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0066, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 996.0, "ebshear": 48.0, "srh01": 108.0, "maxllaz": 0.004, "mesh": 0.08, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 108.0 }, { "name": "hrrr_pwat", "value": 45.5029 }, { "name": "alignment", "value": 5.5287 }, { "name": "tau", "value": 2.0627 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.4886 }, "coherence_score": 2.0627129077911377, "coherence_diagnostics": { "tau": 2.0627129077911377, "grad_tau": 0.28729572892189026, "torsion": 0.0, "alignment": 5.528717517852783, "S_field": 0.48085492849349976, "Gamma_field": 0.22664469480514526, "S_over_Gamma": 2.12162446975708, "Da": 12.438528060913086, "E_coh": 0.5212078094482422, "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": [ [ [ -73.03, 42.42 ], [ -73.01, 42.41 ], [ -73.01, 42.39 ], [ -73.03, 42.37 ], [ -73.03, 42.35 ], [ -73.06, 42.32 ], [ -73.07, 42.32 ], [ -73.17, 42.22 ], [ -73.22, 42.21 ], [ -73.26, 42.25 ], [ -73.26, 42.31 ], [ -73.23, 42.34 ], [ -73.22, 42.34 ], [ -73.2, 42.36 ], [ -73.16, 42.36 ], [ -73.13, 42.38 ], [ -73.11, 42.38 ], [ -73.1, 42.4 ], [ -73.04, 42.41 ], [ -73.03, 42.42 ] ] ] }, "raw_probability": 0.4886, "confidence_lo": 0.0065, "confidence_hi": 0.0066, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "e75218680b3381c65ec39c4aacbfacfd6fdee41aefd422825c0dfaccb83bce9d", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.4886, "probability": 0.006573, "confidence_lo": 0.00647, "confidence_hi": 0.006574, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "50f786acd76b599ee3bc62e4e2001fdd206a11976cb68767847f8c92885161ba", "signature": { "alg": "ed25519", "sig": "b6bfccca08eeaba1b9d7c238920f6e2ea38d221a35699829245fcf426a2061e435388d219e535fcb4c4ed65929e22a391918fc6464327a2680b9aec74319db04" } }, "receipt_sha256": "50f786acd76b599ee3bc62e4e2001fdd206a11976cb68767847f8c92885161ba" }, { "storm_id": "272058", "lat": 46.7522, "lon": -71.2456, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0066, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 549.0, "ebshear": 41.0, "srh01": 182.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 182.0 }, { "name": "hrrr_pwat", "value": 47.7529 }, { "name": "alignment", "value": -11.2627 }, { "name": "tau", "value": 1.5497 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.4423 }, "coherence_score": 1.5496666431427002, "coherence_diagnostics": { "tau": 1.5496666431427002, "grad_tau": 0.2852056622505188, "torsion": 0.0, "alignment": -11.262723922729492, "S_field": 0.41416531801223755, "Gamma_field": 0.1674780249595642, "S_over_Gamma": 2.4729533195495605, "Da": 9.89760971069336, "E_coh": 0.20846982300281525, "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": [ [ [ -71.25, 46.79 ], [ -71.22, 46.79 ], [ -71.2, 46.76 ], [ -71.2, 46.73 ], [ -71.23, 46.71 ], [ -71.26, 46.71 ], [ -71.3, 46.74 ], [ -71.3, 46.75 ], [ -71.25, 46.79 ] ] ] }, "raw_probability": 0.4423, "confidence_lo": 0.0065, "confidence_hi": 0.0066, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "1b7b79ccb09b986ad576b1166ba0e8a5184459b1090cbdc326b619492a920627", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.4423, "probability": 0.006573, "confidence_lo": 0.00647, "confidence_hi": 0.006574, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a7f58d9a885eb6b89eba062a8ecd94fcfc1c413f0e0073832d4076bddf5cf17b", "signature": { "alg": "ed25519", "sig": "5b96e785e2f8050f56ce2917480dbe844efa1809a44293b904f124f12f0d2dffbe868165cd10d0bda716cd281cc197a76cf2b802b672343ceb0c0e0fa7478d0c" } }, "receipt_sha256": "a7f58d9a885eb6b89eba062a8ecd94fcfc1c413f0e0073832d4076bddf5cf17b" }, { "storm_id": "271910", "lat": 47.5305, "lon": -71.065, "motion_east": 5.6, "motion_south": -4.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0066, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 205.0, "ebshear": 31.0, "srh01": 146.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 146.0 }, { "name": "hrrr_pwat", "value": 47.5029 }, { "name": "alignment", "value": -11.7861 }, { "name": "tau", "value": 1.2075 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.4274 }, "coherence_score": 1.2075001001358032, "coherence_diagnostics": { "tau": 1.2075001001358032, "grad_tau": 0.4117569029331207, "torsion": 0.0, "alignment": -11.786128997802734, "S_field": 0.4492412805557251, "Gamma_field": 0.1533113569021225, "S_over_Gamma": 2.9302544593811035, "Da": 9.222699165344238, "E_coh": 0.5373640060424805, "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": [ [ [ -71.02, 47.6 ], [ -70.97, 47.6 ], [ -70.97, 47.58 ], [ -70.96, 47.57 ], [ -70.97, 47.56 ], [ -70.97, 47.54 ], [ -71.0, 47.51 ], [ -71.0, 47.49 ], [ -71.02, 47.46 ], [ -71.1, 47.46 ], [ -71.12, 47.45 ], [ -71.13, 47.46 ], [ -71.16, 47.46 ], [ -71.18, 47.47 ], [ -71.21, 47.5 ], [ -71.21, 47.53 ], [ -71.17, 47.57 ], [ -71.12, 47.58 ], [ -71.07, 47.55 ], [ -71.04, 47.55 ], [ -71.02, 47.58 ], [ -71.02, 47.6 ] ] ] }, "raw_probability": 0.4274, "confidence_lo": 0.0065, "confidence_hi": 0.0066, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "c1c1df3cd5d7febbbce49db0a088e009e0077cfa16d1bd93476c6246d1e9e00d", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.4274, "probability": 0.006573, "confidence_lo": 0.00647, "confidence_hi": 0.006574, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d62087d2c061af32bd7e80942e7c501516be74fadd24e79665010d6b418bb625", "signature": { "alg": "ed25519", "sig": "747fe35df5d1c2e19296274464a81c0ada49aa754252cb4846a16a741d5e6ed8f4b6249448d136a83bdd5887b861fe33eaab01b41cfd84ceee4a015b340d2d01" } }, "receipt_sha256": "d62087d2c061af32bd7e80942e7c501516be74fadd24e79665010d6b418bb625" }, { "storm_id": "271768", "lat": 47.1581, "lon": -73.205, "motion_east": 7.8, "motion_south": -5.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0059, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 102.0, "ebshear": 24.0, "srh01": 58.0, "maxllaz": 0.008, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 58.0 }, { "name": "hrrr_pwat", "value": 47.8779 }, { "name": "alignment", "value": -7.642 }, { "name": "tau", "value": 1.456 }, { "name": "maxllaz", "value": 0.008 } ], "model_scores": { "gbt_prob": 0.4133 }, "coherence_score": 1.4560078382492065, "coherence_diagnostics": { "tau": 1.4560078382492065, "grad_tau": 0.3340138792991638, "torsion": 0.0, "alignment": -7.642024517059326, "S_field": 0.3845773935317993, "Gamma_field": 0.21914468705654144, "S_over_Gamma": 1.7549017667770386, "Da": 13.213563919067383, "E_coh": 0.21651965379714966, "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": [ [ [ -73.21, 47.26 ], [ -73.17, 47.26 ], [ -73.16, 47.19 ], [ -73.14, 47.17 ], [ -73.14, 47.1 ], [ -73.15, 47.09 ], [ -73.15, 47.06 ], [ -73.16, 47.05 ], [ -73.2, 47.05 ], [ -73.23, 47.08 ], [ -73.24, 47.11 ], [ -73.3, 47.17 ], [ -73.3, 47.21 ], [ -73.28, 47.23 ], [ -73.24, 47.24 ], [ -73.21, 47.26 ] ] ] }, "raw_probability": 0.4133, "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "ea6c6644e292e4007c7940fef725a88682fd3caaffe33332c0bbf126a06a5aba", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.4133, "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": "0e64b45e8611178005ce0bc0cb97dc554fca115a9dbf644d61ebc71764ccfb32", "signature": { "alg": "ed25519", "sig": "1a1b93878e01447a594d468e29282344d68bc2b9536e60dd23a95cdcb77c9cfff101b8a308ab3caae182fc88fc54533c524059f0bafb0ad8c0e3c45828ba2804" } }, "receipt_sha256": "0e64b45e8611178005ce0bc0cb97dc554fca115a9dbf644d61ebc71764ccfb32" }, { "storm_id": "271708", "lat": 47.192, "lon": -70.5325, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0059, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 182.0, "ebshear": 23.0, "srh01": 170.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 170.0 }, { "name": "hrrr_pwat", "value": 47.7529 }, { "name": "alignment", "value": -11.2627 }, { "name": "tau", "value": 1.5497 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.4032 }, "coherence_score": 1.5496666431427002, "coherence_diagnostics": { "tau": 1.5496666431427002, "grad_tau": 0.2852056622505188, "torsion": 0.0, "alignment": -11.262723922729492, "S_field": 0.41416531801223755, "Gamma_field": 0.1674780249595642, "S_over_Gamma": 2.4729533195495605, "Da": 9.89760971069336, "E_coh": 0.20846982300281525, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -70.49, 47.26 ], [ -70.44, 47.26 ], [ -70.42, 47.22 ], [ -70.42, 47.19 ], [ -70.43, 47.17 ], [ -70.44, 47.18 ], [ -70.49, 47.19 ], [ -70.51, 47.21 ], [ -70.52, 47.21 ], [ -70.53, 47.19 ], [ -70.6, 47.12 ], [ -70.64, 47.11 ], [ -70.64, 47.12 ], [ -70.66, 47.14 ], [ -70.66, 47.17 ], [ -70.61, 47.19 ], [ -70.59, 47.22 ], [ -70.54, 47.22 ], [ -70.53, 47.21 ], [ -70.49, 47.26 ] ] ] }, "raw_probability": 0.4032, "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "b9ae43055693354dc7c59b04230aaeb1ad4831a2f4f36a704acb5f1add4b5cc4", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.4032, "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": "2ee049eb6f7dd6d5e405e6e8b389aa4e032d9bd59ee21600f4062f71e0c39780", "signature": { "alg": "ed25519", "sig": "4f5d8cd449960d1530c08e9549131f7851a74c399424149c57ec1f44d3b2b76daf8d65dd73b4d59126604d824ca932c0a893233d87c1adbf37deed8f43a92a06" } }, "receipt_sha256": "2ee049eb6f7dd6d5e405e6e8b389aa4e032d9bd59ee21600f4062f71e0c39780" }, { "storm_id": "271777", "lat": 40.0195, "lon": -74.1732, "motion_east": 6.9, "motion_south": 2.6, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0059, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2100.0, "ebshear": 35.0, "srh01": 68.0, "maxllaz": 0.006, "mesh": 0.09, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 68.0 }, { "name": "hrrr_pwat", "value": 50.1279 }, { "name": "alignment", "value": 1.0551 }, { "name": "tau", "value": 2.3259 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.3997 }, "coherence_score": 2.325922727584839, "coherence_diagnostics": { "tau": 2.325922727584839, "grad_tau": 0.3540250062942505, "torsion": 0.0, "alignment": 1.0550967454910278, "S_field": 0.5835241675376892, "Gamma_field": 0.27247804403305054, "S_over_Gamma": 2.141545534133911, "Da": 15.521622657775879, "E_coh": 0.8970106840133667, "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": [ [ [ -74.15, 40.11 ], [ -74.1, 40.11 ], [ -74.09, 40.1 ], [ -74.09, 40.08 ], [ -74.11, 40.04 ], [ -74.15, 40.04 ], [ -74.18, 40.01 ], [ -74.17, 39.95 ], [ -74.2, 39.92 ], [ -74.2, 39.91 ], [ -74.22, 39.9 ], [ -74.24, 39.93 ], [ -74.24, 39.97 ], [ -74.25, 39.99 ], [ -74.23, 40.02 ], [ -74.2, 40.02 ], [ -74.16, 40.06 ], [ -74.16, 40.1 ], [ -74.15, 40.11 ] ] ] }, "raw_probability": 0.3997, "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "8e32ade14813324434050970634bb3d4957287a2f36c4ba076fb1ddfed3005f4", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.3997, "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": "bc285fc7c0361034959430dd2d88fbf671a1c74d975f132f5524126349962267", "signature": { "alg": "ed25519", "sig": "bd29cab37546ae07d075c96ab0cf4a23acfb4387ef6d2ba46abebf7f4227d0bde31b4151f2c5389360e6d76ef0f99ad1f6a32318e7397b06f37ba0866eda4a01" } }, "receipt_sha256": "bc285fc7c0361034959430dd2d88fbf671a1c74d975f132f5524126349962267" }, { "storm_id": "271059", "lat": 42.043, "lon": -70.46, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0037, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1774.0, "ebshear": 22.0, "srh01": 265.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 265.0 }, { "name": "hrrr_pwat", "value": 63.0029 }, { "name": "alignment", "value": -6.7495 }, { "name": "tau", "value": 2.4106 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.3835 }, "coherence_score": 2.410621404647827, "coherence_diagnostics": { "tau": 2.410621404647827, "grad_tau": 0.13002851605415344, "torsion": 0.0, "alignment": -6.7494683265686035, "S_field": 0.547784686088562, "Gamma_field": 0.16831135749816895, "S_over_Gamma": 3.254591226577759, "Da": 8.878765106201172, "E_coh": 0.6885974407196045, "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": [ [ [ -70.48, 42.09 ], [ -70.44, 42.09 ], [ -70.43, 42.08 ], [ -70.43, 42.02 ], [ -70.42, 42.01 ], [ -70.44, 41.98 ], [ -70.48, 41.99 ], [ -70.5, 42.01 ], [ -70.5, 42.07 ], [ -70.48, 42.09 ] ] ] }, "raw_probability": 0.3835, "confidence_lo": 0.0031, "confidence_hi": 0.0037, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "a479e2948f000e3d371bf7348fae4459a5915dc28eb49e24a801c172eb2b9f1a", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.3835, "probability": 0.003674, "confidence_lo": 0.003051, "confidence_hi": 0.003676, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "fb496bc426634799c581d9a552601f6e0fc99c47d3493a0c4ba116b9057b71ca", "signature": { "alg": "ed25519", "sig": "a957b4f14f1f743496ee6604e441fbe9a128d4f8e02a1c84685fa4e81071419252d60806fc641feda68961c004eb3f1b46359a74a682a8a1e9d5fbacbb1ffe0d" } }, "receipt_sha256": "fb496bc426634799c581d9a552601f6e0fc99c47d3493a0c4ba116b9057b71ca" }, { "storm_id": "271989", "lat": 42.7583, "lon": -72.6842, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0031, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1234.0, "ebshear": 54.0, "srh01": 135.0, "maxllaz": 0.005, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 135.0 }, { "name": "hrrr_pwat", "value": 45.5029 }, { "name": "alignment", "value": 5.5287 }, { "name": "tau", "value": 2.0627 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.3535 }, "coherence_score": 2.0627129077911377, "coherence_diagnostics": { "tau": 2.0627129077911377, "grad_tau": 0.28729572892189026, "torsion": 0.0, "alignment": 5.528717517852783, "S_field": 0.48085492849349976, "Gamma_field": 0.22664469480514526, "S_over_Gamma": 2.12162446975708, "Da": 12.438528060913086, "E_coh": 0.5212078094482422, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -72.71, 42.8 ], [ -72.64, 42.8 ], [ -72.63, 42.78 ], [ -72.63, 42.74 ], [ -72.62, 42.73 ], [ -72.64, 42.7 ], [ -72.67, 42.69 ], [ -72.75, 42.73 ], [ -72.75, 42.76 ], [ -72.73, 42.78 ], [ -72.73, 42.79 ], [ -72.71, 42.8 ] ] ] }, "raw_probability": 0.3535, "confidence_lo": 0.0031, "confidence_hi": 0.0031, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "0c0c15cef6833654db90507fc447a4358482ddeff20bcd6c8fbc6bece3797806", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.3535, "probability": 0.003138, "confidence_lo": 0.003051, "confidence_hi": 0.003138, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "38a14bcb9f57ba5249c7dbd6619ee111a2468d7929e56494d20f3d3857166763", "signature": { "alg": "ed25519", "sig": "bc55bb72b143aa3b7c29b351e2d80d75f7dd7af0aa03dcd4f09c9234be2e0526d9e93057ceb6162f6e7635cbefcc8109ea921c87580217ca7ace5d9866b6c104" } }, "receipt_sha256": "38a14bcb9f57ba5249c7dbd6619ee111a2468d7929e56494d20f3d3857166763" }, { "storm_id": "272138", "lat": 42.9937, "lon": -72.4706, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0031, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1217.0, "ebshear": 53.0, "srh01": 147.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 147.0 }, { "name": "hrrr_pwat", "value": 45.5029 }, { "name": "alignment", "value": 5.5287 }, { "name": "tau", "value": 2.0627 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.3535 }, "coherence_score": 2.0627129077911377, "coherence_diagnostics": { "tau": 2.0627129077911377, "grad_tau": 0.28729572892189026, "torsion": 0.0, "alignment": 5.528717517852783, "S_field": 0.48085492849349976, "Gamma_field": 0.22664469480514526, "S_over_Gamma": 2.12162446975708, "Da": 12.438528060913086, "E_coh": 0.5212078094482422, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -72.4, 43.11 ], [ -72.38, 43.11 ], [ -72.38, 43.09 ], [ -72.39, 43.08 ], [ -72.39, 43.02 ], [ -72.4, 43.02 ], [ -72.46, 42.96 ], [ -72.46, 42.95 ], [ -72.55, 42.87 ], [ -72.59, 42.86 ], [ -72.6, 42.87 ], [ -72.6, 42.89 ], [ -72.56, 42.93 ], [ -72.56, 42.94 ], [ -72.41, 43.09 ], [ -72.4, 43.11 ] ] ] }, "raw_probability": 0.3535, "confidence_lo": 0.0031, "confidence_hi": 0.0031, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "0c0c15cef6833654db90507fc447a4358482ddeff20bcd6c8fbc6bece3797806", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.3535, "probability": 0.003138, "confidence_lo": 0.003051, "confidence_hi": 0.003138, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "38a14bcb9f57ba5249c7dbd6619ee111a2468d7929e56494d20f3d3857166763", "signature": { "alg": "ed25519", "sig": "bc55bb72b143aa3b7c29b351e2d80d75f7dd7af0aa03dcd4f09c9234be2e0526d9e93057ceb6162f6e7635cbefcc8109ea921c87580217ca7ace5d9866b6c104" } }, "receipt_sha256": "38a14bcb9f57ba5249c7dbd6619ee111a2468d7929e56494d20f3d3857166763" }, { "storm_id": "271917", "lat": 40.1308, "lon": -69.6042, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0031, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2004.0, "ebshear": 11.0, "srh01": 87.0, "maxllaz": 0.001, "mesh": 0.13, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 87.0 }, { "name": "hrrr_pwat", "value": 62.0029 }, { "name": "alignment", "value": -7.6462 }, { "name": "tau", "value": 2.5485 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.3145 }, "coherence_score": 2.548454523086548, "coherence_diagnostics": { "tau": 2.548454523086548, "grad_tau": 0.07576640695333481, "torsion": 0.0, "alignment": -7.646189212799072, "S_field": 0.5179306268692017, "Gamma_field": 0.17831136286258698, "S_over_Gamma": 2.904641628265381, "Da": 10.04520320892334, "E_coh": 0.6632235646247864, "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": [ [ [ -69.6, 40.24 ], [ -69.57, 40.24 ], [ -69.55, 40.23 ], [ -69.53, 40.19 ], [ -69.53, 40.17 ], [ -69.54, 40.17 ], [ -69.58, 40.14 ], [ -69.58, 40.12 ], [ -69.6, 40.1 ], [ -69.58, 40.09 ], [ -69.58, 40.08 ], [ -69.6, 40.06 ], [ -69.59, 40.05 ], [ -69.61, 40.04 ], [ -69.64, 40.04 ], [ -69.65, 40.05 ], [ -69.67, 40.05 ], [ -69.67, 40.07 ], [ -69.65, 40.1 ], [ -69.66, 40.12 ], [ -69.65, 40.13 ], [ -69.64, 40.2 ], [ -69.63, 40.22 ], [ -69.6, 40.24 ] ] ] }, "raw_probability": 0.3145, "confidence_lo": 0.0031, "confidence_hi": 0.0031, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "74e786f1d6c4eb95435c06c7329fe4b78ee754a5345a88875504012e8e7c565b", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.3145, "probability": 0.003138, "confidence_lo": 0.003051, "confidence_hi": 0.003138, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "44cb46958c6706d1b1e376f5ca9948984952d7de03712d1e833a2d779b5f6dfc", "signature": { "alg": "ed25519", "sig": "d1dc697eb96e47e04f9829594e1642f6c96988f74d6a25ca516059895153781e2157e7503d20ad147370126ea0cd2d310fecebbd9031cd8194932d32144ab909" } }, "receipt_sha256": "44cb46958c6706d1b1e376f5ca9948984952d7de03712d1e833a2d779b5f6dfc" }, { "storm_id": "272133", "lat": 47.3214, "lon": -70.7297, "motion_east": 4.5, "motion_south": 0.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0031, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 178.0, "ebshear": 25.0, "srh01": 124.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 124.0 }, { "name": "hrrr_pwat", "value": 47.5029 }, { "name": "alignment", "value": -11.7861 }, { "name": "tau", "value": 1.2075 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.3075 }, "coherence_score": 1.2075001001358032, "coherence_diagnostics": { "tau": 1.2075001001358032, "grad_tau": 0.4117569029331207, "torsion": 0.0, "alignment": -11.786128997802734, "S_field": 0.4492412805557251, "Gamma_field": 0.1533113569021225, "S_over_Gamma": 2.9302544593811035, "Da": 9.222699165344238, "E_coh": 0.5373640060424805, "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": [ [ [ -70.72, 47.39 ], [ -70.69, 47.39 ], [ -70.65, 47.36 ], [ -70.63, 47.36 ], [ -70.6, 47.33 ], [ -70.6, 47.31 ], [ -70.59, 47.3 ], [ -70.6, 47.29 ], [ -70.6, 47.27 ], [ -70.61, 47.26 ], [ -70.66, 47.26 ], [ -70.68, 47.28 ], [ -70.69, 47.28 ], [ -70.7, 47.3 ], [ -70.72, 47.31 ], [ -70.73, 47.3 ], [ -70.75, 47.32 ], [ -70.76, 47.32 ], [ -70.79, 47.3 ], [ -70.76, 47.27 ], [ -70.78, 47.25 ], [ -70.81, 47.24 ], [ -70.8, 47.3 ], [ -70.82, 47.32 ], [ -70.85, 47.31 ], [ -70.86, 47.33 ], [ -70.85, 47.34 ], [ -70.85, 47.37 ], [ -70.84, 47.38 ], [ -70.82, 47.38 ], [ -70.78, 47.35 ], [ -70.75, 47.35 ], [ -70.74, 47.36 ], [ -70.74, 47.38 ], [ -70.72, 47.39 ] ] ] }, "raw_probability": 0.3075, "confidence_lo": 0.0031, "confidence_hi": 0.0031, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "0edd4d7cc7e0b9bbbd1cab09ac57a57ba3ba8c0e7c08d8fefcc0a4bd42b83c64", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.3075, "probability": 0.003138, "confidence_lo": 0.003051, "confidence_hi": 0.003138, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6093a106b118385b7ec0ed63ae964b96460844ebf7faa247388f65c87c834772", "signature": { "alg": "ed25519", "sig": "ef99f77c07ad8c013633700a50922c35a2c03c3a85fceaa683cc28d6a26fde004e864e33623fbccd35b5b3958681ec8cc5478839b9ef9302468ecf7c79ce6904" } }, "receipt_sha256": "6093a106b118385b7ec0ed63ae964b96460844ebf7faa247388f65c87c834772" }, { "storm_id": "272003", "lat": 40.1473, "lon": -73.9587, "motion_east": 5.0, "motion_south": 0.9, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1353.0, "ebshear": 31.0, "srh01": 67.0, "maxllaz": 0.004, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 67.0 }, { "name": "hrrr_pwat", "value": 46.1279 }, { "name": "alignment", "value": 4.3012 }, { "name": "tau", "value": 2.1111 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.2782 }, "coherence_score": 2.1110658645629883, "coherence_diagnostics": { "tau": 2.1110658645629883, "grad_tau": 0.40768077969551086, "torsion": 0.0, "alignment": 4.301203727722168, "S_field": 0.455700159072876, "Gamma_field": 0.22331136465072632, "S_over_Gamma": 2.040649175643921, "Da": 12.399025917053223, "E_coh": 0.8790475726127625, "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": [ [ [ -73.98, 40.21 ], [ -73.93, 40.21 ], [ -73.92, 40.2 ], [ -73.91, 40.18 ], [ -73.91, 40.15 ], [ -73.89, 40.13 ], [ -73.89, 40.12 ], [ -73.92, 40.09 ], [ -73.98, 40.09 ], [ -73.99, 40.1 ], [ -74.01, 40.1 ], [ -74.03, 40.12 ], [ -74.02, 40.13 ], [ -74.02, 40.17 ], [ -73.98, 40.21 ] ] ] }, "raw_probability": 0.2782, "confidence_lo": 0.0021, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "fcc419ffbac7e3d1e57718963d70ba2b613436024f0d8c6fd863918cf839838c", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.2782, "probability": 0.002298, "confidence_lo": 0.00212, "confidence_hi": 0.002299, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e4eb19aa5e3f4e3dc59157a9850f2c5c342db50b54e1b706a3ba009506fcb8f7", "signature": { "alg": "ed25519", "sig": "994a8e10af6b8f972e9a691cf316d38b928b1a0abded3afe104d6d335cab1821663b3808cb8d0e4660034435b12239fc396b347a5b508e52119cc6981eafb106" } }, "receipt_sha256": "e4eb19aa5e3f4e3dc59157a9850f2c5c342db50b54e1b706a3ba009506fcb8f7" }, { "storm_id": "271409", "lat": 39.8239, "lon": -74.4465, "motion_east": 7.1, "motion_south": 2.8, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2150.0, "ebshear": 34.0, "srh01": 58.0, "maxllaz": 0.008, "mesh": 0.12, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 58.0 }, { "name": "hrrr_pwat", "value": 46.0029 }, { "name": "alignment", "value": 2.7558 }, { "name": "tau", "value": 2.0169 }, { "name": "maxllaz", "value": 0.008 } ], "model_scores": { "gbt_prob": 0.2702 }, "coherence_score": 2.0169005393981934, "coherence_diagnostics": { "tau": 2.0169005393981934, "grad_tau": 0.4600070118904114, "torsion": 0.0, "alignment": 2.7557613849639893, "S_field": 0.440900057554245, "Gamma_field": 0.2624780237674713, "S_over_Gamma": 1.6797598600387573, "Da": 14.826327323913574, "E_coh": 0.7710210680961609, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -74.37, 39.91 ], [ -74.33, 39.91 ], [ -74.31, 39.89 ], [ -74.31, 39.87 ], [ -74.3, 39.86 ], [ -74.3, 39.82 ], [ -74.32, 39.8 ], [ -74.38, 39.8 ], [ -74.39, 39.81 ], [ -74.41, 39.81 ], [ -74.46, 39.78 ], [ -74.48, 39.78 ], [ -74.55, 39.71 ], [ -74.61, 39.71 ], [ -74.62, 39.72 ], [ -74.62, 39.78 ], [ -74.6, 39.79 ], [ -74.56, 39.83 ], [ -74.55, 39.83 ], [ -74.51, 39.87 ], [ -74.49, 39.88 ], [ -74.43, 39.88 ], [ -74.37, 39.91 ] ] ] }, "raw_probability": 0.2702, "confidence_lo": 0.0021, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "d3bc00f5be30536a2520946600bae3fbba79e7765fb51784ac50b2983f84b080", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.2702, "probability": 0.002298, "confidence_lo": 0.00212, "confidence_hi": 0.002299, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9ac045776a3b5d5a12af67056c6290f1225611e320d3be58b5f833483b72d496", "signature": { "alg": "ed25519", "sig": "c9a125154a06cfd2a5c2335b92a729441f54587897f7ca52d307c7d2e741c908a173518344011445fa7656595f745b8f8b54db4704329f5f2f2f39da573f570f" } }, "receipt_sha256": "9ac045776a3b5d5a12af67056c6290f1225611e320d3be58b5f833483b72d496" }, { "storm_id": "270616", "lat": 30.4374, "lon": -83.0205, "motion_east": 7.4, "motion_south": 0.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0022, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2638.0, "ebshear": 17.0, "srh01": 92.0, "maxllaz": 0.003, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 92.0 }, { "name": "hrrr_pwat", "value": 35.8779 }, { "name": "alignment", "value": 0.831 }, { "name": "tau", "value": 1.8154 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.2487 }, "coherence_score": 1.8153655529022217, "coherence_diagnostics": { "tau": 1.8153655529022217, "grad_tau": 0.4198441803455353, "torsion": 0.0, "alignment": 0.8309575915336609, "S_field": 0.21488331258296967, "Gamma_field": 0.2924780547618866, "S_over_Gamma": 0.7346989512443542, "Da": 17.410572052001953, "E_coh": 0.6686185598373413, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 5, "geometry": { "type": "Polygon", "coordinates": [ [ [ -83.03, 30.54 ], [ -82.99, 30.54 ], [ -82.97, 30.53 ], [ -82.94, 30.5 ], [ -82.94, 30.47 ], [ -82.97, 30.43 ], [ -82.98, 30.4 ], [ -82.99, 30.4 ], [ -83.01, 30.38 ], [ -83.01, 30.35 ], [ -83.02, 30.34 ], [ -83.05, 30.35 ], [ -83.07, 30.33 ], [ -83.1, 30.33 ], [ -83.1, 30.4 ], [ -83.07, 30.46 ], [ -83.07, 30.49 ], [ -83.05, 30.53 ], [ -83.03, 30.54 ] ] ] }, "raw_probability": 0.2487, "confidence_lo": 0.0021, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "3431519f76eb59eef7f0323fdfbf8be6bfc2c0890c4eb936064ed49d1a9d82a1", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.2487, "probability": 0.002216, "confidence_lo": 0.00212, "confidence_hi": 0.002216, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3fe7d1b048b4e8ce14a2949414fdbad3282955dfb331ca9dc3786204c1cdf2d5", "signature": { "alg": "ed25519", "sig": "66015456ae27265d80f4950a45df911d86821be8b7b65640995f4b7d87a5e49a1beed91b06ed143fa1ef6ee9248c0560209c0ffe8901c3b714ab946320d11a0a" } }, "receipt_sha256": "3fe7d1b048b4e8ce14a2949414fdbad3282955dfb331ca9dc3786204c1cdf2d5" }, { "storm_id": "271868", "lat": 28.945, "lon": -78.7609, "motion_east": 5.7, "motion_south": -3.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0022, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 3756.0, "ebshear": 3.0, "srh01": 8.0, "maxllaz": 0.001, "mesh": 0.1, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 8.0 }, { "name": "hrrr_pwat", "value": 57.0029 }, { "name": "alignment", "value": -7.6912 }, { "name": "tau", "value": 2.703 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.2478 }, "coherence_score": 2.7029731273651123, "coherence_diagnostics": { "tau": 2.7029731273651123, "grad_tau": 0.22187605500221252, "torsion": 0.0, "alignment": -7.691246032714844, "S_field": 1.0833790302276611, "Gamma_field": 0.19664469361305237, "S_over_Gamma": 5.509322643280029, "Da": 11.292250633239746, "E_coh": 0.8614839911460876, "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": [ [ [ -78.72, 29.09 ], [ -78.72, 29.04 ], [ -78.71, 29.03 ], [ -78.7, 28.94 ], [ -78.71, 28.92 ], [ -78.74, 28.9 ], [ -78.74, 28.85 ], [ -78.75, 28.84 ], [ -78.75, 28.82 ], [ -78.77, 28.8 ], [ -78.81, 28.8 ], [ -78.85, 28.83 ], [ -78.85, 28.89 ], [ -78.83, 28.89 ], [ -78.8, 28.91 ], [ -78.8, 28.94 ], [ -78.78, 28.97 ], [ -78.77, 29.04 ], [ -78.75, 29.05 ], [ -78.73, 29.07 ], [ -78.74, 29.08 ], [ -78.72, 29.09 ] ] ] }, "raw_probability": 0.2478, "confidence_lo": 0.0021, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "efe26f7a29c8e1e86ed14e84eed787b421ecff32c64d1fd0fbb9dd333a1d8b9b", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.2478, "probability": 0.002216, "confidence_lo": 0.00212, "confidence_hi": 0.002216, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "44cf719a18b43f98cba6189120a70985c3c2314b53fc8274d5eb7c5f047836b1", "signature": { "alg": "ed25519", "sig": "da4fe0c7c1ef3d34c327ab099cc84fc4a6ee32caa56a35fc40b4d2f33c635299356a6f5003a274df3355889b1bc24609e1b08833bbf8392a458ee124f62b4f0c" } }, "receipt_sha256": "44cf719a18b43f98cba6189120a70985c3c2314b53fc8274d5eb7c5f047836b1" }, { "storm_id": "271755", "lat": 28.7256, "lon": -78.6522, "motion_east": 5.3, "motion_south": -4.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0022, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 3835.0, "ebshear": 3.0, "srh01": 13.0, "maxllaz": 0.001, "mesh": 0.21, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 13.0 }, { "name": "hrrr_pwat", "value": 57.0029 }, { "name": "alignment", "value": -7.6912 }, { "name": "tau", "value": 2.703 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.2416 }, "coherence_score": 2.7029731273651123, "coherence_diagnostics": { "tau": 2.7029731273651123, "grad_tau": 0.22187605500221252, "torsion": 0.0, "alignment": -7.691246032714844, "S_field": 1.0833790302276611, "Gamma_field": 0.19664469361305237, "S_over_Gamma": 5.509322643280029, "Da": 11.292250633239746, "E_coh": 0.8614839911460876, "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": [ [ [ -78.68, 28.77 ], [ -78.65, 28.77 ], [ -78.6, 28.73 ], [ -78.6, 28.71 ], [ -78.62, 28.67 ], [ -78.65, 28.67 ], [ -78.69, 28.7 ], [ -78.7, 28.74 ], [ -78.68, 28.77 ] ] ] }, "raw_probability": 0.2416, "confidence_lo": 0.0021, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "e7b97c791a2693f191171d7058b7d29acc55ec1436fdfa90ba7777dd34461c73", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.2416, "probability": 0.002216, "confidence_lo": 0.00212, "confidence_hi": 0.002216, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "64f8cf161d684d10541a0889291bb80e3c694359141c027d7b31b4d884beca78", "signature": { "alg": "ed25519", "sig": "0368f3fdf5a4dde42592be9d0898bd4ddcbf0913694b77e7168ef7f2ff1d00b2818f1b14c444b5e43237cc9730ac6d7f38614753e7f66ac8ded945fac0ca0206" } }, "receipt_sha256": "64f8cf161d684d10541a0889291bb80e3c694359141c027d7b31b4d884beca78" }, { "storm_id": "272131", "lat": 47.7779, "lon": -70.6371, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0022, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 80.0, "ebshear": 24.0, "srh01": 121.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 121.0 }, { "name": "hrrr_pwat", "value": 47.5029 }, { "name": "alignment", "value": -11.7861 }, { "name": "tau", "value": 1.2075 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.2351 }, "coherence_score": 1.2075001001358032, "coherence_diagnostics": { "tau": 1.2075001001358032, "grad_tau": 0.4117569029331207, "torsion": 0.0, "alignment": -11.786128997802734, "S_field": 0.4492412805557251, "Gamma_field": 0.1533113569021225, "S_over_Gamma": 2.9302544593811035, "Da": 9.222699165344238, "E_coh": 0.5373640060424805, "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": [ [ [ -70.67, 47.83 ], [ -70.63, 47.83 ], [ -70.62, 47.82 ], [ -70.61, 47.8 ], [ -70.61, 47.77 ], [ -70.6, 47.76 ], [ -70.6, 47.73 ], [ -70.61, 47.73 ], [ -70.62, 47.75 ], [ -70.64, 47.74 ], [ -70.67, 47.74 ], [ -70.68, 47.75 ], [ -70.69, 47.81 ], [ -70.67, 47.83 ] ] ] }, "raw_probability": 0.2351, "confidence_lo": 0.0021, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "aad47cd3c0976094638f6d9017b215e1f702b88d58d73345baf488f779651462", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.2351, "probability": 0.002216, "confidence_lo": 0.00212, "confidence_hi": 0.002216, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7aa716da85f460567c114c5a733ced8de2ae286e8dd21d65e789e586870947bc", "signature": { "alg": "ed25519", "sig": "bc552d3fb042b74e9ddc8276a05b4d4553cea63f1d1f8f45758fcb6a61918dd68335766e053c95119cc1381a267ff6a4abf1eba0bee5d353fe05110dd34ea901" } }, "receipt_sha256": "7aa716da85f460567c114c5a733ced8de2ae286e8dd21d65e789e586870947bc" }, { "storm_id": "271361", "lat": 28.0933, "lon": -80.369, "motion_east": 7.8, "motion_south": -5.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 3932.0, "ebshear": 11.0, "srh01": 51.0, "maxllaz": 0.005, "mesh": 0.17, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 51.0 }, { "name": "hrrr_pwat", "value": 54.0029 }, { "name": "alignment", "value": -1.5229 }, { "name": "tau", "value": 2.7526 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.2171 }, "coherence_score": 2.752551317214966, "coherence_diagnostics": { "tau": 2.752551317214966, "grad_tau": 0.22237206995487213, "torsion": 0.0, "alignment": -1.5229418277740479, "S_field": 0.7713135480880737, "Gamma_field": 0.21747802197933197, "S_over_Gamma": 3.5466275215148926, "Da": 13.923456192016602, "E_coh": 0.9653667211532593, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.39, 28.22 ], [ -80.37, 28.22 ], [ -80.36, 28.21 ], [ -80.36, 28.17 ], [ -80.32, 28.14 ], [ -80.32, 28.12 ], [ -80.3, 28.1 ], [ -80.3, 28.01 ], [ -80.31, 27.99 ], [ -80.32, 27.99 ], [ -80.34, 27.97 ], [ -80.38, 27.97 ], [ -80.41, 27.99 ], [ -80.41, 28.02 ], [ -80.4, 28.03 ], [ -80.41, 28.07 ], [ -80.4, 28.08 ], [ -80.4, 28.1 ], [ -80.43, 28.14 ], [ -80.43, 28.2 ], [ -80.39, 28.22 ] ] ] }, "raw_probability": 0.2171, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "a37f8cf95e34a2fbedb82ecf0c81e35acb85dd7e67d41888f1e9ee62396eba66", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.2171, "probability": 0.001923, "confidence_lo": 0.001896, "confidence_hi": 0.001923, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "64fa8fcd1fc715f09e4ddc2957506a09d6890d035418fa9504b6860dd1f9c70e", "signature": { "alg": "ed25519", "sig": "2678b1fdc124f8b629fc50755d7d447e44146365d697b5e16924e6b90bcbcdb12e5d9bc67b936ad9cb6b221eb322df310908359ddd4c36d47ed4726ca45b7101" } }, "receipt_sha256": "64fa8fcd1fc715f09e4ddc2957506a09d6890d035418fa9504b6860dd1f9c70e" }, { "storm_id": "272040", "lat": 39.5523, "lon": -74.8655, "motion_east": 6.4, "motion_south": 1.3, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2190.0, "ebshear": 30.0, "srh01": 59.0, "maxllaz": 0.004, "mesh": 0.15, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 59.0 }, { "name": "hrrr_pwat", "value": 46.0029 }, { "name": "alignment", "value": 2.7558 }, { "name": "tau", "value": 2.0169 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.2151 }, "coherence_score": 2.0169005393981934, "coherence_diagnostics": { "tau": 2.0169005393981934, "grad_tau": 0.4600070118904114, "torsion": 0.0, "alignment": 2.7557613849639893, "S_field": 0.440900057554245, "Gamma_field": 0.2624780237674713, "S_over_Gamma": 1.6797598600387573, "Da": 14.826327323913574, "E_coh": 0.7710210680961609, "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": [ [ [ -74.69, 39.67 ], [ -74.67, 39.67 ], [ -74.65, 39.65 ], [ -74.65, 39.63 ], [ -74.63, 39.62 ], [ -74.65, 39.61 ], [ -74.67, 39.57 ], [ -74.67, 39.55 ], [ -74.72, 39.55 ], [ -74.74, 39.57 ], [ -74.77, 39.57 ], [ -74.79, 39.55 ], [ -74.83, 39.54 ], [ -74.84, 39.53 ], [ -74.94, 39.53 ], [ -74.96, 39.51 ], [ -74.96, 39.48 ], [ -74.97, 39.47 ], [ -74.96, 39.45 ], [ -74.98, 39.45 ], [ -75.01, 39.43 ], [ -74.99, 39.42 ], [ -74.99, 39.41 ], [ -75.08, 39.41 ], [ -75.07, 39.42 ], [ -75.1, 39.45 ], [ -75.11, 39.45 ], [ -75.12, 39.47 ], [ -75.11, 39.52 ], [ -75.04, 39.56 ], [ -74.96, 39.55 ], [ -74.94, 39.56 ], [ -74.93, 39.57 ], [ -74.93, 39.59 ], [ -74.91, 39.6 ], [ -74.88, 39.6 ], [ -74.87, 39.61 ], [ -74.85, 39.61 ], [ -74.81, 39.63 ], [ -74.77, 39.63 ], [ -74.75, 39.65 ], [ -74.73, 39.66 ], [ -74.7, 39.66 ], [ -74.69, 39.67 ] ] ] }, "raw_probability": 0.2151, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "9222be84f9644ec78022edb1627ab111e39a9494f5da9e4c96c4d1137711486d", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.2151, "probability": 0.001923, "confidence_lo": 0.001896, "confidence_hi": 0.001923, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6907eec2b0b9ed233df4276727cf307aa6239aa234a5d794a51375f8c9d153c1", "signature": { "alg": "ed25519", "sig": "3467a5a25967b04bf9bf12b4c7696c12654424cd792aad4ff1b0c56248e1ed2d6507b1608a6837f59b6663dcafb1fa4de95966ed73c207795ff73eb07c94620f" } }, "receipt_sha256": "6907eec2b0b9ed233df4276727cf307aa6239aa234a5d794a51375f8c9d153c1" }, { "storm_id": "272147", "lat": 29.0678, "lon": -78.6367, "motion_east": 5.7, "motion_south": -3.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 3899.0, "ebshear": 5.0, "srh01": 14.0, "maxllaz": 0.001, "mesh": 0.07, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 14.0 }, { "name": "hrrr_pwat", "value": 57.0029 }, { "name": "alignment", "value": -7.6912 }, { "name": "tau", "value": 2.703 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.2141 }, "coherence_score": 2.7029731273651123, "coherence_diagnostics": { "tau": 2.7029731273651123, "grad_tau": 0.22187605500221252, "torsion": 0.0, "alignment": -7.691246032714844, "S_field": 1.0833790302276611, "Gamma_field": 0.19664469361305237, "S_over_Gamma": 5.509322643280029, "Da": 11.292250633239746, "E_coh": 0.8614839911460876, "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": [ [ [ -78.65, 29.11 ], [ -78.64, 29.1 ], [ -78.6, 29.09 ], [ -78.6, 29.03 ], [ -78.62, 29.02 ], [ -78.65, 29.02 ], [ -78.66, 29.03 ], [ -78.66, 29.1 ], [ -78.65, 29.11 ] ] ] }, "raw_probability": 0.2141, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "fc63d1d73bbd779c19f4f85ef69219eac9be5966efd638565daec81f1a85ed31", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.2141, "probability": 0.001923, "confidence_lo": 0.001896, "confidence_hi": 0.001923, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2db19c5fb55a1b8f7ebf5450703ca3fe7cb21da0dfe0d875747d6f09175d1811", "signature": { "alg": "ed25519", "sig": "d8c3436ea7f6b2ab3bc43b688037c57e641b05e9a6b47cd1cea5ca87a485d387fdb911b65ccf27fade1a8b3ed2584f76e5e288480a17e717110584667a7ca603" } }, "receipt_sha256": "2db19c5fb55a1b8f7ebf5450703ca3fe7cb21da0dfe0d875747d6f09175d1811" }, { "storm_id": "272087", "lat": 28.9145, "lon": -78.6127, "motion_east": 5.7, "motion_south": -3.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 3819.0, "ebshear": 4.0, "srh01": 11.0, "maxllaz": 0.0, "mesh": 0.13, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 11.0 }, { "name": "hrrr_pwat", "value": 57.0029 }, { "name": "alignment", "value": -7.6912 }, { "name": "tau", "value": 2.703 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.2117 }, "coherence_score": 2.7029731273651123, "coherence_diagnostics": { "tau": 2.7029731273651123, "grad_tau": 0.22187605500221252, "torsion": 0.0, "alignment": -7.691246032714844, "S_field": 1.0833790302276611, "Gamma_field": 0.19664469361305237, "S_over_Gamma": 5.509322643280029, "Da": 11.292250633239746, "E_coh": 0.8614839911460876, "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": [ [ [ -78.64, 28.95 ], [ -78.62, 28.95 ], [ -78.59, 28.92 ], [ -78.57, 28.92 ], [ -78.56, 28.91 ], [ -78.56, 28.86 ], [ -78.63, 28.86 ], [ -78.64, 28.87 ], [ -78.64, 28.93 ], [ -78.65, 28.94 ], [ -78.64, 28.95 ] ] ] }, "raw_probability": 0.2117, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "314790a55cd010ece14a58b09cfdefbe5c3819063f6ca0c217a8ba0f1476d131", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.2117, "probability": 0.001923, "confidence_lo": 0.001896, "confidence_hi": 0.001923, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d8ac729729b6ad7d4a2326e80c2350f5ff3c7881b7e986e6e81ac74c3229a65c", "signature": { "alg": "ed25519", "sig": "73b4c3e4ba6dd575633b7676c43722a868cb2ec02768c9eeef73af8e1864a151cf30a6f296dc1167341f02fed95b77642fc0a7bc8e62595f0c59935e0d4ac503" } }, "receipt_sha256": "d8ac729729b6ad7d4a2326e80c2350f5ff3c7881b7e986e6e81ac74c3229a65c" }, { "storm_id": "270646", "lat": 40.4708, "lon": -73.8483, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1268.0, "ebshear": 33.0, "srh01": 73.0, "maxllaz": 0.005, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 73.0 }, { "name": "hrrr_pwat", "value": 46.1279 }, { "name": "alignment", "value": 4.3012 }, { "name": "tau", "value": 2.1111 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.2097 }, "coherence_score": 2.1110658645629883, "coherence_diagnostics": { "tau": 2.1110658645629883, "grad_tau": 0.40768077969551086, "torsion": 0.0, "alignment": 4.301203727722168, "S_field": 0.455700159072876, "Gamma_field": 0.22331136465072632, "S_over_Gamma": 2.040649175643921, "Da": 12.399025917053223, "E_coh": 0.8790475726127625, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 5, "geometry": { "type": "Polygon", "coordinates": [ [ [ -73.85, 40.52 ], [ -73.83, 40.52 ], [ -73.81, 40.5 ], [ -73.81, 40.46 ], [ -73.83, 40.44 ], [ -73.83, 40.42 ], [ -73.84, 40.41 ], [ -73.87, 40.41 ], [ -73.9, 40.44 ], [ -73.9, 40.5 ], [ -73.86, 40.51 ], [ -73.85, 40.52 ] ] ] }, "raw_probability": 0.2097, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "da780b8a4417a148e917687ce637934653df864811ed960130e5692f8d7d93f0", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.2097, "probability": 0.001923, "confidence_lo": 0.001896, "confidence_hi": 0.001923, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1a85a76be91e6032494960a0d692ecd558c90f7e007b67db33a02636bc87ee40", "signature": { "alg": "ed25519", "sig": "f65a7c2fd7745445720a4b3ae919ac3d6df1a1b2a3e9d360b74a08548809a65085e2d9af64e210f2a480bbada9d992a329394e040be303ad1868875f2d92e20c" } }, "receipt_sha256": "1a85a76be91e6032494960a0d692ecd558c90f7e007b67db33a02636bc87ee40" }, { "storm_id": "272140", "lat": 39.2527, "lon": -70.42, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1719.0, "ebshear": 9.0, "srh01": 47.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 47.0 }, { "name": "hrrr_pwat", "value": 67.5029 }, { "name": "alignment", "value": -6.4135 }, { "name": "tau", "value": 2.809 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1909 }, "coherence_score": 2.809018611907959, "coherence_diagnostics": { "tau": 2.809018611907959, "grad_tau": 0.19253499805927277, "torsion": 0.0, "alignment": -6.413475036621094, "S_field": 0.7787574529647827, "Gamma_field": 0.16414469480514526, "S_over_Gamma": 4.744335174560547, "Da": 8.988277435302734, "E_coh": 0.8101226687431335, "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": [ [ [ -70.46, 39.29 ], [ -70.41, 39.29 ], [ -70.4, 39.28 ], [ -70.4, 39.25 ], [ -70.37, 39.23 ], [ -70.38, 39.22 ], [ -70.4, 39.22 ], [ -70.41, 39.23 ], [ -70.46, 39.23 ], [ -70.47, 39.25 ], [ -70.46, 39.29 ] ] ] }, "raw_probability": 0.1909, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "f0ff9840aee25c8f5a2090b179eeacdacf5d7178c987c4a5ac6ef1fa5ff69487", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.1909, "probability": 0.001923, "confidence_lo": 0.001896, "confidence_hi": 0.001923, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2d47b81a685d3390871b21ad828036dd9270a8c481c5b363fea7e0c3960c8966", "signature": { "alg": "ed25519", "sig": "23a8fd157cf76b56868d0b3daa8d886d40755e850ff475917fe3c7b90d4db297b21781493f3b3abe853646f802ce69fe57042517e455986f2a22f1dd6a222504" } }, "receipt_sha256": "2d47b81a685d3390871b21ad828036dd9270a8c481c5b363fea7e0c3960c8966" }, { "storm_id": "271934", "lat": 36.2729, "lon": -75.2657, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2073.0, "ebshear": 17.0, "srh01": 98.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 98.0 }, { "name": "hrrr_pwat", "value": 54.1279 }, { "name": "alignment", "value": 3.3181 }, { "name": "tau", "value": 2.9572 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1862 }, "coherence_score": 2.9571566581726074, "coherence_diagnostics": { "tau": 2.9571566581726074, "grad_tau": 0.27504459023475647, "torsion": 0.0, "alignment": 3.3181495666503906, "S_field": 0.88372403383255, "Gamma_field": 0.21747802197933197, "S_over_Gamma": 4.063509464263916, "Da": 13.222700119018555, "E_coh": 0.943575918674469, "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": [ [ [ -75.3, 36.36 ], [ -75.27, 36.36 ], [ -75.23, 36.31 ], [ -75.23, 36.29 ], [ -75.22, 36.28 ], [ -75.22, 36.22 ], [ -75.21, 36.21 ], [ -75.22, 36.2 ], [ -75.23, 36.21 ], [ -75.28, 36.21 ], [ -75.33, 36.24 ], [ -75.34, 36.26 ], [ -75.34, 36.31 ], [ -75.3, 36.36 ] ] ] }, "raw_probability": 0.1862, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "a071aee7ac0bca06bb02f1e104c0767b2ac8d7bfa870fdc0a2d113fb4eaecfda", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.1862, "probability": 0.001923, "confidence_lo": 0.001896, "confidence_hi": 0.001923, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e9dbbff110c0e4fc7c6842350fa398a7d8b4f34390156fa66ff1e19e985f792b", "signature": { "alg": "ed25519", "sig": "4e6bcde01a220a9cf37f2f48af17aed6f0e3addc9dbf5b2f65f91f1b41e0940f2f33efd73882b09dc9af7e204e70d777dabcbe6ae5c279d4ad1f8b19dc76ae0a" } }, "receipt_sha256": "e9dbbff110c0e4fc7c6842350fa398a7d8b4f34390156fa66ff1e19e985f792b" }, { "storm_id": "272146", "lat": 29.1886, "lon": -78.575, "motion_east": 4.9, "motion_south": -1.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 3843.0, "ebshear": 7.0, "srh01": 22.0, "maxllaz": 0.0, "mesh": 0.07, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 22.0 }, { "name": "hrrr_pwat", "value": 57.0029 }, { "name": "alignment", "value": -7.6912 }, { "name": "tau", "value": 2.703 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.1802 }, "coherence_score": 2.7029731273651123, "coherence_diagnostics": { "tau": 2.7029731273651123, "grad_tau": 0.22187605500221252, "torsion": 0.0, "alignment": -7.691246032714844, "S_field": 1.0833790302276611, "Gamma_field": 0.19664469361305237, "S_over_Gamma": 5.509322643280029, "Da": 11.292250633239746, "E_coh": 0.8614839911460876, "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": [ [ [ -78.61, 29.23 ], [ -78.57, 29.21 ], [ -78.55, 29.21 ], [ -78.54, 29.22 ], [ -78.53, 29.2 ], [ -78.53, 29.17 ], [ -78.54, 29.15 ], [ -78.56, 29.15 ], [ -78.57, 29.14 ], [ -78.6, 29.15 ], [ -78.61, 29.17 ], [ -78.61, 29.2 ], [ -78.62, 29.21 ], [ -78.61, 29.23 ] ] ] }, "raw_probability": 0.1802, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "f9ba5eb46a9d8624a105626a09d7c23f583ac0b73a81a41d29899a0996cfabb6", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.1802, "probability": 0.001923, "confidence_lo": 0.001896, "confidence_hi": 0.001923, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "57383ed8f57537c436826e3235f3e00de6f7c5d23c54bf45a704069c9b7935e3", "signature": { "alg": "ed25519", "sig": "fb59404ac9025c7a93bf86b7f8818fccf2dda4f80135602e9374124a023d9f136c46a74cebe88beaf22e389da65223670d16399e5eff2555c99eb3b57209b40c" } }, "receipt_sha256": "57383ed8f57537c436826e3235f3e00de6f7c5d23c54bf45a704069c9b7935e3" }, { "storm_id": "271047", "lat": 35.1191, "lon": -74.7709, "motion_east": 4.2, "motion_south": -4.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2141.0, "ebshear": 11.0, "srh01": 51.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 51.0 }, { "name": "hrrr_pwat", "value": 58.5029 }, { "name": "alignment", "value": 0.0084 }, { "name": "tau", "value": 3.0512 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1785 }, "coherence_score": 3.051241874694824, "coherence_diagnostics": { "tau": 3.051241874694824, "grad_tau": 0.07554567605257034, "torsion": 0.0, "alignment": 0.008387088775634766, "S_field": 0.855787992477417, "Gamma_field": 0.23414470255374908, "S_over_Gamma": 3.6549534797668457, "Da": 15.128212928771973, "E_coh": 0.9157350659370422, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -74.81, 35.16 ], [ -74.79, 35.16 ], [ -74.77, 35.14 ], [ -74.74, 35.14 ], [ -74.72, 35.13 ], [ -74.71, 35.12 ], [ -74.71, 35.06 ], [ -74.77, 35.05 ], [ -74.81, 35.07 ], [ -74.84, 35.12 ], [ -74.81, 35.16 ] ] ] }, "raw_probability": 0.1785, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "13e73ac5a15aa4d5766fb311e03544235319ffb3589b9d58d7da7b22d696f56c", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.1785, "probability": 0.001923, "confidence_lo": 0.001896, "confidence_hi": 0.001923, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "dda0e59026475663733eb8822df34af99447d0443b6ad185c387a9563ef4658f", "signature": { "alg": "ed25519", "sig": "c7fe7be6327b8409fdab40233d17e59d1e8b037d018d35b674cd5ed3e7a20bbde9a5e187ca0cddf5b4ee65103a978d98c32782c89cbc96e7f385cc2745a86d0d" } }, "receipt_sha256": "dda0e59026475663733eb8822df34af99447d0443b6ad185c387a9563ef4658f" }, { "storm_id": "271963", "lat": 35.3065, "lon": -74.8676, "motion_east": 4.2, "motion_south": -5.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1927.0, "ebshear": 12.0, "srh01": 42.0, "maxllaz": 0.001, "mesh": 0.07, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 42.0 }, { "name": "hrrr_pwat", "value": 58.5029 }, { "name": "alignment", "value": 0.0084 }, { "name": "tau", "value": 3.0512 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1759 }, "coherence_score": 3.051241874694824, "coherence_diagnostics": { "tau": 3.051241874694824, "grad_tau": 0.07554567605257034, "torsion": 0.0, "alignment": 0.008387088775634766, "S_field": 0.855787992477417, "Gamma_field": 0.23414470255374908, "S_over_Gamma": 3.6549534797668457, "Da": 15.128212928771973, "E_coh": 0.9157350659370422, "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": [ [ [ -74.91, 35.41 ], [ -74.87, 35.41 ], [ -74.84, 35.38 ], [ -74.83, 35.34 ], [ -74.8, 35.31 ], [ -74.79, 35.25 ], [ -74.8, 35.23 ], [ -74.81, 35.23 ], [ -74.83, 35.21 ], [ -74.87, 35.21 ], [ -74.88, 35.22 ], [ -74.88, 35.27 ], [ -74.92, 35.31 ], [ -74.93, 35.31 ], [ -74.94, 35.33 ], [ -74.94, 35.38 ], [ -74.91, 35.41 ] ] ] }, "raw_probability": 0.1759, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "860a7f13d1addacbbfbe3697e7b2aca0c28c3ce6ff5d6d1c1fa77cf78c104a4b", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.1759, "probability": 0.001923, "confidence_lo": 0.001896, "confidence_hi": 0.001923, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0570333002e77f2ed9f0a1939272126641d7951b0a004b962426538d9ac7d157", "signature": { "alg": "ed25519", "sig": "bec4cb3f687f4250ed5377bb6454519305359e3a6ab9411f26b8609adcc82d5f6b57bcaabfe7582b081bddf775d1281666642921be983827c42732a948cd000e" } }, "receipt_sha256": "0570333002e77f2ed9f0a1939272126641d7951b0a004b962426538d9ac7d157" }, { "storm_id": "272122", "lat": 29.002, "lon": -82.417, "motion_east": 4.7, "motion_south": 0.3, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1216.0, "ebshear": 10.0, "srh01": 75.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 75.0 }, { "name": "hrrr_pwat", "value": 51.2529 }, { "name": "alignment", "value": 0.2665 }, { "name": "tau", "value": 2.6898 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1748 }, "coherence_score": 2.6898231506347656, "coherence_diagnostics": { "tau": 2.6898231506347656, "grad_tau": 0.2005903124809265, "torsion": 0.0, "alignment": 0.26651060581207275, "S_field": 0.46115803718566895, "Gamma_field": 0.2299780398607254, "S_over_Gamma": 2.0052263736724854, "Da": 14.784345626831055, "E_coh": 0.9489661455154419, "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": [ [ [ -82.42, 29.04 ], [ -82.4, 29.04 ], [ -82.38, 29.02 ], [ -82.38, 29.0 ], [ -82.4, 28.99 ], [ -82.42, 28.97 ], [ -82.42, 28.96 ], [ -82.46, 28.96 ], [ -82.47, 29.0 ], [ -82.42, 29.04 ] ] ] }, "raw_probability": 0.1748, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "0c5498e517322d27bd840c4be61bc7fac757426bb41fe87e5ebea1af3dc6c321", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.1748, "probability": 0.001923, "confidence_lo": 0.001896, "confidence_hi": 0.001923, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d4132c66817d99d712683cd4508f9d3dc77de53095878045bdb96f06a6b72244", "signature": { "alg": "ed25519", "sig": "ab496cbfcca04eea2f8b2255e1cc2ba9338bafbe66a77b20ad0a84c2910181905b79e2de82169769726786d6d6d59d7d5f8f9b2644647a0183f08e73df5cd50e" } }, "receipt_sha256": "d4132c66817d99d712683cd4508f9d3dc77de53095878045bdb96f06a6b72244" }, { "storm_id": "271301", "lat": 35.433, "lon": -74.706, "motion_east": 4.2, "motion_south": -4.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1908.0, "ebshear": 11.0, "srh01": 38.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 38.0 }, { "name": "hrrr_pwat", "value": 58.5029 }, { "name": "alignment", "value": 0.0084 }, { "name": "tau", "value": 3.0512 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1672 }, "coherence_score": 3.051241874694824, "coherence_diagnostics": { "tau": 3.051241874694824, "grad_tau": 0.07554567605257034, "torsion": 0.0, "alignment": 0.008387088775634766, "S_field": 0.855787992477417, "Gamma_field": 0.23414470255374908, "S_over_Gamma": 3.6549534797668457, "Da": 15.128212928771973, "E_coh": 0.9157350659370422, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -74.7, 35.46 ], [ -74.69, 35.45 ], [ -74.66, 35.45 ], [ -74.66, 35.43 ], [ -74.7, 35.39 ], [ -74.74, 35.39 ], [ -74.75, 35.4 ], [ -74.75, 35.45 ], [ -74.71, 35.45 ], [ -74.7, 35.46 ] ] ] }, "raw_probability": 0.1672, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "90dada5bd3151c34c09b995afb4fcabe9c947de713e5291c497c014789822885", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.1672, "probability": 0.001923, "confidence_lo": 0.001896, "confidence_hi": 0.001923, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "359bbfbe032862ca96abf90f5483064c355f1642dee139059b54e91ce9766160", "signature": { "alg": "ed25519", "sig": "f19528359748cd4311d3356df0a8d25e732b49d6d70981615d76f1bd7161900481c6f8edc6b4b15b38f2c793e097cf0b265109a62c8d6de275f455377d88700a" } }, "receipt_sha256": "359bbfbe032862ca96abf90f5483064c355f1642dee139059b54e91ce9766160" }, { "storm_id": "271801", "lat": 29.1462, "lon": -83.0673, "motion_east": 6.5, "motion_south": 0.8, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1351.0, "ebshear": 11.0, "srh01": 64.0, "maxllaz": 0.001, "mesh": 0.15, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 64.0 }, { "name": "hrrr_pwat", "value": 48.8779 }, { "name": "alignment", "value": 1.0406 }, { "name": "tau", "value": 2.6293 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1633 }, "coherence_score": 2.6293413639068604, "coherence_diagnostics": { "tau": 2.6293413639068604, "grad_tau": 0.2817073464393616, "torsion": 0.0, "alignment": 1.0406169891357422, "S_field": 0.9397348761558533, "Gamma_field": 0.19331136345863342, "S_over_Gamma": 4.861249923706055, "Da": 11.628684043884277, "E_coh": 0.9692074656486511, "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": [ [ [ -83.04, 29.32 ], [ -83.01, 29.32 ], [ -82.99, 29.3 ], [ -82.99, 29.22 ], [ -82.95, 29.14 ], [ -82.97, 29.1 ], [ -82.98, 29.1 ], [ -83.0, 29.08 ], [ -83.04, 29.1 ], [ -83.06, 29.1 ], [ -83.07, 29.09 ], [ -83.07, 29.07 ], [ -83.09, 29.05 ], [ -83.09, 29.02 ], [ -83.13, 29.02 ], [ -83.14, 29.03 ], [ -83.13, 29.05 ], [ -83.15, 29.06 ], [ -83.15, 29.07 ], [ -83.17, 29.09 ], [ -83.17, 29.15 ], [ -83.1, 29.21 ], [ -83.1, 29.22 ], [ -83.06, 29.27 ], [ -83.06, 29.3 ], [ -83.04, 29.32 ] ] ] }, "raw_probability": 0.1633, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "e8b9a9546611c2c90fd9ddd120b5d6375c2d2c3365c2987944cf13d866086716", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.1633, "probability": 0.001923, "confidence_lo": 0.001896, "confidence_hi": 0.001923, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c6628f713f34aae081f4b4d75d81ca0d4ce213a72ad23277ca622dd96180115a", "signature": { "alg": "ed25519", "sig": "26f96694df517151b320324367b152593501e38376dd92abfa57066d70c29e373160ef8baffbffdf37c16fee7e9ad0778b462c673f05f581f448d0c01c8b3d0b" } }, "receipt_sha256": "c6628f713f34aae081f4b4d75d81ca0d4ce213a72ad23277ca622dd96180115a" }, { "storm_id": "271503", "lat": 41.5324, "lon": -73.6, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1271.0, "ebshear": 43.0, "srh01": 96.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 96.0 }, { "name": "hrrr_pwat", "value": 38.7529 }, { "name": "alignment", "value": 2.2669 }, { "name": "tau", "value": 1.8905 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1624 }, "coherence_score": 1.8904941082000732, "coherence_diagnostics": { "tau": 1.8904941082000732, "grad_tau": 0.3829421103000641, "torsion": 0.0, "alignment": 2.2669310569763184, "S_field": 0.22121484577655792, "Gamma_field": 0.2766447067260742, "S_over_Gamma": 0.7996351718902588, "Da": 15.160245895385742, "E_coh": 0.3887045383453369, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -73.53, 41.65 ], [ -73.52, 41.65 ], [ -73.51, 41.65 ], [ -73.5, 41.64 ], [ -73.49, 41.64 ], [ -73.49, 41.63 ], [ -73.49, 41.62 ], [ -73.49, 41.61 ], [ -73.49, 41.6 ], [ -73.49, 41.59 ], [ -73.49, 41.58 ], [ -73.49, 41.57 ], [ -73.5, 41.56 ], [ -73.51, 41.55 ], [ -73.52, 41.55 ], [ -73.53, 41.54 ], [ -73.54, 41.53 ], [ -73.55, 41.52 ], [ -73.56, 41.52 ], [ -73.57, 41.52 ], [ -73.58, 41.52 ], [ -73.59, 41.52 ], [ -73.6, 41.52 ], [ -73.61, 41.52 ], [ -73.62, 41.51 ], [ -73.63, 41.5 ], [ -73.64, 41.49 ], [ -73.65, 41.48 ], [ -73.65, 41.47 ], [ -73.65, 41.46 ], [ -73.65, 41.45 ], [ -73.65, 41.44 ], [ -73.66, 41.43 ], [ -73.67, 41.43 ], [ -73.68, 41.43 ], [ -73.69, 41.42 ], [ -73.7, 41.43 ], [ -73.71, 41.43 ], [ -73.72, 41.43 ], [ -73.72, 41.44 ], [ -73.72, 41.45 ], [ -73.71, 41.46 ], [ -73.7, 41.47 ], [ -73.69, 41.47 ], [ -73.68, 41.48 ], [ -73.68, 41.49 ], [ -73.68, 41.5 ], [ -73.67, 41.5 ], [ -73.66, 41.5 ], [ -73.65, 41.5 ], [ -73.64, 41.5 ], [ -73.63, 41.51 ], [ -73.62, 41.51 ], [ -73.61, 41.52 ], [ -73.61, 41.53 ], [ -73.61, 41.54 ], [ -73.61, 41.55 ], [ -73.61, 41.56 ], [ -73.61, 41.57 ], [ -73.6, 41.58 ], [ -73.59, 41.59 ], [ -73.58, 41.6 ], [ -73.57, 41.61 ], [ -73.56, 41.62 ], [ -73.56, 41.63 ], [ -73.55, 41.63 ], [ -73.54, 41.64 ], [ -73.53, 41.65 ] ] ] }, "raw_probability": 0.1624, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "85857cf177a5f57cdb8a3dce1652a3c97512ff1b3bafb4c19f28ef6c15864202", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.1624, "probability": 0.001923, "confidence_lo": 0.001896, "confidence_hi": 0.001923, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7579dbd58a4df492d58a136e0f25e55748509db5d589b5e12398a2b0b8fa9d7e", "signature": { "alg": "ed25519", "sig": "59489b0d7871b532125d898d46751eb38392ba71396bb147b8efb7e59a1b5de06fc92df41f0db57600c0f5b364476ff21421bc5d63978c808233f04772353308" } }, "receipt_sha256": "7579dbd58a4df492d58a136e0f25e55748509db5d589b5e12398a2b0b8fa9d7e" }, { "storm_id": "271946", "lat": 27.5552, "lon": -84.0352, "motion_east": 6.0, "motion_south": -1.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 3110.0, "ebshear": 7.0, "srh01": 29.0, "maxllaz": 0.001, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 29.0 }, { "name": "hrrr_pwat", "value": 49.7529 }, { "name": "alignment", "value": -3.2402 }, { "name": "tau", "value": 2.3499 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1529 }, "coherence_score": 2.349867343902588, "coherence_diagnostics": { "tau": 2.349867343902588, "grad_tau": 0.27675122022628784, "torsion": 0.0, "alignment": -3.240246057510376, "S_field": 0.6953085660934448, "Gamma_field": 0.2599780261516571, "S_over_Gamma": 2.674489736557007, "Da": 16.214557647705078, "E_coh": 0.9780026078224182, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -84.12, 27.61 ], [ -84.1, 27.6 ], [ -84.07, 27.6 ], [ -84.04, 27.57 ], [ -84.04, 27.55 ], [ -84.03, 27.54 ], [ -84.01, 27.56 ], [ -84.01, 27.58 ], [ -83.97, 27.6 ], [ -83.95, 27.6 ], [ -83.93, 27.59 ], [ -83.93, 27.58 ], [ -83.91, 27.56 ], [ -83.9, 27.52 ], [ -83.92, 27.51 ], [ -84.04, 27.51 ], [ -84.07, 27.49 ], [ -84.08, 27.5 ], [ -84.12, 27.5 ], [ -84.14, 27.49 ], [ -84.15, 27.51 ], [ -84.16, 27.59 ], [ -84.12, 27.61 ] ] ] }, "raw_probability": 0.1529, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "63326dd95a05c0074c4d6ade5857309558929d5d39573168c25500a62c09518e", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.1529, "probability": 0.001923, "confidence_lo": 0.001896, "confidence_hi": 0.001923, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8235697202352567a5385bb0342a759f88f225565aabd094c8c11523140c4d47", "signature": { "alg": "ed25519", "sig": "9125a0127dd64084f203c18bb2c4cb2cea98b2b5fa3190e0065610faf3c58e35d62f56eefc870ae0d8544f0899f69db277bcf92701356f00cdb76c1bb178d30c" } }, "receipt_sha256": "8235697202352567a5385bb0342a759f88f225565aabd094c8c11523140c4d47" }, { "storm_id": "272142", "lat": 35.5133, "lon": -76.8067, "motion_east": 4.3, "motion_south": 0.8, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2108.0, "ebshear": 17.0, "srh01": 71.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 71.0 }, { "name": "hrrr_pwat", "value": 53.7529 }, { "name": "alignment", "value": -0.3827 }, { "name": "tau", "value": 2.7172 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.151 }, "coherence_score": 2.7171616554260254, "coherence_diagnostics": { "tau": 2.7171616554260254, "grad_tau": 0.3239922821521759, "torsion": 0.0, "alignment": -0.38272902369499207, "S_field": 0.5559009313583374, "Gamma_field": 0.1999780237674713, "S_over_Gamma": 2.7798101902008057, "Da": 12.142695426940918, "E_coh": 0.9473447799682617, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.82, 35.54 ], [ -76.81, 35.54 ], [ -76.82, 35.53 ], [ -76.81, 35.52 ], [ -76.77, 35.52 ], [ -76.77, 35.49 ], [ -76.81, 35.47 ], [ -76.83, 35.47 ], [ -76.82, 35.54 ] ] ] }, "raw_probability": 0.151, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "61729b5fe73fc6ef3ed868815a0bfa5feaf1e3fba6da7a789eb116fe9ef014cc", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.151, "probability": 0.001923, "confidence_lo": 0.001896, "confidence_hi": 0.001923, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "49774a4f52e0675ceb2663087259ee86a11a08666da9788d42cd9ac14155de3b", "signature": { "alg": "ed25519", "sig": "5a76e0fa9fb9a43ab1f5dbe9ca153ab524f08e47a37280be7432b9b1be4c7fd80b947525e46d10606a1332a0086210277ffe325314d95b42735ca4a8709fab00" } }, "receipt_sha256": "49774a4f52e0675ceb2663087259ee86a11a08666da9788d42cd9ac14155de3b" }, { "storm_id": "272041", "lat": 37.0313, "lon": -75.8693, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2137.0, "ebshear": 23.0, "srh01": 67.0, "maxllaz": 0.003, "mesh": 0.08, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 67.0 }, { "name": "hrrr_pwat", "value": 42.7529 }, { "name": "alignment", "value": 2.3719 }, { "name": "tau", "value": 2.8525 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1463 }, "coherence_score": 2.8524646759033203, "coherence_diagnostics": { "tau": 2.8524646759033203, "grad_tau": 0.3595987856388092, "torsion": 0.0, "alignment": 2.3719146251678467, "S_field": 0.8949534893035889, "Gamma_field": 0.1974780261516571, "S_over_Gamma": 4.531914234161377, "Da": 11.75472354888916, "E_coh": 0.8660187721252441, "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": [ [ [ -75.84, 37.07 ], [ -75.83, 37.07 ], [ -75.82, 37.05 ], [ -75.83, 37.04 ], [ -75.84, 36.99 ], [ -75.85, 36.99 ], [ -75.87, 36.97 ], [ -75.92, 36.97 ], [ -75.93, 37.02 ], [ -75.95, 37.03 ], [ -75.95, 37.05 ], [ -75.87, 37.05 ], [ -75.86, 37.04 ], [ -75.84, 37.06 ], [ -75.84, 37.07 ] ] ] }, "raw_probability": 0.1463, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "577527bfe2ecd9f00a36ad3adddd5726555774705954d867abcbe157128d7138", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.1463, "probability": 0.001923, "confidence_lo": 0.001896, "confidence_hi": 0.001923, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e7f6a336bc47ce4d532ff1d26ea8e0e4085b7027c16787d147b8413074c2dc5d", "signature": { "alg": "ed25519", "sig": "7b5541da0e9d94734e0755dde1abbaf433b9a66b4272e4195b362345d67002153a58b21ea2d757fdcb4c9b5dfec1c46116a8d65f329fcfc67c447efb34118c03" } }, "receipt_sha256": "e7f6a336bc47ce4d532ff1d26ea8e0e4085b7027c16787d147b8413074c2dc5d" }, { "storm_id": "272016", "lat": 30.8325, "lon": -82.7008, "motion_east": 5.0, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2200.0, "ebshear": 16.0, "srh01": 77.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 77.0 }, { "name": "hrrr_pwat", "value": 37.2529 }, { "name": "alignment", "value": 3.0564 }, { "name": "tau", "value": 1.5516 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1439 }, "coherence_score": 1.5516326427459717, "coherence_diagnostics": { "tau": 1.5516326427459717, "grad_tau": 0.2905169427394867, "torsion": 0.0, "alignment": 3.056396245956421, "S_field": 0.32358384132385254, "Gamma_field": 0.23497803509235382, "S_over_Gamma": 1.377081274986267, "Da": 14.418292045593262, "E_coh": 0.7967994213104248, "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": [ [ [ -82.72, 30.87 ], [ -82.69, 30.87 ], [ -82.68, 30.86 ], [ -82.67, 30.84 ], [ -82.68, 30.82 ], [ -82.67, 30.8 ], [ -82.68, 30.79 ], [ -82.7, 30.79 ], [ -82.72, 30.81 ], [ -82.74, 30.81 ], [ -82.74, 30.86 ], [ -82.72, 30.87 ] ] ] }, "raw_probability": 0.1439, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "e1098810b6b71e8125708c3197e0f210daa561b3fc8cdace27481fc86b5612de", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.1439, "probability": 0.001923, "confidence_lo": 0.001896, "confidence_hi": 0.001923, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f6c197e910c9d1f51f579c2d9dacb01a3cbc806c93ed149c0af2331248fba890", "signature": { "alg": "ed25519", "sig": "279c499d3cd35bc0915631fb59738157122920c48880421c0cd973a96e97713d4398e41d59e0ddd2e496c8aedabf3ad2aa6884ce96901d1ae88183fd2403ce02" } }, "receipt_sha256": "f6c197e910c9d1f51f579c2d9dacb01a3cbc806c93ed149c0af2331248fba890" }, { "storm_id": "271921", "lat": 36.361, "lon": -76.01, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2208.0, "ebshear": 17.0, "srh01": 67.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 67.0 }, { "name": "hrrr_pwat", "value": 54.1279 }, { "name": "alignment", "value": 3.3181 }, { "name": "tau", "value": 2.9572 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.139 }, "coherence_score": 2.9571566581726074, "coherence_diagnostics": { "tau": 2.9571566581726074, "grad_tau": 0.27504459023475647, "torsion": 0.0, "alignment": 3.3181495666503906, "S_field": 0.88372403383255, "Gamma_field": 0.21747802197933197, "S_over_Gamma": 4.063509464263916, "Da": 13.222700119018555, "E_coh": 0.943575918674469, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.04, 36.41 ], [ -75.98, 36.41 ], [ -75.95, 36.37 ], [ -75.95, 36.35 ], [ -75.97, 36.33 ], [ -75.99, 36.29 ], [ -76.04, 36.29 ], [ -76.08, 36.35 ], [ -76.06, 36.4 ], [ -76.04, 36.41 ] ] ] }, "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "80ce87a21c68765feb0f24e36f3e0080a07c70ab1701cc9718e3011b8c1c792a", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.139, "probability": 0.001923, "confidence_lo": 0.001896, "confidence_hi": 0.001923, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6bd6c508adc57ba57fb1cc79121d705f2c7ed249de9a7c460ad4cc42cea10d54", "signature": { "alg": "ed25519", "sig": "9ae980629e78aad444353fe00d14b0d6e9e7d21343a9dbe35daf7d95d6e03be6e484c61010ecb4d93404a93753c40547233b2303342ab0f44b85d6ff656c1800" } }, "receipt_sha256": "6bd6c508adc57ba57fb1cc79121d705f2c7ed249de9a7c460ad4cc42cea10d54" }, { "storm_id": "272063", "lat": 35.0964, "lon": -77.1645, "motion_east": 6.2, "motion_south": 0.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2206.0, "ebshear": 15.0, "srh01": 41.0, "maxllaz": 0.006, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 41.0 }, { "name": "hrrr_pwat", "value": 48.6279 }, { "name": "alignment", "value": 0.6369 }, { "name": "tau", "value": 2.4067 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.1305 }, "coherence_score": 2.4067373275756836, "coherence_diagnostics": { "tau": 2.4067373275756836, "grad_tau": 0.44132497906684875, "torsion": 0.0, "alignment": 0.636935293674469, "S_field": 0.8461710214614868, "Gamma_field": 0.2183113545179367, "S_over_Gamma": 3.8759827613830566, "Da": 13.115784645080566, "E_coh": 0.9360926151275635, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.16, 35.13 ], [ -77.14, 35.13 ], [ -77.11, 35.11 ], [ -77.11, 35.07 ], [ -77.13, 35.05 ], [ -77.19, 35.04 ], [ -77.22, 35.07 ], [ -77.22, 35.09 ], [ -77.2, 35.12 ], [ -77.17, 35.12 ], [ -77.16, 35.13 ] ] ] }, "raw_probability": 0.1305, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "201b42216b6f6ff4bbcfd84070edf5c42550a1a0010ea31b8d0a46199e792d80", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.1305, "probability": 0.001923, "confidence_lo": 0.001896, "confidence_hi": 0.001923, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6fe03ff6d16a9b26e2d6c8a04c2b6a345b1a46f0b126d2afcffa47b17b6857a8", "signature": { "alg": "ed25519", "sig": "8b19e1c769bbd256f66d7997154a56fdde1208b0bbd9cfa48860c8b405294477495e536cde882fdc906db3ea1c7cf3623ad93f51401b62d92d56a7e99ee82c0f" } }, "receipt_sha256": "6fe03ff6d16a9b26e2d6c8a04c2b6a345b1a46f0b126d2afcffa47b17b6857a8" }, { "storm_id": "272153", "lat": 27.2767, "lon": -84.2567, "motion_east": 4.8, "motion_south": 0.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2838.0, "ebshear": 5.0, "srh01": 10.0, "maxllaz": 0.002, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 10.0 }, { "name": "hrrr_pwat", "value": 49.7529 }, { "name": "alignment", "value": -3.2402 }, { "name": "tau", "value": 2.3499 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1289 }, "coherence_score": 2.349867343902588, "coherence_diagnostics": { "tau": 2.349867343902588, "grad_tau": 0.27675122022628784, "torsion": 0.0, "alignment": -3.240246057510376, "S_field": 0.6953085660934448, "Gamma_field": 0.2599780261516571, "S_over_Gamma": 2.674489736557007, "Da": 16.214557647705078, "E_coh": 0.9780026078224182, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -84.24, 27.32 ], [ -84.2, 27.32 ], [ -84.2, 27.28 ], [ -84.24, 27.24 ], [ -84.27, 27.24 ], [ -84.28, 27.23 ], [ -84.29, 27.24 ], [ -84.28, 27.25 ], [ -84.28, 27.28 ], [ -84.29, 27.3 ], [ -84.27, 27.3 ], [ -84.24, 27.32 ] ] ] }, "raw_probability": 0.1289, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "359cbe57ab1824d61775977a99ca5d3e9bddcf5965a8e00535143746dc2fe4a7", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.1289, "probability": 0.001923, "confidence_lo": 0.001896, "confidence_hi": 0.001923, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "55ee6bb29de9c620efd3400ea691f5d77f32c917e06cd268ac9de9c5a5887844", "signature": { "alg": "ed25519", "sig": "ae00f814b61b753f60e7dbaec0281f0025d394c801042daa7cc807dd6ab5c7f010fef983b90ca7da34871b677728f2838bb07faedba42ba458e0d184580deb0c" } }, "receipt_sha256": "55ee6bb29de9c620efd3400ea691f5d77f32c917e06cd268ac9de9c5a5887844" }, { "storm_id": "271615", "lat": 49.0162, "lon": -73.0825, "motion_east": 6.0, "motion_south": -4.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 13.0, "ebshear": 35.0, "srh01": 0.0, "maxllaz": 0.015, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 40.3779 }, { "name": "alignment", "value": -6.2684 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.015 } ], "model_scores": { "gbt_prob": 0.1213 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.6319823265075684, "torsion": 0.0, "alignment": -6.268364906311035, "S_field": 0.31492510437965393, "Gamma_field": 0.15247802436351776, "S_over_Gamma": 2.065380334854126, "Da": 9.137539863586426, "E_coh": 0.5198705792427063, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -72.85, 49.41 ], [ -72.82, 49.41 ], [ -72.8, 49.39 ], [ -72.8, 49.35 ], [ -72.84, 49.3 ], [ -72.84, 49.25 ], [ -72.85, 49.24 ], [ -72.85, 49.21 ], [ -72.88, 49.19 ], [ -72.92, 49.19 ], [ -72.93, 49.18 ], [ -72.95, 49.18 ], [ -72.98, 49.15 ], [ -72.99, 49.15 ], [ -73.02, 49.11 ], [ -73.02, 49.07 ], [ -73.04, 49.03 ], [ -73.11, 48.97 ], [ -73.11, 48.95 ], [ -73.12, 48.94 ], [ -73.11, 48.84 ], [ -73.15, 48.79 ], [ -73.17, 48.75 ], [ -73.17, 48.72 ], [ -73.18, 48.7 ], [ -73.23, 48.65 ], [ -73.24, 48.65 ], [ -73.28, 48.62 ], [ -73.34, 48.63 ], [ -73.35, 48.64 ], [ -73.35, 48.69 ], [ -73.36, 48.71 ], [ -73.35, 48.72 ], [ -73.35, 48.75 ], [ -73.33, 48.77 ], [ -73.29, 48.78 ], [ -73.27, 48.8 ], [ -73.27, 48.85 ], [ -73.26, 48.86 ], [ -73.27, 48.88 ], [ -73.26, 48.9 ], [ -73.26, 48.96 ], [ -73.24, 48.98 ], [ -73.24, 48.99 ], [ -72.98, 49.26 ], [ -72.92, 49.26 ], [ -72.9, 49.28 ], [ -72.9, 49.3 ], [ -72.91, 49.31 ], [ -72.9, 49.35 ], [ -72.89, 49.37 ], [ -72.85, 49.41 ] ] ] }, "raw_probability": 0.1213, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "a667bd458fb7f0ba6c24d23501ba32bf8bf9650963f1a58952e3a6d3b300804f", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.1213, "probability": 0.001923, "confidence_lo": 0.001896, "confidence_hi": 0.001923, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7da553914b1c8d07c6b3dc52576a62d00c40038361ced8837de56495b4a236ca", "signature": { "alg": "ed25519", "sig": "7e8a5ca538b86a4d92d2a94f53c140f5ac5e910fa227fd5aafc9237648cd2122ab29fbcce467e568155b280f36a7c21c8d132e1ee5087af60f24bcce39e1f502" } }, "receipt_sha256": "7da553914b1c8d07c6b3dc52576a62d00c40038361ced8837de56495b4a236ca" }, { "storm_id": "271929", "lat": 28.575, "lon": -85.5194, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2955.0, "ebshear": 15.0, "srh01": 47.0, "maxllaz": 0.001, "mesh": 0.12, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 47.0 }, { "name": "hrrr_pwat", "value": 49.5029 }, { "name": "alignment", "value": -1.7663 }, { "name": "tau", "value": 2.5788 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1183 }, "coherence_score": 2.578824043273926, "coherence_diagnostics": { "tau": 2.578824043273926, "grad_tau": 0.05077856406569481, "torsion": 0.0, "alignment": -1.7662729024887085, "S_field": 1.0101615190505981, "Gamma_field": 0.21247802674770355, "S_over_Gamma": 4.75419282913208, "Da": 12.660405158996582, "E_coh": 0.9597896337509155, "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": [ [ [ -85.51, 28.63 ], [ -85.49, 28.63 ], [ -85.5, 28.61 ], [ -85.47, 28.58 ], [ -85.47, 28.56 ], [ -85.48, 28.55 ], [ -85.48, 28.52 ], [ -85.5, 28.51 ], [ -85.54, 28.51 ], [ -85.56, 28.52 ], [ -85.58, 28.55 ], [ -85.57, 28.56 ], [ -85.57, 28.6 ], [ -85.56, 28.62 ], [ -85.52, 28.62 ], [ -85.51, 28.63 ] ] ] }, "raw_probability": 0.1183, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "174dc883aae5c2fbd08c11b45acc1ed9b587d5027d89f8de5ea67088f5fccea7", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.1183, "probability": 0.001923, "confidence_lo": 0.001896, "confidence_hi": 0.001923, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0f090c623f189c2b2f5b10508a4fe27cfb3025e4b6d4bf135bc67771e1396c5c", "signature": { "alg": "ed25519", "sig": "7268e00a7191d9220447f4adcbca365982d75efb5bbf1612ea8b9a3170798d3928cae4f5c0d872fc5e131a2200e18fc1c5d09b9166638e79a1ddb806b83fcc0c" } }, "receipt_sha256": "0f090c623f189c2b2f5b10508a4fe27cfb3025e4b6d4bf135bc67771e1396c5c" }, { "storm_id": "271540", "lat": 34.9427, "lon": -77.2793, "motion_east": 7.0, "motion_south": -1.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2283.0, "ebshear": 15.0, "srh01": 39.0, "maxllaz": 0.006, "mesh": 0.07, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 39.0 }, { "name": "hrrr_pwat", "value": 43.6279 }, { "name": "alignment", "value": 0.9263 }, { "name": "tau", "value": 2.5002 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.1132 }, "coherence_score": 2.500166893005371, "coherence_diagnostics": { "tau": 2.500166893005371, "grad_tau": 0.40276363492012024, "torsion": 0.0, "alignment": 0.9263473749160767, "S_field": 0.5308150053024292, "Gamma_field": 0.22747802734375, "S_over_Gamma": 2.3334782123565674, "Da": 13.86622142791748, "E_coh": 0.8989598751068115, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.32, 35.01 ], [ -77.22, 35.01 ], [ -77.2, 35.0 ], [ -77.18, 34.97 ], [ -77.17, 34.92 ], [ -77.18, 34.91 ], [ -77.23, 34.91 ], [ -77.24, 34.9 ], [ -77.3, 34.9 ], [ -77.32, 34.88 ], [ -77.37, 34.89 ], [ -77.39, 34.91 ], [ -77.38, 34.95 ], [ -77.37, 34.97 ], [ -77.32, 35.01 ] ] ] }, "raw_probability": 0.1132, "confidence_lo": 0.0017, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "748075c0a0dfc91dc7f699e9ca27f91a88bd85597622d85022d932a1f3e1c91f", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.1132, "probability": 0.001923, "confidence_lo": 0.001696, "confidence_hi": 0.001923, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2366eb59344d7b8bdf3ea36cc5c2fb3f24a01f20383c15b29f0ed49dc6ef2330", "signature": { "alg": "ed25519", "sig": "ed14fb60d61968a18db97508dc47f3537b3be32b3fd4ffaa516bc2f7a5833970374ac17657095a147617ec28f715fdc3948cd7530e60f5f55686c212a363e00a" } }, "receipt_sha256": "2366eb59344d7b8bdf3ea36cc5c2fb3f24a01f20383c15b29f0ed49dc6ef2330" }, { "storm_id": "271778", "lat": 38.6553, "lon": -76.416, "motion_east": 6.0, "motion_south": 1.7, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2347.0, "ebshear": 29.0, "srh01": 42.0, "maxllaz": 0.005, "mesh": 0.11, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 42.0 }, { "name": "hrrr_pwat", "value": 37.7529 }, { "name": "alignment", "value": 2.1869 }, { "name": "tau", "value": 2.0318 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.111 }, "coherence_score": 2.031830310821533, "coherence_diagnostics": { "tau": 2.031830310821533, "grad_tau": 0.4359804391860962, "torsion": 0.0, "alignment": 2.186920404434204, "S_field": 0.6477113366127014, "Gamma_field": 0.23081137239933014, "S_over_Gamma": 2.806236743927002, "Da": 14.681556701660156, "E_coh": 0.9271746873855591, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.27, 38.78 ], [ -76.26, 38.78 ], [ -76.26, 38.75 ], [ -76.27, 38.75 ], [ -76.32, 38.7 ], [ -76.32, 38.66 ], [ -76.34, 38.64 ], [ -76.35, 38.64 ], [ -76.45, 38.53 ], [ -76.48, 38.53 ], [ -76.51, 38.51 ], [ -76.56, 38.51 ], [ -76.57, 38.52 ], [ -76.58, 38.54 ], [ -76.58, 38.58 ], [ -76.57, 38.59 ], [ -76.55, 38.59 ], [ -76.54, 38.6 ], [ -76.52, 38.6 ], [ -76.51, 38.61 ], [ -76.47, 38.62 ], [ -76.42, 38.67 ], [ -76.42, 38.71 ], [ -76.43, 38.73 ], [ -76.4, 38.76 ], [ -76.36, 38.76 ], [ -76.32, 38.73 ], [ -76.31, 38.73 ], [ -76.27, 38.76 ], [ -76.27, 38.78 ] ] ] }, "raw_probability": 0.111, "confidence_lo": 0.0017, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "77664806ae650430654c345026aa2a3c9389172f17575cbbc5a6ac5ce01f6d5b", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.111, "probability": 0.001912, "confidence_lo": 0.001696, "confidence_hi": 0.001912, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5e62768778f2d8f1255529af7237d3f31404704f8ab5dc97acdc01cfa42ef44d", "signature": { "alg": "ed25519", "sig": "beeed50f75e3c2661f898184f6b1c754909e77ad205ee1ff4a7075f5a7c3e5e6e79e23dd8218bc6a4bf5d01c00c911c46fa8fe5a7384f15b1f2fa766bc7aa400" } }, "receipt_sha256": "5e62768778f2d8f1255529af7237d3f31404704f8ab5dc97acdc01cfa42ef44d" }, { "storm_id": "272100", "lat": 47.3835, "lon": -73.5082, "motion_east": 7.8, "motion_south": -5.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 41.0, "ebshear": 24.0, "srh01": 23.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 23.0 }, { "name": "hrrr_pwat", "value": 41.1279 }, { "name": "alignment", "value": 2.6945 }, { "name": "tau", "value": 1.0182 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1104 }, "coherence_score": 1.0181649923324585, "coherence_diagnostics": { "tau": 1.0181649923324585, "grad_tau": 0.37773412466049194, "torsion": 0.0, "alignment": 2.6944761276245117, "S_field": 0.2921883165836334, "Gamma_field": 0.1624780297279358, "S_over_Gamma": 1.7983250617980957, "Da": 9.767667770385742, "E_coh": 0.3514091372489929, "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": [ [ [ -73.49, 47.52 ], [ -73.47, 47.52 ], [ -73.45, 47.49 ], [ -73.44, 47.38 ], [ -73.47, 47.35 ], [ -73.48, 47.35 ], [ -73.52, 47.32 ], [ -73.5, 47.29 ], [ -73.5, 47.25 ], [ -73.51, 47.25 ], [ -73.51, 47.28 ], [ -73.57, 47.32 ], [ -73.58, 47.34 ], [ -73.58, 47.39 ], [ -73.54, 47.46 ], [ -73.54, 47.49 ], [ -73.49, 47.52 ] ] ] }, "raw_probability": 0.1104, "confidence_lo": 0.0017, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "04965b00783a6e55861b1dd1e0c2f5025de5cea9ed4d900432855d9e56c15d61", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.1104, "probability": 0.001912, "confidence_lo": 0.001696, "confidence_hi": 0.001912, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e813f543582ba59c6bf96d1318c3d77c784f08e34a5793497ba8e07d91a3125b", "signature": { "alg": "ed25519", "sig": "5fec28cab6b7a5334a06daa37960c3123bc7c2ee9217ebbc9b2a84f793d18da8400100795fa8eda1a16933a00170cd5d7349ab50f06f67ac2e85fcfa609dda0c" } }, "receipt_sha256": "e813f543582ba59c6bf96d1318c3d77c784f08e34a5793497ba8e07d91a3125b" }, { "storm_id": "272128", "lat": 49.1837, "lon": -93.54, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1152.0, "ebshear": 41.0, "srh01": 138.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 138.0 }, { "name": "hrrr_pwat", "value": 21.8779 }, { "name": "alignment", "value": -4.0184 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1095 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.37864619493484497, "torsion": 0.0, "alignment": -4.018364906311035, "S_field": 0.26203805208206177, "Gamma_field": 0.2874780595302582, "S_over_Gamma": 0.9115062355995178, "Da": 15.638463973999023, "E_coh": 0.5178321599960327, "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": [ [ [ -93.57, 49.22 ], [ -93.52, 49.22 ], [ -93.51, 49.21 ], [ -93.5, 49.15 ], [ -93.52, 49.14 ], [ -93.56, 49.15 ], [ -93.57, 49.16 ], [ -93.57, 49.22 ] ] ] }, "raw_probability": 0.1095, "confidence_lo": 0.0017, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "b8b65822c6117f7e7e9a5a6ee45788b5eec62fd36b88edb6426bd397d8685da6", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.1095, "probability": 0.001909, "confidence_lo": 0.001696, "confidence_hi": 0.001909, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4d220eb4af7540c0217ac966635bf2a4f410767f08c1db99245b996c3edeaa17", "signature": { "alg": "ed25519", "sig": "2fbb4078e2b273ca884a5c22d19a095ade179381855a4a9e8cef68c0cf32b438ad4f96c93f28b00121293f94f03f507c19eadaf2a79c442026406e829b68430d" } }, "receipt_sha256": "4d220eb4af7540c0217ac966635bf2a4f410767f08c1db99245b996c3edeaa17" }, { "storm_id": "271939", "lat": 29.736, "lon": -78.609, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3297.0, "ebshear": 8.0, "srh01": 28.0, "maxllaz": 0.0, "mesh": 0.15, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 28.0 }, { "name": "hrrr_pwat", "value": 61.5029 }, { "name": "alignment", "value": 4.5867 }, { "name": "tau", "value": 2.2 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.1072 }, "coherence_score": 2.200045108795166, "coherence_diagnostics": { "tau": 2.200045108795166, "grad_tau": 0.19115369021892548, "torsion": 0.0, "alignment": 4.586742401123047, "S_field": 0.12094438076019287, "Gamma_field": 0.761644721031189, "S_over_Gamma": 0.15879370272159576, "Da": 43.53411102294922, "E_coh": 0.07949797064065933, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.59, 29.77 ], [ -78.57, 29.76 ], [ -78.57, 29.71 ], [ -78.59, 29.69 ], [ -78.64, 29.69 ], [ -78.65, 29.7 ], [ -78.65, 29.75 ], [ -78.64, 29.76 ], [ -78.6, 29.76 ], [ -78.59, 29.77 ] ] ] }, "raw_probability": 0.1072, "confidence_lo": 0.0013, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "98a8635c7b370bd7f9c4f657cecfe1c14a20ca5d778003f5da06f548b5f417b8", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.1072, "probability": 0.001396, "confidence_lo": 0.001269, "confidence_hi": 0.001396, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8858281a925b52c8010c312c512ca0b7c322ff58e34e3a1cbab8ec31002e2c41", "signature": { "alg": "ed25519", "sig": "480722c0aea4dae1b6c64394ab48559e771e5f9f27ef3b84ab32172a525d42c7e48717673925897334c5d8d1d172d96d68d0e4161555dfec53a04d323c954500" } }, "receipt_sha256": "8858281a925b52c8010c312c512ca0b7c322ff58e34e3a1cbab8ec31002e2c41" }, { "storm_id": "272069", "lat": 31.623, "lon": -82.4677, "motion_east": 7.9, "motion_south": -3.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2016.0, "ebshear": 18.0, "srh01": 53.0, "maxllaz": 0.004, "mesh": 0.08, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 53.0 }, { "name": "hrrr_pwat", "value": 38.6279 }, { "name": "alignment", "value": 1.766 }, { "name": "tau", "value": 1.5658 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1039 }, "coherence_score": 1.5657809972763062, "coherence_diagnostics": { "tau": 1.5657809972763062, "grad_tau": 0.2280653417110443, "torsion": 0.0, "alignment": 1.7660274505615234, "S_field": 0.22739394009113312, "Gamma_field": 0.26831138134002686, "S_over_Gamma": 0.8475001454353333, "Da": 16.07554817199707, "E_coh": 0.76529461145401, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.47, 31.74 ], [ -82.39, 31.74 ], [ -82.39, 31.73 ], [ -82.42, 31.71 ], [ -82.42, 31.69 ], [ -82.39, 31.67 ], [ -82.39, 31.66 ], [ -82.41, 31.64 ], [ -82.4, 31.63 ], [ -82.4, 31.61 ], [ -82.41, 31.59 ], [ -82.44, 31.58 ], [ -82.47, 31.54 ], [ -82.5, 31.54 ], [ -82.52, 31.52 ], [ -82.52, 31.5 ], [ -82.54, 31.5 ], [ -82.55, 31.51 ], [ -82.54, 31.52 ], [ -82.55, 31.53 ], [ -82.54, 31.56 ], [ -82.5, 31.58 ], [ -82.49, 31.59 ], [ -82.49, 31.61 ], [ -82.45, 31.64 ], [ -82.49, 31.68 ], [ -82.5, 31.68 ], [ -82.5, 31.73 ], [ -82.48, 31.73 ], [ -82.47, 31.74 ] ] ] }, "raw_probability": 0.1039, "confidence_lo": 0.0013, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "00381746a103893011ac1700f7c2975a58d2bd84869e9ce5f8e98109da22740a", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.1039, "probability": 0.001396, "confidence_lo": 0.001269, "confidence_hi": 0.001396, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7acc024a2b31b552e05b0002afb98402fb7a58b8af4a31424b08adde217b647e", "signature": { "alg": "ed25519", "sig": "860615d3b478f1ca9a212e217754eed03f00b29cc2be7f273d18773680b400f8497765780639722355d8a66fef2b19f7c9a06ef4c0effa891fce6bcde2138905" } }, "receipt_sha256": "7acc024a2b31b552e05b0002afb98402fb7a58b8af4a31424b08adde217b647e" }, { "storm_id": "271874", "lat": 49.7522, "lon": -72.1941, "motion_east": 5.8, "motion_south": -5.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 19.0, "ebshear": 27.0, "srh01": 0.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 40.8779 }, { "name": "alignment", "value": -9.3934 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.103 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.6772263050079346, "torsion": 0.0, "alignment": -9.393364906311035, "S_field": 0.31550124287605286, "Gamma_field": 0.15997803211212158, "S_over_Gamma": 1.9721535444259644, "Da": 9.55445671081543, "E_coh": 0.6536749005317688, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -72.1, 49.87 ], [ -72.06, 49.87 ], [ -72.05, 49.86 ], [ -72.05, 49.83 ], [ -72.04, 49.82 ], [ -72.11, 49.73 ], [ -72.15, 49.72 ], [ -72.16, 49.71 ], [ -72.18, 49.72 ], [ -72.22, 49.72 ], [ -72.25, 49.69 ], [ -72.25, 49.67 ], [ -72.27, 49.65 ], [ -72.27, 49.64 ], [ -72.29, 49.63 ], [ -72.32, 49.63 ], [ -72.34, 49.64 ], [ -72.35, 49.72 ], [ -72.32, 49.75 ], [ -72.24, 49.75 ], [ -72.22, 49.77 ], [ -72.22, 49.78 ], [ -72.2, 49.79 ], [ -72.2, 49.8 ], [ -72.16, 49.82 ], [ -72.12, 49.86 ], [ -72.1, 49.87 ] ] ] }, "raw_probability": 0.103, "confidence_lo": 0.0013, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "73a0f04db0fb0b0cda22ffe8c11c86610730ccb9ed30f347d2f617d8a39a3fa2", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.103, "probability": 0.001396, "confidence_lo": 0.001269, "confidence_hi": 0.001396, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b0a66b19e277b5b896686c84d2b0ca7119067d40b541bd1f13bf60829039a04f", "signature": { "alg": "ed25519", "sig": "1d0af5a8a89065515adb40434dbab63d592ee0c50ac0e575d075fbd35268348fd5ba087f3ea5a14a533ea65d0c420baab65e622554b00c36f9516ebd07489305" } }, "receipt_sha256": "b0a66b19e277b5b896686c84d2b0ca7119067d40b541bd1f13bf60829039a04f" }, { "storm_id": "272090", "lat": 49.4174, "lon": -72.3389, "motion_east": 6.0, "motion_south": -5.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 18.0, "ebshear": 25.0, "srh01": 4.0, "maxllaz": 0.005, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 4.0 }, { "name": "hrrr_pwat", "value": 40.8779 }, { "name": "alignment", "value": -9.3934 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.1027 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.6772263050079346, "torsion": 0.0, "alignment": -9.393364906311035, "S_field": 0.31550124287605286, "Gamma_field": 0.15997803211212158, "S_over_Gamma": 1.9721535444259644, "Da": 9.55445671081543, "E_coh": 0.6536749005317688, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -72.28, 49.52 ], [ -72.18, 49.52 ], [ -72.16, 49.5 ], [ -72.16, 49.47 ], [ -72.2, 49.45 ], [ -72.23, 49.45 ], [ -72.26, 49.43 ], [ -72.31, 49.42 ], [ -72.33, 49.4 ], [ -72.33, 49.35 ], [ -72.34, 49.34 ], [ -72.36, 49.34 ], [ -72.44, 49.3 ], [ -72.49, 49.29 ], [ -72.5, 49.3 ], [ -72.5, 49.34 ], [ -72.48, 49.35 ], [ -72.47, 49.37 ], [ -72.43, 49.41 ], [ -72.41, 49.41 ], [ -72.4, 49.42 ], [ -72.35, 49.42 ], [ -72.33, 49.44 ], [ -72.33, 49.49 ], [ -72.31, 49.51 ], [ -72.29, 49.51 ], [ -72.28, 49.52 ] ] ] }, "raw_probability": 0.1027, "confidence_lo": 0.0013, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "d05a8f56edf57e2573cd03d5439245c8b08f66565319fbe2b44e578a9f673157", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.1027, "probability": 0.001396, "confidence_lo": 0.001269, "confidence_hi": 0.001396, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "995f043879ab6cd4af2015e359af969a1cf93263def9efec80bb1238add360de", "signature": { "alg": "ed25519", "sig": "860334954555452c2528b160119b32bc672a1e26a9d2ade4154dd1148b43e494db21567e9601c8c5104e1a7bc69cbabb3655fe1ba2fc9c2831bf1813a0402603" } }, "receipt_sha256": "995f043879ab6cd4af2015e359af969a1cf93263def9efec80bb1238add360de" }, { "storm_id": "269228", "lat": 32.2993, "lon": -82.0868, "motion_east": 7.5, "motion_south": -3.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2206.0, "ebshear": 22.0, "srh01": 47.0, "maxllaz": 0.003, "mesh": 0.11, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 47.0 }, { "name": "hrrr_pwat", "value": 42.6279 }, { "name": "alignment", "value": 0.9386 }, { "name": "tau", "value": 1.5096 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1025 }, "coherence_score": 1.5096464157104492, "coherence_diagnostics": { "tau": 1.5096464157104492, "grad_tau": 0.1931002289056778, "torsion": 0.0, "alignment": 0.9386334419250488, "S_field": 0.35966742038726807, "Gamma_field": 0.24497802555561066, "S_over_Gamma": 1.468161940574646, "Da": 14.601078987121582, "E_coh": 0.9149511456489563, "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": 9, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.14, 32.49 ], [ -82.05, 32.49 ], [ -82.01, 32.47 ], [ -81.98, 32.43 ], [ -81.98, 32.37 ], [ -82.0, 32.34 ], [ -82.0, 32.3 ], [ -82.01, 32.28 ], [ -82.06, 32.23 ], [ -82.06, 32.22 ], [ -82.04, 32.2 ], [ -82.04, 32.18 ], [ -82.05, 32.16 ], [ -82.08, 32.14 ], [ -82.12, 32.14 ], [ -82.14, 32.16 ], [ -82.14, 32.18 ], [ -82.15, 32.19 ], [ -82.15, 32.22 ], [ -82.13, 32.24 ], [ -82.11, 32.24 ], [ -82.09, 32.26 ], [ -82.13, 32.33 ], [ -82.13, 32.36 ], [ -82.14, 32.38 ], [ -82.18, 32.43 ], [ -82.18, 32.46 ], [ -82.14, 32.49 ] ] ] }, "raw_probability": 0.1025, "confidence_lo": 0.0013, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "bb81d927ce10a05d5da082663bda1cf46fa22afaf0d266cdb5b9a6ef0489e0fd", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.1025, "probability": 0.001396, "confidence_lo": 0.001269, "confidence_hi": 0.001396, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8ba0e0273e61de6c58138ef90802dd9efe417ff8db8e0448af8ff193d97203a6", "signature": { "alg": "ed25519", "sig": "f128611036809746671cb941647bd190698115e1f24d3767c3f5f6e08f5c5289f5c9d8e637ef059daca1d34bc56617e2eca083abcda7c3d57e0541c1e893ed01" } }, "receipt_sha256": "8ba0e0273e61de6c58138ef90802dd9efe417ff8db8e0448af8ff193d97203a6" }, { "storm_id": "271655", "lat": 27.3678, "lon": -84.3444, "motion_east": 4.7, "motion_south": 0.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2852.0, "ebshear": 6.0, "srh01": 13.0, "maxllaz": 0.004, "mesh": 0.32, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 13.0 }, { "name": "hrrr_pwat", "value": 49.7529 }, { "name": "alignment", "value": -3.2402 }, { "name": "tau", "value": 2.3499 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1025 }, "coherence_score": 2.349867343902588, "coherence_diagnostics": { "tau": 2.349867343902588, "grad_tau": 0.27675122022628784, "torsion": 0.0, "alignment": -3.240246057510376, "S_field": 0.6953085660934448, "Gamma_field": 0.2599780261516571, "S_over_Gamma": 2.674489736557007, "Da": 16.214557647705078, "E_coh": 0.9780026078224182, "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": [ [ [ -84.36, 27.4 ], [ -84.31, 27.4 ], [ -84.3, 27.39 ], [ -84.31, 27.35 ], [ -84.34, 27.32 ], [ -84.36, 27.32 ], [ -84.38, 27.34 ], [ -84.38, 27.39 ], [ -84.36, 27.4 ] ] ] }, "raw_probability": 0.1025, "confidence_lo": 0.0013, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "bb81d927ce10a05d5da082663bda1cf46fa22afaf0d266cdb5b9a6ef0489e0fd", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.1025, "probability": 0.001396, "confidence_lo": 0.001269, "confidence_hi": 0.001396, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8ba0e0273e61de6c58138ef90802dd9efe417ff8db8e0448af8ff193d97203a6", "signature": { "alg": "ed25519", "sig": "f128611036809746671cb941647bd190698115e1f24d3767c3f5f6e08f5c5289f5c9d8e637ef059daca1d34bc56617e2eca083abcda7c3d57e0541c1e893ed01" } }, "receipt_sha256": "8ba0e0273e61de6c58138ef90802dd9efe417ff8db8e0448af8ff193d97203a6" }, { "storm_id": "272068", "lat": 31.81, "lon": -82.34, "motion_east": 7.4, "motion_south": -3.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2056.0, "ebshear": 16.0, "srh01": 50.0, "maxllaz": 0.001, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 50.0 }, { "name": "hrrr_pwat", "value": 38.6279 }, { "name": "alignment", "value": 1.766 }, { "name": "tau", "value": 1.5658 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0972 }, "coherence_score": 1.5657809972763062, "coherence_diagnostics": { "tau": 1.5657809972763062, "grad_tau": 0.2280653417110443, "torsion": 0.0, "alignment": 1.7660274505615234, "S_field": 0.22739394009113312, "Gamma_field": 0.26831138134002686, "S_over_Gamma": 0.8475001454353333, "Da": 16.07554817199707, "E_coh": 0.76529461145401, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.36, 31.84 ], [ -82.32, 31.84 ], [ -82.3, 31.83 ], [ -82.3, 31.79 ], [ -82.33, 31.77 ], [ -82.37, 31.77 ], [ -82.38, 31.8 ], [ -82.36, 31.84 ] ] ] }, "raw_probability": 0.0972, "confidence_lo": 0.0013, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "3cc23ba129ffc8567c65b38c73794a5ea0c206288777982c8b46ec549510e9f3", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0972, "probability": 0.001396, "confidence_lo": 0.001269, "confidence_hi": 0.001396, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "078122b63dd95d11ff9e5b5922094f08ae2344faccd85e2e890d678892af1ced", "signature": { "alg": "ed25519", "sig": "ceea788993027415bee18fff7808b723e7485c606aa1e6f6e585920de0745d10ceba656d05c90646dd9da6ae2ff1317b18072d69b4a65a56ba587a6d9ef65f0b" } }, "receipt_sha256": "078122b63dd95d11ff9e5b5922094f08ae2344faccd85e2e890d678892af1ced" }, { "storm_id": "272108", "lat": 39.0957, "lon": -75.5014, "motion_east": 6.1, "motion_south": 1.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2039.0, "ebshear": 29.0, "srh01": 32.0, "maxllaz": 0.003, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 32.0 }, { "name": "hrrr_pwat", "value": 44.3779 }, { "name": "alignment", "value": 2.1678 }, { "name": "tau", "value": 2.0631 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0951 }, "coherence_score": 2.063093662261963, "coherence_diagnostics": { "tau": 2.063093662261963, "grad_tau": 0.4857783317565918, "torsion": 0.0, "alignment": 2.1677589416503906, "S_field": 0.64385986328125, "Gamma_field": 0.23997803032398224, "S_over_Gamma": 2.682995080947876, "Da": 14.489298820495605, "E_coh": 0.9562726020812988, "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": [ [ [ -75.51, 39.15 ], [ -75.47, 39.14 ], [ -75.47, 39.12 ], [ -75.45, 39.1 ], [ -75.45, 39.09 ], [ -75.46, 39.09 ], [ -75.49, 39.06 ], [ -75.52, 39.06 ], [ -75.53, 39.05 ], [ -75.53, 39.06 ], [ -75.55, 39.07 ], [ -75.55, 39.09 ], [ -75.53, 39.11 ], [ -75.51, 39.15 ] ] ] }, "raw_probability": 0.0951, "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "32f5c2e6154f75fdc1479f0b978c9d9f551215ad69c662b986551d4ff885b0e5", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0951, "probability": 0.001396, "confidence_lo": 0.001154, "confidence_hi": 0.001396, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a2c36e1d9bc0a61e8c95127157812265541a05e5944c4e20a7e4f971ba26e7da", "signature": { "alg": "ed25519", "sig": "30e7e0637064d38f281f7181529ff31b4522d5c884f04693170b39148e121de34788375eabbdb0a7798e417204d75b650173faf0768a51cd252ce1cd53e2b100" } }, "receipt_sha256": "a2c36e1d9bc0a61e8c95127157812265541a05e5944c4e20a7e4f971ba26e7da" }, { "storm_id": "271668", "lat": 39.4714, "lon": -75.4257, "motion_east": 6.9, "motion_south": 3.8, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2150.0, "ebshear": 31.0, "srh01": 44.0, "maxllaz": 0.003, "mesh": 0.09, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 44.0 }, { "name": "hrrr_pwat", "value": 38.5029 }, { "name": "alignment", "value": 1.3459 }, { "name": "tau", "value": 1.6429 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0943 }, "coherence_score": 1.6428556442260742, "coherence_diagnostics": { "tau": 1.6428556442260742, "grad_tau": 0.46474480628967285, "torsion": 0.0, "alignment": 1.3459070920944214, "S_field": 0.07149200141429901, "Gamma_field": 0.28664472699165344, "S_over_Gamma": 0.24940979480743408, "Da": 16.53696632385254, "E_coh": 0.27983951568603516, "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": [ [ [ -75.39, 39.53 ], [ -75.34, 39.53 ], [ -75.33, 39.52 ], [ -75.33, 39.48 ], [ -75.37, 39.44 ], [ -75.41, 39.43 ], [ -75.46, 39.38 ], [ -75.54, 39.38 ], [ -75.54, 39.44 ], [ -75.52, 39.48 ], [ -75.46, 39.48 ], [ -75.45, 39.49 ], [ -75.43, 39.49 ], [ -75.39, 39.53 ] ] ] }, "raw_probability": 0.0943, "confidence_lo": 0.0012, "confidence_hi": 0.0013, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "ceabe5ab605c38c70ecf51e012f22476647a2576266558ab1f933a3f0e3a4394", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0943, "probability": 0.001259, "confidence_lo": 0.001154, "confidence_hi": 0.001259, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "190117931b1e9c4862a7ac73622f5a74848cf3de556c58e3fdd9eb5978e28b28", "signature": { "alg": "ed25519", "sig": "8eff9143cb46e93cc1161e9cc61cbf6b3e72ec41fb65f6214ff89c567f611d9288ee1b2aa813f603509bc63ad5e050c97ff81cde7dbcb389849344bd6484090d" } }, "receipt_sha256": "190117931b1e9c4862a7ac73622f5a74848cf3de556c58e3fdd9eb5978e28b28" }, { "storm_id": "272099", "lat": 47.9764, "lon": -73.8093, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 29.0, "ebshear": 32.0, "srh01": 0.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 41.1279 }, { "name": "alignment", "value": 2.6945 }, { "name": "tau", "value": 1.0182 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0925 }, "coherence_score": 1.0181649923324585, "coherence_diagnostics": { "tau": 1.0181649923324585, "grad_tau": 0.37773412466049194, "torsion": 0.0, "alignment": 2.6944761276245117, "S_field": 0.2921883165836334, "Gamma_field": 0.1624780297279358, "S_over_Gamma": 1.7983250617980957, "Da": 9.767667770385742, "E_coh": 0.3514091372489929, "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, 48.06 ], [ -73.75, 48.0 ], [ -73.76, 47.99 ], [ -73.76, 47.97 ], [ -73.8, 47.93 ], [ -73.82, 47.92 ], [ -73.83, 47.93 ], [ -73.84, 47.92 ], [ -73.88, 47.91 ], [ -73.89, 47.93 ], [ -73.89, 47.97 ], [ -73.82, 48.04 ], [ -73.79, 48.04 ], [ -73.75, 48.06 ] ] ] }, "raw_probability": 0.0925, "confidence_lo": 0.0012, "confidence_hi": 0.0013, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "e65c73c00b41bed6e7d86632c474b5437d67b0e3ff9a7cf8b279bedc52c04d17", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0925, "probability": 0.001259, "confidence_lo": 0.001154, "confidence_hi": 0.001259, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "26d068022a679bde9702e20d6eeda70290f89170e32851deeb5a3e0acb3d4b40", "signature": { "alg": "ed25519", "sig": "ec2d867daeba9f255e5abe5d8189be353734f10fc784362f81a0f784bb9d2af4d5c83bcaffcfb4fd760c134f3ca8086150fd62890d1afcf3af208c7206261001" } }, "receipt_sha256": "26d068022a679bde9702e20d6eeda70290f89170e32851deeb5a3e0acb3d4b40" }, { "storm_id": "272064", "lat": 34.044, "lon": -74.455, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2602.0, "ebshear": 18.0, "srh01": 44.0, "maxllaz": 0.0, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 44.0 }, { "name": "hrrr_pwat", "value": 62.7529 }, { "name": "alignment", "value": -4.7159 }, { "name": "tau", "value": 3.0688 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0916 }, "coherence_score": 3.068795680999756, "coherence_diagnostics": { "tau": 3.068795680999756, "grad_tau": 0.09135350584983826, "torsion": 0.0, "alignment": -4.715900421142578, "S_field": 0.4675106704235077, "Gamma_field": 0.19164468348026276, "S_over_Gamma": 2.4394659996032715, "Da": 10.633611679077148, "E_coh": 0.723402738571167, "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": [ [ [ -74.47, 34.08 ], [ -74.43, 34.08 ], [ -74.42, 34.07 ], [ -74.43, 34.05 ], [ -74.43, 34.01 ], [ -74.44, 34.0 ], [ -74.48, 34.0 ], [ -74.49, 34.01 ], [ -74.49, 34.06 ], [ -74.47, 34.08 ] ] ] }, "raw_probability": 0.0916, "confidence_lo": 0.0012, "confidence_hi": 0.0013, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "817820d0196843f622cde3ea10209ce9c7afe3994c5cc34741a356c1fcc47dc6", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0916, "probability": 0.001259, "confidence_lo": 0.001154, "confidence_hi": 0.001259, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0e0e80205e26ef9ba72401a5d21a73fd7f454daf6413bb82dcca09555ffdb982", "signature": { "alg": "ed25519", "sig": "bde546bc7c624f790e4c8701dfdec3c00923db095ae217b67aa46eda6c7092952bbf293a0795bea62889eb14261c84139d2459af4e9d7e9afbcb9312774b5a05" } }, "receipt_sha256": "0e0e80205e26ef9ba72401a5d21a73fd7f454daf6413bb82dcca09555ffdb982" }, { "storm_id": "272150", "lat": 27.9518, "lon": -81.7173, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2262.0, "ebshear": 7.0, "srh01": 37.0, "maxllaz": 0.002, "mesh": 0.34, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 37.0 }, { "name": "hrrr_pwat", "value": 56.3779 }, { "name": "alignment", "value": -0.8533 }, { "name": "tau", "value": 2.8898 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.089 }, "coherence_score": 2.889793872833252, "coherence_diagnostics": { "tau": 2.889793872833252, "grad_tau": 0.1703581064939499, "torsion": 0.0, "alignment": -0.8532930016517639, "S_field": 1.094240427017212, "Gamma_field": 0.18914468586444855, "S_over_Gamma": 5.785202980041504, "Da": 12.246317863464355, "E_coh": 0.9683351516723633, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.75, 28.0 ], [ -81.69, 28.0 ], [ -81.67, 27.96 ], [ -81.67, 27.93 ], [ -81.68, 27.92 ], [ -81.71, 27.92 ], [ -81.72, 27.91 ], [ -81.73, 27.92 ], [ -81.76, 27.92 ], [ -81.76, 27.99 ], [ -81.75, 28.0 ] ] ] }, "raw_probability": 0.089, "confidence_lo": 0.0012, "confidence_hi": 0.0013, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "3bdab7bd181522d57059592f797a68e049a938cf92d328119e711149eba2be29", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.089, "probability": 0.001259, "confidence_lo": 0.001154, "confidence_hi": 0.001259, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2c9a766448fb114f9a1c4bccbc15e41f5cb03b45be3fbef2a87db0d905b037df", "signature": { "alg": "ed25519", "sig": "94b75a27bb332d7ecacd2aba67639eeb839eba3a7c9abd7a6fc351df15884300160b42aa208040b54b6f0f1d9b82329a9e8405e688c5f394d31c5e635e4f4d0a" } }, "receipt_sha256": "2c9a766448fb114f9a1c4bccbc15e41f5cb03b45be3fbef2a87db0d905b037df" }, { "storm_id": "271962", "lat": 35.5169, "lon": -75.3819, "motion_east": 4.8, "motion_south": -1.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1964.0, "ebshear": 17.0, "srh01": 38.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 38.0 }, { "name": "hrrr_pwat", "value": 56.3779 }, { "name": "alignment", "value": 1.5399 }, { "name": "tau", "value": 3.0151 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0882 }, "coherence_score": 3.0151216983795166, "coherence_diagnostics": { "tau": 3.0151216983795166, "grad_tau": 0.16815443336963654, "torsion": 0.0, "alignment": 1.5398778915405273, "S_field": 0.9463450908660889, "Gamma_field": 0.21081136167049408, "S_over_Gamma": 4.48906135559082, "Da": 12.784773826599121, "E_coh": 0.9483340382575989, "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": [ [ [ -75.31, 35.59 ], [ -75.26, 35.57 ], [ -75.26, 35.51 ], [ -75.35, 35.41 ], [ -75.37, 35.4 ], [ -75.43, 35.43 ], [ -75.45, 35.45 ], [ -75.5, 35.45 ], [ -75.51, 35.49 ], [ -75.48, 35.55 ], [ -75.46, 35.56 ], [ -75.39, 35.56 ], [ -75.37, 35.55 ], [ -75.34, 35.58 ], [ -75.32, 35.58 ], [ -75.31, 35.59 ] ] ] }, "raw_probability": 0.0882, "confidence_lo": 0.0012, "confidence_hi": 0.0013, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "8df9ae053f670df778acc71a84aa20d3f55773249bcf316e9eaec6210927611c", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0882, "probability": 0.001259, "confidence_lo": 0.001154, "confidence_hi": 0.001259, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b367699c984f3869436666868e4b08603cc3a60c844d28d8eded1b3f842005dd", "signature": { "alg": "ed25519", "sig": "0b6cd301aa29182ade4bf005e8dd95493a2e48f8bb16812d55c102cdfe349308992801d9abb83c2344325e6b8dff5eac2877bc737e85563cc4008f2233edbe0b" } }, "receipt_sha256": "b367699c984f3869436666868e4b08603cc3a60c844d28d8eded1b3f842005dd" }, { "storm_id": "272148", "lat": 28.3186, "lon": -80.4543, "motion_east": 7.6, "motion_south": -5.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 4332.0, "ebshear": 9.0, "srh01": 1.0, "maxllaz": 0.004, "mesh": 0.03, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 1.0 }, { "name": "hrrr_pwat", "value": 54.0029 }, { "name": "alignment", "value": -1.5229 }, { "name": "tau", "value": 2.7526 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0857 }, "coherence_score": 2.752551317214966, "coherence_diagnostics": { "tau": 2.752551317214966, "grad_tau": 0.22237206995487213, "torsion": 0.0, "alignment": -1.5229418277740479, "S_field": 0.7713135480880737, "Gamma_field": 0.21747802197933197, "S_over_Gamma": 3.5466275215148926, "Da": 13.923456192016602, "E_coh": 0.9653667211532593, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.48, 28.34 ], [ -80.43, 28.34 ], [ -80.42, 28.33 ], [ -80.42, 28.28 ], [ -80.46, 28.28 ], [ -80.49, 28.32 ], [ -80.48, 28.34 ] ] ] }, "raw_probability": 0.0857, "confidence_lo": 0.001, "confidence_hi": 0.0013, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "d92b951c0a40065022ddc0bd85d87a99edaa25e6e5e9f11bf2cacd0cd57cf292", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0857, "probability": 0.001258, "confidence_lo": 0.001006, "confidence_hi": 0.001259, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4805f1b6dc80654bef29d59f02591a6a960c9d09121b5f473d3eb37641969586", "signature": { "alg": "ed25519", "sig": "343f9e6ff4407c8cea760f2280da8d89ee1150dd0ea228c8597bea20c36ea53e451857ca2077970acf247327b2cc6b8a6d3bbf760d005a4a1583444d82547c03" } }, "receipt_sha256": "4805f1b6dc80654bef29d59f02591a6a960c9d09121b5f473d3eb37641969586" }, { "storm_id": "272103", "lat": 46.02, "lon": -75.5725, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 16.0, "ebshear": 10.0, "srh01": 0.0, "maxllaz": 0.0, "mesh": 0.66, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 33.0029 }, { "name": "alignment", "value": 3.9095 }, { "name": "tau", "value": 1.1027 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0806 }, "coherence_score": 1.1027002334594727, "coherence_diagnostics": { "tau": 1.1027002334594727, "grad_tau": 0.25775206089019775, "torsion": 0.0, "alignment": 3.9095218181610107, "S_field": 0.30393534898757935, "Gamma_field": 0.18414469063282013, "S_over_Gamma": 1.650524616241455, "Da": 10.689299583435059, "E_coh": 0.5160732269287109, "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": [ [ [ -75.58, 46.07 ], [ -75.5, 46.07 ], [ -75.5, 46.02 ], [ -75.49, 46.01 ], [ -75.49, 45.99 ], [ -75.53, 45.98 ], [ -75.59, 45.95 ], [ -75.68, 45.95 ], [ -75.68, 46.03 ], [ -75.64, 46.05 ], [ -75.61, 46.05 ], [ -75.58, 46.07 ] ] ] }, "raw_probability": 0.0806, "confidence_lo": 0.0008, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "3131ceca8c2313229e419aca73a913dd29f3e3855b4a477499e3f5828991daeb", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0806, "probability": 0.001171, "confidence_lo": 0.000807, "confidence_hi": 0.001172, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "71d562f101aa9faa8e16939b89b55327eba75c0be17b6b418198b7934aa7fdb9", "signature": { "alg": "ed25519", "sig": "9b16b297aa581e61ab04dfed0d0643ec52c26e86a4656b5c9c9d2724b3bcbb244c68439551c664e3efcfa4361c60b06ddde29a483b970870dfb247e2e793f60c" } }, "receipt_sha256": "71d562f101aa9faa8e16939b89b55327eba75c0be17b6b418198b7934aa7fdb9" }, { "storm_id": "271780", "lat": 34.9425, "lon": -77.8888, "motion_east": 5.4, "motion_south": -1.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2683.0, "ebshear": 16.0, "srh01": 38.0, "maxllaz": 0.003, "mesh": 0.05, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 38.0 }, { "name": "hrrr_pwat", "value": 43.6279 }, { "name": "alignment", "value": 0.9263 }, { "name": "tau", "value": 2.5002 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0799 }, "coherence_score": 2.500166893005371, "coherence_diagnostics": { "tau": 2.500166893005371, "grad_tau": 0.40276363492012024, "torsion": 0.0, "alignment": 0.9263473749160767, "S_field": 0.5308150053024292, "Gamma_field": 0.22747802734375, "S_over_Gamma": 2.3334782123565674, "Da": 13.86622142791748, "E_coh": 0.8989598751068115, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.86, 35.01 ], [ -77.85, 35.01 ], [ -77.84, 35.01 ], [ -77.83, 35.01 ], [ -77.82, 35.01 ], [ -77.81, 35.0 ], [ -77.8, 35.0 ], [ -77.8, 34.99 ], [ -77.79, 34.98 ], [ -77.78, 34.97 ], [ -77.78, 34.96 ], [ -77.78, 34.95 ], [ -77.78, 34.94 ], [ -77.78, 34.93 ], [ -77.78, 34.92 ], [ -77.79, 34.91 ], [ -77.8, 34.9 ], [ -77.81, 34.89 ], [ -77.82, 34.89 ], [ -77.83, 34.89 ], [ -77.84, 34.89 ], [ -77.85, 34.89 ], [ -77.86, 34.89 ], [ -77.87, 34.89 ], [ -77.88, 34.89 ], [ -77.89, 34.9 ], [ -77.9, 34.9 ], [ -77.91, 34.91 ], [ -77.92, 34.91 ], [ -77.93, 34.92 ], [ -77.94, 34.92 ], [ -77.95, 34.92 ], [ -77.96, 34.91 ], [ -77.97, 34.9 ], [ -77.98, 34.89 ], [ -77.99, 34.89 ], [ -78.0, 34.9 ], [ -78.0, 34.91 ], [ -78.0, 34.92 ], [ -77.99, 34.92 ], [ -77.98, 34.92 ], [ -77.97, 34.92 ], [ -77.96, 34.92 ], [ -77.95, 34.92 ], [ -77.94, 34.93 ], [ -77.95, 34.94 ], [ -77.96, 34.95 ], [ -77.96, 34.96 ], [ -77.96, 34.97 ], [ -77.95, 34.97 ], [ -77.94, 34.98 ], [ -77.93, 34.99 ], [ -77.92, 34.99 ], [ -77.91, 35.0 ], [ -77.9, 35.0 ], [ -77.89, 35.0 ], [ -77.88, 35.0 ], [ -77.87, 35.0 ], [ -77.86, 35.01 ] ] ] }, "raw_probability": 0.0799, "confidence_lo": 0.0008, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "b232a4a7bcaa590fd9c8fb8e7e865f9c79219b0648340de6f6a337a07f951669", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0799, "probability": 0.001171, "confidence_lo": 0.000807, "confidence_hi": 0.001172, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9e0823326ea24f1a4a258a2d6ed5ae083ef4c9ba4835db581030068c55d836a7", "signature": { "alg": "ed25519", "sig": "26356634c6b25c193f77e55e5262f7f1286e406e52110d444b053b1b62adc0f3e479a9cf016c5393c28724fabf0f9f28180a1fd006dab7e8a2e28c19ee61230d" } }, "receipt_sha256": "9e0823326ea24f1a4a258a2d6ed5ae083ef4c9ba4835db581030068c55d836a7" }, { "storm_id": "269728", "lat": 32.7382, "lon": -80.4573, "motion_east": 2.9, "motion_south": -5.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2390.0, "ebshear": 16.0, "srh01": 43.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 43.0 }, { "name": "hrrr_pwat", "value": 39.6279 }, { "name": "alignment", "value": 2.0932 }, { "name": "tau", "value": 2.0308 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0794 }, "coherence_score": 2.030754566192627, "coherence_diagnostics": { "tau": 2.030754566192627, "grad_tau": 0.37801873683929443, "torsion": 0.0, "alignment": 2.093170404434204, "S_field": 0.4304553270339966, "Gamma_field": 0.2599780559539795, "S_over_Gamma": 1.6557371616363525, "Da": 15.223003387451172, "E_coh": 0.9135063886642456, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 7, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.44, 32.78 ], [ -80.42, 32.78 ], [ -80.41, 32.77 ], [ -80.41, 32.73 ], [ -80.42, 32.72 ], [ -80.45, 32.72 ], [ -80.49, 32.69 ], [ -80.52, 32.69 ], [ -80.52, 32.73 ], [ -80.51, 32.73 ], [ -80.44, 32.78 ] ] ] }, "raw_probability": 0.0794, "confidence_lo": 0.0008, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "e904973df52b83a9d144b242d68756ce38f1d07076dd160d60a790a7fa2860fc", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0794, "probability": 0.001171, "confidence_lo": 0.000807, "confidence_hi": 0.001172, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7096ff60defb74054907da517db6bb6d9d6d63d12b4145fc6932419bf969f2fc", "signature": { "alg": "ed25519", "sig": "f9232c376b900f9237bd141a3ef985b6c239ba626c255f9429ef62402cb1fed2e197bda86ce19da07f13331d9ea27339d847aec64e63e123353093e3607a4b0d" } }, "receipt_sha256": "7096ff60defb74054907da517db6bb6d9d6d63d12b4145fc6932419bf969f2fc" }, { "storm_id": "271317", "lat": 50.5763, "lon": -87.3256, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.001, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 473.0, "ebshear": 26.0, "srh01": 58.0, "maxllaz": 0.0, "mesh": 0.46, "flash_rate": 6.0, "top_features": [ { "name": "srh01", "value": 58.0 }, { "name": "hrrr_pwat", "value": 32.7529 }, { "name": "alignment", "value": -4.7059 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0786 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.23720476031303406, "torsion": 0.0, "alignment": -4.705864906311035, "S_field": 0.1734912097454071, "Gamma_field": 0.3774780333042145, "S_over_Gamma": 0.4596061110496521, "Da": 24.695444107055664, "E_coh": 0.485580176115036, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -87.4, 50.63 ], [ -87.37, 50.63 ], [ -87.36, 50.62 ], [ -87.34, 50.62 ], [ -87.3, 50.6 ], [ -87.2, 50.59 ], [ -87.19, 50.57 ], [ -87.19, 50.54 ], [ -87.21, 50.52 ], [ -87.28, 50.48 ], [ -87.32, 50.48 ], [ -87.4, 50.56 ], [ -87.41, 50.56 ], [ -87.42, 50.58 ], [ -87.42, 50.61 ], [ -87.4, 50.63 ] ] ] }, "raw_probability": 0.0786, "confidence_lo": 0.0008, "confidence_hi": 0.001, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "de77acc8c145d71bdc59f6fe4c34c6e67af3e5c232ccc3d3f22cb72a373fa842", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0786, "probability": 0.000989, "confidence_lo": 0.000807, "confidence_hi": 0.000989, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "628e3ea9223c839904973ef408adf0ef1557070a087ff1535c8c5816b43abd2b", "signature": { "alg": "ed25519", "sig": "6d081d71a8b5cf6483addcb2edef672c303daa97df62332f52e9eb5aff298449e5fd158d1ad1b35c922441929bd5cceb627b3ba7c5d45f796783ef4441f04308" } }, "receipt_sha256": "628e3ea9223c839904973ef408adf0ef1557070a087ff1535c8c5816b43abd2b" }, { "storm_id": "271924", "lat": 33.3873, "lon": -76.6591, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.001, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2094.0, "ebshear": 17.0, "srh01": 39.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 39.0 }, { "name": "hrrr_pwat", "value": 60.5029 }, { "name": "alignment", "value": 2.9531 }, { "name": "tau", "value": 2.9634 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0783 }, "coherence_score": 2.96343994140625, "coherence_diagnostics": { "tau": 2.96343994140625, "grad_tau": 0.18188484013080597, "torsion": 0.0, "alignment": 2.9531450271606445, "S_field": 0.8791236281394958, "Gamma_field": 0.20081135630607605, "S_over_Gamma": 4.3778581619262695, "Da": 12.344877243041992, "E_coh": 0.9295750856399536, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.66, 33.45 ], [ -76.62, 33.45 ], [ -76.61, 33.44 ], [ -76.61, 33.4 ], [ -76.64, 33.34 ], [ -76.66, 33.32 ], [ -76.7, 33.32 ], [ -76.71, 33.33 ], [ -76.69, 33.36 ], [ -76.69, 33.4 ], [ -76.66, 33.45 ] ] ] }, "raw_probability": 0.0783, "confidence_lo": 0.0008, "confidence_hi": 0.001, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "2fe1d232f0296e11401507d1bc15adb4b8292a0a759fecaeb7191569cb7f3f17", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0783, "probability": 0.000989, "confidence_lo": 0.000807, "confidence_hi": 0.000989, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "bd0bedae25ed1cdaf3c759492918c1c0a9711727c1f9e31297473348fa71e8bf", "signature": { "alg": "ed25519", "sig": "2dd5ae2fe67a285c3e47c621276f863a08eed6e0d4f8297daf7290c5183187931dd9c411ea53311c847d6438374b3515ae3610a807be00526252050bbc8eac03" } }, "receipt_sha256": "bd0bedae25ed1cdaf3c759492918c1c0a9711727c1f9e31297473348fa71e8bf" }, { "storm_id": "271399", "lat": 33.0626, "lon": -80.7468, "motion_east": 2.7, "motion_south": -6.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.001, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2433.0, "ebshear": 21.0, "srh01": 40.0, "maxllaz": 0.004, "mesh": 0.19, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 40.0 }, { "name": "hrrr_pwat", "value": 40.7529 }, { "name": "alignment", "value": 1.0032 }, { "name": "tau", "value": 1.8842 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0781 }, "coherence_score": 1.8842401504516602, "coherence_diagnostics": { "tau": 1.8842401504516602, "grad_tau": 0.35384467244148254, "torsion": 0.0, "alignment": 1.003217101097107, "S_field": 0.5380160808563232, "Gamma_field": 0.23997803032398224, "S_over_Gamma": 2.241938829421997, "Da": 14.58949089050293, "E_coh": 0.9049413204193115, "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": [ [ [ -80.56, 33.18 ], [ -80.52, 33.17 ], [ -80.52, 33.13 ], [ -80.54, 33.1 ], [ -80.54, 33.07 ], [ -80.59, 33.07 ], [ -80.61, 33.08 ], [ -80.63, 33.06 ], [ -80.67, 33.04 ], [ -80.71, 33.0 ], [ -80.75, 33.0 ], [ -80.76, 32.99 ], [ -80.83, 32.99 ], [ -80.85, 33.0 ], [ -80.86, 32.99 ], [ -80.88, 32.99 ], [ -80.92, 32.97 ], [ -80.95, 32.99 ], [ -80.95, 33.03 ], [ -80.92, 33.06 ], [ -80.91, 33.05 ], [ -80.9, 33.06 ], [ -80.87, 33.06 ], [ -80.86, 33.07 ], [ -80.84, 33.07 ], [ -80.83, 33.06 ], [ -80.82, 33.07 ], [ -80.77, 33.07 ], [ -80.76, 33.08 ], [ -80.73, 33.08 ], [ -80.71, 33.1 ], [ -80.65, 33.12 ], [ -80.62, 33.15 ], [ -80.56, 33.18 ] ] ] }, "raw_probability": 0.0781, "confidence_lo": 0.0008, "confidence_hi": 0.001, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "33f29034f047c1433e746d91c3e1a6af85e40d597187f833c364432b2247fe8a", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0781, "probability": 0.000989, "confidence_lo": 0.000807, "confidence_hi": 0.000989, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7570e90d1b6f03da777795bb4223846497e46e828b4b1893d8205defe89a8bbc", "signature": { "alg": "ed25519", "sig": "586224e8c100147a8f26f3aca4e4b5983a88f006103676d859eb0d51fd2cdb5351752438c3023d994f08fa05a6e86954273e6801b0a049ae503d80a393899d0a" } }, "receipt_sha256": "7570e90d1b6f03da777795bb4223846497e46e828b4b1893d8205defe89a8bbc" }, { "storm_id": "272076", "lat": 38.9748, "lon": -75.8188, "motion_east": 7.5, "motion_south": 1.3, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.001, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1956.0, "ebshear": 32.0, "srh01": 28.0, "maxllaz": 0.004, "mesh": 0.08, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 28.0 }, { "name": "hrrr_pwat", "value": 44.3779 }, { "name": "alignment", "value": 2.1678 }, { "name": "tau", "value": 2.0631 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0776 }, "coherence_score": 2.063093662261963, "coherence_diagnostics": { "tau": 2.063093662261963, "grad_tau": 0.4857783317565918, "torsion": 0.0, "alignment": 2.1677589416503906, "S_field": 0.64385986328125, "Gamma_field": 0.23997803032398224, "S_over_Gamma": 2.682995080947876, "Da": 14.489298820495605, "E_coh": 0.9562726020812988, "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": [ [ [ -75.78, 39.04 ], [ -75.75, 39.04 ], [ -75.74, 39.03 ], [ -75.72, 39.04 ], [ -75.66, 39.04 ], [ -75.66, 39.02 ], [ -75.67, 39.01 ], [ -75.65, 38.99 ], [ -75.71, 38.96 ], [ -75.74, 38.93 ], [ -75.74, 38.92 ], [ -75.86, 38.93 ], [ -75.95, 38.85 ], [ -76.03, 38.82 ], [ -76.04, 38.87 ], [ -75.99, 38.93 ], [ -75.97, 38.93 ], [ -75.94, 38.95 ], [ -75.9, 38.95 ], [ -75.86, 39.0 ], [ -75.86, 39.01 ], [ -75.85, 39.01 ], [ -75.83, 39.03 ], [ -75.79, 39.03 ], [ -75.78, 39.04 ] ] ] }, "raw_probability": 0.0776, "confidence_lo": 0.0008, "confidence_hi": 0.001, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "c7e07155025305c88ca81ccaab63d30a8b38d18be02aae988d593eed6b9e77bb", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0776, "probability": 0.000989, "confidence_lo": 0.000807, "confidence_hi": 0.000989, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "72a4f1d477f1cdd8247acd9d9dea4726bcd71d0026bd860e78601742d6015a93", "signature": { "alg": "ed25519", "sig": "7334f499e1841a7be2a3ba88ac4e7bb7a751def2178911dcb52bdaadc3f9bb22bfc876baaeb92357effd6aaa1bbee3a04eae01e7b56968e3645912d2f9ad1f0d" } }, "receipt_sha256": "72a4f1d477f1cdd8247acd9d9dea4726bcd71d0026bd860e78601742d6015a93" }, { "storm_id": "271594", "lat": 33.0584, "lon": -81.4528, "motion_east": 3.7, "motion_south": -5.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.001, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2552.0, "ebshear": 25.0, "srh01": 44.0, "maxllaz": 0.005, "mesh": 0.28, "flash_rate": 9.0, "top_features": [ { "name": "srh01", "value": 44.0 }, { "name": "hrrr_pwat", "value": 38.8779 }, { "name": "alignment", "value": 0.1874 }, { "name": "tau", "value": 1.591 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0773 }, "coherence_score": 1.5909771919250488, "coherence_diagnostics": { "tau": 1.5909771919250488, "grad_tau": 0.2718076705932617, "torsion": 0.0, "alignment": 0.18741323053836823, "S_field": 0.28342205286026, "Gamma_field": 0.2524780333042145, "S_over_Gamma": 1.1225612163543701, "Da": 14.797033309936523, "E_coh": 0.9052968621253967, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.53, 33.22 ], [ -81.51, 33.2 ], [ -81.52, 33.15 ], [ -81.48, 33.11 ], [ -81.42, 33.11 ], [ -81.37, 33.05 ], [ -81.31, 33.05 ], [ -81.27, 33.02 ], [ -81.26, 33.0 ], [ -81.26, 32.96 ], [ -81.29, 32.93 ], [ -81.31, 32.94 ], [ -81.35, 32.94 ], [ -81.39, 32.96 ], [ -81.45, 32.96 ], [ -81.48, 32.94 ], [ -81.55, 32.94 ], [ -81.57, 32.96 ], [ -81.58, 33.04 ], [ -81.6, 33.08 ], [ -81.6, 33.13 ], [ -81.59, 33.15 ], [ -81.55, 33.19 ], [ -81.55, 33.21 ], [ -81.53, 33.22 ] ] ] }, "raw_probability": 0.0773, "confidence_lo": 0.0008, "confidence_hi": 0.001, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "89408c1b864e5fc66c3ee9b40a14507a9f8266eb092b64014a971aec253e97c1", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0773, "probability": 0.000989, "confidence_lo": 0.000807, "confidence_hi": 0.000989, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "001a643e7d3e18757f1f4115aaec6d1c1a67d9e8b7d31da16f3e6d867ad27d39", "signature": { "alg": "ed25519", "sig": "575a678b0b472e2106073250a60f16dcc58dde7aed016d52a32de39bd74feddbc37af28fc739c266172fc6a8875c11621551848fd1b66c694aad4a8f3b6f1d0d" } }, "receipt_sha256": "001a643e7d3e18757f1f4115aaec6d1c1a67d9e8b7d31da16f3e6d867ad27d39" }, { "storm_id": "272120", "lat": 31.0982, "lon": -82.6682, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.001, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2057.0, "ebshear": 17.0, "srh01": 65.0, "maxllaz": 0.003, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 65.0 }, { "name": "hrrr_pwat", "value": 31.2529 }, { "name": "alignment", "value": 5.5931 }, { "name": "tau", "value": 1.6994 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0772 }, "coherence_score": 1.6994001865386963, "coherence_diagnostics": { "tau": 1.6994001865386963, "grad_tau": 0.3135141134262085, "torsion": 0.0, "alignment": 5.593071460723877, "S_field": 0.08029288798570633, "Gamma_field": 0.30997803807258606, "S_over_Gamma": 0.2590276598930359, "Da": 18.20667839050293, "E_coh": 0.08930663019418716, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.68, 31.14 ], [ -82.65, 31.14 ], [ -82.65, 31.13 ], [ -82.63, 31.11 ], [ -82.63, 31.08 ], [ -82.64, 31.06 ], [ -82.66, 31.05 ], [ -82.69, 31.05 ], [ -82.72, 31.07 ], [ -82.72, 31.11 ], [ -82.68, 31.14 ] ] ] }, "raw_probability": 0.0772, "confidence_lo": 0.0008, "confidence_hi": 0.001, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "d63ac74ca466d7a1f9ca41beb5028024e0a23a5533e60c9b9dc195717d099940", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0772, "probability": 0.000989, "confidence_lo": 0.000807, "confidence_hi": 0.000989, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "48b1413de64f3aa3c9eb62a4d61299ffa55d83f32f74cf053b1f86e25c8770b9", "signature": { "alg": "ed25519", "sig": "0d37259cb7a1ec93aad6cf42f397395a951aea1f628b8df12115f15677518af56e3991351f9019b8c90f6615b7661b06e607543af00426afe7b04f601660e503" } }, "receipt_sha256": "48b1413de64f3aa3c9eb62a4d61299ffa55d83f32f74cf053b1f86e25c8770b9" }, { "storm_id": "272046", "lat": 33.0991, "lon": -80.3645, "motion_east": 2.8, "motion_south": -5.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.001, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1968.0, "ebshear": 21.0, "srh01": 42.0, "maxllaz": 0.003, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 42.0 }, { "name": "hrrr_pwat", "value": 40.7529 }, { "name": "alignment", "value": 1.0032 }, { "name": "tau", "value": 1.8842 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.077 }, "coherence_score": 1.8842401504516602, "coherence_diagnostics": { "tau": 1.8842401504516602, "grad_tau": 0.35384467244148254, "torsion": 0.0, "alignment": 1.003217101097107, "S_field": 0.5380160808563232, "Gamma_field": 0.23997803032398224, "S_over_Gamma": 2.241938829421997, "Da": 14.58949089050293, "E_coh": 0.9049413204193115, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.35, 33.16 ], [ -80.3, 33.16 ], [ -80.31, 33.08 ], [ -80.34, 33.06 ], [ -80.37, 33.06 ], [ -80.38, 33.05 ], [ -80.39, 33.06 ], [ -80.41, 33.06 ], [ -80.41, 33.12 ], [ -80.4, 33.12 ], [ -80.35, 33.16 ] ] ] }, "raw_probability": 0.077, "confidence_lo": 0.0008, "confidence_hi": 0.001, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "a951d32802eeb22f18fff30fe5dac1fc9d1eff59f433ab102da41013818b6a37", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.077, "probability": 0.000989, "confidence_lo": 0.000807, "confidence_hi": 0.000989, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b3caf6ddbc6c33c522afc807ff4d2398a207131d356c14ebbc784c8ab0a5ff0d", "signature": { "alg": "ed25519", "sig": "5567bad1b872547a58de57ab2affc813eb8c2ae4262359c8004e5b725cdff57c9c970b74f07cce388942a057f9c1566503c4619e1c5f6e5ec0c59ab8e5e3da09" } }, "receipt_sha256": "b3caf6ddbc6c33c522afc807ff4d2398a207131d356c14ebbc784c8ab0a5ff0d" }, { "storm_id": "271787", "lat": 31.995, "lon": -83.4575, "motion_east": 6.6, "motion_south": 0.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.001, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1583.0, "ebshear": 23.0, "srh01": 36.0, "maxllaz": 0.002, "mesh": 0.11, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 36.0 }, { "name": "hrrr_pwat", "value": 41.2529 }, { "name": "alignment", "value": 2.0396 }, { "name": "tau", "value": 1.3809 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0769 }, "coherence_score": 1.3809130191802979, "coherence_diagnostics": { "tau": 1.3809130191802979, "grad_tau": 0.2457420825958252, "torsion": 0.0, "alignment": 2.0395665168762207, "S_field": 0.2734456956386566, "Gamma_field": 0.2599780261516571, "S_over_Gamma": 1.0518031120300293, "Da": 16.55634880065918, "E_coh": 0.8590198755264282, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -83.48, 32.1 ], [ -83.43, 32.1 ], [ -83.4, 32.06 ], [ -83.41, 32.02 ], [ -83.43, 32.01 ], [ -83.4, 31.99 ], [ -83.4, 31.96 ], [ -83.37, 31.92 ], [ -83.39, 31.9 ], [ -83.48, 31.9 ], [ -83.5, 31.91 ], [ -83.51, 31.89 ], [ -83.51, 31.93 ], [ -83.49, 31.94 ], [ -83.48, 31.98 ], [ -83.47, 31.99 ], [ -83.51, 32.04 ], [ -83.51, 32.08 ], [ -83.5, 32.08 ], [ -83.48, 32.1 ] ] ] }, "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "6becc143266533f46ff2c59e26c2f33ac2689a7391ac01972be18a5166d6bd8c", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0769, "probability": 0.000989, "confidence_lo": 0.000807, "confidence_hi": 0.000989, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "878f2775f6361e910c62c3c80310d277d283ecd8927f5b2b54abce53e054b6f3", "signature": { "alg": "ed25519", "sig": "21741a081b328e412ecd2ff9071b3783d3cde8a26d1bdb2142f5b0bf70092e8245ec4b1a7868871db0b6911a8bde4c6d1c5eaf3a96e618c06bf00c0186392100" } }, "receipt_sha256": "878f2775f6361e910c62c3c80310d277d283ecd8927f5b2b54abce53e054b6f3" }, { "storm_id": "271492", "lat": 49.794, "lon": -86.258, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.001, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 14.0, "ebshear": 13.0, "srh01": 64.0, "maxllaz": 0.001, "mesh": 0.34, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 64.0 }, { "name": "hrrr_pwat", "value": 27.7529 }, { "name": "alignment", "value": -4.2059 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0765 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.25450965762138367, "torsion": 0.0, "alignment": -4.205864906311035, "S_field": 0.18908938765525818, "Gamma_field": 0.4174780547618866, "S_over_Gamma": 0.4529325067996979, "Da": 28.060619354248047, "E_coh": 0.3647315204143524, "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": [ [ [ -86.29, 49.84 ], [ -86.23, 49.84 ], [ -86.19, 49.8 ], [ -86.19, 49.77 ], [ -86.23, 49.74 ], [ -86.25, 49.74 ], [ -86.29, 49.76 ], [ -86.31, 49.79 ], [ -86.31, 49.82 ], [ -86.29, 49.84 ] ] ] }, "raw_probability": 0.0765, "confidence_lo": 0.0008, "confidence_hi": 0.001, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "5d296272d9e75ce6a46b224864fb6f05a97d8aefccbf6d2fa0e01ab898a7c5e0", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0765, "probability": 0.000989, "confidence_lo": 0.000807, "confidence_hi": 0.000989, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "44e09b6f8a513c4c087c866e28818852c7244a08c6df15da73b9bf643d7879cc", "signature": { "alg": "ed25519", "sig": "1bf0f7814204a0b39979ac1a6659d3c4719f1ecec95b2526554e6efd9d17860f5a1be88ffed95779656fdf6f08e7795ed2086da556f8408e3ef789290639d702" } }, "receipt_sha256": "44e09b6f8a513c4c087c866e28818852c7244a08c6df15da73b9bf643d7879cc" }, { "storm_id": "272083", "lat": 31.3691, "lon": -82.5473, "motion_east": 6.3, "motion_south": -1.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.001, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2104.0, "ebshear": 16.0, "srh01": 51.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 51.0 }, { "name": "hrrr_pwat", "value": 31.2529 }, { "name": "alignment", "value": 5.5931 }, { "name": "tau", "value": 1.6994 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0759 }, "coherence_score": 1.6994001865386963, "coherence_diagnostics": { "tau": 1.6994001865386963, "grad_tau": 0.3135141134262085, "torsion": 0.0, "alignment": 5.593071460723877, "S_field": 0.08029288798570633, "Gamma_field": 0.30997803807258606, "S_over_Gamma": 0.2590276598930359, "Da": 18.20667839050293, "E_coh": 0.08930663019418716, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.56, 31.43 ], [ -82.52, 31.42 ], [ -82.5, 31.39 ], [ -82.5, 31.36 ], [ -82.51, 31.34 ], [ -82.55, 31.31 ], [ -82.57, 31.31 ], [ -82.57, 31.33 ], [ -82.59, 31.35 ], [ -82.59, 31.39 ], [ -82.56, 31.43 ] ] ] }, "raw_probability": 0.0759, "confidence_lo": 0.0008, "confidence_hi": 0.001, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "4ebb2cd8ed2442f3b8706c2b75d8331dd6dfcdaef1ba5ce7598b3bb30eff9b5c", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0759, "probability": 0.000989, "confidence_lo": 0.000767, "confidence_hi": 0.000989, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9d1f6a33faefa0373a96d70bbea9e28d647077ee02f6d12916597df88e637b9d", "signature": { "alg": "ed25519", "sig": "622793f5d424f39b05c939d717e45ea90a402fb58905a25c7cfe311ce05281b40dcc03a96a58856675d89ec779096a271379cf4969afb789f33f1bc5ed19eb05" } }, "receipt_sha256": "9d1f6a33faefa0373a96d70bbea9e28d647077ee02f6d12916597df88e637b9d" }, { "storm_id": "271818", "lat": 34.3256, "lon": -75.85, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.001, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1905.0, "ebshear": 13.0, "srh01": 40.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 40.0 }, { "name": "hrrr_pwat", "value": 55.0029 }, { "name": "alignment", "value": 6.9338 }, { "name": "tau", "value": 3.0601 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0752 }, "coherence_score": 3.0601389408111572, "coherence_diagnostics": { "tau": 3.0601389408111572, "grad_tau": 0.06015114113688469, "torsion": 0.0, "alignment": 6.933757781982422, "S_field": 0.745259165763855, "Gamma_field": 0.2016446888446808, "S_over_Gamma": 3.6959028244018555, "Da": 12.977478981018066, "E_coh": 0.8335307836532593, "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": [ [ [ -75.86, 34.36 ], [ -75.82, 34.36 ], [ -75.81, 34.35 ], [ -75.81, 34.3 ], [ -75.84, 34.28 ], [ -75.87, 34.28 ], [ -75.89, 34.3 ], [ -75.89, 34.34 ], [ -75.86, 34.36 ] ] ] }, "raw_probability": 0.0752, "confidence_lo": 0.0008, "confidence_hi": 0.001, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "5031086cc975bcef9d16dad9b45b0d3a0648d57b5a5c97d1f600d1ba107f7305", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0752, "probability": 0.000989, "confidence_lo": 0.000767, "confidence_hi": 0.000989, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8da0af581d39be41732cf432efaf3d439a366bc38a299b0633b8b72d40cf2029", "signature": { "alg": "ed25519", "sig": "e7c97d60973e97211930e5b7bd871c0b5f97f226a5111d1b0d9e405f7098e661071ea13ff64de737b36965fbef5ceeab3f6acd6d2b920565d61f83b000b2b40b" } }, "receipt_sha256": "8da0af581d39be41732cf432efaf3d439a366bc38a299b0633b8b72d40cf2029" }, { "storm_id": "270600", "lat": 28.37, "lon": -80.6133, "motion_east": 7.0, "motion_south": -4.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3740.0, "ebshear": 12.0, "srh01": 0.0, "maxllaz": 0.005, "mesh": 0.2, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 54.0029 }, { "name": "alignment", "value": -1.5229 }, { "name": "tau", "value": 2.7526 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0742 }, "coherence_score": 2.752551317214966, "coherence_diagnostics": { "tau": 2.752551317214966, "grad_tau": 0.22237206995487213, "torsion": 0.0, "alignment": -1.5229418277740479, "S_field": 0.7713135480880737, "Gamma_field": 0.21747802197933197, "S_over_Gamma": 3.5466275215148926, "Da": 13.923456192016602, "E_coh": 0.9653667211532593, "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": [ [ [ -80.63, 28.42 ], [ -80.58, 28.42 ], [ -80.55, 28.38 ], [ -80.55, 28.35 ], [ -80.6, 28.31 ], [ -80.64, 28.31 ], [ -80.67, 28.33 ], [ -80.67, 28.39 ], [ -80.63, 28.42 ] ] ] }, "raw_probability": 0.0742, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "f1671f7cd3cac5fc647a93175f906e53e487884cc45be582a492ce04475cfc33", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0742, "probability": 0.000817, "confidence_lo": 0.000767, "confidence_hi": 0.000817, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6c8a4a30a4a7b85126a0ee8ca05c0913b36017399756afed3763e7435837d48a", "signature": { "alg": "ed25519", "sig": "91d0248506a00177434125a70d165ca5344fdd2f17e9e79495a436be765a415533d4c38d7fb4dae1dcc39a280a8264a497d27f7d3e4b888005820bd95d5f5d0a" } }, "receipt_sha256": "6c8a4a30a4a7b85126a0ee8ca05c0913b36017399756afed3763e7435837d48a" }, { "storm_id": "271590", "lat": 33.372, "lon": -80.269, "motion_east": 2.7, "motion_south": -4.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1911.0, "ebshear": 22.0, "srh01": 48.0, "maxllaz": 0.004, "mesh": 0.14, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 48.0 }, { "name": "hrrr_pwat", "value": 40.7529 }, { "name": "alignment", "value": 1.0032 }, { "name": "tau", "value": 1.8842 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0733 }, "coherence_score": 1.8842401504516602, "coherence_diagnostics": { "tau": 1.8842401504516602, "grad_tau": 0.35384467244148254, "torsion": 0.0, "alignment": 1.003217101097107, "S_field": 0.5380160808563232, "Gamma_field": 0.23997803032398224, "S_over_Gamma": 2.241938829421997, "Da": 14.58949089050293, "E_coh": 0.9049413204193115, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.27, 33.42 ], [ -80.25, 33.42 ], [ -80.22, 33.4 ], [ -80.22, 33.36 ], [ -80.26, 33.31 ], [ -80.28, 33.31 ], [ -80.32, 33.33 ], [ -80.3, 33.35 ], [ -80.3, 33.4 ], [ -80.27, 33.42 ] ] ] }, "raw_probability": 0.0733, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "920231840e68c3e39a990b26bca9c0f71e23e71f2e9faa6af6c02936ac5c5c2a", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0733, "probability": 0.000817, "confidence_lo": 0.000767, "confidence_hi": 0.000817, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b213f774b1ee2ceb346fc7df16ea2c6ba3ce73b77f6b89178a87df6c7dcbad1d", "signature": { "alg": "ed25519", "sig": "84727cc0889c653bedad1b673857f57c322252b00fe9815f0347240c43a4aa5150c6b2b7d4218b299787ffe8f5c81e42655616ae273e3acd36843cdabde2e300" } }, "receipt_sha256": "b213f774b1ee2ceb346fc7df16ea2c6ba3ce73b77f6b89178a87df6c7dcbad1d" }, { "storm_id": "272091", "lat": 49.4156, "lon": -95.6144, "motion_east": 7.1, "motion_south": -5.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 29.0, "ebshear": 14.0, "srh01": 29.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 29.0 }, { "name": "hrrr_pwat", "value": 21.3779 }, { "name": "alignment", "value": 1.7941 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0726 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.3879637122154236, "torsion": 0.0, "alignment": 1.7941350936889648, "S_field": 0.24640394747257233, "Gamma_field": 0.2716447114944458, "S_over_Gamma": 0.9070817232131958, "Da": 14.191697120666504, "E_coh": 0.4463323950767517, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -95.62, 49.46 ], [ -95.59, 49.46 ], [ -95.57, 49.44 ], [ -95.56, 49.4 ], [ -95.59, 49.36 ], [ -95.64, 49.35 ], [ -95.67, 49.39 ], [ -95.67, 49.42 ], [ -95.62, 49.46 ] ] ] }, "raw_probability": 0.0726, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "17fb14e9104cdcfb587228ef5c17cf58edd4851038cddc3e6c0c198fa27cc316", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0726, "probability": 0.000793, "confidence_lo": 0.000767, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "98d3ab7d4b38ad4d469228c8dd90de0d2c3cfc00257100e7789481733347f6b3", "signature": { "alg": "ed25519", "sig": "4b5e88a84f130450cdadcfcc890c4ced5e10113799cff0e3b16cb4985a15532f48bfcae9fc38ab981960f9429459bda04f8848a84d4ccf982c7454e99b174300" } }, "receipt_sha256": "98d3ab7d4b38ad4d469228c8dd90de0d2c3cfc00257100e7789481733347f6b3" }, { "storm_id": "272114", "lat": 33.2996, "lon": -79.9289, "motion_east": 2.0, "motion_south": -5.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1894.0, "ebshear": 21.0, "srh01": 40.0, "maxllaz": 0.004, "mesh": 0.14, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 40.0 }, { "name": "hrrr_pwat", "value": 40.7529 }, { "name": "alignment", "value": 1.0032 }, { "name": "tau", "value": 1.8842 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.072 }, "coherence_score": 1.8842401504516602, "coherence_diagnostics": { "tau": 1.8842401504516602, "grad_tau": 0.35384467244148254, "torsion": 0.0, "alignment": 1.003217101097107, "S_field": 0.5380160808563232, "Gamma_field": 0.23997803032398224, "S_over_Gamma": 2.241938829421997, "Da": 14.58949089050293, "E_coh": 0.9049413204193115, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -79.83, 33.43 ], [ -79.78, 33.43 ], [ -79.77, 33.41 ], [ -79.77, 33.38 ], [ -79.78, 33.36 ], [ -79.79, 33.36 ], [ -79.83, 33.32 ], [ -79.89, 33.29 ], [ -79.93, 33.28 ], [ -79.94, 33.26 ], [ -79.96, 33.25 ], [ -79.97, 33.19 ], [ -80.0, 33.16 ], [ -80.02, 33.15 ], [ -80.07, 33.15 ], [ -80.09, 33.17 ], [ -80.09, 33.22 ], [ -80.08, 33.24 ], [ -80.05, 33.27 ], [ -80.02, 33.28 ], [ -80.0, 33.3 ], [ -79.97, 33.31 ], [ -79.95, 33.33 ], [ -79.91, 33.35 ], [ -79.88, 33.38 ], [ -79.88, 33.39 ], [ -79.83, 33.43 ] ] ] }, "raw_probability": 0.072, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "021bfc47589024bfb9a207943a1970ea129e7d843da0618135ffa93b456e7725", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.072, "probability": 0.000793, "confidence_lo": 0.000767, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "03667f42a0a5f0b7efb46344e3cac0585c50bc8d8205bdba222a0938bbce98cb", "signature": { "alg": "ed25519", "sig": "856f4432851f5a83b337629adb9128770c73eeaf6d99ad4659789adcb8a0b581f18c05bd512063654249ea47787a260f9ed2a842b7d718b961b03698185e180c" } }, "receipt_sha256": "03667f42a0a5f0b7efb46344e3cac0585c50bc8d8205bdba222a0938bbce98cb" }, { "storm_id": "271971", "lat": 30.8773, "lon": -83.358, "motion_east": 4.6, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2404.0, "ebshear": 14.0, "srh01": 58.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 58.0 }, { "name": "hrrr_pwat", "value": 37.2529 }, { "name": "alignment", "value": 3.0564 }, { "name": "tau", "value": 1.5516 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.071 }, "coherence_score": 1.5516326427459717, "coherence_diagnostics": { "tau": 1.5516326427459717, "grad_tau": 0.2905169427394867, "torsion": 0.0, "alignment": 3.056396245956421, "S_field": 0.32358384132385254, "Gamma_field": 0.23497803509235382, "S_over_Gamma": 1.377081274986267, "Da": 14.418292045593262, "E_coh": 0.7967994213104248, "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": [ [ [ -83.37, 30.92 ], [ -83.33, 30.91 ], [ -83.32, 30.89 ], [ -83.33, 30.89 ], [ -83.34, 30.87 ], [ -83.32, 30.86 ], [ -83.32, 30.84 ], [ -83.34, 30.85 ], [ -83.36, 30.84 ], [ -83.4, 30.84 ], [ -83.39, 30.85 ], [ -83.39, 30.88 ], [ -83.4, 30.9 ], [ -83.39, 30.9 ], [ -83.37, 30.92 ] ] ] }, "raw_probability": 0.071, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "9975770156538d08ef34e2e70a73cef2df64b6b1f60384dd66467832d088b760", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.071, "probability": 0.000793, "confidence_lo": 0.000767, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ffdde0a230e0b66739e97c3fd52fa56c0dd07b4d06d98476b25eb1a4ca684eb7", "signature": { "alg": "ed25519", "sig": "1a27b89811bbd99db51ef303a29ca21b35666a0b73d2b8d1139064b1fd71ebd254fe52f3788b2430bfbff11055b080c401e61ea8237030489ac3edd0d5cbe309" } }, "receipt_sha256": "ffdde0a230e0b66739e97c3fd52fa56c0dd07b4d06d98476b25eb1a4ca684eb7" }, { "storm_id": "272118", "lat": 32.689, "lon": -80.932, "motion_east": 3.0, "motion_south": -5.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2430.0, "ebshear": 17.0, "srh01": 41.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 41.0 }, { "name": "hrrr_pwat", "value": 36.8779 }, { "name": "alignment", "value": 1.5175 }, { "name": "tau", "value": 1.6924 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0705 }, "coherence_score": 1.6924242973327637, "coherence_diagnostics": { "tau": 1.6924242973327637, "grad_tau": 0.2799398899078369, "torsion": 0.0, "alignment": 1.5175085067749023, "S_field": 0.1987912952899933, "Gamma_field": 0.2674780488014221, "S_over_Gamma": 0.7432060241699219, "Da": 15.54897403717041, "E_coh": 0.783702552318573, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.94, 32.72 ], [ -80.91, 32.72 ], [ -80.9, 32.71 ], [ -80.9, 32.68 ], [ -80.93, 32.65 ], [ -80.94, 32.65 ], [ -80.94, 32.66 ], [ -80.96, 32.68 ], [ -80.96, 32.7 ], [ -80.94, 32.72 ] ] ] }, "raw_probability": 0.0705, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "102b508b575c1184c9dc1d708d8ef5523309ec246b1646a6686b297b87222903", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0705, "probability": 0.000793, "confidence_lo": 0.000767, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "14cf203bab81927c2cc748d79697c9b873cbe8fdcaa6bac9c41e5ff46cc28f9f", "signature": { "alg": "ed25519", "sig": "c67f941901605d78cc32dfe5d458ea037472169dda2bbfe17cb6ee37f7288c75ae9d744d7db632c7cb3382b4fdff0765d63a462cbca3c6c0e161932b23e48408" } }, "receipt_sha256": "14cf203bab81927c2cc748d79697c9b873cbe8fdcaa6bac9c41e5ff46cc28f9f" }, { "storm_id": "272110", "lat": 35.8408, "lon": -75.3317, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1971.0, "ebshear": 14.0, "srh01": 42.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 42.0 }, { "name": "hrrr_pwat", "value": 54.1279 }, { "name": "alignment", "value": 3.3181 }, { "name": "tau", "value": 2.9572 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0685 }, "coherence_score": 2.9571566581726074, "coherence_diagnostics": { "tau": 2.9571566581726074, "grad_tau": 0.27504459023475647, "torsion": 0.0, "alignment": 3.3181495666503906, "S_field": 0.88372403383255, "Gamma_field": 0.21747802197933197, "S_over_Gamma": 4.063509464263916, "Da": 13.222700119018555, "E_coh": 0.943575918674469, "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": [ [ [ -75.36, 35.88 ], [ -75.33, 35.88 ], [ -75.32, 35.87 ], [ -75.33, 35.85 ], [ -75.29, 35.83 ], [ -75.29, 35.8 ], [ -75.3, 35.79 ], [ -75.33, 35.79 ], [ -75.35, 35.8 ], [ -75.35, 35.85 ], [ -75.37, 35.87 ], [ -75.36, 35.88 ] ] ] }, "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "d3051bcbeba635e5593768372ccbb6fd3b2f0322ad3602e9c90e6b80a7f8d481", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0685, "probability": 0.000793, "confidence_lo": 0.000767, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "299770fa1fcef8c0b5549ba8239c14ed6e43aa7224e13849b4bee8323b410b5e", "signature": { "alg": "ed25519", "sig": "07187125a80bbf5e6c2c6a67523ec325a3ef7647580da2f46cb7b9aabfda1eb2286212233306c8f2698b0e75ecfb5de93a5fef9f24f69030361d826134fc1c08" } }, "receipt_sha256": "299770fa1fcef8c0b5549ba8239c14ed6e43aa7224e13849b4bee8323b410b5e" }, { "storm_id": "272032", "lat": 49.0379, "lon": -98.1936, "motion_east": 6.9, "motion_south": -4.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 57.0, "ebshear": 22.0, "srh01": 0.0, "maxllaz": 0.009, "mesh": 0.07, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 18.7529 }, { "name": "alignment", "value": 2.2941 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.009 } ], "model_scores": { "gbt_prob": 0.0681 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.39288878440856934, "torsion": 0.0, "alignment": 2.294135093688965, "S_field": 0.18558825552463531, "Gamma_field": 0.2416446954011917, "S_over_Gamma": 0.7680212259292603, "Da": 12.969297409057617, "E_coh": 0.194507896900177, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -98.13, 49.14 ], [ -98.11, 49.14 ], [ -98.11, 49.08 ], [ -98.12, 49.07 ], [ -98.13, 49.02 ], [ -98.18, 48.98 ], [ -98.22, 48.97 ], [ -98.26, 48.94 ], [ -98.29, 48.94 ], [ -98.31, 48.95 ], [ -98.31, 49.0 ], [ -98.24, 49.04 ], [ -98.17, 49.12 ], [ -98.13, 49.14 ] ] ] }, "raw_probability": 0.0681, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "053795b3129597ba519cc7fd38d767cdc19d3d660c7924ef55b5fd6500bf66ce", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0681, "probability": 0.000793, "confidence_lo": 0.000767, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b42567d797a3c0e8180a3605626fa5fae37c620ab4e9c7d98e7e04a0c08b3d9e", "signature": { "alg": "ed25519", "sig": "cbc6fef93e98811a1b4e4421d21a6815ccd1bb1a8e91b769b6fedc82f04b927cfbf4ed743d945ba5d55776e556da0274b204d1837e517463ff867fbdfd60b003" } }, "receipt_sha256": "b42567d797a3c0e8180a3605626fa5fae37c620ab4e9c7d98e7e04a0c08b3d9e" }, { "storm_id": "271146", "lat": 28.5656, "lon": -78.9075, "motion_east": 5.1, "motion_south": -5.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3448.0, "ebshear": 4.0, "srh01": 0.0, "maxllaz": 0.001, "mesh": 0.14, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 54.3779 }, { "name": "alignment", "value": 3.7845 }, { "name": "tau", "value": 2.6389 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0674 }, "coherence_score": 2.638887643814087, "coherence_diagnostics": { "tau": 2.638887643814087, "grad_tau": 0.09447121620178223, "torsion": 0.0, "alignment": 3.7844767570495605, "S_field": 0.8340367674827576, "Gamma_field": 0.24914468824863434, "S_over_Gamma": 3.347599983215332, "Da": 15.542485237121582, "E_coh": 0.9319276809692383, "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": [ [ [ -78.93, 28.69 ], [ -78.9, 28.69 ], [ -78.81, 28.58 ], [ -78.81, 28.54 ], [ -78.83, 28.5 ], [ -78.89, 28.43 ], [ -78.95, 28.43 ], [ -78.97, 28.46 ], [ -78.97, 28.49 ], [ -78.93, 28.53 ], [ -78.92, 28.53 ], [ -78.9, 28.56 ], [ -78.9, 28.6 ], [ -78.94, 28.65 ], [ -78.94, 28.68 ], [ -78.93, 28.69 ] ] ] }, "raw_probability": 0.0674, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "f4e4b259748ee9c961915a8cc39daa9d15ea3735b050a28b10adff828cdb2e0c", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0674, "probability": 0.000793, "confidence_lo": 0.000767, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9cac47dd89a8c209dfaf335bd97f0ede821299533acde1558cbf1f52dd5201de", "signature": { "alg": "ed25519", "sig": "df5e3c7ad20a6541a66706dbf72fbf343e4c62a68ad02e1726dadc49153336af9f42ea2ff3f0811857a87d28e405bea7c91a3ce57ff3ddad2511779b29420102" } }, "receipt_sha256": "9cac47dd89a8c209dfaf335bd97f0ede821299533acde1558cbf1f52dd5201de" }, { "storm_id": "271651", "lat": 32.7317, "lon": -81.6225, "motion_east": 3.7, "motion_south": -5.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2111.0, "ebshear": 24.0, "srh01": 31.0, "maxllaz": 0.003, "mesh": 0.05, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 31.0 }, { "name": "hrrr_pwat", "value": 36.8779 }, { "name": "alignment", "value": 1.5175 }, { "name": "tau", "value": 1.6924 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.067 }, "coherence_score": 1.6924242973327637, "coherence_diagnostics": { "tau": 1.6924242973327637, "grad_tau": 0.2799398899078369, "torsion": 0.0, "alignment": 1.5175085067749023, "S_field": 0.1987912952899933, "Gamma_field": 0.2674780488014221, "S_over_Gamma": 0.7432060241699219, "Da": 15.54897403717041, "E_coh": 0.783702552318573, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.62, 32.78 ], [ -81.57, 32.78 ], [ -81.56, 32.77 ], [ -81.56, 32.72 ], [ -81.58, 32.7 ], [ -81.6, 32.7 ], [ -81.64, 32.68 ], [ -81.69, 32.69 ], [ -81.69, 32.71 ], [ -81.67, 32.73 ], [ -81.67, 32.74 ], [ -81.62, 32.78 ] ] ] }, "raw_probability": 0.067, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "1d36a72c5cbde03960f29603b587b37ec5e5c09400022b7db51c80cc8840e811", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.067, "probability": 0.000793, "confidence_lo": 0.000767, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "bf63c135484b789fa447e6bcc07948b893965db7ae12f072548c89e93360054c", "signature": { "alg": "ed25519", "sig": "701e561065af058297b5078a6a874d036134beba02cdb457617e8553ba782d07b49d7b45c06df13a9df184ba06ffdba660d5fcaa535f1234a572b517294bee0e" } }, "receipt_sha256": "bf63c135484b789fa447e6bcc07948b893965db7ae12f072548c89e93360054c" }, { "storm_id": "272154", "lat": 25.822, "lon": -80.044, "motion_east": 2.4, "motion_south": -3.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 4242.0, "ebshear": 13.0, "srh01": 32.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 32.0 }, { "name": "hrrr_pwat", "value": 47.6279 }, { "name": "alignment", "value": 1.0848 }, { "name": "tau", "value": 1.4152 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0669 }, "coherence_score": 1.415184736251831, "coherence_diagnostics": { "tau": 1.415184736251831, "grad_tau": 1.077426552772522, "torsion": 0.0, "alignment": 1.0847924947738647, "S_field": 1.0823103189468384, "Gamma_field": 0.22247803211212158, "S_over_Gamma": 4.864796161651611, "Da": 13.3600435256958, "E_coh": 0.9751283526420593, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.05, 25.88 ], [ -80.03, 25.88 ], [ -80.03, 25.86 ], [ -80.01, 25.84 ], [ -80.01, 25.8 ], [ -80.02, 25.79 ], [ -80.01, 25.77 ], [ -80.03, 25.75 ], [ -80.06, 25.75 ], [ -80.09, 25.77 ], [ -80.09, 25.82 ], [ -80.08, 25.84 ], [ -80.06, 25.84 ], [ -80.04, 25.86 ], [ -80.05, 25.88 ] ] ] }, "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "7cdc57048603106e8b13e72d904b65843f850feb2394daf9ef8c96dab4329400", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0669, "probability": 0.000793, "confidence_lo": 0.000767, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7ba0947e930711fc6be6b35f26cfd45cf291927dc01d782a44e2786372093413", "signature": { "alg": "ed25519", "sig": "e57b625cbf029e5d5608d89972d4e7588cec93df973e0309a298cc910ef483782793403c1360d27d5484c26510093b15cd9c1dc5c777caecef6eb0d8afc4470c" } }, "receipt_sha256": "7ba0947e930711fc6be6b35f26cfd45cf291927dc01d782a44e2786372093413" }, { "storm_id": "272009", "lat": 36.4333, "lon": -76.6044, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1925.0, "ebshear": 18.0, "srh01": 57.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 57.0 }, { "name": "hrrr_pwat", "value": 42.0029 }, { "name": "alignment", "value": 4.4709 }, { "name": "tau", "value": 2.5792 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0664 }, "coherence_score": 2.579159736633301, "coherence_diagnostics": { "tau": 2.579159736633301, "grad_tau": 0.4175911545753479, "torsion": 0.0, "alignment": 4.470945835113525, "S_field": 0.5378642678260803, "Gamma_field": 0.2183113545179367, "S_over_Gamma": 2.4637484550476074, "Da": 12.908615112304688, "E_coh": 0.8969826102256775, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.61, 36.46 ], [ -76.56, 36.44 ], [ -76.56, 36.39 ], [ -76.61, 36.39 ], [ -76.61, 36.42 ], [ -76.62, 36.44 ], [ -76.64, 36.45 ], [ -76.62, 36.45 ], [ -76.61, 36.46 ] ] ] }, "raw_probability": 0.0664, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "d87d01de7ef827bdfdcb1d60b9360fef38f07737d022be179a6a8efdf67dd61d", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0664, "probability": 0.000793, "confidence_lo": 0.000767, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "100f79e39c31da0254ea231a0d7e1c5b536d10b3fcdd0d0b1b2366f7d5a9a0ce", "signature": { "alg": "ed25519", "sig": "2f1aa7046e697c32163cdff470381a0f940e5983caa180fd758f047c2c8bbc2d11547c5c3122a4a5235dd2defb514c745d8ebf12928030f262ebfe9a07b12c0f" } }, "receipt_sha256": "100f79e39c31da0254ea231a0d7e1c5b536d10b3fcdd0d0b1b2366f7d5a9a0ce" }, { "storm_id": "272013", "lat": 33.5543, "lon": -79.31, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2129.0, "ebshear": 15.0, "srh01": 35.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 35.0 }, { "name": "hrrr_pwat", "value": 47.6279 }, { "name": "alignment", "value": 3.9548 }, { "name": "tau", "value": 2.1701 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.066 }, "coherence_score": 2.1700963973999023, "coherence_diagnostics": { "tau": 2.1700963973999023, "grad_tau": 0.42897650599479675, "torsion": 0.0, "alignment": 3.9547762870788574, "S_field": 0.3375627398490906, "Gamma_field": 0.20081135630607605, "S_over_Gamma": 1.6809942722320557, "Da": 12.323040008544922, "E_coh": 0.8247130513191223, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -79.32, 33.6 ], [ -79.28, 33.6 ], [ -79.27, 33.59 ], [ -79.27, 33.56 ], [ -79.25, 33.54 ], [ -79.27, 33.52 ], [ -79.29, 33.52 ], [ -79.3, 33.51 ], [ -79.35, 33.51 ], [ -79.36, 33.52 ], [ -79.35, 33.54 ], [ -79.35, 33.57 ], [ -79.36, 33.58 ], [ -79.32, 33.6 ] ] ] }, "raw_probability": 0.066, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "514ab1f47ce0b2a0b959a927dec3c246b5a30b86d651f1178b38e0e5bda95801", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.066, "probability": 0.000793, "confidence_lo": 0.000767, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "039b5e876612210b19744730a5d3b7e912acdf3eb0e7a2776bdce51364162190", "signature": { "alg": "ed25519", "sig": "ad5bed4632b4f879710cdf181b63a844a3d1966857657746bd18e8ebea6346d02ea9e21fdd7bde2ce73403bfce4d8d455077410d9b6359ee3abe508914c13c06" } }, "receipt_sha256": "039b5e876612210b19744730a5d3b7e912acdf3eb0e7a2776bdce51364162190" }, { "storm_id": "271141", "lat": 34.3469, "lon": -77.9719, "motion_east": 4.0, "motion_south": 0.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2765.0, "ebshear": 13.0, "srh01": 49.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 49.0 }, { "name": "hrrr_pwat", "value": 58.3779 }, { "name": "alignment", "value": 1.7086 }, { "name": "tau", "value": 2.7129 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0658 }, "coherence_score": 2.712897300720215, "coherence_diagnostics": { "tau": 2.712897300720215, "grad_tau": 0.3249715268611908, "torsion": 0.0, "alignment": 1.7086434364318848, "S_field": 0.7856369018554688, "Gamma_field": 0.19331136345863342, "S_over_Gamma": 4.064101219177246, "Da": 11.730398178100586, "E_coh": 0.861328125, "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": [ [ [ -78.02, 34.4 ], [ -77.89, 34.4 ], [ -77.87, 34.39 ], [ -77.86, 34.34 ], [ -77.88, 34.31 ], [ -77.89, 34.32 ], [ -77.93, 34.3 ], [ -77.95, 34.31 ], [ -77.98, 34.31 ], [ -78.02, 34.33 ], [ -78.04, 34.32 ], [ -78.06, 34.33 ], [ -78.06, 34.34 ], [ -78.04, 34.36 ], [ -78.04, 34.39 ], [ -78.02, 34.4 ] ] ] }, "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "3e6220b7afcb6a0c1017317ff8814972b6280bd1861789aa049247017ea0ca7b", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0658, "probability": 0.000793, "confidence_lo": 0.000767, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "721d07d876734fc23a2838068784a21bc41b9467e1b7d58188969a1286308033", "signature": { "alg": "ed25519", "sig": "13b932a748ef7cbd33d892d8b918ac943160c6440a1307e3501ad90bbf1089e078dd173f5dd9b2df40a3f13445f633dd0793b5da068f82678a2af85b564b320e" } }, "receipt_sha256": "721d07d876734fc23a2838068784a21bc41b9467e1b7d58188969a1286308033" }, { "storm_id": "272143", "lat": 35.2825, "lon": -77.7625, "motion_east": 4.5, "motion_south": 0.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2618.0, "ebshear": 17.0, "srh01": 44.0, "maxllaz": 0.001, "mesh": 0.08, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 44.0 }, { "name": "hrrr_pwat", "value": 48.6279 }, { "name": "alignment", "value": 0.6369 }, { "name": "tau", "value": 2.4067 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0658 }, "coherence_score": 2.4067373275756836, "coherence_diagnostics": { "tau": 2.4067373275756836, "grad_tau": 0.44132497906684875, "torsion": 0.0, "alignment": 0.636935293674469, "S_field": 0.8461710214614868, "Gamma_field": 0.2183113545179367, "S_over_Gamma": 3.8759827613830566, "Da": 13.115784645080566, "E_coh": 0.9360926151275635, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.78, 35.32 ], [ -77.76, 35.31 ], [ -77.73, 35.31 ], [ -77.72, 35.3 ], [ -77.72, 35.26 ], [ -77.73, 35.25 ], [ -77.77, 35.25 ], [ -77.78, 35.24 ], [ -77.8, 35.25 ], [ -77.79, 35.27 ], [ -77.79, 35.31 ], [ -77.78, 35.32 ] ] ] }, "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "3e6220b7afcb6a0c1017317ff8814972b6280bd1861789aa049247017ea0ca7b", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0658, "probability": 0.000793, "confidence_lo": 0.000767, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "721d07d876734fc23a2838068784a21bc41b9467e1b7d58188969a1286308033", "signature": { "alg": "ed25519", "sig": "13b932a748ef7cbd33d892d8b918ac943160c6440a1307e3501ad90bbf1089e078dd173f5dd9b2df40a3f13445f633dd0793b5da068f82678a2af85b564b320e" } }, "receipt_sha256": "721d07d876734fc23a2838068784a21bc41b9467e1b7d58188969a1286308033" }, { "storm_id": "272130", "lat": 48.1675, "lon": -105.08, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 4.0, "ebshear": 2.0, "srh01": 0.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 19.6279 }, { "name": "alignment", "value": 6.1903 }, { "name": "tau", "value": 0.3199 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.065 }, "coherence_score": 0.31986361742019653, "coherence_diagnostics": { "tau": 0.31986361742019653, "grad_tau": 0.23866961896419525, "torsion": 0.0, "alignment": 6.190314769744873, "S_field": 0.2352052479982376, "Gamma_field": 0.17081137001514435, "S_over_Gamma": 1.3769882917404175, "Da": 11.167313575744629, "E_coh": 0.13832108676433563, "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": [ [ [ -105.1, 48.19 ], [ -105.05, 48.19 ], [ -105.04, 48.18 ], [ -105.05, 48.13 ], [ -105.08, 48.13 ], [ -105.11, 48.15 ], [ -105.11, 48.18 ], [ -105.1, 48.19 ] ] ] }, "raw_probability": 0.065, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "e3dd12f96876c999399a65af0d946bff56203dc8540b391b062a8aae05bf06e4", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.065, "probability": 0.000793, "confidence_lo": 0.000767, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "946fae1c0497b82086781f49ac46fd547502536af6143a0be833c63d4449eb5a", "signature": { "alg": "ed25519", "sig": "2bb5cead2873752e2b0f5c0899c727ff6b1dd7a0ae115d372d4c983e229dd624a63f243a9ace2d13c0396a26cf67ee07d2a87e4f8165152922b614495b64b506" } }, "receipt_sha256": "946fae1c0497b82086781f49ac46fd547502536af6143a0be833c63d4449eb5a" }, { "storm_id": "272028", "lat": 49.3678, "lon": -95.8111, "motion_east": 7.2, "motion_south": -5.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 77.0, "ebshear": 26.0, "srh01": 8.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 8.0 }, { "name": "hrrr_pwat", "value": 21.3779 }, { "name": "alignment", "value": 1.7941 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.063 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.3879637122154236, "torsion": 0.0, "alignment": 1.7941350936889648, "S_field": 0.24640394747257233, "Gamma_field": 0.2716447114944458, "S_over_Gamma": 0.9070817232131958, "Da": 14.191697120666504, "E_coh": 0.4463323950767517, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -95.82, 49.4 ], [ -95.78, 49.4 ], [ -95.77, 49.39 ], [ -95.77, 49.35 ], [ -95.8, 49.33 ], [ -95.84, 49.33 ], [ -95.85, 49.34 ], [ -95.85, 49.37 ], [ -95.82, 49.4 ] ] ] }, "raw_probability": 0.063, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "324f5ab510e090b5edaaca3d228f99b86f39528fd976d6947597e7212928171f", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.063, "probability": 0.000793, "confidence_lo": 0.000767, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b84c129953c7dae4ead8f640826cd8f34ab9b76f379fa638a049b56ab1d20c82", "signature": { "alg": "ed25519", "sig": "9cd03ca8f6a1a35ddb6eae2a96475f5cdf7259a26edd5de5b0ea0c597f468d46a5fc2d2a2cf5fd2f71b301ba10ebb47529c3a2b34b6f91bcc3834f653c2fa80e" } }, "receipt_sha256": "b84c129953c7dae4ead8f640826cd8f34ab9b76f379fa638a049b56ab1d20c82" }, { "storm_id": "272053", "lat": 26.1722, "lon": -80.0622, "motion_east": 2.2, "motion_south": -4.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3975.0, "ebshear": 10.0, "srh01": 35.0, "maxllaz": 0.005, "mesh": 0.69, "flash_rate": 6.0, "top_features": [ { "name": "srh01", "value": 35.0 }, { "name": "hrrr_pwat", "value": 47.6279 }, { "name": "alignment", "value": 1.0848 }, { "name": "tau", "value": 1.4152 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0626 }, "coherence_score": 1.415184736251831, "coherence_diagnostics": { "tau": 1.415184736251831, "grad_tau": 1.077426552772522, "torsion": 0.0, "alignment": 1.0847924947738647, "S_field": 1.0823103189468384, "Gamma_field": 0.22247803211212158, "S_over_Gamma": 4.864796161651611, "Da": 13.3600435256958, "E_coh": 0.9751283526420593, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.07, 26.21 ], [ -80.04, 26.21 ], [ -80.01, 26.17 ], [ -80.01, 26.16 ], [ -80.05, 26.13 ], [ -80.09, 26.13 ], [ -80.11, 26.15 ], [ -80.11, 26.18 ], [ -80.07, 26.21 ] ] ] }, "raw_probability": 0.0626, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "9138162be9fd6f7cc95833ba8c5784e91ab6f592fb1b2b991ec732a09b9c37df", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0626, "probability": 0.000793, "confidence_lo": 0.000767, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "35dec65bf85b6e71f554e9ce68e88d54dcd5d3efe1a9ddf3b51faf13080a4b89", "signature": { "alg": "ed25519", "sig": "6da67e317da2957045c046e050c7df77284fc0e99f53530659a937ba8efb2118a226c3174b25dee205e113124e164e9295b85ce1416dc3ea0e64664256fec104" } }, "receipt_sha256": "35dec65bf85b6e71f554e9ce68e88d54dcd5d3efe1a9ddf3b51faf13080a4b89" }, { "storm_id": "272014", "lat": 32.364, "lon": -81.664, "motion_east": 5.2, "motion_south": -2.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2275.0, "ebshear": 18.0, "srh01": 47.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 47.0 }, { "name": "hrrr_pwat", "value": 36.8779 }, { "name": "alignment", "value": 1.5175 }, { "name": "tau", "value": 1.6924 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0625 }, "coherence_score": 1.6924242973327637, "coherence_diagnostics": { "tau": 1.6924242973327637, "grad_tau": 0.2799398899078369, "torsion": 0.0, "alignment": 1.5175085067749023, "S_field": 0.1987912952899933, "Gamma_field": 0.2674780488014221, "S_over_Gamma": 0.7432060241699219, "Da": 15.54897403717041, "E_coh": 0.783702552318573, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.66, 32.41 ], [ -81.63, 32.41 ], [ -81.62, 32.4 ], [ -81.62, 32.36 ], [ -81.64, 32.33 ], [ -81.68, 32.31 ], [ -81.7, 32.31 ], [ -81.72, 32.33 ], [ -81.71, 32.37 ], [ -81.66, 32.41 ] ] ] }, "raw_probability": 0.0625, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "e452a95f61b21a03ce78eee95f15d2e611d4ee3926f614a6e9c6f70a79bdfa7d", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0625, "probability": 0.000793, "confidence_lo": 0.000767, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "79313f9be6bbde076d11075813b7e7ff0b1096290c2088bc082680c8d1d8cd48", "signature": { "alg": "ed25519", "sig": "320caddaa83a493a4e330f73e75b4953805fdd2d044b01c824e69e9a807916158ba12e02023bd3596c7faeb4bd7216e30d0041c93223795ff24492944affec01" } }, "receipt_sha256": "79313f9be6bbde076d11075813b7e7ff0b1096290c2088bc082680c8d1d8cd48" }, { "storm_id": "271865", "lat": 32.118, "lon": -81.6435, "motion_east": 5.0, "motion_south": -2.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2241.0, "ebshear": 15.0, "srh01": 45.0, "maxllaz": 0.005, "mesh": 0.09, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 45.0 }, { "name": "hrrr_pwat", "value": 33.3779 }, { "name": "alignment", "value": 2.5536 }, { "name": "tau", "value": 1.7957 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.062 }, "coherence_score": 1.7957005500793457, "coherence_diagnostics": { "tau": 1.7957005500793457, "grad_tau": 0.3284877836704254, "torsion": 0.0, "alignment": 2.55361270904541, "S_field": 0.18515819311141968, "Gamma_field": 0.27497804164886475, "S_over_Gamma": 0.673356294631958, "Da": 15.772211074829102, "E_coh": 0.7546248435974121, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.62, 32.24 ], [ -81.57, 32.24 ], [ -81.56, 32.23 ], [ -81.56, 32.19 ], [ -81.6, 32.15 ], [ -81.6, 32.12 ], [ -81.63, 32.09 ], [ -81.63, 32.05 ], [ -81.64, 32.04 ], [ -81.64, 32.02 ], [ -81.68, 31.98 ], [ -81.72, 31.98 ], [ -81.73, 32.04 ], [ -81.71, 32.07 ], [ -81.71, 32.09 ], [ -81.68, 32.12 ], [ -81.67, 32.15 ], [ -81.66, 32.15 ], [ -81.64, 32.17 ], [ -81.62, 32.24 ] ] ] }, "raw_probability": 0.062, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "4d9d66d016568b43f359fc8165811ece208fd370669b2631b3aa1e8012aa996e", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.062, "probability": 0.000793, "confidence_lo": 0.000767, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4df80de4146fc569669cf8e52814a41def88ad1f0934820a289598c6838067ef", "signature": { "alg": "ed25519", "sig": "a21123eb2f451e3b22df4baf85a7b7b538dd6c84f2adf499cdb765db7e6e3f2ffee108bcc245ca43c1848e99b44b9b771213f7b87d86312b4264105115959805" } }, "receipt_sha256": "4df80de4146fc569669cf8e52814a41def88ad1f0934820a289598c6838067ef" }, { "storm_id": "271844", "lat": 35.7278, "lon": -77.3567, "motion_east": 4.2, "motion_south": 0.4, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2338.0, "ebshear": 16.0, "srh01": 49.0, "maxllaz": 0.002, "mesh": 0.42, "flash_rate": 6.0, "top_features": [ { "name": "srh01", "value": 49.0 }, { "name": "hrrr_pwat", "value": 48.6279 }, { "name": "alignment", "value": 0.6369 }, { "name": "tau", "value": 2.4067 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0619 }, "coherence_score": 2.4067373275756836, "coherence_diagnostics": { "tau": 2.4067373275756836, "grad_tau": 0.44132497906684875, "torsion": 0.0, "alignment": 0.636935293674469, "S_field": 0.8461710214614868, "Gamma_field": 0.2183113545179367, "S_over_Gamma": 3.8759827613830566, "Da": 13.115784645080566, "E_coh": 0.9360926151275635, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.38, 35.76 ], [ -77.33, 35.76 ], [ -77.31, 35.74 ], [ -77.32, 35.7 ], [ -77.33, 35.69 ], [ -77.38, 35.69 ], [ -77.39, 35.7 ], [ -77.39, 35.75 ], [ -77.38, 35.76 ] ] ] }, "raw_probability": 0.0619, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "fcc5c124ab61a9b2a6c953c548ff2b5e9ccff4d01bd3f737b4b2b31870aaf76e", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0619, "probability": 0.000793, "confidence_lo": 0.000767, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2b46f7666128bd5f451a7ebbdbe826c4588ab33528673c0f3b0908d1d753af6f", "signature": { "alg": "ed25519", "sig": "c690d067df5023722c18e03780fd07183066abf56bac426f92e71e1e31e7c7906fffbbf5bed904e0dbcdb1981c295554f9c56b995a9b99d5c3a1a437e8eae203" } }, "receipt_sha256": "2b46f7666128bd5f451a7ebbdbe826c4588ab33528673c0f3b0908d1d753af6f" }, { "storm_id": "272156", "lat": 24.4931, "lon": -78.98, "motion_east": 2.9, "motion_south": -1.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3946.0, "ebshear": 6.0, "srh01": 0.0, "maxllaz": 0.0, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 51.3779 }, { "name": "alignment", "value": 0.3934 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0605 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 1.4423367977142334, "torsion": 0.0, "alignment": 0.39336490631103516, "S_field": 1.1366724967956543, "Gamma_field": 0.21664468944072723, "S_over_Gamma": 5.246713161468506, "Da": 12.8991117477417, "E_coh": 0.9834436774253845, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -79.02, 24.54 ], [ -79.0, 24.54 ], [ -79.0, 24.5 ], [ -78.98, 24.48 ], [ -78.97, 24.48 ], [ -78.95, 24.5 ], [ -78.93, 24.49 ], [ -78.92, 24.47 ], [ -78.94, 24.46 ], [ -78.95, 24.44 ], [ -79.03, 24.44 ], [ -79.03, 24.53 ], [ -79.02, 24.54 ] ] ] }, "raw_probability": 0.0605, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "03759e014470db4537bbecf9208e83c1d57e2c05c5178b0700bb4fabe2e3013d", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0605, "probability": 0.000793, "confidence_lo": 0.000767, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "91ea1baae5c09dccea52cc90fdf5927dae1af2c57941429e6f76a11bd5964865", "signature": { "alg": "ed25519", "sig": "b68080a83c9346a4dc09e38ae366c67d89f0202f55a4ae2f99d6ba558b6452d1663ae86432a8b1479608ce01e816965ff0559a07c4689bd44ac7c63da0522d07" } }, "receipt_sha256": "91ea1baae5c09dccea52cc90fdf5927dae1af2c57941429e6f76a11bd5964865" }, { "storm_id": "270773", "lat": 25.6076, "lon": -80.4372, "motion_east": 1.9, "motion_south": -3.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3851.0, "ebshear": 19.0, "srh01": 31.0, "maxllaz": 0.008, "mesh": 0.64, "flash_rate": 23.0, "top_features": [ { "name": "srh01", "value": 31.0 }, { "name": "hrrr_pwat", "value": 50.6279 }, { "name": "alignment", "value": 0.2684 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.008 } ], "model_scores": { "gbt_prob": 0.0602 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 1.415184736251831, "torsion": 0.0, "alignment": 0.26836490631103516, "S_field": 1.1675920486450195, "Gamma_field": 0.2183113545179367, "S_over_Gamma": 5.348288059234619, "Da": 13.037785530090332, "E_coh": 0.9825799465179443, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.28, 25.68 ], [ -80.24, 25.68 ], [ -80.24, 25.66 ], [ -80.28, 25.64 ], [ -80.31, 25.61 ], [ -80.31, 25.59 ], [ -80.35, 25.58 ], [ -80.43, 25.48 ], [ -80.5, 25.48 ], [ -80.56, 25.51 ], [ -80.56, 25.56 ], [ -80.55, 25.57 ], [ -80.55, 25.59 ], [ -80.57, 25.61 ], [ -80.6, 25.61 ], [ -80.6, 25.64 ], [ -80.58, 25.66 ], [ -80.56, 25.66 ], [ -80.54, 25.64 ], [ -80.53, 25.6 ], [ -80.49, 25.58 ], [ -80.48, 25.59 ], [ -80.44, 25.59 ], [ -80.43, 25.6 ], [ -80.41, 25.6 ], [ -80.37, 25.62 ], [ -80.34, 25.65 ], [ -80.3, 25.66 ], [ -80.28, 25.68 ] ] ] }, "raw_probability": 0.0602, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "47b64ec9d8e329665abdb0768265414501d8dcef9cec54b5bb00fc76d643b13b", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0602, "probability": 0.000793, "confidence_lo": 0.000767, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "761688d9e86a6fd1340c8ed89f5c7007c92cb79e300630e751ea2adf22f2b590", "signature": { "alg": "ed25519", "sig": "c33be4259e2f46abba415ac5dcd4873dd24e7939c86bea5a5cb9b75bbd9423eeb64abdfa3ea52f0b47d2b7699866e79d3392dc7a2f417b94a53492941d9f6105" } }, "receipt_sha256": "761688d9e86a6fd1340c8ed89f5c7007c92cb79e300630e751ea2adf22f2b590" }, { "storm_id": "271137", "lat": 35.3653, "lon": -77.0553, "motion_east": 4.3, "motion_south": 0.7, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2143.0, "ebshear": 13.0, "srh01": 49.0, "maxllaz": 0.004, "mesh": 0.22, "flash_rate": 5.0, "top_features": [ { "name": "srh01", "value": 49.0 }, { "name": "hrrr_pwat", "value": 53.7529 }, { "name": "alignment", "value": -0.3827 }, { "name": "tau", "value": 2.7172 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0592 }, "coherence_score": 2.7171616554260254, "coherence_diagnostics": { "tau": 2.7171616554260254, "grad_tau": 0.3239922821521759, "torsion": 0.0, "alignment": -0.38272902369499207, "S_field": 0.5559009313583374, "Gamma_field": 0.1999780237674713, "S_over_Gamma": 2.7798101902008057, "Da": 12.142695426940918, "E_coh": 0.9473447799682617, "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": [ [ [ -77.02, 35.48 ], [ -76.98, 35.48 ], [ -76.96, 35.46 ], [ -76.96, 35.39 ], [ -77.0, 35.32 ], [ -77.09, 35.23 ], [ -77.12, 35.22 ], [ -77.14, 35.24 ], [ -77.14, 35.26 ], [ -77.09, 35.33 ], [ -77.09, 35.37 ], [ -77.08, 35.38 ], [ -77.08, 35.4 ], [ -77.06, 35.44 ], [ -77.02, 35.48 ] ] ] }, "raw_probability": 0.0592, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "c89e6858f5fa5fd5c42ac54dd146f061cc6b3e09e7b4d9654c81dfd7ef5b160d", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0592, "probability": 0.000793, "confidence_lo": 0.000767, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3fef45a89d487b432a6fee60471e56e88c53d1c915cd69cc0278cf2b0d1fa8ae", "signature": { "alg": "ed25519", "sig": "a60f8174a3f83c7bb747ef87857cb4358940475bae63a03e391a7813c064258ae0e79cf54d725a180e3a1b7768827ee2231dc69d68098286547e2eaa602f2406" } }, "receipt_sha256": "3fef45a89d487b432a6fee60471e56e88c53d1c915cd69cc0278cf2b0d1fa8ae" }, { "storm_id": "271944", "lat": 28.2227, "lon": -79.0182, "motion_east": 4.9, "motion_south": -4.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3149.0, "ebshear": 6.0, "srh01": 4.0, "maxllaz": 0.001, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 4.0 }, { "name": "hrrr_pwat", "value": 51.3779 }, { "name": "alignment", "value": -0.4062 }, { "name": "tau", "value": 2.5819 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0588 }, "coherence_score": 2.5818638801574707, "coherence_diagnostics": { "tau": 2.5818638801574707, "grad_tau": 0.17220713198184967, "torsion": 0.0, "alignment": -0.4061863422393799, "S_field": 0.42527061700820923, "Gamma_field": 0.28414469957351685, "S_over_Gamma": 1.4966691732406616, "Da": 18.19142723083496, "E_coh": 0.9622716307640076, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -79.05, 28.29 ], [ -78.99, 28.29 ], [ -78.96, 28.25 ], [ -78.96, 28.22 ], [ -78.99, 28.19 ], [ -79.0, 28.19 ], [ -79.03, 28.16 ], [ -79.03, 28.15 ], [ -79.07, 28.15 ], [ -79.07, 28.27 ], [ -79.05, 28.29 ] ] ] }, "raw_probability": 0.0588, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "244bf299b36abe033d5ed6b7ab1114902808a3d6f78370de26e7318c132f5c86", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0588, "probability": 0.000793, "confidence_lo": 0.000767, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7dfe451de62fee8efb56f77198b67d422a79c884709e5c9594aa66075c7c0bce", "signature": { "alg": "ed25519", "sig": "45ffbc93919c0c2f174a98e95544dc9fdad577b01c156670ffa0b8cdc3cd40590ff47faf60b94aa614f62c99681fc35bc78272d81d5ec3de5ee75074f170f80e" } }, "receipt_sha256": "7dfe451de62fee8efb56f77198b67d422a79c884709e5c9594aa66075c7c0bce" }, { "storm_id": "272113", "lat": 33.7654, "lon": -86.9492, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 967.0, "ebshear": 28.0, "srh01": 22.0, "maxllaz": 0.0, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 22.0 }, { "name": "hrrr_pwat", "value": 30.2529 }, { "name": "alignment", "value": 0.2725 }, { "name": "tau", "value": 0.212 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0583 }, "coherence_score": 0.2120198905467987, "coherence_diagnostics": { "tau": 0.2120198905467987, "grad_tau": 0.08866525441408157, "torsion": -2.4304960821730504e-10, "alignment": 0.27247148752212524, "S_field": 0.1500486135482788, "Gamma_field": 1.1441446542739868, "S_over_Gamma": 0.13114479184150696, "Da": 67.22869873046875, "E_coh": 0.8176630139350891, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -86.97, 33.79 ], [ -86.89, 33.79 ], [ -86.89, 33.75 ], [ -86.9, 33.76 ], [ -86.91, 33.75 ], [ -86.93, 33.76 ], [ -86.96, 33.76 ], [ -86.97, 33.75 ], [ -86.98, 33.76 ], [ -86.99, 33.75 ], [ -87.0, 33.77 ], [ -86.98, 33.77 ], [ -86.97, 33.79 ] ] ] }, "raw_probability": 0.0583, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "f8480f04fc8f8b247be8eb630a0944dc202a8087b4d3be551c787494318bd013", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0583, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "04a2b271d77462ec292fb85520f76f4a931b36c2b2cb2a16f7b32d0ff3476262", "signature": { "alg": "ed25519", "sig": "44602a03a85a90e5c4dda8f83afb851017ddcf75ad4482bce9491829ccf357261c95f19d9533f6eacf58b69f3a355bd5dc7f992f95a1d010700ad1f56152860b" } }, "receipt_sha256": "04a2b271d77462ec292fb85520f76f4a931b36c2b2cb2a16f7b32d0ff3476262" }, { "storm_id": "271160", "lat": 28.6322, "lon": -81.51, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1220.0, "ebshear": 8.0, "srh01": 24.0, "maxllaz": 0.004, "mesh": 0.24, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 24.0 }, { "name": "hrrr_pwat", "value": 55.2529 }, { "name": "alignment", "value": 0.7984 }, { "name": "tau", "value": 2.8722 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0574 }, "coherence_score": 2.8721699714660645, "coherence_diagnostics": { "tau": 2.8721699714660645, "grad_tau": 0.17192354798316956, "torsion": 0.0, "alignment": 0.7984468936920166, "S_field": 1.0462146997451782, "Gamma_field": 0.18914470076560974, "S_over_Gamma": 5.531292915344238, "Da": 11.824493408203125, "E_coh": 0.9453676342964172, "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": [ [ [ -81.52, 28.67 ], [ -81.5, 28.67 ], [ -81.46, 28.65 ], [ -81.45, 28.61 ], [ -81.47, 28.59 ], [ -81.55, 28.59 ], [ -81.56, 28.6 ], [ -81.56, 28.64 ], [ -81.52, 28.67 ] ] ] }, "raw_probability": 0.0574, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "b244ccc08c4f6c4016ca0179237925e1cbfbf097f95f034ff65f07ed46532bbf", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0574, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5bdef7331200c8011ee53d9077494cfe95758bd2b26aa0c6f36c43751df41feb", "signature": { "alg": "ed25519", "sig": "2f20c3ea1ba9b0085fd0b4404f72c42b44a4ec07f4fc1cfd0eb7425169c50997e2706ea7aac289512fa528204f6e3da206a64f4588c06cc336d57b04e70e200c" } }, "receipt_sha256": "5bdef7331200c8011ee53d9077494cfe95758bd2b26aa0c6f36c43751df41feb" }, { "storm_id": "272144", "lat": 34.8083, "lon": -78.14, "motion_east": 4.7, "motion_south": 0.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2740.0, "ebshear": 15.0, "srh01": 36.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 36.0 }, { "name": "hrrr_pwat", "value": 35.1279 }, { "name": "alignment", "value": 1.1545 }, { "name": "tau", "value": 2.0571 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0573 }, "coherence_score": 2.0571348667144775, "coherence_diagnostics": { "tau": 2.0571348667144775, "grad_tau": 0.46637773513793945, "torsion": 0.0, "alignment": 1.1545087099075317, "S_field": 0.30329692363739014, "Gamma_field": 0.30247804522514343, "S_over_Gamma": 1.0027072429656982, "Da": 18.378271102905273, "E_coh": 0.8593422174453735, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.15, 34.83 ], [ -78.11, 34.83 ], [ -78.11, 34.77 ], [ -78.16, 34.77 ], [ -78.16, 34.82 ], [ -78.15, 34.83 ] ] ] }, "raw_probability": 0.0573, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "6d9dca8b50829232fa96eac23041400d38b3aa50e8301df1cdfa866f9fd73812", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0573, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8ecf98d01c936e31b23fe5ae1447ef7e8ae723c7ce442647f9e18d56f2e1f9ee", "signature": { "alg": "ed25519", "sig": "58035a0ac3e71b0e6b653667ce47e0a1f3cb8f76c3db47c9651228e17e0a929962c9ad4d10ce7bee25e768320230ba0e266f77329003d677eb7dff05629c300f" } }, "receipt_sha256": "8ecf98d01c936e31b23fe5ae1447ef7e8ae723c7ce442647f9e18d56f2e1f9ee" }, { "storm_id": "271053", "lat": 27.7836, "lon": -78.8371, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3369.0, "ebshear": 9.0, "srh01": 4.0, "maxllaz": 0.001, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 4.0 }, { "name": "hrrr_pwat", "value": 50.8779 }, { "name": "alignment", "value": 1.8231 }, { "name": "tau", "value": 2.5194 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0565 }, "coherence_score": 2.5194191932678223, "coherence_diagnostics": { "tau": 2.5194191932678223, "grad_tau": 0.19634445011615753, "torsion": 0.0, "alignment": 1.8230807781219482, "S_field": 0.9074491262435913, "Gamma_field": 0.2416446954011917, "S_over_Gamma": 3.755303382873535, "Da": 15.18429183959961, "E_coh": 0.9583329558372498, "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": [ [ [ -78.86, 27.83 ], [ -78.82, 27.83 ], [ -78.8, 27.81 ], [ -78.79, 27.81 ], [ -78.79, 27.74 ], [ -78.8, 27.73 ], [ -78.81, 27.73 ], [ -78.83, 27.75 ], [ -78.87, 27.75 ], [ -78.87, 27.77 ], [ -78.88, 27.78 ], [ -78.87, 27.79 ], [ -78.87, 27.82 ], [ -78.86, 27.83 ] ] ] }, "raw_probability": 0.0565, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "69ec93db02f30ed1efa3821084a4c2826d57f0f4c4612d7e264b8bd936a0cafe", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0565, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9423dccff76e3ca275709f9dc25566f2045a07a6ac9f05efb961b7836381cdb5", "signature": { "alg": "ed25519", "sig": "0e2221c920b890c14f131e8bb5d25df32337b875bd5bce8ffdb77f2a110febcfaf2c56fe7e870727eabd8e2a0e7db9f128b17c0f0e133dee3d9a18c937c2cf05" } }, "receipt_sha256": "9423dccff76e3ca275709f9dc25566f2045a07a6ac9f05efb961b7836381cdb5" }, { "storm_id": "272149", "lat": 27.9936, "lon": -87.3407, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3452.0, "ebshear": 8.0, "srh01": 12.0, "maxllaz": 0.0, "mesh": 0.12, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 12.0 }, { "name": "hrrr_pwat", "value": 49.5029 }, { "name": "alignment", "value": 0.6463 }, { "name": "tau", "value": 2.5974 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0564 }, "coherence_score": 2.5974366664886475, "coherence_diagnostics": { "tau": 2.5974366664886475, "grad_tau": 0.0806223675608635, "torsion": 0.0, "alignment": 0.6462587714195251, "S_field": 0.7872689962387085, "Gamma_field": 0.2458113580942154, "S_over_Gamma": 3.2027363777160645, "Da": 16.472414016723633, "E_coh": 0.9477737545967102, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -87.34, 28.04 ], [ -87.3, 28.04 ], [ -87.28, 28.03 ], [ -87.29, 28.02 ], [ -87.29, 27.96 ], [ -87.28, 27.95 ], [ -87.37, 27.95 ], [ -87.38, 27.96 ], [ -87.4, 27.96 ], [ -87.4, 27.97 ], [ -87.38, 27.97 ], [ -87.36, 27.99 ], [ -87.36, 28.03 ], [ -87.34, 28.04 ] ] ] }, "raw_probability": 0.0564, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "dae9878ca777daead379f58a2af7792747117cffd3990e4d410a4b449e7a8489", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0564, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6610b9c61c4bcbdd0988c241b1d72c7091f7d5ee86a9ab720c019ed3c7745dcf", "signature": { "alg": "ed25519", "sig": "bb5adea71ba4a667b3a034f9e02e88d105978411f1929e192d7d53798062e68f78d2dee29fb87522028d92c94b9688b0a93a91f699a7a22ac3c21ed8f1e85504" } }, "receipt_sha256": "6610b9c61c4bcbdd0988c241b1d72c7091f7d5ee86a9ab720c019ed3c7745dcf" }, { "storm_id": "272123", "lat": 27.8106, "lon": -82.0465, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2533.0, "ebshear": 13.0, "srh01": 46.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 46.0 }, { "name": "hrrr_pwat", "value": 53.2529 }, { "name": "alignment", "value": 0.6846 }, { "name": "tau", "value": 2.3855 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.056 }, "coherence_score": 2.3854899406433105, "coherence_diagnostics": { "tau": 2.3854899406433105, "grad_tau": 0.4398219585418701, "torsion": 0.0, "alignment": 0.6845939755439758, "S_field": 0.42235323786735535, "Gamma_field": 0.30247804522514343, "S_over_Gamma": 1.3963104486465454, "Da": 18.142175674438477, "E_coh": 0.950232744216919, "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": [ [ [ -82.04, 27.88 ], [ -82.0, 27.88 ], [ -81.98, 27.86 ], [ -81.98, 27.83 ], [ -82.01, 27.8 ], [ -82.01, 27.78 ], [ -82.02, 27.77 ], [ -82.01, 27.73 ], [ -82.05, 27.75 ], [ -82.09, 27.75 ], [ -82.1, 27.77 ], [ -82.12, 27.78 ], [ -82.12, 27.82 ], [ -82.11, 27.83 ], [ -82.06, 27.83 ], [ -82.05, 27.84 ], [ -82.04, 27.88 ] ] ] }, "raw_probability": 0.056, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "ffb675b99b2cc18ba3546f9d067d23b65d44f3d810f761b5296e31f9f2b11298", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.056, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5cbed31489ac5059d6c1e3e5848f7908536146f5bc4611e9674809c2f3315fb4", "signature": { "alg": "ed25519", "sig": "96a9850d89ba1ca4db28d521ac11471eb169dee4ea6233202ed55871f3cd806df31cb41bf101aff3e5ee331294b3f8744acf9daf5095a48747ffd3cde2237103" } }, "receipt_sha256": "5cbed31489ac5059d6c1e3e5848f7908536146f5bc4611e9674809c2f3315fb4" }, { "storm_id": "272070", "lat": 27.7761, "lon": -82.2394, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2905.0, "ebshear": 15.0, "srh01": 53.0, "maxllaz": 0.006, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 53.0 }, { "name": "hrrr_pwat", "value": 53.2529 }, { "name": "alignment", "value": 0.6846 }, { "name": "tau", "value": 2.3855 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.0558 }, "coherence_score": 2.3854899406433105, "coherence_diagnostics": { "tau": 2.3854899406433105, "grad_tau": 0.4398219585418701, "torsion": 0.0, "alignment": 0.6845939755439758, "S_field": 0.42235323786735535, "Gamma_field": 0.30247804522514343, "S_over_Gamma": 1.3963104486465454, "Da": 18.142175674438477, "E_coh": 0.950232744216919, "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": [ [ [ -82.27, 27.83 ], [ -82.26, 27.82 ], [ -82.24, 27.83 ], [ -82.2, 27.83 ], [ -82.18, 27.81 ], [ -82.17, 27.81 ], [ -82.16, 27.79 ], [ -82.18, 27.77 ], [ -82.21, 27.71 ], [ -82.24, 27.71 ], [ -82.25, 27.7 ], [ -82.26, 27.71 ], [ -82.28, 27.71 ], [ -82.28, 27.76 ], [ -82.29, 27.77 ], [ -82.28, 27.78 ], [ -82.29, 27.8 ], [ -82.27, 27.83 ] ] ] }, "raw_probability": 0.0558, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "ae3b476197aa1bc551fd0c253ed8ca80440694c50eb67accd0a6d330e7039bca", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0558, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d0ca47cf02ab71fe82f5a67be8ba770e612e8e16b0c76408662b5783247bcaf1", "signature": { "alg": "ed25519", "sig": "f16a8746615bcbff4bdeef1e6abbefd780104038c24ae36930427d1a783288276931cdb622c36d1e083164ae458d76abbaf2b853b706b7a5c92addd05a1f1408" } }, "receipt_sha256": "d0ca47cf02ab71fe82f5a67be8ba770e612e8e16b0c76408662b5783247bcaf1" }, { "storm_id": "271611", "lat": 31.87, "lon": -81.5873, "motion_east": 4.9, "motion_south": -2.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2137.0, "ebshear": 11.0, "srh01": 46.0, "maxllaz": 0.002, "mesh": 0.13, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 46.0 }, { "name": "hrrr_pwat", "value": 33.3779 }, { "name": "alignment", "value": 2.5536 }, { "name": "tau", "value": 1.7957 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0555 }, "coherence_score": 1.7957005500793457, "coherence_diagnostics": { "tau": 1.7957005500793457, "grad_tau": 0.3284877836704254, "torsion": 0.0, "alignment": 2.55361270904541, "S_field": 0.18515819311141968, "Gamma_field": 0.27497804164886475, "S_over_Gamma": 0.673356294631958, "Da": 15.772211074829102, "E_coh": 0.7546248435974121, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.61, 31.94 ], [ -81.57, 31.94 ], [ -81.55, 31.93 ], [ -81.52, 31.88 ], [ -81.52, 31.82 ], [ -81.54, 31.82 ], [ -81.57, 31.79 ], [ -81.63, 31.79 ], [ -81.67, 31.83 ], [ -81.67, 31.89 ], [ -81.61, 31.94 ] ] ] }, "raw_probability": 0.0555, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "8796c661d3f2b432b2b1b2799388789fd218b141fa8e1a302dad84d45cc04a4d", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0555, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "85b03d3d3140a4f2f0d2a3d09d61098e57dcd07360c11ae6582883030d064a29", "signature": { "alg": "ed25519", "sig": "ccf628e7d1d8771f1830a61221ebabf22943364cd1012f2a5b53925d697c1bbb9ee7075f2b3260cb341ac1035fb7d5975222873eb9118e15ea3eaac4ed674a0a" } }, "receipt_sha256": "85b03d3d3140a4f2f0d2a3d09d61098e57dcd07360c11ae6582883030d064a29" }, { "storm_id": "272117", "lat": 32.7738, "lon": -76.9375, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2332.0, "ebshear": 20.0, "srh01": 28.0, "maxllaz": 0.001, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 28.0 }, { "name": "hrrr_pwat", "value": 59.0029 }, { "name": "alignment", "value": 3.706 }, { "name": "tau", "value": 2.7822 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.055 }, "coherence_score": 2.7821803092956543, "coherence_diagnostics": { "tau": 2.7821803092956543, "grad_tau": 0.20986945927143097, "torsion": 0.0, "alignment": 3.7060437202453613, "S_field": 0.47223538160324097, "Gamma_field": 0.2016446888446808, "S_over_Gamma": 2.3419182300567627, "Da": 11.615137100219727, "E_coh": 0.8394660353660583, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.78, 33.05 ], [ -76.7, 33.04 ], [ -76.69, 33.03 ], [ -76.67, 33.03 ], [ -76.65, 33.01 ], [ -76.65, 32.97 ], [ -76.66, 32.95 ], [ -76.71, 32.91 ], [ -76.7, 32.89 ], [ -76.72, 32.86 ], [ -76.72, 32.84 ], [ -76.71, 32.83 ], [ -76.72, 32.82 ], [ -76.72, 32.74 ], [ -76.7, 32.71 ], [ -76.7, 32.66 ], [ -76.71, 32.64 ], [ -76.73, 32.62 ], [ -76.77, 32.6 ], [ -76.86, 32.6 ], [ -76.9, 32.62 ], [ -76.97, 32.62 ], [ -76.98, 32.63 ], [ -77.07, 32.63 ], [ -77.11, 32.61 ], [ -77.09, 32.59 ], [ -77.09, 32.53 ], [ -77.11, 32.52 ], [ -77.14, 32.52 ], [ -77.15, 32.51 ], [ -77.27, 32.51 ], [ -77.29, 32.52 ], [ -77.29, 32.54 ], [ -77.31, 32.58 ], [ -77.29, 32.63 ], [ -77.25, 32.65 ], [ -77.22, 32.63 ], [ -77.19, 32.66 ], [ -77.18, 32.7 ], [ -77.16, 32.72 ], [ -77.12, 32.82 ], [ -77.1, 32.83 ], [ -77.07, 32.83 ], [ -77.06, 32.85 ], [ -77.01, 32.9 ], [ -77.01, 32.93 ], [ -76.97, 32.97 ], [ -76.91, 33.0 ], [ -76.88, 33.0 ], [ -76.84, 33.03 ], [ -76.82, 33.04 ], [ -76.79, 33.04 ], [ -76.78, 33.05 ] ] ] }, "raw_probability": 0.055, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "2efca9e75e788f5c0b401e4faa886d9abe458831f22166e21d773c85ece94d4b", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.055, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8ee453286351fdcf2a518f27c727a28f7e260ba37519780d32fb0697230facaf", "signature": { "alg": "ed25519", "sig": "5fbea3ad558cdad74c965deaf425362b281a3eeb1d503061dd24eb0c8dd3f252a3a033d149a8f551edbf974e9f55c4a209a8e09c9a4b7b8ac5b43cb05be3df0f" } }, "receipt_sha256": "8ee453286351fdcf2a518f27c727a28f7e260ba37519780d32fb0697230facaf" }, { "storm_id": "272151", "lat": 27.8121, "lon": -80.4543, "motion_east": 7.5, "motion_south": -5.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3222.0, "ebshear": 11.0, "srh01": 1.0, "maxllaz": 0.0, "mesh": 0.07, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 1.0 }, { "name": "hrrr_pwat", "value": 51.7529 }, { "name": "alignment", "value": -0.3125 }, { "name": "tau", "value": 2.5098 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0543 }, "coherence_score": 2.5098495483398438, "coherence_diagnostics": { "tau": 2.5098495483398438, "grad_tau": 0.3053258955478668, "torsion": 0.0, "alignment": -0.3125183582305908, "S_field": 0.7464466094970703, "Gamma_field": 0.24664470553398132, "S_over_Gamma": 3.02640438079834, "Da": 15.55780029296875, "E_coh": 0.9746868014335632, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.48, 27.84 ], [ -80.46, 27.83 ], [ -80.43, 27.83 ], [ -80.42, 27.84 ], [ -80.41, 27.83 ], [ -80.41, 27.81 ], [ -80.42, 27.8 ], [ -80.44, 27.81 ], [ -80.45, 27.79 ], [ -80.48, 27.76 ], [ -80.49, 27.76 ], [ -80.49, 27.81 ], [ -80.5, 27.82 ], [ -80.48, 27.84 ] ] ] }, "raw_probability": 0.0543, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "9529649e4c7daf84e8d8baf0c2c16dba7d2cddf861029b75238bcd66fccdc7c1", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0543, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "61ba04fb18a6323f6a36b657c2e02585d79d2a76e8041fa4e6e08ba4e9ffd4e1", "signature": { "alg": "ed25519", "sig": "997c8e295dad2e9e411f8b9ffdcd8fbc3815a7f8fe5180c2545f7f21d7812f3543240a1472b2ab00e43ef64a3eb2348f091ed7ea4bb39fbcfa9c29c9cf85f707" } }, "receipt_sha256": "61ba04fb18a6323f6a36b657c2e02585d79d2a76e8041fa4e6e08ba4e9ffd4e1" }, { "storm_id": "271951", "lat": 49.4378, "lon": -96.8656, "motion_east": 7.2, "motion_south": -5.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 33.0, "ebshear": 9.0, "srh01": 4.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 4.0 }, { "name": "hrrr_pwat", "value": 16.0029 }, { "name": "alignment", "value": 2.6066 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0542 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.4004647433757782, "torsion": 0.0, "alignment": 2.606635093688965, "S_field": 0.2637271285057068, "Gamma_field": 0.28914469480514526, "S_over_Gamma": 0.9120939373970032, "Da": 14.968605995178223, "E_coh": 0.12434183806180954, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -96.87, 49.47 ], [ -96.85, 49.47 ], [ -96.83, 49.45 ], [ -96.83, 49.42 ], [ -96.85, 49.4 ], [ -96.89, 49.4 ], [ -96.9, 49.41 ], [ -96.9, 49.45 ], [ -96.87, 49.47 ] ] ] }, "raw_probability": 0.0542, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "6f171aa2a52b21fb4f5be4813b289459abad54cb2d064d2df7791390c16e19f4", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0542, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9c1025e6579fac29d2c5a741c4ee2f24e881bc0e07028f45e058c3b68946721f", "signature": { "alg": "ed25519", "sig": "3322bf09e28bd1c34b2c2c0f417a4c9217e807e3cfafd6a535a56cb78bc57451e5ade3c861511deeef828dd197b65d61e93277a49a4f5c4a191102c09971d801" } }, "receipt_sha256": "9c1025e6579fac29d2c5a741c4ee2f24e881bc0e07028f45e058c3b68946721f" }, { "storm_id": "272127", "lat": 49.4436, "lon": -94.2682, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 442.0, "ebshear": 43.0, "srh01": 31.0, "maxllaz": 0.019, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 31.0 }, { "name": "hrrr_pwat", "value": 22.7529 }, { "name": "alignment", "value": -0.7684 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.019 } ], "model_scores": { "gbt_prob": 0.0532 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.3909127712249756, "torsion": 0.0, "alignment": -0.7683649063110352, "S_field": 0.25359997153282166, "Gamma_field": 0.3066447079181671, "S_over_Gamma": 0.8270156383514404, "Da": 16.09929084777832, "E_coh": 0.33872002363204956, "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": [ [ [ -94.25, 49.48 ], [ -94.23, 49.46 ], [ -94.23, 49.43 ], [ -94.25, 49.4 ], [ -94.26, 49.41 ], [ -94.3, 49.41 ], [ -94.31, 49.42 ], [ -94.31, 49.45 ], [ -94.29, 49.47 ], [ -94.27, 49.47 ], [ -94.25, 49.48 ] ] ] }, "raw_probability": 0.0532, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "2a268592bcf19b4c991cbfb165c9f291ea429c1072d739fd2e1fa52c0b943fa6", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0532, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "78fdc71e5e82535cd56d227d62c72693e65d0f08500255bd5490bfe133f6d84f", "signature": { "alg": "ed25519", "sig": "d29f518ab211efe102ca3236715516a59ae0b5c48f5c1ca150c6bfd027f9a5135c6e3d4689aadeaf57548ddee3063849f75565d4a1cf514c7293508aa589e00e" } }, "receipt_sha256": "78fdc71e5e82535cd56d227d62c72693e65d0f08500255bd5490bfe133f6d84f" }, { "storm_id": "272092", "lat": 49.3778, "lon": -97.0867, "motion_east": 7.1, "motion_south": -5.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 41.0, "ebshear": 13.0, "srh01": 0.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 16.0029 }, { "name": "alignment", "value": 2.6066 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0523 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.4004647433757782, "torsion": 0.0, "alignment": 2.606635093688965, "S_field": 0.2637271285057068, "Gamma_field": 0.28914469480514526, "S_over_Gamma": 0.9120939373970032, "Da": 14.968605995178223, "E_coh": 0.12434183806180954, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -97.09, 49.42 ], [ -97.07, 49.42 ], [ -97.04, 49.4 ], [ -97.04, 49.36 ], [ -97.07, 49.33 ], [ -97.12, 49.33 ], [ -97.13, 49.34 ], [ -97.13, 49.38 ], [ -97.09, 49.42 ] ] ] }, "raw_probability": 0.0523, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "979424a5d4592c50be68d2a25d85b74fc5f8aa16ef7f692c5890e5aead134663", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0523, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9d201a24e103e3d493d87652be4b2d9235397352d16e935efdaf36a1fe9c2b95", "signature": { "alg": "ed25519", "sig": "81453898ddbb5309f3e366fc5fac2424f160b44f61ab5ef43925d8c3f88ee4e15e33c05d498c17731874af46d56bada14e415199000d94b16f8a4bae8f93360f" } }, "receipt_sha256": "9d201a24e103e3d493d87652be4b2d9235397352d16e935efdaf36a1fe9c2b95" }, { "storm_id": "272093", "lat": 49.3478, "lon": -97.2322, "motion_east": 7.0, "motion_south": -5.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 60.0, "ebshear": 16.0, "srh01": 0.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 16.0029 }, { "name": "alignment", "value": 2.6066 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0523 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.4004647433757782, "torsion": 0.0, "alignment": 2.606635093688965, "S_field": 0.2637271285057068, "Gamma_field": 0.28914469480514526, "S_over_Gamma": 0.9120939373970032, "Da": 14.968605995178223, "E_coh": 0.12434183806180954, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -97.25, 49.38 ], [ -97.2, 49.38 ], [ -97.19, 49.37 ], [ -97.19, 49.33 ], [ -97.23, 49.3 ], [ -97.24, 49.3 ], [ -97.27, 49.33 ], [ -97.27, 49.36 ], [ -97.25, 49.38 ] ] ] }, "raw_probability": 0.0523, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "979424a5d4592c50be68d2a25d85b74fc5f8aa16ef7f692c5890e5aead134663", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0523, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9d201a24e103e3d493d87652be4b2d9235397352d16e935efdaf36a1fe9c2b95", "signature": { "alg": "ed25519", "sig": "81453898ddbb5309f3e366fc5fac2424f160b44f61ab5ef43925d8c3f88ee4e15e33c05d498c17731874af46d56bada14e415199000d94b16f8a4bae8f93360f" } }, "receipt_sha256": "9d201a24e103e3d493d87652be4b2d9235397352d16e935efdaf36a1fe9c2b95" }, { "storm_id": "271637", "lat": 27.1178, "lon": -79.0189, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2950.0, "ebshear": 9.0, "srh01": 2.0, "maxllaz": 0.001, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 2.0 }, { "name": "hrrr_pwat", "value": 50.5029 }, { "name": "alignment", "value": 1.9581 }, { "name": "tau", "value": 2.1784 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0519 }, "coherence_score": 2.1784098148345947, "coherence_diagnostics": { "tau": 2.1784098148345947, "grad_tau": 0.49456968903541565, "torsion": 0.0, "alignment": 1.9581236839294434, "S_field": 0.9728611707687378, "Gamma_field": 0.24414469301700592, "S_over_Gamma": 3.9847729206085205, "Da": 14.838318824768066, "E_coh": 0.9510294795036316, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -79.04, 27.15 ], [ -79.0, 27.15 ], [ -78.98, 27.13 ], [ -78.98, 27.09 ], [ -78.99, 27.08 ], [ -79.04, 27.08 ], [ -79.05, 27.1 ], [ -79.05, 27.13 ], [ -79.04, 27.15 ] ] ] }, "raw_probability": 0.0519, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "7f7e49b657f99149a29bffc015d3ed7edbbefa66d34f1096eacb6f4c32c2a2df", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0519, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "bb5ba83313684fad02896edda77fb9798830cd9d1b7736da9d357bc7db68f1bb", "signature": { "alg": "ed25519", "sig": "2334c274049723b1d7b6d424005deaf91de32fd71022dbbe1b4add67f0116a38c396ab83f94d7f99767f16993d0bf2b884e93933d0cb4cb078d1744126a6f20b" } }, "receipt_sha256": "bb5ba83313684fad02896edda77fb9798830cd9d1b7736da9d357bc7db68f1bb" }, { "storm_id": "271221", "lat": 26.1353, "lon": -80.2653, "motion_east": 2.2, "motion_south": -4.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3854.0, "ebshear": 12.0, "srh01": 14.0, "maxllaz": 0.006, "mesh": 0.26, "flash_rate": 6.0, "top_features": [ { "name": "srh01", "value": 14.0 }, { "name": "hrrr_pwat", "value": 47.6279 }, { "name": "alignment", "value": 1.0848 }, { "name": "tau", "value": 1.4152 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.0514 }, "coherence_score": 1.415184736251831, "coherence_diagnostics": { "tau": 1.415184736251831, "grad_tau": 1.077426552772522, "torsion": 0.0, "alignment": 1.0847924947738647, "S_field": 1.0823103189468384, "Gamma_field": 0.22247803211212158, "S_over_Gamma": 4.864796161651611, "Da": 13.3600435256958, "E_coh": 0.9751283526420593, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.25, 26.26 ], [ -80.22, 26.26 ], [ -80.21, 26.25 ], [ -80.21, 26.17 ], [ -80.22, 26.16 ], [ -80.22, 26.13 ], [ -80.25, 26.09 ], [ -80.24, 26.07 ], [ -80.26, 26.04 ], [ -80.26, 26.02 ], [ -80.27, 26.01 ], [ -80.32, 26.01 ], [ -80.33, 26.02 ], [ -80.33, 26.07 ], [ -80.31, 26.1 ], [ -80.31, 26.2 ], [ -80.29, 26.22 ], [ -80.29, 26.23 ], [ -80.25, 26.26 ] ] ] }, "raw_probability": 0.0514, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "cc6e13c845e893c986b3529be759b4f9f16379878c0bed6eef2a000e9a9b5372", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0514, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6e43eb0c4dc8e126007c91d7663a01df31de2939b8d5f999950782ebbc09fa4a", "signature": { "alg": "ed25519", "sig": "3a4a103524e3fc347c285fd6d7f062a5bc6fa9f01f7a07e1382ff83099a84c7cbcf4084d19d96674632e0a3f14a56da164cb953133bc9f6f1d0b30eb3ef7c401" } }, "receipt_sha256": "6e43eb0c4dc8e126007c91d7663a01df31de2939b8d5f999950782ebbc09fa4a" }, { "storm_id": "272015", "lat": 31.2319, "lon": -82.6283, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1919.0, "ebshear": 16.0, "srh01": 55.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 55.0 }, { "name": "hrrr_pwat", "value": 31.2529 }, { "name": "alignment", "value": 5.5931 }, { "name": "tau", "value": 1.6994 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0512 }, "coherence_score": 1.6994001865386963, "coherence_diagnostics": { "tau": 1.6994001865386963, "grad_tau": 0.3135141134262085, "torsion": 0.0, "alignment": 5.593071460723877, "S_field": 0.08029288798570633, "Gamma_field": 0.30997803807258606, "S_over_Gamma": 0.2590276598930359, "Da": 18.20667839050293, "E_coh": 0.08930663019418716, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.65, 31.28 ], [ -82.64, 31.28 ], [ -82.65, 31.27 ], [ -82.64, 31.26 ], [ -82.63, 31.26 ], [ -82.63, 31.25 ], [ -82.62, 31.24 ], [ -82.61, 31.24 ], [ -82.6, 31.24 ], [ -82.59, 31.25 ], [ -82.58, 31.26 ], [ -82.57, 31.26 ], [ -82.57, 31.25 ], [ -82.58, 31.24 ], [ -82.59, 31.24 ], [ -82.6, 31.23 ], [ -82.61, 31.23 ], [ -82.62, 31.22 ], [ -82.62, 31.21 ], [ -82.62, 31.2 ], [ -82.62, 31.19 ], [ -82.62, 31.18 ], [ -82.63, 31.18 ], [ -82.64, 31.18 ], [ -82.65, 31.18 ], [ -82.66, 31.18 ], [ -82.66, 31.19 ], [ -82.67, 31.2 ], [ -82.67, 31.21 ], [ -82.67, 31.22 ], [ -82.66, 31.23 ], [ -82.65, 31.24 ], [ -82.65, 31.25 ], [ -82.65, 31.26 ], [ -82.65, 31.27 ], [ -82.65, 31.28 ] ] ] }, "raw_probability": 0.0512, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "a8bb803d5272ab3b01af1415f3ba091566b0144ab1e4094fca582b58e8026a91", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0512, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "fb9195be1c6e173a3926f1ddc41a57730b547da87ceb7244992ff72f1e39483a", "signature": { "alg": "ed25519", "sig": "f1d26b630a4f25d93dfd7a56779d7195991b094fca373ab29281132b677990f42a115c19a3ceb65e68980cc5b4b0aff4e4d0a12d4a85e35e89f9b23928e6440d" } }, "receipt_sha256": "fb9195be1c6e173a3926f1ddc41a57730b547da87ceb7244992ff72f1e39483a" }, { "storm_id": "271903", "lat": 24.546, "lon": -77.837, "motion_east": 1.1, "motion_south": 2.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3360.0, "ebshear": 8.0, "srh01": 29.0, "maxllaz": 0.001, "mesh": 0.47, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 29.0 }, { "name": "hrrr_pwat", "value": 51.8779 }, { "name": "alignment", "value": 3.2684 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0505 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 1.5303850173950195, "torsion": 0.0, "alignment": 3.268364906311035, "S_field": 1.1138635873794556, "Gamma_field": 0.26081135869026184, "S_over_Gamma": 4.270763397216797, "Da": 15.63619327545166, "E_coh": 0.9743040204048157, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.85, 24.58 ], [ -77.81, 24.58 ], [ -77.79, 24.56 ], [ -77.79, 24.53 ], [ -77.8, 24.51 ], [ -77.86, 24.51 ], [ -77.87, 24.52 ], [ -77.87, 24.54 ], [ -77.88, 24.55 ], [ -77.85, 24.58 ] ] ] }, "raw_probability": 0.0505, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "2fdf9de63241fc0d85a2a26296fcbaed31a5aad453b26030c2f7646ac437a025", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0505, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "41961fac2637755c3066e9f1f525ae7136cf050384dc25408cd1d4ef9728743c", "signature": { "alg": "ed25519", "sig": "c325657544968081eb6f9e06bc3af851b61a405400e1ff4947878497260d64afd9b1869e7bd4e183d4c194f6f7303827264b73bb51befb54ac937b0647aefd0f" } }, "receipt_sha256": "41961fac2637755c3066e9f1f525ae7136cf050384dc25408cd1d4ef9728743c" }, { "storm_id": "272119", "lat": 31.6982, "lon": -81.7282, "motion_east": 4.6, "motion_south": -1.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2177.0, "ebshear": 12.0, "srh01": 53.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 53.0 }, { "name": "hrrr_pwat", "value": 33.3779 }, { "name": "alignment", "value": 2.5536 }, { "name": "tau", "value": 1.7957 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0504 }, "coherence_score": 1.7957005500793457, "coherence_diagnostics": { "tau": 1.7957005500793457, "grad_tau": 0.3284877836704254, "torsion": 0.0, "alignment": 2.55361270904541, "S_field": 0.18515819311141968, "Gamma_field": 0.27497804164886475, "S_over_Gamma": 0.673356294631958, "Da": 15.772211074829102, "E_coh": 0.7546248435974121, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.74, 31.74 ], [ -81.7, 31.74 ], [ -81.69, 31.71 ], [ -81.7, 31.7 ], [ -81.7, 31.68 ], [ -81.71, 31.68 ], [ -81.73, 31.66 ], [ -81.76, 31.66 ], [ -81.77, 31.67 ], [ -81.77, 31.7 ], [ -81.74, 31.74 ] ] ] }, "raw_probability": 0.0504, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "a73074cd66cd9d5021f968cf112d15c1762061dfbbdd33cd506cf23fec228b79", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0504, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "75093fda95ee6ad8dc86f7b87eb78bf4c16e0e0ee8febe60f666c7cb2457a4ee", "signature": { "alg": "ed25519", "sig": "b69e0147770ece7aac93e32d78ee00e998b3f77d617078a0f92efccc0a578d0cbf116c43e14c8607e871057ccaa904429d57c0662d71a6a533d737bca5b93606" } }, "receipt_sha256": "75093fda95ee6ad8dc86f7b87eb78bf4c16e0e0ee8febe60f666c7cb2457a4ee" }, { "storm_id": "271656", "lat": 25.048, "lon": -78.0253, "motion_east": 0.2, "motion_south": 0.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3669.0, "ebshear": 9.0, "srh01": 35.0, "maxllaz": 0.002, "mesh": 0.48, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 35.0 }, { "name": "hrrr_pwat", "value": 50.1279 }, { "name": "alignment", "value": 0.9559 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0501 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 1.5074541568756104, "torsion": 0.0, "alignment": 0.9558649063110352, "S_field": 1.016600489616394, "Gamma_field": 0.24331136047840118, "S_over_Gamma": 4.178187370300293, "Da": 14.503332138061523, "E_coh": 0.977657675743103, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.96, 25.14 ], [ -77.94, 25.14 ], [ -77.93, 25.08 ], [ -77.96, 25.02 ], [ -77.98, 25.0 ], [ -78.0, 25.01 ], [ -78.04, 24.99 ], [ -78.08, 24.99 ], [ -78.09, 24.98 ], [ -78.14, 24.97 ], [ -78.13, 25.02 ], [ -78.1, 25.06 ], [ -78.07, 25.06 ], [ -78.0, 25.12 ], [ -77.96, 25.14 ] ] ] }, "raw_probability": 0.0501, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "8c5c2b5106ad73eabd4da00166ef825c6f8803f1c9c07fdbbfc76d252d408601", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0501, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c3f4fc71865ba20ca96621983cb998a8b63c3221ea0c5bfecbb04477fdfffa18", "signature": { "alg": "ed25519", "sig": "abb8f67cb03e8862a8302f00318cc92e0044e237860d3a186e2f26513bf0229a0246bf1e3df599eb6c523ec44e87012fa1b88c1ebef4b98e49673fd96488020b" } }, "receipt_sha256": "c3f4fc71865ba20ca96621983cb998a8b63c3221ea0c5bfecbb04477fdfffa18" }, { "storm_id": "271551", "lat": 24.803, "lon": -78.6895, "motion_east": 2.1, "motion_south": -1.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3901.0, "ebshear": 8.0, "srh01": 1.0, "maxllaz": 0.002, "mesh": 0.32, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 1.0 }, { "name": "hrrr_pwat", "value": 50.1279 }, { "name": "alignment", "value": 0.9559 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.05 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 1.5074541568756104, "torsion": 0.0, "alignment": 0.9558649063110352, "S_field": 1.016600489616394, "Gamma_field": 0.24331136047840118, "S_over_Gamma": 4.178187370300293, "Da": 14.503332138061523, "E_coh": 0.977657675743103, "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": [ [ [ -78.73, 24.92 ], [ -78.69, 24.92 ], [ -78.68, 24.91 ], [ -78.68, 24.89 ], [ -78.66, 24.87 ], [ -78.66, 24.85 ], [ -78.65, 24.84 ], [ -78.65, 24.78 ], [ -78.62, 24.75 ], [ -78.62, 24.68 ], [ -78.63, 24.67 ], [ -78.65, 24.69 ], [ -78.69, 24.68 ], [ -78.71, 24.73 ], [ -78.72, 24.74 ], [ -78.74, 24.74 ], [ -78.74, 24.77 ], [ -78.77, 24.82 ], [ -78.77, 24.89 ], [ -78.73, 24.92 ] ] ] }, "raw_probability": 0.05, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "7f925b2036e92fe2f1f0697c3aedfff74d719c1ee2cb6b739d7c30484e75972c", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.05, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "668a6b04b1883ac0d2725fc7e35b2b8f5a3c66964ff80b5cf9aed5e793af95a0", "signature": { "alg": "ed25519", "sig": "8ca7252d11dd4bea7fc7416e9539953935abfaf58215d8f2b1171324d6c981d462064dec8d2c91bda14bbdfe3b7698f34e7de967f01f86f3bcad5981d18b5e0b" } }, "receipt_sha256": "668a6b04b1883ac0d2725fc7e35b2b8f5a3c66964ff80b5cf9aed5e793af95a0" }, { "storm_id": "272095", "lat": 49.2678, "lon": -96.1956, "motion_east": 5.6, "motion_south": -2.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 156.0, "ebshear": 30.0, "srh01": 0.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 19.0029 }, { "name": "alignment", "value": 2.6691 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.05 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.3914797306060791, "torsion": 0.0, "alignment": 2.669135093688965, "S_field": 0.15579690039157867, "Gamma_field": 0.28414472937583923, "S_over_Gamma": 0.5483012199401855, "Da": 15.235881805419922, "E_coh": 0.7820205092430115, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -96.22, 49.3 ], [ -96.17, 49.3 ], [ -96.16, 49.29 ], [ -96.15, 49.25 ], [ -96.18, 49.22 ], [ -96.2, 49.22 ], [ -96.23, 49.24 ], [ -96.23, 49.29 ], [ -96.22, 49.3 ] ] ] }, "raw_probability": 0.05, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "7f925b2036e92fe2f1f0697c3aedfff74d719c1ee2cb6b739d7c30484e75972c", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.05, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "668a6b04b1883ac0d2725fc7e35b2b8f5a3c66964ff80b5cf9aed5e793af95a0", "signature": { "alg": "ed25519", "sig": "8ca7252d11dd4bea7fc7416e9539953935abfaf58215d8f2b1171324d6c981d462064dec8d2c91bda14bbdfe3b7698f34e7de967f01f86f3bcad5981d18b5e0b" } }, "receipt_sha256": "668a6b04b1883ac0d2725fc7e35b2b8f5a3c66964ff80b5cf9aed5e793af95a0" }, { "storm_id": "272126", "lat": 24.3417, "lon": -79.5906, "motion_east": 3.5, "motion_south": -1.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 4129.0, "ebshear": 11.0, "srh01": 2.0, "maxllaz": 0.001, "mesh": 0.19, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 2.0 }, { "name": "hrrr_pwat", "value": 51.3779 }, { "name": "alignment", "value": 0.3934 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.05 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 1.4423367977142334, "torsion": 0.0, "alignment": 0.39336490631103516, "S_field": 1.1366724967956543, "Gamma_field": 0.21664468944072723, "S_over_Gamma": 5.246713161468506, "Da": 12.8991117477417, "E_coh": 0.9834436774253845, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -79.6, 24.38 ], [ -79.59, 24.37 ], [ -79.54, 24.37 ], [ -79.53, 24.33 ], [ -79.52, 24.32 ], [ -79.5, 24.32 ], [ -79.5, 24.31 ], [ -79.53, 24.31 ], [ -79.54, 24.29 ], [ -79.63, 24.3 ], [ -79.64, 24.31 ], [ -79.65, 24.35 ], [ -79.66, 24.36 ], [ -79.67, 24.35 ], [ -79.67, 24.36 ], [ -79.65, 24.37 ], [ -79.61, 24.37 ], [ -79.6, 24.38 ] ] ] }, "raw_probability": 0.05, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "7f925b2036e92fe2f1f0697c3aedfff74d719c1ee2cb6b739d7c30484e75972c", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.05, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "668a6b04b1883ac0d2725fc7e35b2b8f5a3c66964ff80b5cf9aed5e793af95a0", "signature": { "alg": "ed25519", "sig": "8ca7252d11dd4bea7fc7416e9539953935abfaf58215d8f2b1171324d6c981d462064dec8d2c91bda14bbdfe3b7698f34e7de967f01f86f3bcad5981d18b5e0b" } }, "receipt_sha256": "668a6b04b1883ac0d2725fc7e35b2b8f5a3c66964ff80b5cf9aed5e793af95a0" }, { "storm_id": "271978", "lat": 50.82, "lon": -88.6333, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 550.0, "ebshear": 26.0, "srh01": 45.0, "maxllaz": 0.0, "mesh": 0.33, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 45.0 }, { "name": "hrrr_pwat", "value": 29.6279 }, { "name": "alignment", "value": -2.5809 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0497 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.1386968046426773, "torsion": 0.0, "alignment": -2.580864906311035, "S_field": 0.33756518363952637, "Gamma_field": 0.4449780285358429, "S_over_Gamma": 0.7586109042167664, "Da": 28.192554473876953, "E_coh": 0.7011270523071289, "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": [ [ [ -88.64, 50.86 ], [ -88.59, 50.86 ], [ -88.57, 50.83 ], [ -88.57, 50.8 ], [ -88.59, 50.78 ], [ -88.63, 50.76 ], [ -88.67, 50.77 ], [ -88.69, 50.79 ], [ -88.69, 50.83 ], [ -88.67, 50.85 ], [ -88.65, 50.85 ], [ -88.64, 50.86 ] ] ] }, "raw_probability": 0.0497, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "7c5f97ef5cde80434630353350d8800c77ef81b8a4119c71a06652cec61091f2", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0497, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "628773a616ad53f3b7271e06dfe8d9021b7aaef56a6200c9a29ff897e11db30d", "signature": { "alg": "ed25519", "sig": "f80240d63f336424bb2d8bf47da5510e4abf6700f073017fa2d58fba4f0d0442b13832bdedf5619d60aa69c3909b496ab181f2938eb70a0764f4435b0e997d03" } }, "receipt_sha256": "628773a616ad53f3b7271e06dfe8d9021b7aaef56a6200c9a29ff897e11db30d" }, { "storm_id": "272056", "lat": 49.356, "lon": -94.344, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 775.0, "ebshear": 38.0, "srh01": 27.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 27.0 }, { "name": "hrrr_pwat", "value": 22.7529 }, { "name": "alignment", "value": -0.7684 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0488 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.3909127712249756, "torsion": 0.0, "alignment": -0.7683649063110352, "S_field": 0.25359997153282166, "Gamma_field": 0.3066447079181671, "S_over_Gamma": 0.8270156383514404, "Da": 16.09929084777832, "E_coh": 0.33872002363204956, "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": [ [ [ -94.34, 49.39 ], [ -94.3, 49.39 ], [ -94.31, 49.38 ], [ -94.31, 49.32 ], [ -94.32, 49.31 ], [ -94.37, 49.31 ], [ -94.39, 49.33 ], [ -94.39, 49.37 ], [ -94.37, 49.37 ], [ -94.34, 49.39 ] ] ] }, "raw_probability": 0.0488, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "5f3eae09c899d9dfbdc31362943b754d0e9d07f9aaf452eb38d22704d5cbe80a", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0488, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2723bb13347d800d93bc59706b7c7496f09c06b1b3c57ea2adf3a4d8a08f8d90", "signature": { "alg": "ed25519", "sig": "099f22880a2dbc324d56408605c52f2e9b5893ece31e894821eb4233de017b249851c2b981990c2936a63f35026a7a6ef5675c2fab777ccf247b7aeb84f9170b" } }, "receipt_sha256": "2723bb13347d800d93bc59706b7c7496f09c06b1b3c57ea2adf3a4d8a08f8d90" }, { "storm_id": "271980", "lat": 49.5254, "lon": -95.2565, "motion_east": 4.8, "motion_south": 0.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 5.0, "ebshear": 5.0, "srh01": 13.0, "maxllaz": 0.008, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 13.0 }, { "name": "hrrr_pwat", "value": 21.3779 }, { "name": "alignment", "value": 1.7941 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.008 } ], "model_scores": { "gbt_prob": 0.0482 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.3879637122154236, "torsion": 0.0, "alignment": 1.7941350936889648, "S_field": 0.24640394747257233, "Gamma_field": 0.2716447114944458, "S_over_Gamma": 0.9070817232131958, "Da": 14.191697120666504, "E_coh": 0.4463323950767517, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -95.23, 49.64 ], [ -95.13, 49.64 ], [ -95.11, 49.62 ], [ -95.1, 49.62 ], [ -95.1, 49.57 ], [ -95.14, 49.55 ], [ -95.17, 49.52 ], [ -95.17, 49.47 ], [ -95.2, 49.44 ], [ -95.24, 49.43 ], [ -95.25, 49.42 ], [ -95.27, 49.42 ], [ -95.3, 49.4 ], [ -95.38, 49.4 ], [ -95.42, 49.42 ], [ -95.43, 49.43 ], [ -95.44, 49.47 ], [ -95.42, 49.49 ], [ -95.3, 49.51 ], [ -95.28, 49.53 ], [ -95.3, 49.57 ], [ -95.28, 49.59 ], [ -95.28, 49.61 ], [ -95.26, 49.63 ], [ -95.24, 49.63 ], [ -95.23, 49.64 ] ] ] }, "raw_probability": 0.0482, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "57fc206baa23ef35103187de241e8ed3ae606ee5d1fb9b738a70cccbe9289a6d", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0482, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2748a0fd1e297d8590104e6d9e575ddb81cf6936ac0ff068acc5ce1a99f8fc04", "signature": { "alg": "ed25519", "sig": "7beacdb6f7b1d00ab4af2391ba8c29cb7d8bcde8aadd1fea94f5f148c9cf3fccf3239fa66d337962f55abedc21d83a6307828ad6bc9d71e0a3fe55c056ce0e0e" } }, "receipt_sha256": "2748a0fd1e297d8590104e6d9e575ddb81cf6936ac0ff068acc5ce1a99f8fc04" }, { "storm_id": "271833", "lat": 47.8132, "lon": -105.7284, "motion_east": 8.1, "motion_south": -5.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 46.0, "ebshear": 10.0, "srh01": 0.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 16.3779 }, { "name": "alignment", "value": 4.0258 }, { "name": "tau", "value": 0.4551 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0479 }, "coherence_score": 0.45514774322509766, "coherence_diagnostics": { "tau": 0.45514774322509766, "grad_tau": 0.1336352825164795, "torsion": 0.0, "alignment": 4.025822162628174, "S_field": 0.14531995356082916, "Gamma_field": 0.27997803688049316, "S_over_Gamma": 0.5190405249595642, "Da": 17.38825225830078, "E_coh": 0.3407718241214752, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -105.63, 47.91 ], [ -105.59, 47.91 ], [ -105.57, 47.89 ], [ -105.57, 47.87 ], [ -105.58, 47.85 ], [ -105.65, 47.79 ], [ -105.67, 47.79 ], [ -105.72, 47.76 ], [ -105.75, 47.76 ], [ -105.77, 47.74 ], [ -105.8, 47.74 ], [ -105.81, 47.73 ], [ -105.84, 47.73 ], [ -105.89, 47.76 ], [ -105.9, 47.8 ], [ -105.87, 47.83 ], [ -105.85, 47.84 ], [ -105.75, 47.84 ], [ -105.63, 47.91 ] ] ] }, "raw_probability": 0.0479, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "b8eca5d2497b6797fd56e67a1dcdd96f4ec8fcf4ac661975d5e9039f0b1b947e", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0479, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2da682fe42c263b2884b28d20ac1473616a54a24dc4da0944b658c2575ff1cee", "signature": { "alg": "ed25519", "sig": "f3ee83ef1e34e191b1ed2c258b9ac5edba6f29581fd1bcdbca2c487a39db802ec011dd14abc5628d96d6585690765919e64a414e77fbdbcdfe1f43e067b45207" } }, "receipt_sha256": "2da682fe42c263b2884b28d20ac1473616a54a24dc4da0944b658c2575ff1cee" }, { "storm_id": "272096", "lat": 49.1525, "lon": -97.8912, "motion_east": 5.1, "motion_south": -1.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 40.0, "ebshear": 18.0, "srh01": 0.0, "maxllaz": 0.004, "mesh": 0.07, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 18.7529 }, { "name": "alignment", "value": 2.2941 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0474 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.39288878440856934, "torsion": 0.0, "alignment": 2.294135093688965, "S_field": 0.18558825552463531, "Gamma_field": 0.2416446954011917, "S_over_Gamma": 0.7680212259292603, "Da": 12.969297409057617, "E_coh": 0.194507896900177, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -97.89, 49.19 ], [ -97.85, 49.19 ], [ -97.84, 49.18 ], [ -97.84, 49.13 ], [ -97.92, 49.09 ], [ -97.95, 49.11 ], [ -97.95, 49.14 ], [ -97.89, 49.19 ] ] ] }, "raw_probability": 0.0474, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "4595dbd941bebad076e5c01020131c71faf04b17c2318ad2aabcb5bdda8d1fc3", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0474, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5fc7af78afa61fa148cdef537634e96bc2fb37a898166ae4d666ad939fb80f72", "signature": { "alg": "ed25519", "sig": "3173e935b8320f2816e3174633d83e6364ab181d8e79c235b82dc4d4e8dd5b5f27fff2849a5963dff18cff1426d4bb9ea551663eaad60e60bab9422ceeee510e" } }, "receipt_sha256": "5fc7af78afa61fa148cdef537634e96bc2fb37a898166ae4d666ad939fb80f72" }, { "storm_id": "272022", "lat": 25.0075, "lon": -78.7892, "motion_east": 2.2, "motion_south": -1.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 4053.0, "ebshear": 10.0, "srh01": 0.0, "maxllaz": 0.001, "mesh": 0.18, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 50.1279 }, { "name": "alignment", "value": 0.9559 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0471 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 1.5074541568756104, "torsion": 0.0, "alignment": 0.9558649063110352, "S_field": 1.016600489616394, "Gamma_field": 0.24331136047840118, "S_over_Gamma": 4.178187370300293, "Da": 14.503332138061523, "E_coh": 0.977657675743103, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.78, 25.07 ], [ -78.73, 25.07 ], [ -78.73, 24.99 ], [ -78.74, 24.99 ], [ -78.76, 24.97 ], [ -78.8, 24.97 ], [ -78.81, 24.96 ], [ -78.84, 24.96 ], [ -78.84, 25.0 ], [ -78.83, 25.01 ], [ -78.83, 25.03 ], [ -78.78, 25.07 ] ] ] }, "raw_probability": 0.0471, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "0b2282f1f13653deea1fd26bcc29bf6169128f4cc87b31a6af9dd4655a40adb1", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0471, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4a66d3f350fbd864167b9fee38e04194146483a86d3f2cdc871877c92b00d380", "signature": { "alg": "ed25519", "sig": "b0e225620f8073abe1439c135c29d2969d3da6ffec24ccb0772d3fac247bbcbfef7c070c8c587a029144afbfc0d5c422faa3335ac98720b45d42e34633dc1406" } }, "receipt_sha256": "4a66d3f350fbd864167b9fee38e04194146483a86d3f2cdc871877c92b00d380" }, { "storm_id": "272023", "lat": 24.8533, "lon": -79.9942, "motion_east": 3.2, "motion_south": -2.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 4581.0, "ebshear": 15.0, "srh01": 0.0, "maxllaz": 0.001, "mesh": 0.25, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 50.6279 }, { "name": "alignment", "value": 0.2684 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0471 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 1.415184736251831, "torsion": 0.0, "alignment": 0.26836490631103516, "S_field": 1.1675920486450195, "Gamma_field": 0.2183113545179367, "S_over_Gamma": 5.348288059234619, "Da": 13.037785530090332, "E_coh": 0.9825799465179443, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.02, 24.89 ], [ -79.94, 24.89 ], [ -79.94, 24.86 ], [ -79.95, 24.85 ], [ -79.94, 24.81 ], [ -80.0, 24.81 ], [ -80.02, 24.82 ], [ -80.03, 24.83 ], [ -80.02, 24.84 ], [ -80.02, 24.87 ], [ -80.03, 24.88 ], [ -80.02, 24.89 ] ] ] }, "raw_probability": 0.0471, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "0b2282f1f13653deea1fd26bcc29bf6169128f4cc87b31a6af9dd4655a40adb1", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0471, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4a66d3f350fbd864167b9fee38e04194146483a86d3f2cdc871877c92b00d380", "signature": { "alg": "ed25519", "sig": "b0e225620f8073abe1439c135c29d2969d3da6ffec24ccb0772d3fac247bbcbfef7c070c8c587a029144afbfc0d5c422faa3335ac98720b45d42e34633dc1406" } }, "receipt_sha256": "4a66d3f350fbd864167b9fee38e04194146483a86d3f2cdc871877c92b00d380" }, { "storm_id": "271517", "lat": 24.7767, "lon": -79.5971, "motion_east": 2.4, "motion_south": -4.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 4028.0, "ebshear": 12.0, "srh01": 3.0, "maxllaz": 0.002, "mesh": 0.21, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 3.0 }, { "name": "hrrr_pwat", "value": 51.3779 }, { "name": "alignment", "value": 0.3934 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0467 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 1.4423367977142334, "torsion": 0.0, "alignment": 0.39336490631103516, "S_field": 1.1366724967956543, "Gamma_field": 0.21664468944072723, "S_over_Gamma": 5.246713161468506, "Da": 12.8991117477417, "E_coh": 0.9834436774253845, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -79.57, 24.86 ], [ -79.55, 24.86 ], [ -79.55, 24.76 ], [ -79.54, 24.75 ], [ -79.55, 24.73 ], [ -79.54, 24.72 ], [ -79.54, 24.68 ], [ -79.56, 24.67 ], [ -79.57, 24.68 ], [ -79.62, 24.68 ], [ -79.65, 24.71 ], [ -79.66, 24.73 ], [ -79.66, 24.8 ], [ -79.67, 24.81 ], [ -79.66, 24.82 ], [ -79.65, 24.81 ], [ -79.63, 24.85 ], [ -79.62, 24.84 ], [ -79.6, 24.85 ], [ -79.58, 24.84 ], [ -79.57, 24.86 ] ] ] }, "raw_probability": 0.0467, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "bc0656e0dcfb174532b206d0d8aa1ab199daf958ee01b884f48e959d10d86fa7", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0467, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b394e97a792e8a803f7a452c96ccf81f9936d9166384f11954e59c37b73d2f39", "signature": { "alg": "ed25519", "sig": "e362def35fa0bfeee17d627133bf4d641867fb3fdc026a63daa0b4c19ca9157630fde5abc5b872fcfc270c98202712ee3796dabffef10c3ab508e12941fc6607" } }, "receipt_sha256": "b394e97a792e8a803f7a452c96ccf81f9936d9166384f11954e59c37b73d2f39" }, { "storm_id": "271055", "lat": 24.2329, "lon": -77.6129, "motion_east": 0.5, "motion_south": 2.6, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3718.0, "ebshear": 13.0, "srh01": 41.0, "maxllaz": 0.0, "mesh": 0.72, "flash_rate": 12.0, "top_features": [ { "name": "srh01", "value": 41.0 }, { "name": "hrrr_pwat", "value": 51.8779 }, { "name": "alignment", "value": 3.2684 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0458 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 1.5303850173950195, "torsion": 0.0, "alignment": 3.268364906311035, "S_field": 1.1138635873794556, "Gamma_field": 0.26081135869026184, "S_over_Gamma": 4.270763397216797, "Da": 15.63619327545166, "E_coh": 0.9743040204048157, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.61, 24.36 ], [ -77.56, 24.36 ], [ -77.55, 24.35 ], [ -77.55, 24.3 ], [ -77.56, 24.29 ], [ -77.55, 24.28 ], [ -77.56, 24.27 ], [ -77.56, 24.21 ], [ -77.55, 24.2 ], [ -77.57, 24.18 ], [ -77.57, 24.17 ], [ -77.59, 24.17 ], [ -77.61, 24.15 ], [ -77.63, 24.15 ], [ -77.64, 24.14 ], [ -77.65, 24.15 ], [ -77.68, 24.15 ], [ -77.69, 24.16 ], [ -77.69, 24.17 ], [ -77.71, 24.19 ], [ -77.71, 24.23 ], [ -77.67, 24.27 ], [ -77.64, 24.33 ], [ -77.61, 24.36 ] ] ] }, "raw_probability": 0.0458, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "8fa22fda17e54b5dca3f6619e2c25d35bac2f1adf3179501342b87b820fd858f", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0458, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1bec008e2f995394024ec36f876cafb853d5a77ae915fa18337e3aeca5238cac", "signature": { "alg": "ed25519", "sig": "477a741eac7e588746e54dfe43c0c39ffbf6d6125f873d2e67e9e620a49ae8fb60bc78ee9ebaca0a2b2207ef4e0718ef5ed5fab7702026abcd4d2dde12223a0f" } }, "receipt_sha256": "1bec008e2f995394024ec36f876cafb853d5a77ae915fa18337e3aeca5238cac" }, { "storm_id": "272089", "lat": 49.5281, "lon": -96.2662, "motion_east": 6.2, "motion_south": -3.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 8.0, "ebshear": 2.0, "srh01": 13.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 13.0 }, { "name": "hrrr_pwat", "value": 19.0029 }, { "name": "alignment", "value": 2.6691 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0455 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.3914797306060791, "torsion": 0.0, "alignment": 2.669135093688965, "S_field": 0.15579690039157867, "Gamma_field": 0.28414472937583923, "S_over_Gamma": 0.5483012199401855, "Da": 15.235881805419922, "E_coh": 0.7820205092430115, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -96.27, 49.59 ], [ -96.22, 49.58 ], [ -96.2, 49.55 ], [ -96.2, 49.52 ], [ -96.19, 49.51 ], [ -96.2, 49.5 ], [ -96.23, 49.5 ], [ -96.28, 49.47 ], [ -96.3, 49.47 ], [ -96.32, 49.48 ], [ -96.32, 49.49 ], [ -96.34, 49.51 ], [ -96.34, 49.53 ], [ -96.3, 49.58 ], [ -96.28, 49.58 ], [ -96.27, 49.59 ] ] ] }, "raw_probability": 0.0455, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "c50fbf592daea3965c29af2017b66f3ab2960dedb82c97c0a7778c93a0ad8fc9", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0455, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "fd13b2148d0b37ab41c19c748fbdd032c6d9e44fb95b93499aaa36b23a740c43", "signature": { "alg": "ed25519", "sig": "c22071fcd2929566cea3e960ec0c423d8e6a25a867eae3a3a1842082d8e060ce9f5d483c1468f6847dbacb5bb06cae30dbf70227a0ebeffeae9c56c2793cc70a" } }, "receipt_sha256": "fd13b2148d0b37ab41c19c748fbdd032c6d9e44fb95b93499aaa36b23a740c43" }, { "storm_id": "272132", "lat": 47.5343, "lon": -106.2043, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 39.0, "ebshear": 22.0, "srh01": 0.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 13.8779 }, { "name": "alignment", "value": 5.1025 }, { "name": "tau", "value": 0.4443 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0455 }, "coherence_score": 0.444255530834198, "coherence_diagnostics": { "tau": 0.444255530834198, "grad_tau": 0.15669740736484528, "torsion": 0.0, "alignment": 5.102498531341553, "S_field": 0.18200793862342834, "Gamma_field": 0.3108113706111908, "S_over_Gamma": 0.5855897068977356, "Da": 19.233474731445312, "E_coh": 0.14869125187397003, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -106.11, 47.64 ], [ -106.1, 47.64 ], [ -106.1, 47.6 ], [ -106.13, 47.57 ], [ -106.15, 47.57 ], [ -106.18, 47.55 ], [ -106.2, 47.47 ], [ -106.25, 47.43 ], [ -106.27, 47.43 ], [ -106.28, 47.42 ], [ -106.31, 47.43 ], [ -106.32, 47.44 ], [ -106.32, 47.47 ], [ -106.31, 47.49 ], [ -106.26, 47.54 ], [ -106.22, 47.54 ], [ -106.2, 47.55 ], [ -106.17, 47.58 ], [ -106.17, 47.6 ], [ -106.13, 47.62 ], [ -106.11, 47.64 ] ] ] }, "raw_probability": 0.0455, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "c50fbf592daea3965c29af2017b66f3ab2960dedb82c97c0a7778c93a0ad8fc9", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0455, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "fd13b2148d0b37ab41c19c748fbdd032c6d9e44fb95b93499aaa36b23a740c43", "signature": { "alg": "ed25519", "sig": "c22071fcd2929566cea3e960ec0c423d8e6a25a867eae3a3a1842082d8e060ce9f5d483c1468f6847dbacb5bb06cae30dbf70227a0ebeffeae9c56c2793cc70a" } }, "receipt_sha256": "fd13b2148d0b37ab41c19c748fbdd032c6d9e44fb95b93499aaa36b23a740c43" }, { "storm_id": "272079", "lat": 33.7378, "lon": -109.4756, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 718.0, "ebshear": 10.0, "srh01": 14.0, "maxllaz": 0.002, "mesh": 0.6, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 14.0 }, { "name": "hrrr_pwat", "value": 33.2529 }, { "name": "alignment", "value": 5.3788 }, { "name": "tau", "value": 0.2519 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0449 }, "coherence_score": 0.25188717246055603, "coherence_diagnostics": { "tau": 0.25188717246055603, "grad_tau": 0.08120009303092957, "torsion": 0.0, "alignment": 5.37876558303833, "S_field": 0.014177880249917507, "Gamma_field": 0.527478039264679, "S_over_Gamma": 0.026878617703914642, "Da": 32.414337158203125, "E_coh": 0.3286997079849243, "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": [ [ [ -109.49, 33.77 ], [ -109.45, 33.77 ], [ -109.44, 33.76 ], [ -109.44, 33.71 ], [ -109.46, 33.7 ], [ -109.49, 33.7 ], [ -109.51, 33.72 ], [ -109.51, 33.74 ], [ -109.49, 33.77 ] ] ] }, "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "a7f2d5a60f43dcf61406d6313eed363758cc943a5288d34e8c24bb680fad20c6", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0449, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "873dfac36b37c2c6208cdec0ba753ce6814e5687206a059cc7d5e84f54c0f259", "signature": { "alg": "ed25519", "sig": "2c783ed31943a54a1742eaa504205714c1c6946d97c1cad660e2d60b1dfa30191fcba774c7da63df48ad287aeb4c21f5660fa6d181a43b1f52ea3630b9ba1908" } }, "receipt_sha256": "873dfac36b37c2c6208cdec0ba753ce6814e5687206a059cc7d5e84f54c0f259" }, { "storm_id": "271788", "lat": 30.5562, "lon": -83.5825, "motion_east": 4.5, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2573.0, "ebshear": 15.0, "srh01": 48.0, "maxllaz": 0.002, "mesh": 0.11, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 48.0 }, { "name": "hrrr_pwat", "value": 35.8779 }, { "name": "alignment", "value": 0.831 }, { "name": "tau", "value": 1.8154 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0448 }, "coherence_score": 1.8153655529022217, "coherence_diagnostics": { "tau": 1.8153655529022217, "grad_tau": 0.4198441803455353, "torsion": 0.0, "alignment": 0.8309575915336609, "S_field": 0.21488331258296967, "Gamma_field": 0.2924780547618866, "S_over_Gamma": 0.7346989512443542, "Da": 17.410572052001953, "E_coh": 0.6686185598373413, "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": [ [ [ -83.6, 30.59 ], [ -83.56, 30.58 ], [ -83.55, 30.56 ], [ -83.55, 30.52 ], [ -83.58, 30.51 ], [ -83.61, 30.53 ], [ -83.61, 30.57 ], [ -83.6, 30.59 ] ] ] }, "raw_probability": 0.0448, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "92503d7f4251ba64d667b781950ccb1e70a3230020576b711c425f33f6cad8fb", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0448, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "26f085df0f4245d23fb9af8954e082338abd123f25c4d6109aede651b54842c9", "signature": { "alg": "ed25519", "sig": "e8bbaed4cfd8220d01d981d78eb7d336b5e8dccbabdf943f6978847c8875dbdec92fd38fe7252a1b0299c2a48416e90ea18539af39ccc34fc81d27cd4b902f00" } }, "receipt_sha256": "26f085df0f4245d23fb9af8954e082338abd123f25c4d6109aede651b54842c9" }, { "storm_id": "272051", "lat": 28.6562, "lon": -84.6046, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2348.0, "ebshear": 9.0, "srh01": 25.0, "maxllaz": 0.001, "mesh": 0.18, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 25.0 }, { "name": "hrrr_pwat", "value": 39.5029 }, { "name": "alignment", "value": 1.6007 }, { "name": "tau", "value": 2.3064 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0445 }, "coherence_score": 2.3064370155334473, "coherence_diagnostics": { "tau": 2.3064370155334473, "grad_tau": 0.32739394903182983, "torsion": 0.0, "alignment": 1.6006771326065063, "S_field": 0.41588860750198364, "Gamma_field": 0.23831136524677277, "S_over_Gamma": 1.7451480627059937, "Da": 14.578598976135254, "E_coh": 0.9183617234230042, "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": [ [ [ -84.63, 28.69 ], [ -84.57, 28.69 ], [ -84.56, 28.68 ], [ -84.57, 28.67 ], [ -84.57, 28.63 ], [ -84.56, 28.62 ], [ -84.57, 28.61 ], [ -84.65, 28.61 ], [ -84.65, 28.64 ], [ -84.63, 28.65 ], [ -84.63, 28.67 ], [ -84.64, 28.68 ], [ -84.63, 28.69 ] ] ] }, "raw_probability": 0.0445, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "20fc6b0384cb60d2b293f80e41e3de17751b68d93912a830f674f1e59cb7e307", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0445, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "03959634f3b0a32a37311bdd1a7d1f59278b66e365efd0ba7927335a224a2f94", "signature": { "alg": "ed25519", "sig": "1102c7e379ad08168af0d2e215d3d2521c9e280675492bb84cbd83912bfec09f74b589ddcc31aacf6e6498d666fd8ef4bd1d6cfbbe99c2e349eb7680521e0b0e" } }, "receipt_sha256": "03959634f3b0a32a37311bdd1a7d1f59278b66e365efd0ba7927335a224a2f94" }, { "storm_id": "272141", "lat": 38.4758, "lon": -76.9042, "motion_east": 5.2, "motion_south": 1.1, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1866.0, "ebshear": 26.0, "srh01": 14.0, "maxllaz": 0.002, "mesh": 0.1, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 14.0 }, { "name": "hrrr_pwat", "value": 37.7529 }, { "name": "alignment", "value": 2.1869 }, { "name": "tau", "value": 2.0318 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0445 }, "coherence_score": 2.031830310821533, "coherence_diagnostics": { "tau": 2.031830310821533, "grad_tau": 0.4359804391860962, "torsion": 0.0, "alignment": 2.186920404434204, "S_field": 0.6477113366127014, "Gamma_field": 0.23081137239933014, "S_over_Gamma": 2.806236743927002, "Da": 14.681556701660156, "E_coh": 0.9271746873855591, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.91, 38.51 ], [ -76.88, 38.51 ], [ -76.88, 38.49 ], [ -76.86, 38.48 ], [ -76.86, 38.47 ], [ -76.9, 38.46 ], [ -76.92, 38.44 ], [ -76.92, 38.43 ], [ -76.94, 38.43 ], [ -76.94, 38.48 ], [ -76.93, 38.5 ], [ -76.91, 38.51 ] ] ] }, "raw_probability": 0.0445, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "20fc6b0384cb60d2b293f80e41e3de17751b68d93912a830f674f1e59cb7e307", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0445, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "03959634f3b0a32a37311bdd1a7d1f59278b66e365efd0ba7927335a224a2f94", "signature": { "alg": "ed25519", "sig": "1102c7e379ad08168af0d2e215d3d2521c9e280675492bb84cbd83912bfec09f74b589ddcc31aacf6e6498d666fd8ef4bd1d6cfbbe99c2e349eb7680521e0b0e" } }, "receipt_sha256": "03959634f3b0a32a37311bdd1a7d1f59278b66e365efd0ba7927335a224a2f94" }, { "storm_id": "272155", "lat": 25.7044, "lon": -80.43, "motion_east": 1.6, "motion_south": -2.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 4172.0, "ebshear": 18.0, "srh01": 30.0, "maxllaz": 0.005, "mesh": 0.3, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 30.0 }, { "name": "hrrr_pwat", "value": 50.6279 }, { "name": "alignment", "value": 0.2684 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0444 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 1.415184736251831, "torsion": 0.0, "alignment": 0.26836490631103516, "S_field": 1.1675920486450195, "Gamma_field": 0.2183113545179367, "S_over_Gamma": 5.348288059234619, "Da": 13.037785530090332, "E_coh": 0.9825799465179443, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.43, 25.75 ], [ -80.38, 25.75 ], [ -80.37, 25.74 ], [ -80.37, 25.7 ], [ -80.44, 25.64 ], [ -80.47, 25.64 ], [ -80.49, 25.66 ], [ -80.49, 25.71 ], [ -80.43, 25.75 ] ] ] }, "raw_probability": 0.0444, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "d4ee0eb54b040ede107317a0f51dbb1050875c87567b78209b2135f4c6edee44", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0444, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3ee8e1b8167e5279322a830925f1e5695a110f67d8737e5082f58f4da571d752", "signature": { "alg": "ed25519", "sig": "b714794645d3db25f2d804776d534e2b3d1c2d41e3c831c80c193dfa2f7d3440bc69e08ec6cf53780fdc6e9ab096d3df10817c6dca2144c3ab3f5abb51975800" } }, "receipt_sha256": "3ee8e1b8167e5279322a830925f1e5695a110f67d8737e5082f58f4da571d752" }, { "storm_id": "272084", "lat": 29.436, "lon": -84.606, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2109.0, "ebshear": 9.0, "srh01": 19.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 19.0 }, { "name": "hrrr_pwat", "value": 35.3779 }, { "name": "alignment", "value": 0.4741 }, { "name": "tau", "value": 1.924 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0443 }, "coherence_score": 1.9240443706512451, "coherence_diagnostics": { "tau": 1.9240443706512451, "grad_tau": 0.4180091321468353, "torsion": 0.0, "alignment": 0.4741111993789673, "S_field": 0.4312896728515625, "Gamma_field": 0.3083113729953766, "S_over_Gamma": 1.3988769054412842, "Da": 18.534130096435547, "E_coh": 0.6906586289405823, "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": [ [ [ -84.65, 29.48 ], [ -84.64, 29.48 ], [ -84.63, 29.48 ], [ -84.62, 29.48 ], [ -84.61, 29.48 ], [ -84.6, 29.48 ], [ -84.59, 29.48 ], [ -84.58, 29.48 ], [ -84.57, 29.47 ], [ -84.56, 29.47 ], [ -84.57, 29.46 ], [ -84.58, 29.45 ], [ -84.59, 29.45 ], [ -84.6, 29.45 ], [ -84.61, 29.44 ], [ -84.61, 29.43 ], [ -84.6, 29.42 ], [ -84.59, 29.42 ], [ -84.58, 29.42 ], [ -84.57, 29.41 ], [ -84.56, 29.4 ], [ -84.55, 29.41 ], [ -84.54, 29.4 ], [ -84.55, 29.4 ], [ -84.56, 29.4 ], [ -84.57, 29.4 ], [ -84.58, 29.4 ], [ -84.59, 29.4 ], [ -84.6, 29.4 ], [ -84.61, 29.4 ], [ -84.62, 29.4 ], [ -84.63, 29.41 ], [ -84.64, 29.41 ], [ -84.65, 29.41 ], [ -84.66, 29.41 ], [ -84.65, 29.41 ], [ -84.64, 29.41 ], [ -84.63, 29.41 ], [ -84.62, 29.42 ], [ -84.62, 29.43 ], [ -84.62, 29.44 ], [ -84.62, 29.45 ], [ -84.63, 29.46 ], [ -84.64, 29.47 ], [ -84.65, 29.46 ], [ -84.65, 29.47 ], [ -84.65, 29.48 ] ] ] }, "raw_probability": 0.0443, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "69d4ebf8942c9a828287c0a1f1f6fa11178415c1e28d48b7c4cf54d62e800e2b", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0443, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d20a5f6798b5f5e6c535ab1a701e2a45a07d6207db181941d924ae8b99c75079", "signature": { "alg": "ed25519", "sig": "65f3b90e26e0d9eab9be14c4d0752e4abee9387d9a3e9894bc19bfc9a26bb47f3109f870cf3f38baa3c386318bd5ca0ffc41bbaadf02e6f1f4ab604813f8810e" } }, "receipt_sha256": "d20a5f6798b5f5e6c535ab1a701e2a45a07d6207db181941d924ae8b99c75079" }, { "storm_id": "272097", "lat": 49.0865, "lon": -97.57, "motion_east": 4.7, "motion_south": 0.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 105.0, "ebshear": 35.0, "srh01": 0.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 16.0029 }, { "name": "alignment", "value": 2.6066 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0443 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.4004647433757782, "torsion": 0.0, "alignment": 2.606635093688965, "S_field": 0.2637271285057068, "Gamma_field": 0.28914469480514526, "S_over_Gamma": 0.9120939373970032, "Da": 14.968605995178223, "E_coh": 0.12434183806180954, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -97.49, 49.16 ], [ -97.47, 49.16 ], [ -97.47, 49.14 ], [ -97.48, 49.12 ], [ -97.53, 49.07 ], [ -97.54, 49.07 ], [ -97.56, 49.05 ], [ -97.57, 49.05 ], [ -97.59, 49.03 ], [ -97.66, 48.99 ], [ -97.7, 48.99 ], [ -97.71, 49.0 ], [ -97.71, 49.03 ], [ -97.68, 49.06 ], [ -97.63, 49.08 ], [ -97.57, 49.13 ], [ -97.53, 49.14 ], [ -97.52, 49.15 ], [ -97.5, 49.15 ], [ -97.49, 49.16 ] ] ] }, "raw_probability": 0.0443, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "69d4ebf8942c9a828287c0a1f1f6fa11178415c1e28d48b7c4cf54d62e800e2b", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0443, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d20a5f6798b5f5e6c535ab1a701e2a45a07d6207db181941d924ae8b99c75079", "signature": { "alg": "ed25519", "sig": "65f3b90e26e0d9eab9be14c4d0752e4abee9387d9a3e9894bc19bfc9a26bb47f3109f870cf3f38baa3c386318bd5ca0ffc41bbaadf02e6f1f4ab604813f8810e" } }, "receipt_sha256": "d20a5f6798b5f5e6c535ab1a701e2a45a07d6207db181941d924ae8b99c75079" }, { "storm_id": "272125", "lat": 26.59, "lon": -80.1871, "motion_east": 3.4, "motion_south": -1.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3994.0, "ebshear": 13.0, "srh01": 11.0, "maxllaz": 0.001, "mesh": 0.11, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 11.0 }, { "name": "hrrr_pwat", "value": 48.1279 }, { "name": "alignment", "value": 1.7441 }, { "name": "tau", "value": 2.1532 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0443 }, "coherence_score": 2.1532225608825684, "coherence_diagnostics": { "tau": 2.1532225608825684, "grad_tau": 0.5482339859008789, "torsion": 0.0, "alignment": 1.7441312074661255, "S_field": 0.7498015761375427, "Gamma_field": 0.23331137001514435, "S_over_Gamma": 3.213737726211548, "Da": 14.351984024047852, "E_coh": 0.9412657618522644, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.23, 26.63 ], [ -80.18, 26.63 ], [ -80.18, 26.61 ], [ -80.16, 26.59 ], [ -80.16, 26.58 ], [ -80.12, 26.55 ], [ -80.13, 26.54 ], [ -80.14, 26.55 ], [ -80.21, 26.56 ], [ -80.23, 26.58 ], [ -80.23, 26.59 ], [ -80.21, 26.6 ], [ -80.21, 26.62 ], [ -80.23, 26.63 ] ] ] }, "raw_probability": 0.0443, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "69d4ebf8942c9a828287c0a1f1f6fa11178415c1e28d48b7c4cf54d62e800e2b", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0443, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d20a5f6798b5f5e6c535ab1a701e2a45a07d6207db181941d924ae8b99c75079", "signature": { "alg": "ed25519", "sig": "65f3b90e26e0d9eab9be14c4d0752e4abee9387d9a3e9894bc19bfc9a26bb47f3109f870cf3f38baa3c386318bd5ca0ffc41bbaadf02e6f1f4ab604813f8810e" } }, "receipt_sha256": "d20a5f6798b5f5e6c535ab1a701e2a45a07d6207db181941d924ae8b99c75079" }, { "storm_id": "272080", "lat": 33.566, "lon": -109.336, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 918.0, "ebshear": 13.0, "srh01": 17.0, "maxllaz": 0.001, "mesh": 0.45, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 17.0 }, { "name": "hrrr_pwat", "value": 35.7529 }, { "name": "alignment", "value": 3.8998 }, { "name": "tau", "value": 0.3303 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0437 }, "coherence_score": 0.33033978939056396, "coherence_diagnostics": { "tau": 0.33033978939056396, "grad_tau": 0.20038364827632904, "torsion": 0.0, "alignment": 3.8997714519500732, "S_field": 0.14921078085899353, "Gamma_field": 1.6741447448730469, "S_over_Gamma": 0.0891265720129013, "Da": 102.03092193603516, "E_coh": 0.0920800045132637, "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": [ [ [ -109.32, 33.62 ], [ -109.27, 33.62 ], [ -109.27, 33.56 ], [ -109.28, 33.54 ], [ -109.34, 33.51 ], [ -109.38, 33.51 ], [ -109.4, 33.52 ], [ -109.4, 33.57 ], [ -109.38, 33.59 ], [ -109.32, 33.62 ] ] ] }, "raw_probability": 0.0437, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "3c1b1d37314feb2b3fc293d04ce295c5aa197b4c10d09c5fea7bfa48321892b3", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0437, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5a9923d0c664af1bb9dfb1f4d1e47d80786d5aa2e733c94e64604b3e1a0a2e5e", "signature": { "alg": "ed25519", "sig": "2b1a332c94affc36adca9c24ccce965ca16144b6a4ff82d204e78cb6bc3540c92cbcf630549ead7de9a13954e2191dffcde0651a2bfab1c3a6143c2341983a09" } }, "receipt_sha256": "5a9923d0c664af1bb9dfb1f4d1e47d80786d5aa2e733c94e64604b3e1a0a2e5e" }, { "storm_id": "271014", "lat": 38.2311, "lon": -77.8878, "motion_east": 5.2, "motion_south": 3.3, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1799.0, "ebshear": 28.0, "srh01": 18.0, "maxllaz": 0.005, "mesh": 0.39, "flash_rate": 11.0, "top_features": [ { "name": "srh01", "value": 18.0 }, { "name": "hrrr_pwat", "value": 33.6279 }, { "name": "alignment", "value": 4.2427 }, { "name": "tau", "value": 1.6518 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0436 }, "coherence_score": 1.6518100500106812, "coherence_diagnostics": { "tau": 1.6518100500106812, "grad_tau": 0.4332675039768219, "torsion": 0.0, "alignment": 4.242743492126465, "S_field": 0.41536110639572144, "Gamma_field": 0.22664469480514526, "S_over_Gamma": 1.8326531648635864, "Da": 14.124930381774902, "E_coh": 0.7593533992767334, "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": [ [ [ -77.9, 38.27 ], [ -77.85, 38.27 ], [ -77.84, 38.26 ], [ -77.84, 38.21 ], [ -77.86, 38.19 ], [ -77.92, 38.18 ], [ -77.94, 38.2 ], [ -77.94, 38.23 ], [ -77.9, 38.27 ] ] ] }, "raw_probability": 0.0436, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "a5386bca6a3dffaf4d89f23580ab3c868b482fe3b46824b164444883a7c4845b", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0436, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2684a7ad56af7e2e1a530415d10c95ea5238c219b994e74a4593d25c8d332ef4", "signature": { "alg": "ed25519", "sig": "5d5e17c8235be661f744747b02c458405e6fe709c6a5c3e529c852f13c55fd83c9bd9110ada66353be8d4b4222c3c25cfeae27e3cc371d8e4df96e10c80c6906" } }, "receipt_sha256": "2684a7ad56af7e2e1a530415d10c95ea5238c219b994e74a4593d25c8d332ef4" }, { "storm_id": "271991", "lat": 38.2744, "lon": -77.6911, "motion_east": 5.2, "motion_south": 3.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1700.0, "ebshear": 29.0, "srh01": 15.0, "maxllaz": 0.004, "mesh": 0.16, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 15.0 }, { "name": "hrrr_pwat", "value": 33.6279 }, { "name": "alignment", "value": 4.2427 }, { "name": "tau", "value": 1.6518 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0436 }, "coherence_score": 1.6518100500106812, "coherence_diagnostics": { "tau": 1.6518100500106812, "grad_tau": 0.4332675039768219, "torsion": 0.0, "alignment": 4.242743492126465, "S_field": 0.41536110639572144, "Gamma_field": 0.22664469480514526, "S_over_Gamma": 1.8326531648635864, "Da": 14.124930381774902, "E_coh": 0.7593533992767334, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.7, 38.31 ], [ -77.67, 38.31 ], [ -77.66, 38.3 ], [ -77.65, 38.25 ], [ -77.67, 38.23 ], [ -77.72, 38.23 ], [ -77.73, 38.24 ], [ -77.72, 38.29 ], [ -77.7, 38.31 ] ] ] }, "raw_probability": 0.0436, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "a5386bca6a3dffaf4d89f23580ab3c868b482fe3b46824b164444883a7c4845b", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0436, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2684a7ad56af7e2e1a530415d10c95ea5238c219b994e74a4593d25c8d332ef4", "signature": { "alg": "ed25519", "sig": "5d5e17c8235be661f744747b02c458405e6fe709c6a5c3e529c852f13c55fd83c9bd9110ada66353be8d4b4222c3c25cfeae27e3cc371d8e4df96e10c80c6906" } }, "receipt_sha256": "2684a7ad56af7e2e1a530415d10c95ea5238c219b994e74a4593d25c8d332ef4" }, { "storm_id": "272094", "lat": 49.3, "lon": -97.5888, "motion_east": 5.0, "motion_south": -1.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 40.0, "ebshear": 10.0, "srh01": 3.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 3.0 }, { "name": "hrrr_pwat", "value": 16.0029 }, { "name": "alignment", "value": 2.6066 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0436 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.4004647433757782, "torsion": 0.0, "alignment": 2.606635093688965, "S_field": 0.2637271285057068, "Gamma_field": 0.28914469480514526, "S_over_Gamma": 0.9120939373970032, "Da": 14.968605995178223, "E_coh": 0.12434183806180954, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -97.6, 49.33 ], [ -97.56, 49.33 ], [ -97.55, 49.32 ], [ -97.55, 49.28 ], [ -97.59, 49.25 ], [ -97.63, 49.25 ], [ -97.63, 49.31 ], [ -97.6, 49.33 ] ] ] }, "raw_probability": 0.0436, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "a5386bca6a3dffaf4d89f23580ab3c868b482fe3b46824b164444883a7c4845b", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0436, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2684a7ad56af7e2e1a530415d10c95ea5238c219b994e74a4593d25c8d332ef4", "signature": { "alg": "ed25519", "sig": "5d5e17c8235be661f744747b02c458405e6fe709c6a5c3e529c852f13c55fd83c9bd9110ada66353be8d4b4222c3c25cfeae27e3cc371d8e4df96e10c80c6906" } }, "receipt_sha256": "2684a7ad56af7e2e1a530415d10c95ea5238c219b994e74a4593d25c8d332ef4" }, { "storm_id": "271817", "lat": 34.2752, "lon": -78.3743, "motion_east": 3.8, "motion_south": -1.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2569.0, "ebshear": 12.0, "srh01": 27.0, "maxllaz": 0.005, "mesh": 0.1, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 27.0 }, { "name": "hrrr_pwat", "value": 46.7529 }, { "name": "alignment", "value": 0.4355 }, { "name": "tau", "value": 2.3612 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0431 }, "coherence_score": 2.3612236976623535, "coherence_diagnostics": { "tau": 2.3612236976623535, "grad_tau": 0.49005869030952454, "torsion": 0.0, "alignment": 0.4355275630950928, "S_field": 0.7201340198516846, "Gamma_field": 0.22331136465072632, "S_over_Gamma": 3.2247979640960693, "Da": 13.664347648620605, "E_coh": 0.9028117060661316, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.38, 34.39 ], [ -78.35, 34.39 ], [ -78.33, 34.37 ], [ -78.33, 34.34 ], [ -78.31, 34.32 ], [ -78.31, 34.24 ], [ -78.33, 34.22 ], [ -78.33, 34.19 ], [ -78.37, 34.15 ], [ -78.41, 34.15 ], [ -78.42, 34.16 ], [ -78.42, 34.18 ], [ -78.41, 34.19 ], [ -78.41, 34.21 ], [ -78.39, 34.23 ], [ -78.39, 34.29 ], [ -78.4, 34.3 ], [ -78.39, 34.34 ], [ -78.4, 34.35 ], [ -78.4, 34.38 ], [ -78.38, 34.39 ] ] ] }, "raw_probability": 0.0431, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "420ab3d8120d3b3345fb9497fcfa1955b1e5980548f5c2c81a5088fd6c8c042f", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0431, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4449c11c2a7671838dfd45e85bfee14a88b84f819f3e7cfab1f6615dc2207b6f", "signature": { "alg": "ed25519", "sig": "59c703af528ac295f116d349d1814cf023de467f468381dd9bcdc03c0d9116e02836199df4d0521b531bb23ea2574210177bf562362e975fc3c0c18cdd8bb000" } }, "receipt_sha256": "4449c11c2a7671838dfd45e85bfee14a88b84f819f3e7cfab1f6615dc2207b6f" }, { "storm_id": "272081", "lat": 32.1989, "lon": -86.8967, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1604.0, "ebshear": 18.0, "srh01": 20.0, "maxllaz": 0.0, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 20.0 }, { "name": "hrrr_pwat", "value": 34.2529 }, { "name": "alignment", "value": 2.5033 }, { "name": "tau", "value": 0.5854 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.043 }, "coherence_score": 0.5854278206825256, "coherence_diagnostics": { "tau": 0.5854278206825256, "grad_tau": 0.20937982201576233, "torsion": 0.0, "alignment": 2.503267765045166, "S_field": 0.2470228523015976, "Gamma_field": 0.5874780416488647, "S_over_Gamma": 0.4204801321029663, "Da": 38.123233795166016, "E_coh": 0.7666370868682861, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -86.9, 32.24 ], [ -86.87, 32.23 ], [ -86.87, 32.15 ], [ -86.9, 32.15 ], [ -86.91, 32.16 ], [ -86.9, 32.17 ], [ -86.9, 32.22 ], [ -86.92, 32.23 ], [ -86.9, 32.24 ] ] ] }, "raw_probability": 0.043, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "d65cd298e5667946395d2adb194c1056eec3357d4ed6290adb3732584ab3f1a6", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.043, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2cd50d33d1fa18ecaeea9313ebacbd940098e2cd53c8fabe0be34c0e875dd345", "signature": { "alg": "ed25519", "sig": "297b7be37d834dafc589a6d8f3d02d775e1ba73464b15b609265b95a8345f29f8d9ce2e7d72e635b564febea5a4221a952c9e2e46884ab74f52beb781ee92103" } }, "receipt_sha256": "2cd50d33d1fa18ecaeea9313ebacbd940098e2cd53c8fabe0be34c0e875dd345" }, { "storm_id": "271633", "lat": 30.2645, "lon": -83.9045, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3295.0, "ebshear": 16.0, "srh01": 46.0, "maxllaz": 0.005, "mesh": 0.21, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 46.0 }, { "name": "hrrr_pwat", "value": 39.1279 }, { "name": "alignment", "value": 2.8367 }, { "name": "tau", "value": 1.6069 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0427 }, "coherence_score": 1.606865406036377, "coherence_diagnostics": { "tau": 1.606865406036377, "grad_tau": 0.4112018644809723, "torsion": 0.0, "alignment": 2.836702346801758, "S_field": 0.19712921977043152, "Gamma_field": 0.34914472699165344, "S_over_Gamma": 0.5646060109138489, "Da": 20.75033187866211, "E_coh": 0.4983457922935486, "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": [ [ [ -83.89, 30.32 ], [ -83.88, 30.32 ], [ -83.86, 30.3 ], [ -83.86, 30.24 ], [ -83.87, 30.23 ], [ -83.92, 30.23 ], [ -83.94, 30.21 ], [ -83.96, 30.21 ], [ -83.94, 30.25 ], [ -83.94, 30.28 ], [ -83.89, 30.32 ] ] ] }, "raw_probability": 0.0427, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "86478106a386204b3a42d3265b7c5ba9b5d7bbadaffcb3c5861cb9824389d78e", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0427, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "738e7d010fcbe44615fcf85837ac418540c14d5a799ef40e4e4a44dfe0ccf1e4", "signature": { "alg": "ed25519", "sig": "4fcafff5f00f1cd18d646fd88baf618f95ddf9d8ff4a82e29be9eb8a4e208db1f35d3c12e105ddddc65404a9705515fec6d86b690f95377a93948290e814bf0f" } }, "receipt_sha256": "738e7d010fcbe44615fcf85837ac418540c14d5a799ef40e4e4a44dfe0ccf1e4" }, { "storm_id": "272082", "lat": 32.15, "lon": -86.557, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1566.0, "ebshear": 13.0, "srh01": 12.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 12.0 }, { "name": "hrrr_pwat", "value": 34.2529 }, { "name": "alignment", "value": 2.5033 }, { "name": "tau", "value": 0.5854 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0427 }, "coherence_score": 0.5854278206825256, "coherence_diagnostics": { "tau": 0.5854278206825256, "grad_tau": 0.20937982201576233, "torsion": 0.0, "alignment": 2.503267765045166, "S_field": 0.2470228523015976, "Gamma_field": 0.5874780416488647, "S_over_Gamma": 0.4204801321029663, "Da": 38.123233795166016, "E_coh": 0.7666370868682861, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -86.57, 32.19 ], [ -86.54, 32.19 ], [ -86.54, 32.14 ], [ -86.53, 32.13 ], [ -86.53, 32.11 ], [ -86.57, 32.11 ], [ -86.58, 32.12 ], [ -86.56, 32.14 ], [ -86.58, 32.18 ], [ -86.57, 32.19 ] ] ] }, "raw_probability": 0.0427, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "86478106a386204b3a42d3265b7c5ba9b5d7bbadaffcb3c5861cb9824389d78e", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0427, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "738e7d010fcbe44615fcf85837ac418540c14d5a799ef40e4e4a44dfe0ccf1e4", "signature": { "alg": "ed25519", "sig": "4fcafff5f00f1cd18d646fd88baf618f95ddf9d8ff4a82e29be9eb8a4e208db1f35d3c12e105ddddc65404a9705515fec6d86b690f95377a93948290e814bf0f" } }, "receipt_sha256": "738e7d010fcbe44615fcf85837ac418540c14d5a799ef40e4e4a44dfe0ccf1e4" }, { "storm_id": "271549", "lat": 26.7158, "lon": -80.27, "motion_east": 4.1, "motion_south": 0.0, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3745.0, "ebshear": 11.0, "srh01": 5.0, "maxllaz": 0.002, "mesh": 0.31, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 5.0 }, { "name": "hrrr_pwat", "value": 48.1279 }, { "name": "alignment", "value": 1.7441 }, { "name": "tau", "value": 2.1532 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0426 }, "coherence_score": 2.1532225608825684, "coherence_diagnostics": { "tau": 2.1532225608825684, "grad_tau": 0.5482339859008789, "torsion": 0.0, "alignment": 1.7441312074661255, "S_field": 0.7498015761375427, "Gamma_field": 0.23331137001514435, "S_over_Gamma": 3.213737726211548, "Da": 14.351984024047852, "E_coh": 0.9412657618522644, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.28, 26.78 ], [ -80.27, 26.77 ], [ -80.25, 26.77 ], [ -80.23, 26.75 ], [ -80.23, 26.7 ], [ -80.26, 26.67 ], [ -80.26, 26.65 ], [ -80.25, 26.64 ], [ -80.3, 26.64 ], [ -80.32, 26.68 ], [ -80.31, 26.76 ], [ -80.28, 26.78 ] ] ] }, "raw_probability": 0.0426, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "b03a06c589e1ffd02afaff01b13beb46e00df3d8aade59463b8d1ef6c83db3fd", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0426, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d06cd1eefa08ee06752434230927c78bcfa1bf8bc160a053171016842fc44919", "signature": { "alg": "ed25519", "sig": "79e50c7e985c89b7806c81f61c92b8ec6b8363305c06b4876d614baaf2e19ef570db6b57e7923799869b3c9aefb28e2f8b312e08684c727eedf8162dd06f2405" } }, "receipt_sha256": "d06cd1eefa08ee06752434230927c78bcfa1bf8bc160a053171016842fc44919" }, { "storm_id": "271900", "lat": 29.6892, "lon": -91.4992, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1815.0, "ebshear": 25.0, "srh01": 15.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 15.0 }, { "name": "hrrr_pwat", "value": 34.5029 }, { "name": "alignment", "value": 2.8001 }, { "name": "tau", "value": 1.8155 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0412 }, "coherence_score": 1.8154678344726562, "coherence_diagnostics": { "tau": 1.8154678344726562, "grad_tau": 0.3967474400997162, "torsion": 0.0, "alignment": 2.8001110553741455, "S_field": 0.5595422983169556, "Gamma_field": 0.3599780797958374, "S_over_Gamma": 1.5543787479400635, "Da": 22.020320892333984, "E_coh": 0.8503931760787964, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -91.54, 29.75 ], [ -91.51, 29.75 ], [ -91.45, 29.72 ], [ -91.48, 29.7 ], [ -91.48, 29.68 ], [ -91.46, 29.67 ], [ -91.46, 29.66 ], [ -91.5, 29.65 ], [ -91.51, 29.64 ], [ -91.52, 29.64 ], [ -91.54, 29.66 ], [ -91.54, 29.75 ] ] ] }, "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": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "b86b86690f75c7a9a9b1be3f5846d984e47d0e6b3cffd989b89a4138ee30137f", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0412, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c7fcfcc365a0569fb65e347937804e4baa5cbbe135a9b69bd1d484d201a0265f", "signature": { "alg": "ed25519", "sig": "094be5ec4d7a639b78388a44270afeb767d79369b80ddaf0c69a6c667ec19edc1d4c4549d2ec3529533468d3ed5b98188ffd9248a59bfbca50a91b879f61e707" } }, "receipt_sha256": "c7fcfcc365a0569fb65e347937804e4baa5cbbe135a9b69bd1d484d201a0265f" }, { "storm_id": "272085", "lat": 29.373, "lon": -89.537, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1104.0, "ebshear": 17.0, "srh01": 13.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 13.0 }, { "name": "hrrr_pwat", "value": 40.2529 }, { "name": "alignment", "value": 0.6078 }, { "name": "tau", "value": 1.8284 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0408 }, "coherence_score": 1.8284132480621338, "coherence_diagnostics": { "tau": 1.8284132480621338, "grad_tau": 0.48683130741119385, "torsion": 0.0, "alignment": 0.6077767014503479, "S_field": 0.5651193261146545, "Gamma_field": 0.2849780321121216, "S_over_Gamma": 1.983027696609497, "Da": 17.913103103637695, "E_coh": 0.9332765936851501, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -89.54, 29.43 ], [ -89.53, 29.37 ], [ -89.51, 29.35 ], [ -89.52, 29.34 ], [ -89.52, 29.32 ], [ -89.54, 29.32 ], [ -89.56, 29.34 ], [ -89.56, 29.42 ], [ -89.55, 29.41 ], [ -89.54, 29.43 ] ] ] }, "raw_probability": 0.0408, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "15d7a47fbf03ef1a2142052690cb262522c1f68ccd4b5b0b2c73e1d49dd188a0", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0408, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a3004cbb5d291933e62006360ed08b41b9209298e25a5d8777bdd2e83c84f47e", "signature": { "alg": "ed25519", "sig": "582b6bdc918980a7211f324b1355088020e6dfac77684e803683de063b640a6a693999ce15ab1ee4ccfe2b52da0c050c5b585fc8251075ac49e00dcd09de9009" } }, "receipt_sha256": "a3004cbb5d291933e62006360ed08b41b9209298e25a5d8777bdd2e83c84f47e" }, { "storm_id": "272112", "lat": 34.455, "lon": -75.5783, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2386.0, "ebshear": 13.0, "srh01": 20.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 20.0 }, { "name": "hrrr_pwat", "value": 56.3779 }, { "name": "alignment", "value": 1.1428 }, { "name": "tau", "value": 2.9958 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0406 }, "coherence_score": 2.99580979347229, "coherence_diagnostics": { "tau": 2.99580979347229, "grad_tau": 0.08827967941761017, "torsion": 0.0, "alignment": 1.1427737474441528, "S_field": 0.7370380759239197, "Gamma_field": 0.2208113670349121, "S_over_Gamma": 3.337862968444824, "Da": 13.418206214904785, "E_coh": 0.8959676027297974, "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": [ [ [ -75.6, 34.5 ], [ -75.58, 34.48 ], [ -75.55, 34.48 ], [ -75.53, 34.46 ], [ -75.53, 34.42 ], [ -75.54, 34.41 ], [ -75.59, 34.41 ], [ -75.6, 34.42 ], [ -75.6, 34.44 ], [ -75.61, 34.45 ], [ -75.61, 34.49 ], [ -75.6, 34.5 ] ] ] }, "raw_probability": 0.0406, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "26d80645d2bdd3269ec6349f00f176e20e2c75ac71ee418ea9794f0c9168d99f", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0406, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d0ddfdef3d346dba8be99fe9c6889881ce2e1ab3d210e31e20d5618c4f81706a", "signature": { "alg": "ed25519", "sig": "2482ff3f754f439e359dc2d028a7c2ed726f74d53f9f8578d348fb4b2de6b320126bac1106d916a847e87ab64e695f2d57143ceeac767d80fb6ff8e81327e30d" } }, "receipt_sha256": "d0ddfdef3d346dba8be99fe9c6889881ce2e1ab3d210e31e20d5618c4f81706a" }, { "storm_id": "271972", "lat": 29.47, "lon": -84.2918, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2451.0, "ebshear": 7.0, "srh01": 22.0, "maxllaz": 0.002, "mesh": 0.08, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 22.0 }, { "name": "hrrr_pwat", "value": 35.3779 }, { "name": "alignment", "value": 0.9175 }, { "name": "tau", "value": 2.0661 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0403 }, "coherence_score": 2.066094160079956, "coherence_diagnostics": { "tau": 2.066094160079956, "grad_tau": 0.4277734160423279, "torsion": 0.0, "alignment": 0.9175288081169128, "S_field": 0.514077365398407, "Gamma_field": 0.2391446977853775, "S_over_Gamma": 2.1496498584747314, "Da": 13.964768409729004, "E_coh": 0.8753167986869812, "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": [ [ [ -84.3, 29.51 ], [ -84.27, 29.51 ], [ -84.26, 29.5 ], [ -84.26, 29.46 ], [ -84.25, 29.44 ], [ -84.26, 29.43 ], [ -84.33, 29.42 ], [ -84.34, 29.43 ], [ -84.32, 29.46 ], [ -84.32, 29.5 ], [ -84.3, 29.51 ] ] ] }, "raw_probability": 0.0403, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "3f6c6421802caa37b51a89fc8e4f381070d4e96371f6f1ede16966eb4dac18fd", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0403, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9bbb9d696c3f02a320d4dd7c55123ccd536261ab5122d4b4087edf6e9c860e40", "signature": { "alg": "ed25519", "sig": "b5ade8f2663d74c459f996c96aee3bf84e6aeaed0908339280e2c1b96ce984b818a38b2ce8ca5f0ca3a9a25602e2574120441fd21e35f916f35ea611ba495a0c" } }, "receipt_sha256": "9bbb9d696c3f02a320d4dd7c55123ccd536261ab5122d4b4087edf6e9c860e40" }, { "storm_id": "272078", "lat": 33.8491, "lon": -109.5745, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 662.0, "ebshear": 10.0, "srh01": 18.0, "maxllaz": 0.002, "mesh": 0.1, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 18.0 }, { "name": "hrrr_pwat", "value": 33.2529 }, { "name": "alignment", "value": 5.3788 }, { "name": "tau", "value": 0.2519 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0402 }, "coherence_score": 0.25188717246055603, "coherence_diagnostics": { "tau": 0.25188717246055603, "grad_tau": 0.08120009303092957, "torsion": 0.0, "alignment": 5.37876558303833, "S_field": 0.014177880249917507, "Gamma_field": 0.527478039264679, "S_over_Gamma": 0.026878617703914642, "Da": 32.414337158203125, "E_coh": 0.3286997079849243, "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, 33.89 ], [ -109.53, 33.87 ], [ -109.53, 33.84 ], [ -109.54, 33.82 ], [ -109.58, 33.8 ], [ -109.61, 33.8 ], [ -109.63, 33.81 ], [ -109.63, 33.86 ], [ -109.61, 33.88 ], [ -109.56, 33.88 ], [ -109.55, 33.89 ] ] ] }, "raw_probability": 0.0402, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "c2fb7337a35d0d1306a2c06c1db6b046d37de2339c3b86c1a30bb5533064c26a", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0402, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "db5eb7af0420ca03491e250f9419dafa8df672cb8841a3cfd80f28d744837a80", "signature": { "alg": "ed25519", "sig": "5fb43afe23d2787442dac305130b76caef1d7d8b6b4a04461e26615ef8c126a64c4975c95954b979a245928a49b60dc42fcd01133f69dd1d6029419f0a3b3309" } }, "receipt_sha256": "db5eb7af0420ca03491e250f9419dafa8df672cb8841a3cfd80f28d744837a80" }, { "storm_id": "272007", "lat": 38.0989, "lon": -78.0633, "motion_east": 5.2, "motion_south": 3.3, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1337.0, "ebshear": 27.0, "srh01": 15.0, "maxllaz": 0.005, "mesh": 0.14, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 15.0 }, { "name": "hrrr_pwat", "value": 37.7529 }, { "name": "alignment", "value": 1.3283 }, { "name": "tau", "value": 1.3345 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0386 }, "coherence_score": 1.3344589471817017, "coherence_diagnostics": { "tau": 1.3344589471817017, "grad_tau": 0.4726346731185913, "torsion": 0.0, "alignment": 1.3282763957977295, "S_field": 0.49047914147377014, "Gamma_field": 0.1974780261516571, "S_over_Gamma": 2.483715057373047, "Da": 11.839776992797852, "E_coh": 0.903333842754364, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.09, 38.14 ], [ -78.04, 38.14 ], [ -78.0, 38.12 ], [ -78.0, 38.08 ], [ -78.04, 38.04 ], [ -78.07, 38.04 ], [ -78.12, 38.07 ], [ -78.12, 38.12 ], [ -78.09, 38.14 ] ] ] }, "raw_probability": 0.0386, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "88e8a21d4affa14202c33373b3b88edce5e7892dbc078989678c089598a1a105", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0386, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "eafb6471f5f953146aa697bfce4b6821110552bceb4b05f3070f7a44392d8740", "signature": { "alg": "ed25519", "sig": "784b28cb044dc03c33cd5f5729905123a928e3e47b207a6b1f883c14d46260e06c8cc731528b38269b6c21c4f58c98ce6007222b4ac99bfc9afb69c5148c1303" } }, "receipt_sha256": "eafb6471f5f953146aa697bfce4b6821110552bceb4b05f3070f7a44392d8740" }, { "storm_id": "272145", "lat": 33.568, "lon": -86.194, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1156.0, "ebshear": 15.0, "srh01": 8.0, "maxllaz": 0.0, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 8.0 }, { "name": "hrrr_pwat", "value": 32.0029 }, { "name": "alignment", "value": 1.8428 }, { "name": "tau", "value": 0.4236 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0385 }, "coherence_score": 0.4235539436340332, "coherence_diagnostics": { "tau": 0.4235539436340332, "grad_tau": 0.2361711859703064, "torsion": 0.0, "alignment": 1.842836618423462, "S_field": 0.24879473447799683, "Gamma_field": 0.902478039264679, "S_over_Gamma": 0.2756795585155487, "Da": 55.7072639465332, "E_coh": 0.6719363927841187, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -86.22, 33.61 ], [ -86.16, 33.61 ], [ -86.16, 33.52 ], [ -86.17, 33.5 ], [ -86.18, 33.52 ], [ -86.18, 33.56 ], [ -86.19, 33.57 ], [ -86.23, 33.58 ], [ -86.23, 33.6 ], [ -86.22, 33.61 ] ] ] }, "raw_probability": 0.0385, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "efe2d448eccac39d988c82b9d4bc6ff2f99b1320455037b8bb898a0adedc81a0", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0385, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "dd3b5f6eedb9cab58608b5675cc1bd918aaefc01a55cb68c1810deb7e20b598f", "signature": { "alg": "ed25519", "sig": "79df9f6683de2ca11f6cd9c646c8b68cf922f7c251a57a259e27bb6838a085119eb9e03747f02717537b07b028c0419c424fd3dbe829623016daad38c08ac309" } }, "receipt_sha256": "dd3b5f6eedb9cab58608b5675cc1bd918aaefc01a55cb68c1810deb7e20b598f" }, { "storm_id": "272116", "lat": 33.04, "lon": -86.01, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1234.0, "ebshear": 8.0, "srh01": 24.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 24.0 }, { "name": "hrrr_pwat", "value": 32.0029 }, { "name": "alignment", "value": 1.8428 }, { "name": "tau", "value": 0.4236 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0378 }, "coherence_score": 0.4235539436340332, "coherence_diagnostics": { "tau": 0.4235539436340332, "grad_tau": 0.2361711859703064, "torsion": 0.0, "alignment": 1.842836618423462, "S_field": 0.24879473447799683, "Gamma_field": 0.902478039264679, "S_over_Gamma": 0.2756795585155487, "Da": 55.7072639465332, "E_coh": 0.6719363927841187, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -85.99, 33.08 ], [ -85.97, 33.06 ], [ -85.98, 32.99 ], [ -86.0, 32.98 ], [ -86.02, 33.0 ], [ -86.05, 33.01 ], [ -86.02, 33.04 ], [ -86.04, 33.06 ], [ -86.04, 33.07 ], [ -86.01, 33.07 ], [ -85.99, 33.08 ] ] ] }, "raw_probability": 0.0378, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "eb5bbf02c64aa391b8ffdc9b1b52ccd9e417c3d4d990161b6b8e92922ba3b337", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0378, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "dcf78e743cc2439955170c88b5d5c5011ac8caa9378d476a510a4d28a3b8b8a0", "signature": { "alg": "ed25519", "sig": "abf0fa39e6db367457e137334fd74737cec27811c90c0a6fa00beed86c9126aef8a64b8b8831f8a75ceaea4c6a0d99714e9c41b81a031d8d34c1ecd0d1a2ff0a" } }, "receipt_sha256": "dcf78e743cc2439955170c88b5d5c5011ac8caa9378d476a510a4d28a3b8b8a0" }, { "storm_id": "272077", "lat": 38.0011, "lon": -78.2344, "motion_east": 5.2, "motion_south": 3.4, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1238.0, "ebshear": 25.0, "srh01": 11.0, "maxllaz": 0.004, "mesh": 0.16, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 11.0 }, { "name": "hrrr_pwat", "value": 37.7529 }, { "name": "alignment", "value": 1.3283 }, { "name": "tau", "value": 1.3345 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0373 }, "coherence_score": 1.3344589471817017, "coherence_diagnostics": { "tau": 1.3344589471817017, "grad_tau": 0.4726346731185913, "torsion": 0.0, "alignment": 1.3282763957977295, "S_field": 0.49047914147377014, "Gamma_field": 0.1974780261516571, "S_over_Gamma": 2.483715057373047, "Da": 11.839776992797852, "E_coh": 0.903333842754364, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.24, 38.05 ], [ -78.2, 38.04 ], [ -78.18, 38.01 ], [ -78.19, 37.97 ], [ -78.22, 37.95 ], [ -78.26, 37.95 ], [ -78.29, 37.97 ], [ -78.29, 38.02 ], [ -78.24, 38.05 ] ] ] }, "raw_probability": 0.0373, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "198ac44b13714d7a30f8e23cdee8ce16651a9f1daadf5102d3fd00b4aac4dd4f", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0373, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "06e7b0ee5f3e34ffb529cc1950082bed82cd48f231ca14e3f250fb61897d7fa9", "signature": { "alg": "ed25519", "sig": "eb500b5eac7c55587ee4a654c466cc4fc140bfacd33aeb8a149a57d32370c0cbc649d22888b60b885778c0cee1e204d40f3b131bac12ba898857a5a24cd58b06" } }, "receipt_sha256": "06e7b0ee5f3e34ffb529cc1950082bed82cd48f231ca14e3f250fb61897d7fa9" }, { "storm_id": "271648", "lat": 38.0632, "lon": -78.4291, "motion_east": 5.1, "motion_south": 3.9, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1382.0, "ebshear": 21.0, "srh01": 13.0, "maxllaz": 0.003, "mesh": 0.04, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 13.0 }, { "name": "hrrr_pwat", "value": 37.7529 }, { "name": "alignment", "value": 1.3283 }, { "name": "tau", "value": 1.3345 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.037 }, "coherence_score": 1.3344589471817017, "coherence_diagnostics": { "tau": 1.3344589471817017, "grad_tau": 0.4726346731185913, "torsion": 0.0, "alignment": 1.3282763957977295, "S_field": 0.49047914147377014, "Gamma_field": 0.1974780261516571, "S_over_Gamma": 2.483715057373047, "Da": 11.839776992797852, "E_coh": 0.903333842754364, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.39, 38.14 ], [ -78.37, 38.14 ], [ -78.36, 38.13 ], [ -78.36, 38.09 ], [ -78.35, 38.08 ], [ -78.35, 38.06 ], [ -78.36, 38.05 ], [ -78.36, 38.01 ], [ -78.37, 38.0 ], [ -78.39, 37.99 ], [ -78.4, 38.0 ], [ -78.47, 38.0 ], [ -78.48, 38.01 ], [ -78.52, 38.01 ], [ -78.53, 38.02 ], [ -78.54, 38.04 ], [ -78.53, 38.06 ], [ -78.53, 38.09 ], [ -78.49, 38.1 ], [ -78.48, 38.11 ], [ -78.42, 38.12 ], [ -78.39, 38.14 ] ] ] }, "raw_probability": 0.037, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "42353c18c6896778d5299042f3c52771dc05092baa64ad8a77ae3d0162c437d8", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.037, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "49b70659a0bb08fdf7ab11e5a344a11b99ff7e0b6a8b7c3c69766be30de0a60d", "signature": { "alg": "ed25519", "sig": "f8f25a3189c954e804cf8a6544d4bb8cee4818f35dd66199389236c18bf81dab20aae73ff19424cfb5860733823369f6149043f621b60589572535c079d2c80b" } }, "receipt_sha256": "49b70659a0bb08fdf7ab11e5a344a11b99ff7e0b6a8b7c3c69766be30de0a60d" }, { "storm_id": "272152", "lat": 27.6379, "lon": -81.8561, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2596.0, "ebshear": 12.0, "srh01": 14.0, "maxllaz": 0.004, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 14.0 }, { "name": "hrrr_pwat", "value": 53.2529 }, { "name": "alignment", "value": 0.6846 }, { "name": "tau", "value": 2.3855 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0368 }, "coherence_score": 2.3854899406433105, "coherence_diagnostics": { "tau": 2.3854899406433105, "grad_tau": 0.4398219585418701, "torsion": 0.0, "alignment": 0.6845939755439758, "S_field": 0.42235323786735535, "Gamma_field": 0.30247804522514343, "S_over_Gamma": 1.3963104486465454, "Da": 18.142175674438477, "E_coh": 0.950232744216919, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.82, 27.7 ], [ -81.81, 27.7 ], [ -81.8, 27.7 ], [ -81.79, 27.69 ], [ -81.78, 27.68 ], [ -81.78, 27.67 ], [ -81.78, 27.66 ], [ -81.78, 27.65 ], [ -81.79, 27.65 ], [ -81.8, 27.64 ], [ -81.8, 27.63 ], [ -81.8, 27.62 ], [ -81.8, 27.63 ], [ -81.8, 27.64 ], [ -81.81, 27.65 ], [ -81.82, 27.65 ], [ -81.83, 27.65 ], [ -81.84, 27.64 ], [ -81.84, 27.63 ], [ -81.84, 27.62 ], [ -81.84, 27.61 ], [ -81.83, 27.6 ], [ -81.84, 27.59 ], [ -81.85, 27.6 ], [ -81.84, 27.61 ], [ -81.85, 27.62 ], [ -81.84, 27.63 ], [ -81.84, 27.64 ], [ -81.85, 27.65 ], [ -81.86, 27.66 ], [ -81.87, 27.65 ], [ -81.88, 27.64 ], [ -81.87, 27.63 ], [ -81.87, 27.62 ], [ -81.87, 27.61 ], [ -81.87, 27.6 ], [ -81.88, 27.59 ], [ -81.89, 27.59 ], [ -81.9, 27.6 ], [ -81.91, 27.6 ], [ -81.92, 27.6 ], [ -81.93, 27.61 ], [ -81.94, 27.6 ], [ -81.95, 27.6 ], [ -81.96, 27.61 ], [ -81.95, 27.62 ], [ -81.94, 27.61 ], [ -81.93, 27.61 ], [ -81.92, 27.62 ], [ -81.91, 27.63 ], [ -81.9, 27.64 ], [ -81.89, 27.64 ], [ -81.88, 27.65 ], [ -81.89, 27.66 ], [ -81.88, 27.67 ], [ -81.87, 27.67 ], [ -81.86, 27.67 ], [ -81.85, 27.68 ], [ -81.84, 27.69 ], [ -81.83, 27.69 ], [ -81.82, 27.7 ] ] ] }, "raw_probability": 0.0368, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "c34b2c8c189d059545daa4526820fc2327c27e3ed237d99b1b4a6d68f6660609", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0368, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "adb821e91e63bbf1b3e227e372c2b1b7152dd75bb1bccdfd3a0011b613a30748", "signature": { "alg": "ed25519", "sig": "68f1caffaf9016e1887ea4957b1fefd0ffbe51ba3ff381711751526f7eea6d75ff499c64126e24f8e3582d4fee8eb3b6579c00d7a0b5c9d7edf89b027d19ce0c" } }, "receipt_sha256": "adb821e91e63bbf1b3e227e372c2b1b7152dd75bb1bccdfd3a0011b613a30748" }, { "storm_id": "272109", "lat": 36.6, "lon": -83.3927, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1510.0, "ebshear": 14.0, "srh01": 13.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 13.0 }, { "name": "hrrr_pwat", "value": 26.6279 }, { "name": "alignment", "value": 0.2987 }, { "name": "tau", "value": 0.2841 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0357 }, "coherence_score": 0.2840842306613922, "coherence_diagnostics": { "tau": 0.2840842306613922, "grad_tau": 0.22281146049499512, "torsion": 0.0, "alignment": 0.29866868257522583, "S_field": 0.08295158296823502, "Gamma_field": 1.8833112716674805, "S_over_Gamma": 0.04404560476541519, "Da": 111.43733978271484, "E_coh": 0.45792898535728455, "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": [ [ [ -83.42, 36.63 ], [ -83.35, 36.63 ], [ -83.34, 36.55 ], [ -83.41, 36.55 ], [ -83.42, 36.56 ], [ -83.41, 36.6 ], [ -83.38, 36.6 ], [ -83.37, 36.61 ], [ -83.38, 36.62 ], [ -83.42, 36.62 ], [ -83.42, 36.63 ] ] ] }, "raw_probability": 0.0357, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "fad3e88263f89a4e9f7cc2f85f651ef29bf0f22ce090e841cdca0a3e63d8932e", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0357, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "da752f49e5fa38cc3c101077ddc5cb2b793442c7003193c18ac0091ee62361aa", "signature": { "alg": "ed25519", "sig": "7b0809f2e6c88e1c594ab4b9a20332d0cd8d29ba48d8a57645182852c4caa228c95dbf3e8a6b8fc379f23cdcf4d784800b39c4965adcad5417ddfb57d0e8f00d" } }, "receipt_sha256": "da752f49e5fa38cc3c101077ddc5cb2b793442c7003193c18ac0091ee62361aa" }, { "storm_id": "272010", "lat": 34.58, "lon": -80.4689, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2328.0, "ebshear": 17.0, "srh01": 21.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 21.0 }, { "name": "hrrr_pwat", "value": 37.0029 }, { "name": "alignment", "value": 0.2123 }, { "name": "tau", "value": 1.4505 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0346 }, "coherence_score": 1.4504592418670654, "coherence_diagnostics": { "tau": 1.4504592418670654, "grad_tau": 0.24391481280326843, "torsion": 0.0, "alignment": 0.21226263046264648, "S_field": 0.15753693878650665, "Gamma_field": 0.2599780261516571, "S_over_Gamma": 0.6059625148773193, "Da": 15.649696350097656, "E_coh": 0.8614886403083801, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.48, 34.62 ], [ -80.44, 34.62 ], [ -80.42, 34.6 ], [ -80.42, 34.56 ], [ -80.45, 34.53 ], [ -80.5, 34.53 ], [ -80.52, 34.55 ], [ -80.51, 34.59 ], [ -80.48, 34.62 ] ] ] }, "raw_probability": 0.0346, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "7f4a28511ac16a771d6bbf8f5d92eda1fb64921d437d63bb5a2366df933f60ab", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0346, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "aa9b821a5a603309e88b2a7a08135fd332f9db7888290e7f8c00a34fca007729", "signature": { "alg": "ed25519", "sig": "a04ae82c5fb5104513759e7b8a5995957c6374f1f1c59875e1f2c5b76fcaeecc8777327419613fc11c39b5eb2619bd518383833359beb43a6f608539489a610b" } }, "receipt_sha256": "aa9b821a5a603309e88b2a7a08135fd332f9db7888290e7f8c00a34fca007729" }, { "storm_id": "272011", "lat": 34.4717, "lon": -80.7992, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2117.0, "ebshear": 17.0, "srh01": 23.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 23.0 }, { "name": "hrrr_pwat", "value": 37.0029 }, { "name": "alignment", "value": 0.2123 }, { "name": "tau", "value": 1.4505 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0346 }, "coherence_score": 1.4504592418670654, "coherence_diagnostics": { "tau": 1.4504592418670654, "grad_tau": 0.24391481280326843, "torsion": 0.0, "alignment": 0.21226263046264648, "S_field": 0.15753693878650665, "Gamma_field": 0.2599780261516571, "S_over_Gamma": 0.6059625148773193, "Da": 15.649696350097656, "E_coh": 0.8614886403083801, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.81, 34.52 ], [ -80.77, 34.52 ], [ -80.75, 34.5 ], [ -80.75, 34.47 ], [ -80.74, 34.46 ], [ -80.79, 34.42 ], [ -80.81, 34.42 ], [ -80.83, 34.44 ], [ -80.84, 34.44 ], [ -80.84, 34.47 ], [ -80.85, 34.48 ], [ -80.81, 34.52 ] ] ] }, "raw_probability": 0.0346, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "7f4a28511ac16a771d6bbf8f5d92eda1fb64921d437d63bb5a2366df933f60ab", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0346, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "aa9b821a5a603309e88b2a7a08135fd332f9db7888290e7f8c00a34fca007729", "signature": { "alg": "ed25519", "sig": "a04ae82c5fb5104513759e7b8a5995957c6374f1f1c59875e1f2c5b76fcaeecc8777327419613fc11c39b5eb2619bd518383833359beb43a6f608539489a610b" } }, "receipt_sha256": "aa9b821a5a603309e88b2a7a08135fd332f9db7888290e7f8c00a34fca007729" }, { "storm_id": "271242", "lat": 33.365, "lon": -82.7957, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1313.0, "ebshear": 15.0, "srh01": 10.0, "maxllaz": 0.002, "mesh": 0.19, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 10.0 }, { "name": "hrrr_pwat", "value": 43.3779 }, { "name": "alignment", "value": 1.6536 }, { "name": "tau", "value": 1.1929 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0326 }, "coherence_score": 1.1928600072860718, "coherence_diagnostics": { "tau": 1.1928600072860718, "grad_tau": 0.31671342253685, "torsion": 0.0, "alignment": 1.6535778045654297, "S_field": 0.40297454595565796, "Gamma_field": 0.20747803151607513, "S_over_Gamma": 1.9422516822814941, "Da": 13.147625923156738, "E_coh": 0.867621660232544, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.76, 33.41 ], [ -82.74, 33.41 ], [ -82.74, 33.38 ], [ -82.75, 33.38 ], [ -82.78, 33.35 ], [ -82.77, 33.33 ], [ -82.8, 33.3 ], [ -82.84, 33.3 ], [ -82.86, 33.32 ], [ -82.86, 33.36 ], [ -82.85, 33.38 ], [ -82.83, 33.39 ], [ -82.8, 33.39 ], [ -82.76, 33.41 ] ] ] }, "raw_probability": 0.0326, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "afc08e3ee4532affc09de70702bf3c9922adbe4e1d50a692820e6075cc4e07fe", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0326, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "bb5cbef0ff3c00c9b67d115a7a672f3faeb0289e6879b99268ce0383d87e7473", "signature": { "alg": "ed25519", "sig": "d3b1e3d1c89e64b80381e80a6c5293926515190c5745c7d2d19c1cc92cb66974bf1bc144ff8a5f3a685911cc3ac0170276b94c65466403644e6d66c9abb79006" } }, "receipt_sha256": "bb5cbef0ff3c00c9b67d115a7a672f3faeb0289e6879b99268ce0383d87e7473" }, { "storm_id": "271859", "lat": 37.4874, "lon": -79.0363, "motion_east": 2.9, "motion_south": 2.7, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1805.0, "ebshear": 18.0, "srh01": 13.0, "maxllaz": 0.002, "mesh": 0.17, "flash_rate": 5.0, "top_features": [ { "name": "srh01", "value": 13.0 }, { "name": "hrrr_pwat", "value": 41.1279 }, { "name": "alignment", "value": 2.347 }, { "name": "tau", "value": 1.2206 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0326 }, "coherence_score": 1.220568060874939, "coherence_diagnostics": { "tau": 1.220568060874939, "grad_tau": 0.463608980178833, "torsion": 0.0, "alignment": 2.3470492362976074, "S_field": 0.33779746294021606, "Gamma_field": 0.2416446954011917, "S_over_Gamma": 1.3979096412658691, "Da": 14.632262229919434, "E_coh": 0.7989543676376343, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.96, 37.57 ], [ -78.93, 37.57 ], [ -78.92, 37.56 ], [ -78.92, 37.52 ], [ -78.99, 37.48 ], [ -79.04, 37.43 ], [ -79.05, 37.4 ], [ -79.07, 37.38 ], [ -79.11, 37.38 ], [ -79.13, 37.39 ], [ -79.13, 37.44 ], [ -79.14, 37.45 ], [ -79.13, 37.48 ], [ -79.1, 37.51 ], [ -79.06, 37.52 ], [ -79.05, 37.53 ], [ -79.02, 37.53 ], [ -78.98, 37.55 ], [ -78.96, 37.57 ] ] ] }, "raw_probability": 0.0326, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "afc08e3ee4532affc09de70702bf3c9922adbe4e1d50a692820e6075cc4e07fe", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0326, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "bb5cbef0ff3c00c9b67d115a7a672f3faeb0289e6879b99268ce0383d87e7473", "signature": { "alg": "ed25519", "sig": "d3b1e3d1c89e64b80381e80a6c5293926515190c5745c7d2d19c1cc92cb66974bf1bc144ff8a5f3a685911cc3ac0170276b94c65466403644e6d66c9abb79006" } }, "receipt_sha256": "bb5cbef0ff3c00c9b67d115a7a672f3faeb0289e6879b99268ce0383d87e7473" }, { "storm_id": "271849", "lat": 33.2233, "lon": -82.8978, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1409.0, "ebshear": 17.0, "srh01": 11.0, "maxllaz": 0.004, "mesh": 0.26, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 11.0 }, { "name": "hrrr_pwat", "value": 43.3779 }, { "name": "alignment", "value": 1.6536 }, { "name": "tau", "value": 1.1929 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0319 }, "coherence_score": 1.1928600072860718, "coherence_diagnostics": { "tau": 1.1928600072860718, "grad_tau": 0.31671342253685, "torsion": 0.0, "alignment": 1.6535778045654297, "S_field": 0.40297454595565796, "Gamma_field": 0.20747803151607513, "S_over_Gamma": 1.9422516822814941, "Da": 13.147625923156738, "E_coh": 0.867621660232544, "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": [ [ [ -82.93, 33.26 ], [ -82.86, 33.26 ], [ -82.84, 33.24 ], [ -82.84, 33.19 ], [ -82.85, 33.18 ], [ -82.93, 33.18 ], [ -82.95, 33.2 ], [ -82.95, 33.24 ], [ -82.93, 33.26 ] ] ] }, "raw_probability": 0.0319, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "db28b694c2a50ceaa1c29265c52dd3c6b5219af0eff988f39a5152bda31e4630", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0319, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "443544426294a0bdfcf6f8b972253cfb612faae56efe7dfa73a72c88ed72079e", "signature": { "alg": "ed25519", "sig": "32894c1bbe247e48a241e4d683de310114f66a324253321bedabde2d889f961284578d193abefbc2afe76b30d6240c60ce9a9d76170d0770f4ec34ac8b13310d" } }, "receipt_sha256": "443544426294a0bdfcf6f8b972253cfb612faae56efe7dfa73a72c88ed72079e" }, { "storm_id": "271933", "lat": 36.9192, "lon": -79.4396, "motion_east": 3.6, "motion_south": 1.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1738.0, "ebshear": 17.0, "srh01": 13.0, "maxllaz": 0.003, "mesh": 0.13, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 13.0 }, { "name": "hrrr_pwat", "value": 38.8779 }, { "name": "alignment", "value": 0.8925 }, { "name": "tau", "value": 1.5054 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0319 }, "coherence_score": 1.5054306983947754, "coherence_diagnostics": { "tau": 1.5054306983947754, "grad_tau": 0.3081759214401245, "torsion": 0.0, "alignment": 0.892493724822998, "S_field": 0.6521196961402893, "Gamma_field": 0.21664468944072723, "S_over_Gamma": 3.0100884437561035, "Da": 13.510335922241211, "E_coh": 0.9415761232376099, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -79.34, 37.01 ], [ -79.32, 37.0 ], [ -79.29, 37.0 ], [ -79.29, 36.94 ], [ -79.34, 36.92 ], [ -79.38, 36.88 ], [ -79.44, 36.88 ], [ -79.45, 36.89 ], [ -79.47, 36.88 ], [ -79.5, 36.85 ], [ -79.49, 36.83 ], [ -79.52, 36.8 ], [ -79.55, 36.8 ], [ -79.57, 36.81 ], [ -79.56, 36.89 ], [ -79.53, 36.92 ], [ -79.53, 36.94 ], [ -79.51, 36.94 ], [ -79.5, 36.95 ], [ -79.46, 36.95 ], [ -79.44, 36.97 ], [ -79.38, 37.0 ], [ -79.35, 37.0 ], [ -79.34, 37.01 ] ] ] }, "raw_probability": 0.0319, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "db28b694c2a50ceaa1c29265c52dd3c6b5219af0eff988f39a5152bda31e4630", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0319, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "443544426294a0bdfcf6f8b972253cfb612faae56efe7dfa73a72c88ed72079e", "signature": { "alg": "ed25519", "sig": "32894c1bbe247e48a241e4d683de310114f66a324253321bedabde2d889f961284578d193abefbc2afe76b30d6240c60ce9a9d76170d0770f4ec34ac8b13310d" } }, "receipt_sha256": "443544426294a0bdfcf6f8b972253cfb612faae56efe7dfa73a72c88ed72079e" }, { "storm_id": "272044", "lat": 34.2175, "lon": -81.405, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260803_190039 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1654.0, "ebshear": 15.0, "srh01": 23.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 23.0 }, { "name": "hrrr_pwat", "value": 41.8779 }, { "name": "alignment", "value": 2.4582 }, { "name": "tau", "value": 1.4316 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0313 }, "coherence_score": 1.4316405057907104, "coherence_diagnostics": { "tau": 1.4316405057907104, "grad_tau": 0.2481164187192917, "torsion": 0.0, "alignment": 2.4581542015075684, "S_field": 0.32104045152664185, "Gamma_field": 0.25164470076560974, "S_over_Gamma": 1.275768756866455, "Da": 15.71544361114502, "E_coh": 0.8506598472595215, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.38, 34.28 ], [ -81.35, 34.24 ], [ -81.37, 34.22 ], [ -81.37, 34.19 ], [ -81.38, 34.18 ], [ -81.42, 34.18 ], [ -81.43, 34.19 ], [ -81.45, 34.19 ], [ -81.44, 34.2 ], [ -81.45, 34.21 ], [ -81.44, 34.25 ], [ -81.38, 34.28 ] ] ] }, "raw_probability": 0.0313, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "093e815d9e2847af5353ff20653f79903562f1159eb5c49916798b68e7827257", "input_sha256": "f7582edc008db60da1b1b362fe90259fdf38fb453b36505a8ed5b149f88b429e", "issued_at": "2026-08-03T19:25:06Z", "raw_probability": 0.0313, "probability": 0.000784, "confidence_lo": 0.000767, "confidence_hi": 0.000784, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "bac325384dbb99f92ff5978e08dd1078f13cd14240fe232f7df61c97225daa81", "signature": { "alg": "ed25519", "sig": "e12f7594ea78d7f443abd064847e5e4f06275e14e712a08bc9e85e45ee20575bb04762bb7d0160de34d624af24a1b25859c9e22d5bada99a7f91c7c22f3bed05" } }, "receipt_sha256": "bac325384dbb99f92ff5978e08dd1078f13cd14240fe232f7df61c97225daa81" } ] }