{ "forecast_id": "to_fcst_20260904_0240", "hazard": "tornado", "issued_at": "2026-09-04T02:40:26Z", "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": 113, "top_probability": 0.0174, "source_artifacts": [ "/data/live-tornadoes.json", "/data/tornado-storms.geojson" ], "storms": [ { "storm_id": "529092", "lat": 44.453, "lon": -89.341, "motion_east": 8.4, "motion_south": 4.7, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0174, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1654.0, "ebshear": 64.0, "srh01": 76.0, "maxllaz": 0.003, "mesh": 0.31, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 76.0 }, { "name": "hrrr_pwat", "value": 38.8615 }, { "name": "alignment", "value": -9.8502 }, { "name": "tau", "value": 1.8659 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.6712 }, "coherence_score": 1.865882158279419, "coherence_diagnostics": { "tau": 1.865882158279419, "grad_tau": 0.4684089422225952, "torsion": 0.0, "alignment": -9.850186347961426, "S_field": 0.5325750708580017, "Gamma_field": 0.18273112177848816, "S_over_Gamma": 2.9145286083221436, "Da": 11.656473159790039, "E_coh": 0.6700602173805237, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -89.36, 44.49 ], [ -89.32, 44.49 ], [ -89.3, 44.47 ], [ -89.3, 44.43 ], [ -89.32, 44.41 ], [ -89.35, 44.41 ], [ -89.36, 44.42 ], [ -89.37, 44.44 ], [ -89.37, 44.48 ], [ -89.36, 44.49 ] ] ] }, "raw_probability": 0.6712, "confidence_lo": 0.0169, "confidence_hi": 0.0174, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "91518a2a1c837937a874611de80b49da8cc9a106c5495e109aea8430beec4702", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.6712, "probability": 0.017374, "confidence_lo": 0.016871, "confidence_hi": 0.017382, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "bce30784dc600c83376d9c8d51b8b9f0e4376dde8f466f1071ce70efdf20b0dd", "signature": { "alg": "ed25519", "sig": "f705ed76c0df95b2627a0989be898bdfaed84f8259ca1276c40e6b67a7d0f6a7110d9427aa08ca42f1b82ff4db273bd32d3a9bb2dc7c706abb06b507cd298801" } }, "receipt_sha256": "bce30784dc600c83376d9c8d51b8b9f0e4376dde8f466f1071ce70efdf20b0dd" }, { "storm_id": "529126", "lat": 44.936, "lon": -89.689, "motion_east": 9.2, "motion_south": 3.2, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0174, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2244.0, "ebshear": 49.0, "srh01": 82.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 82.0 }, { "name": "hrrr_pwat", "value": 38.8615 }, { "name": "alignment", "value": -9.8502 }, { "name": "tau", "value": 1.8659 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.6712 }, "coherence_score": 1.865882158279419, "coherence_diagnostics": { "tau": 1.865882158279419, "grad_tau": 0.4684089422225952, "torsion": 0.0, "alignment": -9.850186347961426, "S_field": 0.5325750708580017, "Gamma_field": 0.18273112177848816, "S_over_Gamma": 2.9145286083221436, "Da": 11.656473159790039, "E_coh": 0.6700602173805237, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -89.67, 44.97 ], [ -89.65, 44.97 ], [ -89.66, 44.93 ], [ -89.69, 44.89 ], [ -89.71, 44.89 ], [ -89.72, 44.9 ], [ -89.72, 44.94 ], [ -89.71, 44.95 ], [ -89.69, 44.95 ], [ -89.67, 44.97 ] ] ] }, "raw_probability": 0.6712, "confidence_lo": 0.0169, "confidence_hi": 0.0174, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "91518a2a1c837937a874611de80b49da8cc9a106c5495e109aea8430beec4702", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.6712, "probability": 0.017374, "confidence_lo": 0.016871, "confidence_hi": 0.017382, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "bce30784dc600c83376d9c8d51b8b9f0e4376dde8f466f1071ce70efdf20b0dd", "signature": { "alg": "ed25519", "sig": "f705ed76c0df95b2627a0989be898bdfaed84f8259ca1276c40e6b67a7d0f6a7110d9427aa08ca42f1b82ff4db273bd32d3a9bb2dc7c706abb06b507cd298801" } }, "receipt_sha256": "bce30784dc600c83376d9c8d51b8b9f0e4376dde8f466f1071ce70efdf20b0dd" }, { "storm_id": "528514", "lat": 39.4182, "lon": -78.8482, "motion_east": 6.7, "motion_south": 8.3, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0174, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1024.0, "ebshear": 39.0, "srh01": 133.0, "maxllaz": 0.003, "mesh": 0.45, "flash_rate": 5.0, "top_features": [ { "name": "srh01", "value": 133.0 }, { "name": "hrrr_pwat", "value": 46.6115 }, { "name": "alignment", "value": -0.5907 }, { "name": "tau", "value": 1.9304 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.663 }, "coherence_score": 1.9304046630859375, "coherence_diagnostics": { "tau": 1.9304046630859375, "grad_tau": 0.6776409149169922, "torsion": 1.3292337008863342e-08, "alignment": -0.5907187461853027, "S_field": 1.3114067316055298, "Gamma_field": 0.28939780592918396, "S_over_Gamma": 4.531501770019531, "Da": 17.08562660217285, "E_coh": 0.7679316997528076, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.82, 39.46 ], [ -78.8, 39.46 ], [ -78.78, 39.44 ], [ -78.79, 39.39 ], [ -78.85, 39.34 ], [ -78.91, 39.35 ], [ -78.93, 39.38 ], [ -78.92, 39.42 ], [ -78.88, 39.45 ], [ -78.83, 39.45 ], [ -78.82, 39.46 ] ] ] }, "raw_probability": 0.663, "confidence_lo": 0.0169, "confidence_hi": 0.0174, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "dff46396439e7ec464596a309835b0451d4004dc8f36d9ea3af9269f7cb8afca", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.663, "probability": 0.017374, "confidence_lo": 0.016871, "confidence_hi": 0.017382, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2c66ae419d83e1baf90186ed4c08a37ac7424186f567e3557e5f3e3250edf29a", "signature": { "alg": "ed25519", "sig": "350a9dc103322bc23768fc72b571f7ba51b07a2eb3d68a13d79073e75bd1dcce805b90bc6dd34cc0b5ffe4daa9e3b73217b09a93336a2fe09ced9fc191e7e70f" } }, "receipt_sha256": "2c66ae419d83e1baf90186ed4c08a37ac7424186f567e3557e5f3e3250edf29a" }, { "storm_id": "528898", "lat": 39.4405, "lon": -77.2936, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0174, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2648.0, "ebshear": 41.0, "srh01": 88.0, "maxllaz": 0.006, "mesh": 1.02, "flash_rate": 19.0, "top_features": [ { "name": "srh01", "value": 88.0 }, { "name": "hrrr_pwat", "value": 47.9865 }, { "name": "alignment", "value": -5.1184 }, { "name": "tau", "value": 2.1072 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.656 }, "coherence_score": 2.1072142124176025, "coherence_diagnostics": { "tau": 2.1072142124176025, "grad_tau": 0.6374108791351318, "torsion": 0.0, "alignment": -5.118387222290039, "S_field": 1.4403750896453857, "Gamma_field": 0.3060644567012787, "S_over_Gamma": 4.706116676330566, "Da": 17.81498908996582, "E_coh": 0.8362272381782532, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.29, 39.54 ], [ -77.24, 39.53 ], [ -77.22, 39.51 ], [ -77.21, 39.47 ], [ -77.2, 39.46 ], [ -77.2, 39.44 ], [ -77.21, 39.43 ], [ -77.2, 39.41 ], [ -77.2, 39.38 ], [ -77.21, 39.36 ], [ -77.28, 39.3 ], [ -77.37, 39.3 ], [ -77.4, 39.35 ], [ -77.4, 39.39 ], [ -77.41, 39.41 ], [ -77.4, 39.42 ], [ -77.4, 39.44 ], [ -77.36, 39.48 ], [ -77.35, 39.48 ], [ -77.31, 39.52 ], [ -77.31, 39.53 ], [ -77.29, 39.54 ] ] ] }, "raw_probability": 0.656, "confidence_lo": 0.0169, "confidence_hi": 0.0174, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "13f8c4fd26812aa1af95d487bb9bfbb726691d84a38ebaedca4481d795195a38", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.656, "probability": 0.017374, "confidence_lo": 0.016871, "confidence_hi": 0.017382, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8894a8afc160a44b1df2eb25c75bfaad0789e0de8a6c3d53f68507e900e62c72", "signature": { "alg": "ed25519", "sig": "8a5fcd6dd387fd5add85e088583213d83118087440398c71a8b973bf48a520e27c0f56eb906e68666f208dea2d077e6938ec4a128a0b14a60f8881e6cb25c500" } }, "receipt_sha256": "8894a8afc160a44b1df2eb25c75bfaad0789e0de8a6c3d53f68507e900e62c72" }, { "storm_id": "529060", "lat": 39.4613, "lon": -78.1273, "motion_east": 6.8, "motion_south": 7.7, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0162, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1910.0, "ebshear": 39.0, "srh01": 82.0, "maxllaz": 0.005, "mesh": 0.04, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 82.0 }, { "name": "hrrr_pwat", "value": 46.6115 }, { "name": "alignment", "value": -0.5907 }, { "name": "tau", "value": 1.9304 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.6433 }, "coherence_score": 1.9304046630859375, "coherence_diagnostics": { "tau": 1.9304046630859375, "grad_tau": 0.6776409149169922, "torsion": 1.3292337008863342e-08, "alignment": -0.5907187461853027, "S_field": 1.3114067316055298, "Gamma_field": 0.28939780592918396, "S_over_Gamma": 4.531501770019531, "Da": 17.08562660217285, "E_coh": 0.7679316997528076, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.13, 39.55 ], [ -78.09, 39.54 ], [ -78.06, 39.52 ], [ -78.06, 39.45 ], [ -78.08, 39.41 ], [ -78.1, 39.39 ], [ -78.12, 39.38 ], [ -78.16, 39.38 ], [ -78.17, 39.39 ], [ -78.17, 39.42 ], [ -78.15, 39.45 ], [ -78.15, 39.47 ], [ -78.17, 39.49 ], [ -78.17, 39.53 ], [ -78.13, 39.55 ] ] ] }, "raw_probability": 0.6433, "confidence_lo": 0.0116, "confidence_hi": 0.0163, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "e1f8f48db3623a9b29a5562603a19f20e1a7d0b9b2e12fb9f515c22486e5462f", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.6433, "probability": 0.016184, "confidence_lo": 0.011574, "confidence_hi": 0.01626, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8809b2cf09060398e256bc4d408dbd7930f32d764d50014727bff4fd5875b857", "signature": { "alg": "ed25519", "sig": "53a6fe2425fc98abd7e1f6d43f586125d01a1852f6671fb4473ee71983fdf056836c9331a6d9c7310298afea1282e610c0e2822f2995bf9e2da323931b705508" } }, "receipt_sha256": "8809b2cf09060398e256bc4d408dbd7930f32d764d50014727bff4fd5875b857" }, { "storm_id": "528849", "lat": 40.03, "lon": -77.9425, "motion_east": 5.4, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0106, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 707.0, "ebshear": 33.0, "srh01": 57.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 57.0 }, { "name": "hrrr_pwat", "value": 47.9865 }, { "name": "alignment", "value": -5.1184 }, { "name": "tau", "value": 2.1072 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.6123 }, "coherence_score": 2.1072142124176025, "coherence_diagnostics": { "tau": 2.1072142124176025, "grad_tau": 0.6374108791351318, "torsion": 0.0, "alignment": -5.118387222290039, "S_field": 1.4403750896453857, "Gamma_field": 0.3060644567012787, "S_over_Gamma": 4.706116676330566, "Da": 17.81498908996582, "E_coh": 0.8362272381782532, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.88, 40.11 ], [ -77.8, 40.11 ], [ -77.78, 40.07 ], [ -77.8, 40.03 ], [ -77.81, 39.97 ], [ -77.88, 39.91 ], [ -77.9, 39.93 ], [ -77.94, 39.93 ], [ -77.97, 39.95 ], [ -78.01, 39.96 ], [ -78.04, 39.99 ], [ -78.08, 40.0 ], [ -78.1, 40.03 ], [ -78.1, 40.07 ], [ -78.08, 40.07 ], [ -78.07, 40.08 ], [ -77.93, 40.08 ], [ -77.91, 40.1 ], [ -77.89, 40.1 ], [ -77.88, 40.11 ] ] ] }, "raw_probability": 0.6123, "confidence_lo": 0.0101, "confidence_hi": 0.0106, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "e9bb7519d9dd31441231e6b7ef72a97326b27a4dd75a336f4a03750124158485", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.6123, "probability": 0.010588, "confidence_lo": 0.010064, "confidence_hi": 0.010593, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a5571f0222a42c472a61f494d497509bdb53a1c521f1483cd112821a53801a33", "signature": { "alg": "ed25519", "sig": "08d7d17c884ae415f535b939d7f5e2df7fef5c84ae141d602958238489b16e087a7caf60136e0a5693637c54d1b472d3e05ef7f161170238c811f7ef4924df0e" } }, "receipt_sha256": "a5571f0222a42c472a61f494d497509bdb53a1c521f1483cd112821a53801a33" }, { "storm_id": "529099", "lat": 39.885, "lon": -78.275, "motion_east": 5.5, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0106, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1117.0, "ebshear": 33.0, "srh01": 121.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 121.0 }, { "name": "hrrr_pwat", "value": 46.6115 }, { "name": "alignment", "value": -0.5907 }, { "name": "tau", "value": 1.9304 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.5995 }, "coherence_score": 1.9304046630859375, "coherence_diagnostics": { "tau": 1.9304046630859375, "grad_tau": 0.6776409149169922, "torsion": 1.3292337008863342e-08, "alignment": -0.5907187461853027, "S_field": 1.3114067316055298, "Gamma_field": 0.28939780592918396, "S_over_Gamma": 4.531501770019531, "Da": 17.08562660217285, "E_coh": 0.7679316997528076, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.29, 39.95 ], [ -78.28, 39.94 ], [ -78.24, 39.93 ], [ -78.22, 39.91 ], [ -78.22, 39.85 ], [ -78.25, 39.83 ], [ -78.26, 39.84 ], [ -78.28, 39.83 ], [ -78.31, 39.83 ], [ -78.33, 39.86 ], [ -78.33, 39.9 ], [ -78.29, 39.95 ] ] ] }, "raw_probability": 0.5995, "confidence_lo": 0.0101, "confidence_hi": 0.0106, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "dda4bf9a9170d0dcfcee55e7065875612e09d2b82846d45c788c0aa65bbd1ced", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.5995, "probability": 0.010588, "confidence_lo": 0.010064, "confidence_hi": 0.010593, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0e8899bf50ddf3408a27cec245db4a8c5c3224d9a1a63491618a3dcda376bd0d", "signature": { "alg": "ed25519", "sig": "9c28e18f9d3f89203c7e4625ced4dd1ceadce2fc386731d285f337aa52fa62a88a181a9ece49c4ea1c5a3b52f1d6938bce2ccb844e8c5faa73af43847665ad07" } }, "receipt_sha256": "0e8899bf50ddf3408a27cec245db4a8c5c3224d9a1a63491618a3dcda376bd0d" }, { "storm_id": "529058", "lat": 42.1892, "lon": -76.7775, "motion_east": 8.7, "motion_south": 2.6, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0103, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1914.0, "ebshear": 34.0, "srh01": 72.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 72.0 }, { "name": "hrrr_pwat", "value": 41.2365 }, { "name": "alignment", "value": 7.0398 }, { "name": "tau", "value": 1.5153 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.5779 }, "coherence_score": 1.5152575969696045, "coherence_diagnostics": { "tau": 1.5152575969696045, "grad_tau": 0.4819817543029785, "torsion": 0.0, "alignment": 7.039752960205078, "S_field": 0.6372345685958862, "Gamma_field": 0.33523112535476685, "S_over_Gamma": 1.900881290435791, "Da": 19.376909255981445, "E_coh": 0.5361835360527039, "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": [ [ [ -76.77, 42.22 ], [ -76.75, 42.22 ], [ -76.74, 42.2 ], [ -76.74, 42.17 ], [ -76.75, 42.16 ], [ -76.79, 42.16 ], [ -76.8, 42.15 ], [ -76.82, 42.16 ], [ -76.82, 42.19 ], [ -76.8, 42.21 ], [ -76.78, 42.21 ], [ -76.77, 42.22 ] ] ] }, "raw_probability": 0.5779, "confidence_lo": 0.0099, "confidence_hi": 0.0103, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "528cd84b5939cf5e8f1f580d1186795d0259c09145d01510c11809d8a3586dcd", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.5779, "probability": 0.010296, "confidence_lo": 0.009901, "confidence_hi": 0.0103, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "bf9cf3d5529cc7b6856f3516a0d8fca0398ec4aa79f6102722ed32cc7336a212", "signature": { "alg": "ed25519", "sig": "c6659c7cc6838227727e6b45cab25aef376c45e119829f53421a2cb422e1249174852943a827cdddbb329987d3b7b883e8b3b4ba4f45180d5c8e3b4b28392b0f" } }, "receipt_sha256": "bf9cf3d5529cc7b6856f3516a0d8fca0398ec4aa79f6102722ed32cc7336a212" }, { "storm_id": "528991", "lat": 44.5257, "lon": -88.1386, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0103, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 629.0, "ebshear": 49.0, "srh01": 154.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 154.0 }, { "name": "hrrr_pwat", "value": 38.6115 }, { "name": "alignment", "value": -4.9926 }, { "name": "tau", "value": 1.5181 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.5723 }, "coherence_score": 1.5181442499160767, "coherence_diagnostics": { "tau": 1.5181442499160767, "grad_tau": 0.37477511167526245, "torsion": 0.0, "alignment": -4.9925761222839355, "S_field": 0.6527314186096191, "Gamma_field": 0.57523113489151, "S_over_Gamma": 1.1347289085388184, "Da": 36.45401382446289, "E_coh": 0.6075047254562378, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -88.12, 44.57 ], [ -88.1, 44.56 ], [ -88.11, 44.55 ], [ -88.11, 44.53 ], [ -88.1, 44.52 ], [ -88.11, 44.5 ], [ -88.14, 44.48 ], [ -88.18, 44.48 ], [ -88.19, 44.49 ], [ -88.19, 44.51 ], [ -88.17, 44.52 ], [ -88.16, 44.54 ], [ -88.14, 44.54 ], [ -88.12, 44.57 ] ] ] }, "raw_probability": 0.5723, "confidence_lo": 0.0062, "confidence_hi": 0.0103, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "9cc250f9d12428fd1d2912eb93dcfc5c20d80cf05554c6f69cffaa52cea74e3e", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.5723, "probability": 0.010258, "confidence_lo": 0.006211, "confidence_hi": 0.0103, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "714f2f53b5284fb7f28678f608c7c82fc520d1db75333c8e0c781ea60e7f50ff", "signature": { "alg": "ed25519", "sig": "c83aa1df48615f7522d1a6aa6104b5b1f731090ff4ce023db56ddc5c799b06ec73abe1b8c2f6138205d60a10fc1342f0e6b7acf2486527240c9a6ba17c07ff07" } }, "receipt_sha256": "714f2f53b5284fb7f28678f608c7c82fc520d1db75333c8e0c781ea60e7f50ff" }, { "storm_id": "528818", "lat": 45.1869, "lon": -89.4469, "motion_east": 11.5, "motion_south": 5.1, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.006, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2043.0, "ebshear": 48.0, "srh01": 101.0, "maxllaz": 0.002, "mesh": 0.1, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 101.0 }, { "name": "hrrr_pwat", "value": 35.9865 }, { "name": "alignment", "value": -4.2438 }, { "name": "tau", "value": 1.4256 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.5336 }, "coherence_score": 1.425590991973877, "coherence_diagnostics": { "tau": 1.425590991973877, "grad_tau": 0.41459086537361145, "torsion": 0.0, "alignment": -4.243840217590332, "S_field": 0.3391695022583008, "Gamma_field": 0.22439779341220856, "S_over_Gamma": 1.5114654302597046, "Da": 14.459535598754883, "E_coh": 0.5146844983100891, "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": [ [ [ -89.5, 45.24 ], [ -89.46, 45.24 ], [ -89.42, 45.2 ], [ -89.39, 45.2 ], [ -89.37, 45.19 ], [ -89.37, 45.14 ], [ -89.38, 45.13 ], [ -89.42, 45.13 ], [ -89.46, 45.16 ], [ -89.5, 45.16 ], [ -89.52, 45.18 ], [ -89.52, 45.22 ], [ -89.5, 45.24 ] ] ] }, "raw_probability": 0.5336, "confidence_lo": 0.0059, "confidence_hi": 0.006, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "cd4494f2a567d5c8469ad1a0a216c4898f6d3491be77f821b0c64fe481077073", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.5336, "probability": 0.005964, "confidence_lo": 0.005871, "confidence_hi": 0.005965, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "989e0bee782aa538fe7783c873470ad4172c27406b6320dfef5722bdd7252c0f", "signature": { "alg": "ed25519", "sig": "b5f45e1ad8c875644620f8baac25238f867609ddafd9ddeed98026f3a870cc6e9320730f9c1c79eeeb5f223af3ac1258ae7d2509c020860641133c454d101705" } }, "receipt_sha256": "989e0bee782aa538fe7783c873470ad4172c27406b6320dfef5722bdd7252c0f" }, { "storm_id": "529125", "lat": 45.268, "lon": -89.608, "motion_east": 11.5, "motion_south": 5.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.006, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1765.0, "ebshear": 52.0, "srh01": 97.0, "maxllaz": 0.001, "mesh": 0.08, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 97.0 }, { "name": "hrrr_pwat", "value": 35.9865 }, { "name": "alignment", "value": -4.2438 }, { "name": "tau", "value": 1.4256 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.5184 }, "coherence_score": 1.425590991973877, "coherence_diagnostics": { "tau": 1.425590991973877, "grad_tau": 0.41459086537361145, "torsion": 0.0, "alignment": -4.243840217590332, "S_field": 0.3391695022583008, "Gamma_field": 0.22439779341220856, "S_over_Gamma": 1.5114654302597046, "Da": 14.459535598754883, "E_coh": 0.5146844983100891, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -89.63, 45.3 ], [ -89.58, 45.3 ], [ -89.57, 45.29 ], [ -89.57, 45.24 ], [ -89.58, 45.23 ], [ -89.62, 45.23 ], [ -89.62, 45.24 ], [ -89.64, 45.26 ], [ -89.64, 45.29 ], [ -89.63, 45.3 ] ] ] }, "raw_probability": 0.5184, "confidence_lo": 0.0059, "confidence_hi": 0.006, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "4409d840e99b39ece9237a43df7125f1849cd273166385322cb2bf15792b4a9f", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.5184, "probability": 0.005964, "confidence_lo": 0.005871, "confidence_hi": 0.005965, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d761b15c6c368a1a1a93f5392379eca53b7d9cf1575f3c63024e363b95ee4b62", "signature": { "alg": "ed25519", "sig": "85cd0bf3dfcdddbc82d42560ef19b7ac50bc5b21ca61a8d3958cf3ef0d445635491bae9c3252371e6514102fbcf8c537d029f421f025f5d01e84706dc0c0bb02" } }, "receipt_sha256": "d761b15c6c368a1a1a93f5392379eca53b7d9cf1575f3c63024e363b95ee4b62" }, { "storm_id": "529095", "lat": 41.955, "lon": -76.062, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.006, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1442.0, "ebshear": 34.0, "srh01": 70.0, "maxllaz": 0.004, "mesh": 0.17, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 70.0 }, { "name": "hrrr_pwat", "value": 43.2365 }, { "name": "alignment", "value": 9.0421 }, { "name": "tau", "value": 1.9306 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.4953 }, "coherence_score": 1.9306321144104004, "coherence_diagnostics": { "tau": 1.9306321144104004, "grad_tau": 0.3183019757270813, "torsion": 0.0, "alignment": 9.042089462280273, "S_field": 0.7949817180633545, "Gamma_field": 0.23523111641407013, "S_over_Gamma": 3.379577159881592, "Da": 13.653609275817871, "E_coh": 0.6799015998840332, "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": [ [ [ -76.08, 41.99 ], [ -76.03, 41.99 ], [ -76.02, 41.98 ], [ -76.04, 41.95 ], [ -76.03, 41.94 ], [ -76.03, 41.91 ], [ -76.11, 41.91 ], [ -76.1, 41.93 ], [ -76.1, 41.96 ], [ -76.08, 41.99 ] ] ] }, "raw_probability": 0.4953, "confidence_lo": 0.0059, "confidence_hi": 0.006, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "13ba095c8b044657c1a4d04a0489b8602d7de5fd7c03cce6fbe0f2c4dec0a9d8", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.4953, "probability": 0.005964, "confidence_lo": 0.005871, "confidence_hi": 0.005965, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3e045d8f768fea4d535289ba81b3ccb810082eb6509ebbd914f87e232d800cea", "signature": { "alg": "ed25519", "sig": "fef788ee75655f40ce789a3c9b5466d768a7358000af1839183eb93315e301860f66d991e3187b1a31506c0a9a3c43e6a658b639f68775c345ac106ad4c7ea0e" } }, "receipt_sha256": "3e045d8f768fea4d535289ba81b3ccb810082eb6509ebbd914f87e232d800cea" }, { "storm_id": "528582", "lat": 42.5808, "lon": -77.0824, "motion_east": 8.9, "motion_south": 2.7, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.006, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1144.0, "ebshear": 39.0, "srh01": 76.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 76.0 }, { "name": "hrrr_pwat", "value": 49.9865 }, { "name": "alignment", "value": 3.4064 }, { "name": "tau", "value": 1.1708 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.4755 }, "coherence_score": 1.1708040237426758, "coherence_diagnostics": { "tau": 1.1708040237426758, "grad_tau": 0.2860914170742035, "torsion": 0.0, "alignment": 3.4063613414764404, "S_field": 0.4987363815307617, "Gamma_field": 0.3243978023529053, "S_over_Gamma": 1.5374221801757812, "Da": 19.22245979309082, "E_coh": 0.48541128635406494, "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": [ [ [ -77.15, 42.68 ], [ -77.14, 42.67 ], [ -77.09, 42.67 ], [ -77.08, 42.66 ], [ -77.04, 42.65 ], [ -77.04, 42.64 ], [ -76.98, 42.58 ], [ -76.96, 42.57 ], [ -76.95, 42.54 ], [ -76.89, 42.48 ], [ -76.89, 42.44 ], [ -76.93, 42.44 ], [ -76.94, 42.46 ], [ -76.97, 42.48 ], [ -77.1, 42.47 ], [ -77.14, 42.49 ], [ -77.2, 42.55 ], [ -77.22, 42.55 ], [ -77.22, 42.58 ], [ -77.23, 42.6 ], [ -77.2, 42.64 ], [ -77.2, 42.66 ], [ -77.19, 42.67 ], [ -77.16, 42.67 ], [ -77.15, 42.68 ] ] ] }, "raw_probability": 0.4755, "confidence_lo": 0.0059, "confidence_hi": 0.006, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "7072c0088312877684cd3c80993fccf5a4c2a2e1455aaec5cfc92b847d7cb01a", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.4755, "probability": 0.005964, "confidence_lo": 0.005871, "confidence_hi": 0.005965, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "44d7a537d69cf0e69ce85ed9a47aac5dcb118ebca7a53860c75c93d3fdd70fcc", "signature": { "alg": "ed25519", "sig": "583fb9eaacb5bc8ea4562275abb38caff6217f858cedadf26628237c0ec38186cdd35ce50702380d5435087b682ab8adf1aaf0a3bc500949556d6fc05918b001" } }, "receipt_sha256": "44d7a537d69cf0e69ce85ed9a47aac5dcb118ebca7a53860c75c93d3fdd70fcc" }, { "storm_id": "528790", "lat": 42.096, "lon": -77.06, "motion_east": 6.3, "motion_south": 0.7, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.006, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1916.0, "ebshear": 37.0, "srh01": 59.0, "maxllaz": 0.003, "mesh": 0.32, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 59.0 }, { "name": "hrrr_pwat", "value": 41.2365 }, { "name": "alignment", "value": 7.0398 }, { "name": "tau", "value": 1.5153 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.4719 }, "coherence_score": 1.5152575969696045, "coherence_diagnostics": { "tau": 1.5152575969696045, "grad_tau": 0.4819817543029785, "torsion": 0.0, "alignment": 7.039752960205078, "S_field": 0.6372345685958862, "Gamma_field": 0.33523112535476685, "S_over_Gamma": 1.900881290435791, "Da": 19.376909255981445, "E_coh": 0.5361835360527039, "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": [ [ [ -77.08, 42.14 ], [ -77.05, 42.14 ], [ -77.01, 42.1 ], [ -77.01, 42.06 ], [ -77.02, 42.05 ], [ -77.06, 42.05 ], [ -77.09, 42.07 ], [ -77.1, 42.09 ], [ -77.1, 42.12 ], [ -77.08, 42.14 ] ] ] }, "raw_probability": 0.4719, "confidence_lo": 0.0059, "confidence_hi": 0.006, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "8fc38c5d599aba56eeb01b7d60280171359f06037806ee4f25a1375a7ee877e2", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.4719, "probability": 0.005964, "confidence_lo": 0.005871, "confidence_hi": 0.005965, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0c960e6c7830c3651d15d9555a117452a04dd45801f2ca9d1ac33b9d5d88d734", "signature": { "alg": "ed25519", "sig": "62eb337e1bd0a733708a4e092bddfb38edc67e22b703ff7598d6faf48c6232be726aaa4b41f3851b9d0bb34943d2a0898307d5a5efbdf03413692a73cd60d500" } }, "receipt_sha256": "0c960e6c7830c3651d15d9555a117452a04dd45801f2ca9d1ac33b9d5d88d734" }, { "storm_id": "529002", "lat": 46.6031, "lon": -92.4892, "motion_east": 8.2, "motion_south": -3.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.006, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1707.0, "ebshear": 49.0, "srh01": 221.0, "maxllaz": 0.005, "mesh": 0.08, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 221.0 }, { "name": "hrrr_pwat", "value": 36.3615 }, { "name": "alignment", "value": -11.678 }, { "name": "tau", "value": 0.52 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.4198 }, "coherence_score": 0.520011305809021, "coherence_diagnostics": { "tau": 0.520011305809021, "grad_tau": 0.1683456301689148, "torsion": 0.0, "alignment": -11.678013801574707, "S_field": 0.29846182465553284, "Gamma_field": 0.17523111402988434, "S_over_Gamma": 1.7032467126846313, "Da": 10.473311424255371, "E_coh": 0.607485830783844, "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": [ [ [ -92.49, 46.65 ], [ -92.43, 46.62 ], [ -92.43, 46.6 ], [ -92.45, 46.58 ], [ -92.45, 46.57 ], [ -92.46, 46.57 ], [ -92.48, 46.55 ], [ -92.52, 46.56 ], [ -92.56, 46.59 ], [ -92.56, 46.62 ], [ -92.54, 46.64 ], [ -92.5, 46.64 ], [ -92.49, 46.65 ] ] ] }, "raw_probability": 0.4198, "confidence_lo": 0.0054, "confidence_hi": 0.006, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "53756b6d655ab5750836d0d7e6d8ee8e4546c9d9122c98f917862a354e9c2740", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.4198, "probability": 0.005961, "confidence_lo": 0.005376, "confidence_hi": 0.005965, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7af421efa06159e4cdb70879dcf583fbee104482e327275b382ee7741f40f6be", "signature": { "alg": "ed25519", "sig": "e299c88bce6fdb962088091659681399f46fd9ea9f0237672f830ce9d9edea5189b38bbde1426c81a81f46852198353cd932a5e90990b59933b856d959377c02" } }, "receipt_sha256": "7af421efa06159e4cdb70879dcf583fbee104482e327275b382ee7741f40f6be" }, { "storm_id": "527694", "lat": 43.9524, "lon": -89.082, "motion_east": 11.7, "motion_south": 9.4, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0057, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1208.0, "ebshear": 51.0, "srh01": 61.0, "maxllaz": 0.002, "mesh": 0.16, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 61.0 }, { "name": "hrrr_pwat", "value": 49.2365 }, { "name": "alignment", "value": -0.7519 }, { "name": "tau", "value": 2.1348 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.4129 }, "coherence_score": 2.134781837463379, "coherence_diagnostics": { "tau": 2.134781837463379, "grad_tau": 0.41105055809020996, "torsion": 0.0, "alignment": -0.7519161701202393, "S_field": 0.8713268637657166, "Gamma_field": 0.3785644769668579, "S_over_Gamma": 2.3016602993011475, "Da": 23.747900009155273, "E_coh": 0.8742696046829224, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 6, "geometry": { "type": "Polygon", "coordinates": [ [ [ -88.98, 44.08 ], [ -88.95, 44.07 ], [ -88.93, 44.05 ], [ -88.93, 44.02 ], [ -89.0, 43.95 ], [ -89.0, 43.94 ], [ -89.03, 43.91 ], [ -89.03, 43.9 ], [ -89.08, 43.85 ], [ -89.1, 43.84 ], [ -89.15, 43.84 ], [ -89.16, 43.83 ], [ -89.25, 43.83 ], [ -89.26, 43.84 ], [ -89.26, 43.86 ], [ -89.22, 43.9 ], [ -89.17, 43.92 ], [ -89.14, 43.95 ], [ -89.14, 43.96 ], [ -89.11, 43.99 ], [ -89.11, 44.0 ], [ -89.05, 44.06 ], [ -89.03, 44.07 ], [ -88.99, 44.07 ], [ -88.98, 44.08 ] ] ] }, "raw_probability": 0.4129, "confidence_lo": 0.0054, "confidence_hi": 0.0057, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "2ec0eb4c9013687b8527a5588844a64525eb15396618d8d9340c55051ff8c920", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.4129, "probability": 0.005733, "confidence_lo": 0.005376, "confidence_hi": 0.005735, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "bd86f0781b1864b006f89835e49e5c9c45e43bfbf28bb61223daac726f4dffc3", "signature": { "alg": "ed25519", "sig": "d92596ccfa9f810fe7209dd212505ebbac1851967289245650a7b7281be89a766029ed75473b60f8ecacf9a16e21671e2bc0464bea6a3d7478e75a54e448a100" } }, "receipt_sha256": "bd86f0781b1864b006f89835e49e5c9c45e43bfbf28bb61223daac726f4dffc3" }, { "storm_id": "529116", "lat": 38.3267, "lon": -77.1717, "motion_east": 7.6, "motion_south": 5.2, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0057, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 4163.0, "ebshear": 26.0, "srh01": 83.0, "maxllaz": 0.005, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 83.0 }, { "name": "hrrr_pwat", "value": 32.2365 }, { "name": "alignment", "value": 2.992 }, { "name": "tau", "value": 2.333 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.4111 }, "coherence_score": 2.3329715728759766, "coherence_diagnostics": { "tau": 2.3329715728759766, "grad_tau": 0.11847671866416931, "torsion": 0.0, "alignment": 2.991999387741089, "S_field": 1.0348408222198486, "Gamma_field": 0.33273112773895264, "S_over_Gamma": 3.1101412773132324, "Da": 20.45916748046875, "E_coh": 0.8789937496185303, "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": [ [ [ -77.17, 38.37 ], [ -77.11, 38.36 ], [ -77.11, 38.33 ], [ -77.14, 38.29 ], [ -77.16, 38.28 ], [ -77.19, 38.28 ], [ -77.21, 38.29 ], [ -77.21, 38.32 ], [ -77.2, 38.33 ], [ -77.2, 38.35 ], [ -77.19, 38.35 ], [ -77.17, 38.37 ] ] ] }, "raw_probability": 0.4111, "confidence_lo": 0.0054, "confidence_hi": 0.0057, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "4a13417ef995235fd6096d82a248f89cf02b3c0d4eb1f8780f8b636832cf8d79", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.4111, "probability": 0.005733, "confidence_lo": 0.005376, "confidence_hi": 0.005735, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "dfc22babd629ed90fa2304aef42c113523901a7870c222c969bbc33e4c08c61e", "signature": { "alg": "ed25519", "sig": "a8248bb18c1d9e0c123366d433bef5c0da5513f44dd53fe31d4a09a3e89df134ef7a9f51babe59bb93357f2b4774cb8a50fa273904389562615ac2c7e91b7b00" } }, "receipt_sha256": "dfc22babd629ed90fa2304aef42c113523901a7870c222c969bbc33e4c08c61e" }, { "storm_id": "528994", "lat": 38.4356, "lon": -77.39, "motion_east": 7.7, "motion_south": 5.4, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0057, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 3074.0, "ebshear": 26.0, "srh01": 74.0, "maxllaz": 0.004, "mesh": 0.2, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 74.0 }, { "name": "hrrr_pwat", "value": 32.2365 }, { "name": "alignment", "value": 2.992 }, { "name": "tau", "value": 2.333 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.403 }, "coherence_score": 2.3329715728759766, "coherence_diagnostics": { "tau": 2.3329715728759766, "grad_tau": 0.11847671866416931, "torsion": 0.0, "alignment": 2.991999387741089, "S_field": 1.0348408222198486, "Gamma_field": 0.33273112773895264, "S_over_Gamma": 3.1101412773132324, "Da": 20.45916748046875, "E_coh": 0.8789937496185303, "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": [ [ [ -77.4, 38.46 ], [ -77.36, 38.46 ], [ -77.35, 38.45 ], [ -77.38, 38.39 ], [ -77.4, 38.4 ], [ -77.4, 38.42 ], [ -77.41, 38.43 ], [ -77.41, 38.45 ], [ -77.4, 38.46 ] ] ] }, "raw_probability": 0.403, "confidence_lo": 0.0054, "confidence_hi": 0.0057, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "191f0517e1a0ca6e0acedaa6ae94c7f26dec64ef56f8707591a7c08c4365ce40", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.403, "probability": 0.005733, "confidence_lo": 0.005376, "confidence_hi": 0.005735, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3fd2daf620e3e3cbe63da068cb7b2f74222a286c434db1fc1492e437dc56011b", "signature": { "alg": "ed25519", "sig": "9856f45fb3cd044c85a20ce88d570863505a1aa4f6808d8a6111a3b83348ef3d619884b07cb22b1df3258ad2e695b569472302ec5273a390283cb87dd42cf009" } }, "receipt_sha256": "3fd2daf620e3e3cbe63da068cb7b2f74222a286c434db1fc1492e437dc56011b" }, { "storm_id": "529129", "lat": 38.452, "lon": -77.236, "motion_east": 7.7, "motion_south": 5.4, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0057, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 3753.0, "ebshear": 27.0, "srh01": 83.0, "maxllaz": 0.004, "mesh": 0.19, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 83.0 }, { "name": "hrrr_pwat", "value": 32.2365 }, { "name": "alignment", "value": 2.992 }, { "name": "tau", "value": 2.333 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.403 }, "coherence_score": 2.3329715728759766, "coherence_diagnostics": { "tau": 2.3329715728759766, "grad_tau": 0.11847671866416931, "torsion": 0.0, "alignment": 2.991999387741089, "S_field": 1.0348408222198486, "Gamma_field": 0.33273112773895264, "S_over_Gamma": 3.1101412773132324, "Da": 20.45916748046875, "E_coh": 0.8789937496185303, "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": [ [ [ -77.26, 38.49 ], [ -77.2, 38.49 ], [ -77.19, 38.48 ], [ -77.19, 38.42 ], [ -77.21, 38.4 ], [ -77.25, 38.4 ], [ -77.27, 38.42 ], [ -77.27, 38.46 ], [ -77.26, 38.47 ], [ -77.26, 38.49 ] ] ] }, "raw_probability": 0.403, "confidence_lo": 0.0054, "confidence_hi": 0.0057, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "191f0517e1a0ca6e0acedaa6ae94c7f26dec64ef56f8707591a7c08c4365ce40", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.403, "probability": 0.005733, "confidence_lo": 0.005376, "confidence_hi": 0.005735, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3fd2daf620e3e3cbe63da068cb7b2f74222a286c434db1fc1492e437dc56011b", "signature": { "alg": "ed25519", "sig": "9856f45fb3cd044c85a20ce88d570863505a1aa4f6808d8a6111a3b83348ef3d619884b07cb22b1df3258ad2e695b569472302ec5273a390283cb87dd42cf009" } }, "receipt_sha256": "3fd2daf620e3e3cbe63da068cb7b2f74222a286c434db1fc1492e437dc56011b" }, { "storm_id": "529090", "lat": 46.6622, "lon": -92.3544, "motion_east": 8.3, "motion_south": -3.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0057, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1427.0, "ebshear": 48.0, "srh01": 218.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 218.0 }, { "name": "hrrr_pwat", "value": 36.3615 }, { "name": "alignment", "value": -11.678 }, { "name": "tau", "value": 0.52 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.395 }, "coherence_score": 0.520011305809021, "coherence_diagnostics": { "tau": 0.520011305809021, "grad_tau": 0.1683456301689148, "torsion": 0.0, "alignment": -11.678013801574707, "S_field": 0.29846182465553284, "Gamma_field": 0.17523111402988434, "S_over_Gamma": 1.7032467126846313, "Da": 10.473311424255371, "E_coh": 0.607485830783844, "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": [ [ [ -92.37, 46.69 ], [ -92.32, 46.69 ], [ -92.31, 46.67 ], [ -92.31, 46.62 ], [ -92.35, 46.62 ], [ -92.38, 46.65 ], [ -92.39, 46.65 ], [ -92.39, 46.68 ], [ -92.37, 46.69 ] ] ] }, "raw_probability": 0.395, "confidence_lo": 0.0054, "confidence_hi": 0.0057, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "8dff17f0133fcb3b9306d76e98906927491cec2c970724e3d9cae0daa8d9729e", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.395, "probability": 0.005733, "confidence_lo": 0.005376, "confidence_hi": 0.005735, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "757d6f68f5381ee177d5ca5151f011aa38e7770d6252d0229dc358eb421bf256", "signature": { "alg": "ed25519", "sig": "15e74dcfe7f3e6138ac5575a58ae8a986aebc89a23a4581dbdfb2d17a167dce7760ac9fb27871c0541d63cb410bbada0fb04c16b509591b45718e4d48562f602" } }, "receipt_sha256": "757d6f68f5381ee177d5ca5151f011aa38e7770d6252d0229dc358eb421bf256" }, { "storm_id": "528847", "lat": 43.6862, "lon": -92.1169, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0057, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 4108.0, "ebshear": 42.0, "srh01": 294.0, "maxllaz": 0.006, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 294.0 }, { "name": "hrrr_pwat", "value": 34.4865 }, { "name": "alignment", "value": 6.9999 }, { "name": "tau", "value": 2.4512 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.3948 }, "coherence_score": 2.451244354248047, "coherence_diagnostics": { "tau": 2.451244354248047, "grad_tau": 0.34659284353256226, "torsion": 0.0, "alignment": 6.999925136566162, "S_field": 1.1405466794967651, "Gamma_field": 0.5327311158180237, "S_over_Gamma": 2.1409425735473633, "Da": 32.570167541503906, "E_coh": 0.7781022787094116, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -92.17, 43.76 ], [ -92.13, 43.76 ], [ -92.13, 43.75 ], [ -92.11, 43.74 ], [ -92.11, 43.71 ], [ -92.06, 43.68 ], [ -92.06, 43.67 ], [ -92.08, 43.65 ], [ -92.08, 43.62 ], [ -92.12, 43.61 ], [ -92.13, 43.6 ], [ -92.17, 43.61 ], [ -92.17, 43.76 ] ] ] }, "raw_probability": 0.3948, "confidence_lo": 0.0054, "confidence_hi": 0.0057, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "d2cb8f1ceecd8c2f2632fbced1ede96bb0d253ede9d0998d6bc2b395e5c640d7", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.3948, "probability": 0.005733, "confidence_lo": 0.005376, "confidence_hi": 0.005735, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d6a7a6b12a2967e59173d212f9d9c62047efdf973979be81325b053005e80856", "signature": { "alg": "ed25519", "sig": "49cd62d79153776e0daceddfc195561a21aa44a4007549f40b2ffcea6b736a07be9ced8a6a8a7169baff83cf255db63a2c1f09e24713d59c5bc4b95adc30720a" } }, "receipt_sha256": "d6a7a6b12a2967e59173d212f9d9c62047efdf973979be81325b053005e80856" }, { "storm_id": "528870", "lat": 42.3086, "lon": -76.695, "motion_east": 8.9, "motion_south": 2.7, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0055, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1583.0, "ebshear": 35.0, "srh01": 72.0, "maxllaz": 0.005, "mesh": 0.07, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 72.0 }, { "name": "hrrr_pwat", "value": 50.9865 }, { "name": "alignment", "value": 3.8204 }, { "name": "tau", "value": 1.4856 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.3878 }, "coherence_score": 1.4855570793151855, "coherence_diagnostics": { "tau": 1.4855570793151855, "grad_tau": 0.2978188097476959, "torsion": 0.0, "alignment": 3.8203952312469482, "S_field": 0.538898766040802, "Gamma_field": 0.2502311170101166, "S_over_Gamma": 2.153604030609131, "Da": 14.755399703979492, "E_coh": 0.6565446257591248, "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": [ [ [ -76.79, 42.37 ], [ -76.74, 42.37 ], [ -76.73, 42.36 ], [ -76.68, 42.35 ], [ -76.62, 42.32 ], [ -76.57, 42.27 ], [ -76.57, 42.23 ], [ -76.58, 42.21 ], [ -76.6, 42.21 ], [ -76.67, 42.26 ], [ -76.79, 42.31 ], [ -76.8, 42.33 ], [ -76.8, 42.36 ], [ -76.79, 42.37 ] ] ] }, "raw_probability": 0.3878, "confidence_lo": 0.0033, "confidence_hi": 0.0055, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "9e88f946830ef1025f2bfafb3d2d281e30f19fe7b9fb556570ca1757228f7fbf", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.3878, "probability": 0.005511, "confidence_lo": 0.003292, "confidence_hi": 0.005523, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2c6dd5c77d9215bae1b49bd2c237a06a646368bb2ecbfe1ec9c72a1f19f17612", "signature": { "alg": "ed25519", "sig": "9601d51606d7945874cf2f07eed6b1ca5c767e142ad458928901ab6b1f9b54667e172fe0e1eff32a90ee3ff5f5ea2d02839a37feca7bea283512f0906a56b209" } }, "receipt_sha256": "2c6dd5c77d9215bae1b49bd2c237a06a646368bb2ecbfe1ec9c72a1f19f17612" }, { "storm_id": "529007", "lat": 39.3856, "lon": -79.2156, "motion_east": 6.9, "motion_south": 8.8, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0041, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1717.0, "ebshear": 39.0, "srh01": 145.0, "maxllaz": 0.005, "mesh": 0.52, "flash_rate": 42.0, "top_features": [ { "name": "srh01", "value": 145.0 }, { "name": "hrrr_pwat", "value": 43.2365 }, { "name": "alignment", "value": 1.422 }, { "name": "tau", "value": 2.0545 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.378 }, "coherence_score": 2.054548501968384, "coherence_diagnostics": { "tau": 2.054548501968384, "grad_tau": 0.1924518644809723, "torsion": 0.0, "alignment": 1.4220223426818848, "S_field": 0.7846656441688538, "Gamma_field": 0.3427311182022095, "S_over_Gamma": 2.289449691772461, "Da": 20.557647705078125, "E_coh": 0.8590996265411377, "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": [ [ [ -79.06, 39.46 ], [ -79.03, 39.46 ], [ -79.01, 39.45 ], [ -79.0, 39.44 ], [ -79.0, 39.4 ], [ -79.07, 39.34 ], [ -79.11, 39.34 ], [ -79.14, 39.32 ], [ -79.21, 39.32 ], [ -79.22, 39.33 ], [ -79.28, 39.33 ], [ -79.3, 39.35 ], [ -79.32, 39.35 ], [ -79.34, 39.34 ], [ -79.38, 39.3 ], [ -79.41, 39.3 ], [ -79.42, 39.31 ], [ -79.42, 39.37 ], [ -79.37, 39.43 ], [ -79.35, 39.43 ], [ -79.34, 39.42 ], [ -79.28, 39.42 ], [ -79.27, 39.43 ], [ -79.17, 39.43 ], [ -79.16, 39.44 ], [ -79.1, 39.44 ], [ -79.06, 39.46 ] ] ] }, "raw_probability": 0.378, "confidence_lo": 0.003, "confidence_hi": 0.0041, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "5bb3728aaaca0b897a577d1eecac6936933c48006fc96e4a5c4d1548491658a6", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.378, "probability": 0.004111, "confidence_lo": 0.003015, "confidence_hi": 0.004115, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "00811a47214b0ec2c9fa6d8501c6394304ff121cdcecf6f325dfb19700752aa5", "signature": { "alg": "ed25519", "sig": "a986f3f38a231b5f5a9ef2bfe5e95464edaacca16b363ca470ea2ecc06e2d424f6bf6d19c170d853f6cc4bd4072a2cfe0dcc4d06b50863fe9c9b389b9b5c7700" } }, "receipt_sha256": "00811a47214b0ec2c9fa6d8501c6394304ff121cdcecf6f325dfb19700752aa5" }, { "storm_id": "529036", "lat": 39.3625, "lon": -79.6583, "motion_east": 6.5, "motion_south": 7.4, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0041, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1733.0, "ebshear": 37.0, "srh01": 134.0, "maxllaz": 0.005, "mesh": 0.45, "flash_rate": 23.0, "top_features": [ { "name": "srh01", "value": 134.0 }, { "name": "hrrr_pwat", "value": 43.2365 }, { "name": "alignment", "value": 1.422 }, { "name": "tau", "value": 2.0545 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.378 }, "coherence_score": 2.054548501968384, "coherence_diagnostics": { "tau": 2.054548501968384, "grad_tau": 0.1924518644809723, "torsion": 0.0, "alignment": 1.4220223426818848, "S_field": 0.7846656441688538, "Gamma_field": 0.3427311182022095, "S_over_Gamma": 2.289449691772461, "Da": 20.557647705078125, "E_coh": 0.8590996265411377, "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": [ [ [ -79.72, 39.4 ], [ -79.65, 39.4 ], [ -79.64, 39.39 ], [ -79.61, 39.39 ], [ -79.59, 39.4 ], [ -79.57, 39.38 ], [ -79.57, 39.35 ], [ -79.65, 39.27 ], [ -79.7, 39.27 ], [ -79.74, 39.32 ], [ -79.74, 39.38 ], [ -79.72, 39.4 ] ] ] }, "raw_probability": 0.378, "confidence_lo": 0.003, "confidence_hi": 0.0041, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "5bb3728aaaca0b897a577d1eecac6936933c48006fc96e4a5c4d1548491658a6", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.378, "probability": 0.004111, "confidence_lo": 0.003015, "confidence_hi": 0.004115, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "00811a47214b0ec2c9fa6d8501c6394304ff121cdcecf6f325dfb19700752aa5", "signature": { "alg": "ed25519", "sig": "a986f3f38a231b5f5a9ef2bfe5e95464edaacca16b363ca470ea2ecc06e2d424f6bf6d19c170d853f6cc4bd4072a2cfe0dcc4d06b50863fe9c9b389b9b5c7700" } }, "receipt_sha256": "00811a47214b0ec2c9fa6d8501c6394304ff121cdcecf6f325dfb19700752aa5" }, { "storm_id": "528947", "lat": 42.6362, "lon": -77.5994, "motion_east": 5.4, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0041, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 875.0, "ebshear": 32.0, "srh01": 75.0, "maxllaz": 0.003, "mesh": 0.03, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 75.0 }, { "name": "hrrr_pwat", "value": 49.9865 }, { "name": "alignment", "value": 3.4064 }, { "name": "tau", "value": 1.1708 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.3779 }, "coherence_score": 1.1708040237426758, "coherence_diagnostics": { "tau": 1.1708040237426758, "grad_tau": 0.2860914170742035, "torsion": 0.0, "alignment": 3.4063613414764404, "S_field": 0.4987363815307617, "Gamma_field": 0.3243978023529053, "S_over_Gamma": 1.5374221801757812, "Da": 19.22245979309082, "E_coh": 0.48541128635406494, "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": [ [ [ -77.59, 42.71 ], [ -77.58, 42.69 ], [ -77.55, 42.66 ], [ -77.54, 42.66 ], [ -77.53, 42.64 ], [ -77.53, 42.59 ], [ -77.57, 42.57 ], [ -77.63, 42.57 ], [ -77.64, 42.58 ], [ -77.65, 42.57 ], [ -77.67, 42.58 ], [ -77.67, 42.63 ], [ -77.63, 42.65 ], [ -77.61, 42.67 ], [ -77.61, 42.7 ], [ -77.59, 42.71 ] ] ] }, "raw_probability": 0.3779, "confidence_lo": 0.003, "confidence_hi": 0.0041, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "47d9ce3ed883710c1d6312fc1ee4e5190a092fa62c25740fa251113ddc72166d", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.3779, "probability": 0.004111, "confidence_lo": 0.003015, "confidence_hi": 0.004115, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9e3be55be5fc4890f1469ebdc2e51a8b67d643e3d144980c2ecb55aa874b00a4", "signature": { "alg": "ed25519", "sig": "3559b1c7bba38298545d4d712f329c6dde66e108cce1db0ff965f7104a9c3b1011ae1626fa68e2c1c1999cbf077479d4da9a15fd0cd2539fc6acbe0a8789c607" } }, "receipt_sha256": "9e3be55be5fc4890f1469ebdc2e51a8b67d643e3d144980c2ecb55aa874b00a4" }, { "storm_id": "529112", "lat": 44.0069, "lon": -117.4354, "motion_east": 4.8, "motion_south": -7.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0032, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 21.0, "ebshear": 5.0, "srh01": 102.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 102.0 }, { "name": "hrrr_pwat", "value": 14.4865 }, { "name": "alignment", "value": -9.3475 }, { "name": "tau", "value": 1.2948 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.3692 }, "coherence_score": 1.2947959899902344, "coherence_diagnostics": { "tau": 1.2947959899902344, "grad_tau": 0.07665988802909851, "torsion": 0.0, "alignment": -9.347455024719238, "S_field": 0.2691469192504883, "Gamma_field": 0.22023113071918488, "S_over_Gamma": 1.2221111059188843, "Da": 12.878288269042969, "E_coh": 0.1729801893234253, "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": [ [ [ -117.37, 44.07 ], [ -117.31, 44.06 ], [ -117.28, 44.03 ], [ -117.28, 43.99 ], [ -117.3, 43.97 ], [ -117.32, 43.97 ], [ -117.33, 43.96 ], [ -117.35, 43.96 ], [ -117.39, 43.94 ], [ -117.47, 43.93 ], [ -117.5, 43.95 ], [ -117.52, 43.95 ], [ -117.54, 43.97 ], [ -117.55, 43.97 ], [ -117.58, 44.01 ], [ -117.59, 44.01 ], [ -117.59, 44.05 ], [ -117.57, 44.06 ], [ -117.53, 44.06 ], [ -117.48, 44.01 ], [ -117.45, 44.01 ], [ -117.44, 44.03 ], [ -117.43, 44.03 ], [ -117.4, 44.06 ], [ -117.38, 44.06 ], [ -117.37, 44.07 ] ] ] }, "raw_probability": 0.3692, "confidence_lo": 0.003, "confidence_hi": 0.0032, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "76f5c29b93920d6aa0bdbd0fbbb6e480b30b0a2c78b9c68b2521bd896fb6f115", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.3692, "probability": 0.003237, "confidence_lo": 0.003015, "confidence_hi": 0.003238, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ce3cd7ac3acbc8237e7aa6fd2a4e137920651266c5747f61575c80c590c6a66b", "signature": { "alg": "ed25519", "sig": "c4c98245e5b6ebe43fbf6a3e9b04e369bc5a0d5134ddb37163bc145c34d3045cd1fd61fad41a0b44d6ea54e72ce66e94bad0db59e2ab6ea4b8b7fb32abfd7900" } }, "receipt_sha256": "ce3cd7ac3acbc8237e7aa6fd2a4e137920651266c5747f61575c80c590c6a66b" }, { "storm_id": "529028", "lat": 47.088, "lon": -92.849, "motion_east": 7.4, "motion_south": -2.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0032, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1641.0, "ebshear": 50.0, "srh01": 318.0, "maxllaz": 0.004, "mesh": 0.13, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 318.0 }, { "name": "hrrr_pwat", "value": 36.3615 }, { "name": "alignment", "value": -11.678 }, { "name": "tau", "value": 0.52 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.3678 }, "coherence_score": 0.520011305809021, "coherence_diagnostics": { "tau": 0.520011305809021, "grad_tau": 0.1683456301689148, "torsion": 0.0, "alignment": -11.678013801574707, "S_field": 0.29846182465553284, "Gamma_field": 0.17523111402988434, "S_over_Gamma": 1.7032467126846313, "Da": 10.473311424255371, "E_coh": 0.607485830783844, "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": [ [ [ -92.88, 47.12 ], [ -92.84, 47.12 ], [ -92.83, 47.11 ], [ -92.78, 47.1 ], [ -92.78, 47.04 ], [ -92.85, 47.04 ], [ -92.87, 47.05 ], [ -92.89, 47.07 ], [ -92.89, 47.11 ], [ -92.88, 47.12 ] ] ] }, "raw_probability": 0.3678, "confidence_lo": 0.003, "confidence_hi": 0.0032, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "021898dccf53aaeea8e435a9b288e54333ed0139cf175a751b653e27e9d55808", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.3678, "probability": 0.003237, "confidence_lo": 0.003015, "confidence_hi": 0.003238, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4100aa23ce10d2bb4a84644fd5d7b34a8e484f5d79ca8fb6d765fd35749d0439", "signature": { "alg": "ed25519", "sig": "b28f75689fa73976577d2d933071fea6bc611cbf1d583491ac3278357b9ff56a0caaf80ae5b267c83023556d75e966b933d0318814ccfe8e2597577a62ba1903" } }, "receipt_sha256": "4100aa23ce10d2bb4a84644fd5d7b34a8e484f5d79ca8fb6d765fd35749d0439" }, { "storm_id": "529123", "lat": 47.1682, "lon": -92.2446, "motion_east": 8.2, "motion_south": -3.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0031, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1833.0, "ebshear": 50.0, "srh01": 269.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 269.0 }, { "name": "hrrr_pwat", "value": 36.3615 }, { "name": "alignment", "value": -11.678 }, { "name": "tau", "value": 0.52 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.3602 }, "coherence_score": 0.520011305809021, "coherence_diagnostics": { "tau": 0.520011305809021, "grad_tau": 0.1683456301689148, "torsion": 0.0, "alignment": -11.678013801574707, "S_field": 0.29846182465553284, "Gamma_field": 0.17523111402988434, "S_over_Gamma": 1.7032467126846313, "Da": 10.473311424255371, "E_coh": 0.607485830783844, "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": [ [ [ -92.36, 47.23 ], [ -92.34, 47.23 ], [ -92.31, 47.21 ], [ -92.29, 47.21 ], [ -92.25, 47.18 ], [ -92.22, 47.18 ], [ -92.21, 47.19 ], [ -92.18, 47.19 ], [ -92.17, 47.2 ], [ -92.16, 47.19 ], [ -92.15, 47.2 ], [ -92.12, 47.2 ], [ -92.11, 47.18 ], [ -92.13, 47.16 ], [ -92.13, 47.11 ], [ -92.16, 47.09 ], [ -92.19, 47.09 ], [ -92.2, 47.1 ], [ -92.22, 47.1 ], [ -92.24, 47.12 ], [ -92.28, 47.12 ], [ -92.29, 47.13 ], [ -92.32, 47.13 ], [ -92.36, 47.15 ], [ -92.36, 47.18 ], [ -92.37, 47.19 ], [ -92.37, 47.22 ], [ -92.36, 47.23 ] ] ] }, "raw_probability": 0.3602, "confidence_lo": 0.003, "confidence_hi": 0.0031, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "5f8606ddcdea7178c32a02e647a66743309f8ee195fb4e9b357b4fc0d5f61ad8", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.3602, "probability": 0.003132, "confidence_lo": 0.003015, "confidence_hi": 0.003133, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f4eb7b78fea0f94b9bb6eea8c2e71a0be9ea1e88c50381d8a06e28eb0c139f90", "signature": { "alg": "ed25519", "sig": "f3345e9f270f0eb3ff59a0195aa38cb4c2baed0f4c2ab4e2bca0ecdd39ad94e1576dbc52c35092d141b17063d1ab973ac0697bb6d8fb4d3f68309ad172a7630b" } }, "receipt_sha256": "f4eb7b78fea0f94b9bb6eea8c2e71a0be9ea1e88c50381d8a06e28eb0c139f90" }, { "storm_id": "529124", "lat": 46.895, "lon": -92.365, "motion_east": 8.4, "motion_south": -3.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0031, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1329.0, "ebshear": 45.0, "srh01": 269.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 269.0 }, { "name": "hrrr_pwat", "value": 36.3615 }, { "name": "alignment", "value": -11.678 }, { "name": "tau", "value": 0.52 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.3602 }, "coherence_score": 0.520011305809021, "coherence_diagnostics": { "tau": 0.520011305809021, "grad_tau": 0.1683456301689148, "torsion": 0.0, "alignment": -11.678013801574707, "S_field": 0.29846182465553284, "Gamma_field": 0.17523111402988434, "S_over_Gamma": 1.7032467126846313, "Da": 10.473311424255371, "E_coh": 0.607485830783844, "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": [ [ [ -92.42, 46.94 ], [ -92.37, 46.94 ], [ -92.33, 46.92 ], [ -92.32, 46.91 ], [ -92.32, 46.86 ], [ -92.3, 46.85 ], [ -92.34, 46.85 ], [ -92.37, 46.87 ], [ -92.39, 46.87 ], [ -92.4, 46.88 ], [ -92.4, 46.91 ], [ -92.42, 46.94 ] ] ] }, "raw_probability": 0.3602, "confidence_lo": 0.003, "confidence_hi": 0.0031, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "5f8606ddcdea7178c32a02e647a66743309f8ee195fb4e9b357b4fc0d5f61ad8", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.3602, "probability": 0.003132, "confidence_lo": 0.003015, "confidence_hi": 0.003133, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f4eb7b78fea0f94b9bb6eea8c2e71a0be9ea1e88c50381d8a06e28eb0c139f90", "signature": { "alg": "ed25519", "sig": "f3345e9f270f0eb3ff59a0195aa38cb4c2baed0f4c2ab4e2bca0ecdd39ad94e1576dbc52c35092d141b17063d1ab973ac0697bb6d8fb4d3f68309ad172a7630b" } }, "receipt_sha256": "f4eb7b78fea0f94b9bb6eea8c2e71a0be9ea1e88c50381d8a06e28eb0c139f90" }, { "storm_id": "529127", "lat": 39.38, "lon": -78.6188, "motion_east": 5.9, "motion_south": 4.7, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0031, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 929.0, "ebshear": 37.0, "srh01": 124.0, "maxllaz": 0.003, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 124.0 }, { "name": "hrrr_pwat", "value": 44.3615 }, { "name": "alignment", "value": 3.0983 }, { "name": "tau", "value": 2.2284 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.3574 }, "coherence_score": 2.228424072265625, "coherence_diagnostics": { "tau": 2.228424072265625, "grad_tau": 0.1963542401790619, "torsion": 0.0, "alignment": 3.0983083248138428, "S_field": 0.9917898178100586, "Gamma_field": 0.2768978178501129, "S_over_Gamma": 3.581789970397949, "Da": 16.363536834716797, "E_coh": 0.9092627167701721, "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": [ [ [ -78.59, 39.42 ], [ -78.57, 39.4 ], [ -78.63, 39.34 ], [ -78.64, 39.34 ], [ -78.65, 39.35 ], [ -78.64, 39.37 ], [ -78.64, 39.4 ], [ -78.59, 39.42 ] ] ] }, "raw_probability": 0.3574, "confidence_lo": 0.003, "confidence_hi": 0.0031, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "4330c275113f2eaf81e74e2f071dcd05bd5ff467bb56130ccb7fc00d98877354", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.3574, "probability": 0.003132, "confidence_lo": 0.003015, "confidence_hi": 0.003133, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "03d4c970c5677061b0b59bfe077b7cede68a61aa9f7846fab18f8b472ca5ae56", "signature": { "alg": "ed25519", "sig": "29170e19d69dca85d20db1c1540c8cd45949d929b6d18cfae2c4d352084f4acd1573c738a29fce37bc0d8eb6968d12fba007c4c7c31f414005f3430ae455910f" } }, "receipt_sha256": "03d4c970c5677061b0b59bfe077b7cede68a61aa9f7846fab18f8b472ca5ae56" }, { "storm_id": "528783", "lat": 47.4936, "lon": -96.0907, "motion_east": 8.7, "motion_south": 0.2, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0031, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1109.0, "ebshear": 48.0, "srh01": 296.0, "maxllaz": 0.01, "mesh": 0.49, "flash_rate": 12.0, "top_features": [ { "name": "srh01", "value": 296.0 }, { "name": "hrrr_pwat", "value": 30.1115 }, { "name": "alignment", "value": -5.3519 }, { "name": "tau", "value": 0.5572 }, { "name": "maxllaz", "value": 0.01 } ], "model_scores": { "gbt_prob": 0.355 }, "coherence_score": 0.5571563839912415, "coherence_diagnostics": { "tau": 0.5571563839912415, "grad_tau": 0.22626669704914093, "torsion": 0.0, "alignment": -5.35191011428833, "S_field": 0.1823851317167282, "Gamma_field": 0.18273112177848816, "S_over_Gamma": 0.9981065392494202, "Da": 11.1436128616333, "E_coh": 0.606428861618042, "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": [ [ [ -96.1, 47.55 ], [ -96.03, 47.55 ], [ -95.99, 47.52 ], [ -96.0, 47.46 ], [ -96.03, 47.43 ], [ -96.04, 47.43 ], [ -96.08, 47.4 ], [ -96.11, 47.41 ], [ -96.18, 47.48 ], [ -96.18, 47.52 ], [ -96.17, 47.53 ], [ -96.15, 47.54 ], [ -96.11, 47.54 ], [ -96.1, 47.55 ] ] ] }, "raw_probability": 0.355, "confidence_lo": 0.003, "confidence_hi": 0.0031, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "6d51b6e605fcf2dd91735cff9c46f216f3a9c50e65a76be57c8760dcd7555258", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.355, "probability": 0.003132, "confidence_lo": 0.003015, "confidence_hi": 0.003133, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "486469dea72247bf283772d8786603c1bb17aed334eb02c0f1f67c0439d0a531", "signature": { "alg": "ed25519", "sig": "9e57c6ac309696c42ecf7da6e450d08f0747f0b0508ddac1393a3e7f2b5c41093ad98a0244508418d9bd329c0284015a283e31e0a110375021f89ad3b508890a" } }, "receipt_sha256": "486469dea72247bf283772d8786603c1bb17aed334eb02c0f1f67c0439d0a531" }, { "storm_id": "528934", "lat": 39.2164, "lon": -78.1209, "motion_east": 7.0, "motion_south": 8.6, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0031, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1980.0, "ebshear": 38.0, "srh01": 77.0, "maxllaz": 0.005, "mesh": 0.72, "flash_rate": 16.0, "top_features": [ { "name": "srh01", "value": 77.0 }, { "name": "hrrr_pwat", "value": 44.3615 }, { "name": "alignment", "value": 3.0983 }, { "name": "tau", "value": 2.2284 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.3486 }, "coherence_score": 2.228424072265625, "coherence_diagnostics": { "tau": 2.228424072265625, "grad_tau": 0.1963542401790619, "torsion": 0.0, "alignment": 3.0983083248138428, "S_field": 0.9917898178100586, "Gamma_field": 0.2768978178501129, "S_over_Gamma": 3.581789970397949, "Da": 16.363536834716797, "E_coh": 0.9092627167701721, "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": [ [ [ -78.17, 39.28 ], [ -78.12, 39.28 ], [ -78.1, 39.27 ], [ -78.09, 39.25 ], [ -78.05, 39.21 ], [ -78.05, 39.15 ], [ -78.07, 39.11 ], [ -78.11, 39.11 ], [ -78.2, 39.19 ], [ -78.2, 39.25 ], [ -78.17, 39.28 ] ] ] }, "raw_probability": 0.3486, "confidence_lo": 0.003, "confidence_hi": 0.0031, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "865d00d4ec437dbc2ede25674d74088235947c4d3e6462b046a2af6101d3c074", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.3486, "probability": 0.003096, "confidence_lo": 0.003015, "confidence_hi": 0.003096, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "31746f970cf61891616ea60e4a79f26dbacc5d7e410d9ed401430998e192b029", "signature": { "alg": "ed25519", "sig": "44a364fb96766273a63a912d1081ee3254f2f0569ebaae3c32fd2b050602515be8f4397068b3005e0a9f49116061b3ce5d85ace8f95f2d35ef22ecc1457c5905" } }, "receipt_sha256": "31746f970cf61891616ea60e4a79f26dbacc5d7e410d9ed401430998e192b029" }, { "storm_id": "528933", "lat": 39.3946, "lon": -78.33, "motion_east": 6.8, "motion_south": 7.9, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0031, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1499.0, "ebshear": 37.0, "srh01": 96.0, "maxllaz": 0.003, "mesh": 0.24, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 96.0 }, { "name": "hrrr_pwat", "value": 44.3615 }, { "name": "alignment", "value": 3.0983 }, { "name": "tau", "value": 2.2284 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.3427 }, "coherence_score": 2.228424072265625, "coherence_diagnostics": { "tau": 2.228424072265625, "grad_tau": 0.1963542401790619, "torsion": 0.0, "alignment": 3.0983083248138428, "S_field": 0.9917898178100586, "Gamma_field": 0.2768978178501129, "S_over_Gamma": 3.581789970397949, "Da": 16.363536834716797, "E_coh": 0.9092627167701721, "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": [ [ [ -78.33, 39.47 ], [ -78.32, 39.47 ], [ -78.32, 39.45 ], [ -78.3, 39.43 ], [ -78.26, 39.41 ], [ -78.25, 39.36 ], [ -78.3, 39.31 ], [ -78.37, 39.3 ], [ -78.39, 39.32 ], [ -78.39, 39.37 ], [ -78.38, 39.37 ], [ -78.35, 39.4 ], [ -78.33, 39.47 ] ] ] }, "raw_probability": 0.3427, "confidence_lo": 0.003, "confidence_hi": 0.0031, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "6fb00f6809a1eaf487120ecdd1e2b528f55a82c4f9532dcd05b97fff44f63dd7", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.3427, "probability": 0.003096, "confidence_lo": 0.003015, "confidence_hi": 0.003096, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "be835e0376f159f5a08814f30c00fda5a463161ee2031e18084c9c42fc09ffb4", "signature": { "alg": "ed25519", "sig": "403de77e0342e8261bc3785916079a92e55d72ad0ae0c71101706b81737f457c02588c3db945915259900cc02687e0f193e5cfec3cb639376f60225cd18ec707" } }, "receipt_sha256": "be835e0376f159f5a08814f30c00fda5a463161ee2031e18084c9c42fc09ffb4" }, { "storm_id": "529111", "lat": 44.0974, "lon": -117.7126, "motion_east": 4.8, "motion_south": -5.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0021, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 104.0, "ebshear": 15.0, "srh01": 73.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 73.0 }, { "name": "hrrr_pwat", "value": 17.2365 }, { "name": "alignment", "value": -9.4982 }, { "name": "tau", "value": 1.3264 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.2879 }, "coherence_score": 1.3264455795288086, "coherence_diagnostics": { "tau": 1.3264455795288086, "grad_tau": 0.05956557020545006, "torsion": 0.0, "alignment": -9.498165130615234, "S_field": 0.28481438755989075, "Gamma_field": 0.25939780473709106, "S_over_Gamma": 1.0979830026626587, "Da": 15.642887115478516, "E_coh": 0.2943539619445801, "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": [ [ [ -117.72, 44.19 ], [ -117.72, 44.18 ], [ -117.71, 44.17 ], [ -117.72, 44.16 ], [ -117.71, 44.15 ], [ -117.7, 44.15 ], [ -117.69, 44.15 ], [ -117.68, 44.15 ], [ -117.67, 44.16 ], [ -117.67, 44.17 ], [ -117.66, 44.17 ], [ -117.65, 44.17 ], [ -117.65, 44.16 ], [ -117.65, 44.15 ], [ -117.65, 44.14 ], [ -117.66, 44.13 ], [ -117.66, 44.12 ], [ -117.66, 44.11 ], [ -117.66, 44.1 ], [ -117.66, 44.09 ], [ -117.66, 44.08 ], [ -117.66, 44.07 ], [ -117.67, 44.06 ], [ -117.67, 44.05 ], [ -117.67, 44.04 ], [ -117.68, 44.03 ], [ -117.69, 44.02 ], [ -117.7, 44.01 ], [ -117.71, 44.01 ], [ -117.72, 44.01 ], [ -117.73, 44.0 ], [ -117.74, 44.0 ], [ -117.75, 44.0 ], [ -117.76, 44.0 ], [ -117.77, 44.01 ], [ -117.78, 44.01 ], [ -117.79, 44.02 ], [ -117.79, 44.03 ], [ -117.79, 44.04 ], [ -117.78, 44.05 ], [ -117.78, 44.06 ], [ -117.77, 44.07 ], [ -117.77, 44.08 ], [ -117.77, 44.09 ], [ -117.76, 44.1 ], [ -117.75, 44.11 ], [ -117.75, 44.12 ], [ -117.74, 44.13 ], [ -117.73, 44.14 ], [ -117.72, 44.15 ], [ -117.72, 44.16 ], [ -117.72, 44.17 ], [ -117.72, 44.18 ], [ -117.72, 44.19 ] ] ] }, "raw_probability": 0.2879, "confidence_lo": 0.002, "confidence_hi": 0.0021, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "ef5fec3c004eb853f749fa702b98fa91e6365ba23da3d79f1f80ca2245ff9466", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.2879, "probability": 0.002105, "confidence_lo": 0.002001, "confidence_hi": 0.002105, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "95991e2eef12b4747b89f6bac8d7cbef984484ba50804c9287519869d550aaab", "signature": { "alg": "ed25519", "sig": "567700272e0098fbec647de9c38e8471979ea988657332fc6ec358db6b0cf5fe917c4ec020615ccc8932998ccf42df80f379f2016bda9c9a3936df9c34fd570b" } }, "receipt_sha256": "95991e2eef12b4747b89f6bac8d7cbef984484ba50804c9287519869d550aaab" }, { "storm_id": "528045", "lat": 42.934, "lon": -77.167, "motion_east": 7.7, "motion_south": 1.8, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0021, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1111.0, "ebshear": 39.0, "srh01": 41.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 41.0 }, { "name": "hrrr_pwat", "value": 49.9865 }, { "name": "alignment", "value": 3.4064 }, { "name": "tau", "value": 1.1708 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.2729 }, "coherence_score": 1.1708040237426758, "coherence_diagnostics": { "tau": 1.1708040237426758, "grad_tau": 0.2860914170742035, "torsion": 0.0, "alignment": 3.4063613414764404, "S_field": 0.4987363815307617, "Gamma_field": 0.3243978023529053, "S_over_Gamma": 1.5374221801757812, "Da": 19.22245979309082, "E_coh": 0.48541128635406494, "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": [ [ [ -77.18, 42.98 ], [ -77.14, 42.98 ], [ -77.11, 42.96 ], [ -77.11, 42.92 ], [ -77.13, 42.9 ], [ -77.17, 42.88 ], [ -77.21, 42.89 ], [ -77.22, 42.9 ], [ -77.22, 42.95 ], [ -77.18, 42.98 ] ] ] }, "raw_probability": 0.2729, "confidence_lo": 0.002, "confidence_hi": 0.0021, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "d670603354b8345775a30d65fe0c20c31fa7f935af9abe5f46da777e6cc5d64a", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.2729, "probability": 0.002105, "confidence_lo": 0.002001, "confidence_hi": 0.002105, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c75655b895175bff4b0ec56b3c0f2c94b1f77cff90c39490b4053e2a9e6a6555", "signature": { "alg": "ed25519", "sig": "78e96e0fdb2a0d1bbcf9f53bfc69a74c8856ca8d06315ef50c19ed549d8e34fefcf20d90bea812da102088dadba1ec824b017470db26eee07b4e73bfbfa04900" } }, "receipt_sha256": "c75655b895175bff4b0ec56b3c0f2c94b1f77cff90c39490b4053e2a9e6a6555" }, { "storm_id": "528926", "lat": 46.8189, "lon": -92.0956, "motion_east": 8.4, "motion_south": -3.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0021, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1021.0, "ebshear": 46.0, "srh01": 221.0, "maxllaz": 0.005, "mesh": 0.18, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 221.0 }, { "name": "hrrr_pwat", "value": 45.1115 }, { "name": "alignment", "value": -3.5619 }, { "name": "tau", "value": 0.2897 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.2711 }, "coherence_score": 0.2896919846534729, "coherence_diagnostics": { "tau": 0.2896919846534729, "grad_tau": 0.1615283489227295, "torsion": 0.0, "alignment": -3.5619187355041504, "S_field": 0.3371606767177582, "Gamma_field": 5.441064357757568, "S_over_Gamma": 0.0619659423828125, "Da": 353.0466613769531, "E_coh": 0.06477999687194824, "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": [ [ [ -92.11, 46.86 ], [ -92.07, 46.86 ], [ -92.05, 46.84 ], [ -92.05, 46.79 ], [ -92.08, 46.77 ], [ -92.12, 46.77 ], [ -92.13, 46.78 ], [ -92.14, 46.84 ], [ -92.11, 46.86 ] ] ] }, "raw_probability": 0.2711, "confidence_lo": 0.002, "confidence_hi": 0.0021, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "259cfdd0a7f7e9a61dbc9e9e4b6a1ca60ff2a09c07c78208a28680e80451df59", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.2711, "probability": 0.002105, "confidence_lo": 0.002001, "confidence_hi": 0.002105, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f66d45b8eaab582ad6de7f1d260edce93a2d7baa1a8c4807724300d0e3c1966c", "signature": { "alg": "ed25519", "sig": "b9275cb2cefcd325917a03cd3672a9ae8277b5c54e80829f9e94b84479101f79739a62055533bd2afcc62c01a27f4ad8032deba65a5d83b2327c652092e74b0e" } }, "receipt_sha256": "f66d45b8eaab582ad6de7f1d260edce93a2d7baa1a8c4807724300d0e3c1966c" }, { "storm_id": "529113", "lat": 43.719, "lon": -117.5835, "motion_east": 4.3, "motion_south": -6.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.002, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 43.0, "ebshear": 7.0, "srh01": 69.0, "maxllaz": 0.005, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 69.0 }, { "name": "hrrr_pwat", "value": 18.1115 }, { "name": "alignment", "value": -3.6709 }, { "name": "tau", "value": 1.3307 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.2569 }, "coherence_score": 1.3306714296340942, "coherence_diagnostics": { "tau": 1.3306714296340942, "grad_tau": 0.03225627914071083, "torsion": 0.0, "alignment": -3.6709065437316895, "S_field": 0.21337074041366577, "Gamma_field": 0.3202311396598816, "S_over_Gamma": 0.6663022637367249, "Da": 19.205060958862305, "E_coh": 0.09376727789640427, "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": [ [ [ -117.64, 43.85 ], [ -117.58, 43.85 ], [ -117.55, 43.81 ], [ -117.55, 43.77 ], [ -117.56, 43.76 ], [ -117.56, 43.74 ], [ -117.54, 43.7 ], [ -117.51, 43.67 ], [ -117.51, 43.61 ], [ -117.54, 43.58 ], [ -117.55, 43.6 ], [ -117.58, 43.6 ], [ -117.59, 43.64 ], [ -117.61, 43.66 ], [ -117.61, 43.68 ], [ -117.62, 43.69 ], [ -117.62, 43.74 ], [ -117.65, 43.76 ], [ -117.66, 43.82 ], [ -117.64, 43.85 ] ] ] }, "raw_probability": 0.2569, "confidence_lo": 0.002, "confidence_hi": 0.002, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "3c0f1e4e047e8673b75fa4548dbeef3738c3ed5a1178ad06162d2ca22a01979c", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.2569, "probability": 0.002026, "confidence_lo": 0.002001, "confidence_hi": 0.002027, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4aae8b582e139cdbde31e980bb54087276587489b0ebab2c16775e7614e77cf7", "signature": { "alg": "ed25519", "sig": "26da5498cc9ea2c3fb978bf2fc8302f0e54863fd996b0c5606afbf3b8709f349ce736b6a2c9ed9ebdbdfd45922e2b51a1007803a3a7307ab25fa7e6d07514b02" } }, "receipt_sha256": "4aae8b582e139cdbde31e980bb54087276587489b0ebab2c16775e7614e77cf7" }, { "storm_id": "529121", "lat": 48.0286, "lon": -95.64, "motion_east": 10.4, "motion_south": 2.9, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.002, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 803.0, "ebshear": 44.0, "srh01": 246.0, "maxllaz": 0.003, "mesh": 0.08, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 246.0 }, { "name": "hrrr_pwat", "value": 37.4865 }, { "name": "alignment", "value": -1.5791 }, { "name": "tau", "value": 0.5589 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.2562 }, "coherence_score": 0.5589103698730469, "coherence_diagnostics": { "tau": 0.5589103698730469, "grad_tau": 0.1945323795080185, "torsion": 0.0, "alignment": -1.579061508178711, "S_field": 0.24318459630012512, "Gamma_field": 0.3277311325073242, "S_over_Gamma": 0.7420247197151184, "Da": 20.3968563079834, "E_coh": 0.3214588165283203, "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": [ [ [ -95.63, 48.06 ], [ -95.62, 48.05 ], [ -95.62, 48.0 ], [ -95.64, 47.99 ], [ -95.67, 47.99 ], [ -95.67, 48.05 ], [ -95.63, 48.06 ] ] ] }, "raw_probability": 0.2562, "confidence_lo": 0.002, "confidence_hi": 0.002, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "3e94b4c9503317213f146379a248c75a6b71370e71e8c7b1110179eb20723d11", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.2562, "probability": 0.002026, "confidence_lo": 0.002001, "confidence_hi": 0.002027, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "586f53009cad6b553996039449b211957c7480e94641c19ea267d7e5bab6a4e8", "signature": { "alg": "ed25519", "sig": "bc52fb0a0837eded2f7b2047d8b4380ed131252658db350156d6ee8cfb8a5d5c7c6f7df93be92e6c9661e7b575570683e8d5ea83e58910765dc4adcc820cda0b" } }, "receipt_sha256": "586f53009cad6b553996039449b211957c7480e94641c19ea267d7e5bab6a4e8" }, { "storm_id": "529122", "lat": 47.5819, "lon": -91.2764, "motion_east": 8.0, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.002, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1133.0, "ebshear": 42.0, "srh01": 188.0, "maxllaz": 0.004, "mesh": 0.16, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 188.0 }, { "name": "hrrr_pwat", "value": 31.1115 }, { "name": "alignment", "value": -5.3545 }, { "name": "tau", "value": 0.3925 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.2543 }, "coherence_score": 0.39252954721450806, "coherence_diagnostics": { "tau": 0.39252954721450806, "grad_tau": 0.03025905042886734, "torsion": 0.0, "alignment": -5.354482173919678, "S_field": 0.24211899936199188, "Gamma_field": 0.27023112773895264, "S_over_Gamma": 0.8959700465202332, "Da": 17.824787139892578, "E_coh": 0.44950392842292786, "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": [ [ [ -91.26, 47.88 ], [ -91.24, 47.88 ], [ -91.16, 47.8 ], [ -91.14, 47.79 ], [ -91.11, 47.79 ], [ -91.11, 47.77 ], [ -91.13, 47.75 ], [ -91.13, 47.69 ], [ -91.1, 47.65 ], [ -91.1, 47.59 ], [ -91.15, 47.55 ], [ -91.22, 47.55 ], [ -91.24, 47.53 ], [ -91.24, 47.51 ], [ -91.23, 47.5 ], [ -91.23, 47.47 ], [ -91.24, 47.45 ], [ -91.35, 47.33 ], [ -91.35, 47.31 ], [ -91.36, 47.3 ], [ -91.42, 47.29 ], [ -91.45, 47.31 ], [ -91.46, 47.37 ], [ -91.44, 47.38 ], [ -91.41, 47.41 ], [ -91.41, 47.42 ], [ -91.36, 47.46 ], [ -91.36, 47.48 ], [ -91.34, 47.51 ], [ -91.35, 47.53 ], [ -91.36, 47.53 ], [ -91.4, 47.56 ], [ -91.4, 47.6 ], [ -91.37, 47.63 ], [ -91.25, 47.63 ], [ -91.23, 47.65 ], [ -91.23, 47.67 ], [ -91.24, 47.68 ], [ -91.24, 47.72 ], [ -91.27, 47.77 ], [ -91.27, 47.87 ], [ -91.26, 47.88 ] ] ] }, "raw_probability": 0.2543, "confidence_lo": 0.002, "confidence_hi": 0.002, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "93fc6eea4e39b2b2f5dcd9a0b6a73c27a03417fe4b3292a386f0d5202cbbeaa5", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.2543, "probability": 0.002026, "confidence_lo": 0.002001, "confidence_hi": 0.002027, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ba4604c6c465b9bb4dbea34dd02f9b42377317e5fa3a9ca870e05e6b59c19ae3", "signature": { "alg": "ed25519", "sig": "6e11d358691427c018b55d460f59e9a50048b2bbd8b8c792cd6152ae487e7d83d1db79498959560bfd5709af9815f389df376e4ef282026712d800f06221940f" } }, "receipt_sha256": "ba4604c6c465b9bb4dbea34dd02f9b42377317e5fa3a9ca870e05e6b59c19ae3" }, { "storm_id": "528170", "lat": 47.0086, "lon": -91.805, "motion_east": 8.4, "motion_south": -3.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.002, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 960.0, "ebshear": 40.0, "srh01": 276.0, "maxllaz": 0.006, "mesh": 0.15, "flash_rate": 6.0, "top_features": [ { "name": "srh01", "value": 276.0 }, { "name": "hrrr_pwat", "value": 45.1115 }, { "name": "alignment", "value": -3.5619 }, { "name": "tau", "value": 0.2897 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.2519 }, "coherence_score": 0.2896919846534729, "coherence_diagnostics": { "tau": 0.2896919846534729, "grad_tau": 0.1615283489227295, "torsion": 0.0, "alignment": -3.5619187355041504, "S_field": 0.3371606767177582, "Gamma_field": 5.441064357757568, "S_over_Gamma": 0.0619659423828125, "Da": 353.0466613769531, "E_coh": 0.06477999687194824, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 5, "geometry": { "type": "Polygon", "coordinates": [ [ [ -91.82, 47.06 ], [ -91.73, 47.06 ], [ -91.7, 47.03 ], [ -91.7, 47.0 ], [ -91.72, 46.99 ], [ -91.76, 46.95 ], [ -91.83, 46.95 ], [ -91.84, 46.96 ], [ -91.87, 46.96 ], [ -91.89, 46.98 ], [ -91.9, 47.02 ], [ -91.86, 47.05 ], [ -91.83, 47.05 ], [ -91.82, 47.06 ] ] ] }, "raw_probability": 0.2519, "confidence_lo": 0.002, "confidence_hi": 0.002, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "9f24bc79e46a3e9f4d95e604ec7527d053de15978f893e4ec70906e72b1bef01", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.2519, "probability": 0.002026, "confidence_lo": 0.002001, "confidence_hi": 0.002027, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "df17218b4d85b166710dd9505556c277ac78aae477e1e28360f1d7a58c2b6c1a", "signature": { "alg": "ed25519", "sig": "8227bc1c8365ca779a1b8da172ed4b6c63a66e40cb0a65adcbf408b8cd5486f052cb7a15728e15f0793b7da372eaf8f356b6a770affff1fcb0a14112a3eedf0a" } }, "receipt_sha256": "df17218b4d85b166710dd9505556c277ac78aae477e1e28360f1d7a58c2b6c1a" }, { "storm_id": "529037", "lat": 39.339, "lon": -79.907, "motion_east": 5.2, "motion_south": 1.6, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.002, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1667.0, "ebshear": 39.0, "srh01": 108.0, "maxllaz": 0.005, "mesh": 0.25, "flash_rate": 5.0, "top_features": [ { "name": "srh01", "value": 108.0 }, { "name": "hrrr_pwat", "value": 46.6115 }, { "name": "alignment", "value": 0.2845 }, { "name": "tau", "value": 2.0197 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.2486 }, "coherence_score": 2.019742012023926, "coherence_diagnostics": { "tau": 2.019742012023926, "grad_tau": 0.20853683352470398, "torsion": 0.0, "alignment": 0.28449100255966187, "S_field": 0.9748491644859314, "Gamma_field": 0.3777311444282532, "S_over_Gamma": 2.5808017253875732, "Da": 22.5034236907959, "E_coh": 0.895758867263794, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -79.93, 39.39 ], [ -79.92, 39.39 ], [ -79.84, 39.33 ], [ -79.84, 39.32 ], [ -79.88, 39.27 ], [ -79.89, 39.27 ], [ -79.94, 39.32 ], [ -79.95, 39.34 ], [ -79.95, 39.37 ], [ -79.93, 39.39 ] ] ] }, "raw_probability": 0.2486, "confidence_lo": 0.002, "confidence_hi": 0.002, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "88bdd3fb27ffd426be74a80b81c2fe27036c093efbf2a9607d69ea626b32dc9e", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.2486, "probability": 0.002026, "confidence_lo": 0.002001, "confidence_hi": 0.002027, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "914e9f4c9431698a49df379f963525b64871b14bdbe4b73e175a514601d9346b", "signature": { "alg": "ed25519", "sig": "dc2ab5f29c699f01ee254a453d55fdb0f2e14001ce3dc473876e7dc18e4abf809412bf6e1017cf98d1304730165f406ec5cb457f27b9349816d199ac88450108" } }, "receipt_sha256": "914e9f4c9431698a49df379f963525b64871b14bdbe4b73e175a514601d9346b" }, { "storm_id": "529072", "lat": 42.946, "lon": -76.986, "motion_east": 7.7, "motion_south": 1.8, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.002, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1019.0, "ebshear": 44.0, "srh01": 35.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 35.0 }, { "name": "hrrr_pwat", "value": 50.9865 }, { "name": "alignment", "value": 3.8204 }, { "name": "tau", "value": 1.4856 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.2461 }, "coherence_score": 1.4855570793151855, "coherence_diagnostics": { "tau": 1.4855570793151855, "grad_tau": 0.2978188097476959, "torsion": 0.0, "alignment": 3.8203952312469482, "S_field": 0.538898766040802, "Gamma_field": 0.2502311170101166, "S_over_Gamma": 2.153604030609131, "Da": 14.755399703979492, "E_coh": 0.6565446257591248, "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": [ [ [ -76.98, 42.97 ], [ -76.96, 42.97 ], [ -76.95, 42.96 ], [ -76.95, 42.92 ], [ -76.97, 42.9 ], [ -77.03, 42.9 ], [ -77.03, 42.95 ], [ -77.02, 42.96 ], [ -76.99, 42.96 ], [ -76.98, 42.97 ] ] ] }, "raw_probability": 0.2461, "confidence_lo": 0.002, "confidence_hi": 0.002, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "3cbb625545834ba7521fdc729677fdcaee81d22d6bc23c643e2bfbf8f3f5dfb1", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.2461, "probability": 0.002026, "confidence_lo": 0.002001, "confidence_hi": 0.002027, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "805a5368d98fd6a27677bc01e7cb36de5e7c1f1d59303a9dc5d78e88c62a1098", "signature": { "alg": "ed25519", "sig": "9e4dfa797fbda16bda81d5735a24541e4f367c570e32d170f386bc885e200b3bd0fdea8bc063c9fce617dc2afec047feb9a13ed89f04092b7f003a10d4e82101" } }, "receipt_sha256": "805a5368d98fd6a27677bc01e7cb36de5e7c1f1d59303a9dc5d78e88c62a1098" }, { "storm_id": "529120", "lat": 48.4709, "lon": -94.6145, "motion_east": 9.2, "motion_south": 0.3, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.002, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 330.0, "ebshear": 42.0, "srh01": 79.0, "maxllaz": 0.001, "mesh": 0.1, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 79.0 }, { "name": "hrrr_pwat", "value": 33.7365 }, { "name": "alignment", "value": -5.0776 }, { "name": "tau", "value": 0.3171 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.2449 }, "coherence_score": 0.31714701652526855, "coherence_diagnostics": { "tau": 0.31714701652526855, "grad_tau": 0.2888985872268677, "torsion": 0.0, "alignment": -5.077607154846191, "S_field": 0.23154400289058685, "Gamma_field": 0.4710644483566284, "S_over_Gamma": 0.4915336072444916, "Da": 29.983539581298828, "E_coh": 0.12078439444303513, "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": [ [ [ -94.64, 48.51 ], [ -94.58, 48.51 ], [ -94.56, 48.49 ], [ -94.57, 48.43 ], [ -94.58, 48.42 ], [ -94.61, 48.42 ], [ -94.64, 48.44 ], [ -94.64, 48.47 ], [ -94.65, 48.48 ], [ -94.65, 48.5 ], [ -94.64, 48.51 ] ] ] }, "raw_probability": 0.2449, "confidence_lo": 0.002, "confidence_hi": 0.002, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "f319698948f240c7e0c6e154c1636df07d2f2d99ea87896f1bf4186c69ca88d0", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.2449, "probability": 0.002026, "confidence_lo": 0.002001, "confidence_hi": 0.002027, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "caf4f1bd26958eb8e86d507d56a6fd3ce7399118a1936aed3c05cdfbc47268b8", "signature": { "alg": "ed25519", "sig": "a14bac45f523a9a9440630333dc1e0aaca90dda4cd977c08afd8d2c575f8eb3a7c732b401481bf06c9d230abc7252e41f4cfff2d2113c3965a48de8003a78d00" } }, "receipt_sha256": "caf4f1bd26958eb8e86d507d56a6fd3ce7399118a1936aed3c05cdfbc47268b8" }, { "storm_id": "529104", "lat": 38.7178, "lon": -77.7156, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.002, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 3155.0, "ebshear": 29.0, "srh01": 72.0, "maxllaz": 0.004, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 72.0 }, { "name": "hrrr_pwat", "value": 32.2365 }, { "name": "alignment", "value": 6.8937 }, { "name": "tau", "value": 2.3751 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.2439 }, "coherence_score": 2.3750760555267334, "coherence_diagnostics": { "tau": 2.3750760555267334, "grad_tau": 0.1649492383003235, "torsion": 0.0, "alignment": 6.893749237060547, "S_field": 1.02314293384552, "Gamma_field": 0.2927311360836029, "S_over_Gamma": 3.4951627254486084, "Da": 17.57094955444336, "E_coh": 0.79749596118927, "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": [ [ [ -77.72, 38.76 ], [ -77.68, 38.75 ], [ -77.68, 38.69 ], [ -77.69, 38.68 ], [ -77.71, 38.69 ], [ -77.74, 38.69 ], [ -77.75, 38.7 ], [ -77.75, 38.74 ], [ -77.72, 38.76 ] ] ] }, "raw_probability": 0.2439, "confidence_lo": 0.002, "confidence_hi": 0.002, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "74d9432efdf3664cd7dbce8e3b6e92601cbe09295725f49471bfe75dfc24094e", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.2439, "probability": 0.002026, "confidence_lo": 0.002001, "confidence_hi": 0.002027, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ae3256c1171d0839cc48d7a6df81278639521924a5b005c44480f2aa88e6d0cf", "signature": { "alg": "ed25519", "sig": "254cf565b6e6ee5f62bcd87133e573cf6ff4115b1834606690dfa46c793aebec5fe102407156795d6ff69279081392372f21cab1f29e9caab3a09e31c6ae6105" } }, "receipt_sha256": "ae3256c1171d0839cc48d7a6df81278639521924a5b005c44480f2aa88e6d0cf" }, { "storm_id": "528938", "lat": 47.7226, "lon": -95.326, "motion_east": 10.4, "motion_south": 3.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.002, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1609.0, "ebshear": 54.0, "srh01": 223.0, "maxllaz": 0.008, "mesh": 1.5, "flash_rate": 58.0, "top_features": [ { "name": "srh01", "value": 223.0 }, { "name": "hrrr_pwat", "value": 37.4865 }, { "name": "alignment", "value": -1.5791 }, { "name": "tau", "value": 0.5589 }, { "name": "maxllaz", "value": 0.008 } ], "model_scores": { "gbt_prob": 0.2403 }, "coherence_score": 0.5589103698730469, "coherence_diagnostics": { "tau": 0.5589103698730469, "grad_tau": 0.1945323795080185, "torsion": 0.0, "alignment": -1.579061508178711, "S_field": 0.24318459630012512, "Gamma_field": 0.3277311325073242, "S_over_Gamma": 0.7420247197151184, "Da": 20.3968563079834, "E_coh": 0.3214588165283203, "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": [ [ [ -95.01, 48.05 ], [ -94.99, 48.05 ], [ -94.99, 48.03 ], [ -95.02, 47.97 ], [ -95.02, 47.95 ], [ -95.06, 47.91 ], [ -95.12, 47.79 ], [ -95.16, 47.75 ], [ -95.21, 47.75 ], [ -95.22, 47.76 ], [ -95.24, 47.76 ], [ -95.33, 47.68 ], [ -95.33, 47.65 ], [ -95.41, 47.58 ], [ -95.41, 47.54 ], [ -95.38, 47.51 ], [ -95.38, 47.49 ], [ -95.37, 47.48 ], [ -95.38, 47.45 ], [ -95.4, 47.43 ], [ -95.44, 47.42 ], [ -95.45, 47.41 ], [ -95.48, 47.41 ], [ -95.5, 47.42 ], [ -95.51, 47.41 ], [ -95.54, 47.41 ], [ -95.55, 47.4 ], [ -95.59, 47.4 ], [ -95.64, 47.46 ], [ -95.63, 47.48 ], [ -95.63, 47.52 ], [ -95.61, 47.55 ], [ -95.61, 47.58 ], [ -95.6, 47.6 ], [ -95.55, 47.64 ], [ -95.54, 47.66 ], [ -95.54, 47.69 ], [ -95.52, 47.71 ], [ -95.52, 47.72 ], [ -95.5, 47.73 ], [ -95.45, 47.79 ], [ -95.39, 47.82 ], [ -95.33, 47.83 ], [ -95.31, 47.85 ], [ -95.26, 47.85 ], [ -95.25, 47.86 ], [ -95.23, 47.86 ], [ -95.21, 47.88 ], [ -95.21, 47.93 ], [ -95.19, 47.96 ], [ -95.18, 47.96 ], [ -95.16, 47.98 ], [ -95.12, 47.99 ], [ -95.1, 48.01 ], [ -95.07, 48.01 ], [ -95.04, 48.04 ], [ -95.02, 48.04 ], [ -95.01, 48.05 ] ] ] }, "raw_probability": 0.2403, "confidence_lo": 0.002, "confidence_hi": 0.002, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "568a7792a927b3ae12e390692e2dc579ccecf6c3c913cf3941c5cbd0451920a6", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.2403, "probability": 0.002026, "confidence_lo": 0.002001, "confidence_hi": 0.002027, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "187306f88c4d3d31611f1bd3a17d608b226695f2ac81c8a2a2ae0972ff079c84", "signature": { "alg": "ed25519", "sig": "0bd18307aa4dc5de984b03bd384996a8a5f933c893502fa6ec6e2f66586495c1055379e39a5ae2172848771e64bc5094662a968887af147f7d6b07190c9c850d" } }, "receipt_sha256": "187306f88c4d3d31611f1bd3a17d608b226695f2ac81c8a2a2ae0972ff079c84" }, { "storm_id": "527498", "lat": 46.0917, "lon": -95.2254, "motion_east": 6.9, "motion_south": 0.3, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.002, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 3174.0, "ebshear": 73.0, "srh01": 277.0, "maxllaz": 0.005, "mesh": 1.14, "flash_rate": 9.0, "top_features": [ { "name": "srh01", "value": 277.0 }, { "name": "hrrr_pwat", "value": 33.1115 }, { "name": "alignment", "value": -4.2709 }, { "name": "tau", "value": 0.9223 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.2389 }, "coherence_score": 0.9223121404647827, "coherence_diagnostics": { "tau": 0.9223121404647827, "grad_tau": 0.30458521842956543, "torsion": 0.0, "alignment": -4.270927429199219, "S_field": 0.35753133893013, "Gamma_field": 0.7402311563491821, "S_over_Gamma": 0.4829995930194855, "Da": 43.81614685058594, "E_coh": 0.4297276437282562, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 6, "geometry": { "type": "Polygon", "coordinates": [ [ [ -95.34, 46.18 ], [ -95.32, 46.18 ], [ -95.31, 46.17 ], [ -95.32, 46.15 ], [ -95.3, 46.13 ], [ -95.18, 46.13 ], [ -95.15, 46.11 ], [ -95.12, 46.11 ], [ -95.1, 46.09 ], [ -95.08, 46.09 ], [ -95.06, 46.07 ], [ -95.06, 46.04 ], [ -95.09, 46.02 ], [ -95.13, 46.02 ], [ -95.14, 46.03 ], [ -95.15, 46.02 ], [ -95.28, 46.02 ], [ -95.29, 46.03 ], [ -95.31, 46.03 ], [ -95.32, 46.04 ], [ -95.32, 46.08 ], [ -95.35, 46.11 ], [ -95.35, 46.17 ], [ -95.34, 46.18 ] ] ] }, "raw_probability": 0.2389, "confidence_lo": 0.002, "confidence_hi": 0.002, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "218e20f75b1df75b2e3983e2e8f55376b5434202936ef19fc9598cea5d8c247a", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.2389, "probability": 0.002026, "confidence_lo": 0.002001, "confidence_hi": 0.002027, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f0b1dd902b4ff89b211adeae3a301650d74c1cd56d93b9f49584dae60f609eef", "signature": { "alg": "ed25519", "sig": "0dadc872abe3337fef6adbfe998dcc7de5dc8630317795b5d43715b974ad8b7a388372cd1b9632f6bdf9783c34b349a3f3eac570d790595950cc386bb7772909" } }, "receipt_sha256": "f0b1dd902b4ff89b211adeae3a301650d74c1cd56d93b9f49584dae60f609eef" }, { "storm_id": "528960", "lat": 46.6745, "lon": -92.04, "motion_east": 8.4, "motion_south": -3.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.002, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1109.0, "ebshear": 50.0, "srh01": 200.0, "maxllaz": 0.002, "mesh": 0.41, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 200.0 }, { "name": "hrrr_pwat", "value": 45.1115 }, { "name": "alignment", "value": -3.5619 }, { "name": "tau", "value": 0.2897 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.238 }, "coherence_score": 0.2896919846534729, "coherence_diagnostics": { "tau": 0.2896919846534729, "grad_tau": 0.1615283489227295, "torsion": 0.0, "alignment": -3.5619187355041504, "S_field": 0.3371606767177582, "Gamma_field": 5.441064357757568, "S_over_Gamma": 0.0619659423828125, "Da": 353.0466613769531, "E_coh": 0.06477999687194824, "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": [ [ [ -92.08, 46.72 ], [ -92.01, 46.72 ], [ -91.98, 46.69 ], [ -91.98, 46.66 ], [ -91.99, 46.64 ], [ -92.0, 46.63 ], [ -92.06, 46.63 ], [ -92.08, 46.64 ], [ -92.08, 46.67 ], [ -92.1, 46.7 ], [ -92.08, 46.72 ] ] ] }, "raw_probability": 0.238, "confidence_lo": 0.002, "confidence_hi": 0.002, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "813c4ff5d29d93de802a6fafa1b5de539c86bd8b711d8d3be40f84fee6a928a2", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.238, "probability": 0.002026, "confidence_lo": 0.002001, "confidence_hi": 0.002027, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1591a0e6575a0ce10a012000803881f38790fa7ddaccecc536c14006064b4f4f", "signature": { "alg": "ed25519", "sig": "42c885b82a96ace4257ddb4876106ada4cb1a7763617454801d25b8abf1f1f4f1810a50aa0db93f25f66760716ac1c750e01c1c324140b8c7a3e26af37f4920b" } }, "receipt_sha256": "1591a0e6575a0ce10a012000803881f38790fa7ddaccecc536c14006064b4f4f" }, { "storm_id": "529089", "lat": 48.3127, "lon": -94.4845, "motion_east": 9.1, "motion_south": 0.3, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.002, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 361.0, "ebshear": 44.0, "srh01": 107.0, "maxllaz": 0.002, "mesh": 0.09, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 107.0 }, { "name": "hrrr_pwat", "value": 33.7365 }, { "name": "alignment", "value": -5.0776 }, { "name": "tau", "value": 0.3171 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.2378 }, "coherence_score": 0.31714701652526855, "coherence_diagnostics": { "tau": 0.31714701652526855, "grad_tau": 0.2888985872268677, "torsion": 0.0, "alignment": -5.077607154846191, "S_field": 0.23154400289058685, "Gamma_field": 0.4710644483566284, "S_over_Gamma": 0.4915336072444916, "Da": 29.983539581298828, "E_coh": 0.12078439444303513, "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": [ [ [ -94.49, 48.36 ], [ -94.44, 48.36 ], [ -94.43, 48.34 ], [ -94.44, 48.32 ], [ -94.44, 48.27 ], [ -94.47, 48.25 ], [ -94.52, 48.25 ], [ -94.55, 48.27 ], [ -94.55, 48.31 ], [ -94.51, 48.35 ], [ -94.49, 48.36 ] ] ] }, "raw_probability": 0.2378, "confidence_lo": 0.002, "confidence_hi": 0.002, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "b457a2231f42335c83f67f2d380a24e51fba05b116f83a314ceca9f27264a1e7", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.2378, "probability": 0.002026, "confidence_lo": 0.002001, "confidence_hi": 0.002027, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "12a3e4eaffe9a340ba07a507e4651abd26079725dd7702cbc099dd3790113f51", "signature": { "alg": "ed25519", "sig": "4429b146a6ae298ddbb32cc915abfc0104d00a29df17cc4f83cd2fb51458e8f444a5e4f5a0569aeff9298fe41846d37ada29be27db3c6a7ac968aafd02cfdd09" } }, "receipt_sha256": "12a3e4eaffe9a340ba07a507e4651abd26079725dd7702cbc099dd3790113f51" }, { "storm_id": "529088", "lat": 48.2833, "lon": -94.68, "motion_east": 9.2, "motion_south": 0.7, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.002, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 398.0, "ebshear": 36.0, "srh01": 109.0, "maxllaz": 0.002, "mesh": 0.14, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 109.0 }, { "name": "hrrr_pwat", "value": 33.7365 }, { "name": "alignment", "value": -5.0776 }, { "name": "tau", "value": 0.3171 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.2349 }, "coherence_score": 0.31714701652526855, "coherence_diagnostics": { "tau": 0.31714701652526855, "grad_tau": 0.2888985872268677, "torsion": 0.0, "alignment": -5.077607154846191, "S_field": 0.23154400289058685, "Gamma_field": 0.4710644483566284, "S_over_Gamma": 0.4915336072444916, "Da": 29.983539581298828, "E_coh": 0.12078439444303513, "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": [ [ [ -94.69, 48.35 ], [ -94.64, 48.34 ], [ -94.6, 48.29 ], [ -94.61, 48.25 ], [ -94.65, 48.22 ], [ -94.67, 48.22 ], [ -94.68, 48.23 ], [ -94.72, 48.24 ], [ -94.74, 48.27 ], [ -94.74, 48.32 ], [ -94.73, 48.32 ], [ -94.69, 48.35 ] ] ] }, "raw_probability": 0.2349, "confidence_lo": 0.002, "confidence_hi": 0.002, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "d4b87c4efc7e12e88d1196d7a2c34f4e86e0b12a91d9e1021a8e50da4b620a92", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.2349, "probability": 0.002026, "confidence_lo": 0.002001, "confidence_hi": 0.002027, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "306264fc338005deade00ad7dc81c02bb096f597089e6ea9759dc6fad689a111", "signature": { "alg": "ed25519", "sig": "a72a06d5b9938a7bb893a027f542caa8f86609dcc0e9942fe74296c370f9be9470130c01701f5108a056eb89454c3ae44fe7ba96d07b6bfbe6a3ce1c8875f805" } }, "receipt_sha256": "306264fc338005deade00ad7dc81c02bb096f597089e6ea9759dc6fad689a111" }, { "storm_id": "528705", "lat": 48.5843, "lon": -94.4514, "motion_east": 9.1, "motion_south": 0.2, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.002, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 314.0, "ebshear": 50.0, "srh01": 82.0, "maxllaz": 0.001, "mesh": 0.07, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 82.0 }, { "name": "hrrr_pwat", "value": 33.7365 }, { "name": "alignment", "value": -5.0776 }, { "name": "tau", "value": 0.3171 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.227 }, "coherence_score": 0.31714701652526855, "coherence_diagnostics": { "tau": 0.31714701652526855, "grad_tau": 0.2888985872268677, "torsion": 0.0, "alignment": -5.077607154846191, "S_field": 0.23154400289058685, "Gamma_field": 0.4710644483566284, "S_over_Gamma": 0.4915336072444916, "Da": 29.983539581298828, "E_coh": 0.12078439444303513, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -94.41, 48.66 ], [ -94.39, 48.64 ], [ -94.37, 48.64 ], [ -94.35, 48.62 ], [ -94.35, 48.57 ], [ -94.36, 48.56 ], [ -94.39, 48.56 ], [ -94.41, 48.58 ], [ -94.45, 48.59 ], [ -94.47, 48.57 ], [ -94.47, 48.55 ], [ -94.49, 48.53 ], [ -94.51, 48.54 ], [ -94.55, 48.54 ], [ -94.55, 48.55 ], [ -94.54, 48.55 ], [ -94.52, 48.57 ], [ -94.52, 48.59 ], [ -94.51, 48.6 ], [ -94.46, 48.6 ], [ -94.41, 48.66 ] ] ] }, "raw_probability": 0.227, "confidence_lo": 0.002, "confidence_hi": 0.002, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "22e892b1f2c1af58b44efec99299b20187fa5d106791281685c1976e0bf31d89", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.227, "probability": 0.002026, "confidence_lo": 0.002001, "confidence_hi": 0.002027, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "147b717fea9d4792f59f14d31c0cff33808dbc6d67b21f30306de007da2691c0", "signature": { "alg": "ed25519", "sig": "0120961f2fc96b9ab4b3a4b337d1ae3337b64ccc553885c5ec089abe4e81c39bc5f55f90975f66e4541536f5816bf0edcfff49afd930ce663195749e46b4f40c" } }, "receipt_sha256": "147b717fea9d4792f59f14d31c0cff33808dbc6d67b21f30306de007da2691c0" }, { "storm_id": "528986", "lat": 48.3531, "lon": -94.0892, "motion_east": 7.5, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.002, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 640.0, "ebshear": 56.0, "srh01": 143.0, "maxllaz": 0.001, "mesh": 0.06, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 143.0 }, { "name": "hrrr_pwat", "value": 33.7365 }, { "name": "alignment", "value": -5.0776 }, { "name": "tau", "value": 0.3171 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.2179 }, "coherence_score": 0.31714701652526855, "coherence_diagnostics": { "tau": 0.31714701652526855, "grad_tau": 0.2888985872268677, "torsion": 0.0, "alignment": -5.077607154846191, "S_field": 0.23154400289058685, "Gamma_field": 0.4710644483566284, "S_over_Gamma": 0.4915336072444916, "Da": 29.983539581298828, "E_coh": 0.12078439444303513, "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": [ [ [ -94.08, 48.39 ], [ -93.99, 48.39 ], [ -93.99, 48.33 ], [ -94.03, 48.33 ], [ -94.04, 48.32 ], [ -94.1, 48.32 ], [ -94.11, 48.31 ], [ -94.18, 48.31 ], [ -94.18, 48.37 ], [ -94.15, 48.37 ], [ -94.14, 48.38 ], [ -94.09, 48.38 ], [ -94.08, 48.39 ] ] ] }, "raw_probability": 0.2179, "confidence_lo": 0.002, "confidence_hi": 0.002, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "19e5abe23418747a1f8876b70ac8628473cbab12920b6b9bb64c1088e2da4ba8", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.2179, "probability": 0.002026, "confidence_lo": 0.002001, "confidence_hi": 0.002027, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8784266c9c75dc9bca2ba23f69d535a1a94a7b777aeb1e25e9aab4ce5137faa7", "signature": { "alg": "ed25519", "sig": "214849ced98170f8e5d5b7a64d4789a3e2a208c181936c3fb1896f21985b24d67a7dcee050fdf4194a1291133ffd4786c1e01454d65e35fc6ddd9ca85ce5c50c" } }, "receipt_sha256": "8784266c9c75dc9bca2ba23f69d535a1a94a7b777aeb1e25e9aab4ce5137faa7" }, { "storm_id": "529103", "lat": 38.9109, "lon": -78.0064, "motion_east": 6.6, "motion_south": 7.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.002, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2338.0, "ebshear": 33.0, "srh01": 65.0, "maxllaz": 0.005, "mesh": 0.4, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 65.0 }, { "name": "hrrr_pwat", "value": 44.3615 }, { "name": "alignment", "value": 3.0983 }, { "name": "tau", "value": 2.2284 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.2125 }, "coherence_score": 2.228424072265625, "coherence_diagnostics": { "tau": 2.228424072265625, "grad_tau": 0.1963542401790619, "torsion": 0.0, "alignment": 3.0983083248138428, "S_field": 0.9917898178100586, "Gamma_field": 0.2768978178501129, "S_over_Gamma": 3.581789970397949, "Da": 16.363536834716797, "E_coh": 0.9092627167701721, "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": [ [ [ -78.03, 38.94 ], [ -77.98, 38.94 ], [ -77.97, 38.93 ], [ -77.97, 38.91 ], [ -77.94, 38.88 ], [ -77.94, 38.87 ], [ -78.05, 38.87 ], [ -78.06, 38.88 ], [ -78.06, 38.93 ], [ -78.04, 38.93 ], [ -78.03, 38.94 ] ] ] }, "raw_probability": 0.2125, "confidence_lo": 0.002, "confidence_hi": 0.002, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "94d856e4b458ded8666120bf1aea07046103c6582c9bbf001e19a5a8f46ed720", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.2125, "probability": 0.002026, "confidence_lo": 0.002001, "confidence_hi": 0.002027, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ca30243e1d9d6fa298a3a7d9e9f1b7af6dc882015fed068b7aa5a11a0600565a", "signature": { "alg": "ed25519", "sig": "dbdb4f024a84680ab37ca0fe8276d6ec2000da002befa275f203f995fc7f16b7a8374b8a9ce1e09e65e5d968e4ffc927f175f30180d455ad5d87f9952861a50c" } }, "receipt_sha256": "ca30243e1d9d6fa298a3a7d9e9f1b7af6dc882015fed068b7aa5a11a0600565a" }, { "storm_id": "529105", "lat": 38.3753, "lon": -77.682, "motion_east": 5.2, "motion_south": 0.5, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.002, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 3289.0, "ebshear": 27.0, "srh01": 69.0, "maxllaz": 0.005, "mesh": 0.08, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 69.0 }, { "name": "hrrr_pwat", "value": 32.2365 }, { "name": "alignment", "value": 2.992 }, { "name": "tau", "value": 2.333 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.2003 }, "coherence_score": 2.3329715728759766, "coherence_diagnostics": { "tau": 2.3329715728759766, "grad_tau": 0.11847671866416931, "torsion": 0.0, "alignment": 2.991999387741089, "S_field": 1.0348408222198486, "Gamma_field": 0.33273112773895264, "S_over_Gamma": 3.1101412773132324, "Da": 20.45916748046875, "E_coh": 0.8789937496185303, "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": [ [ [ -77.73, 38.42 ], [ -77.65, 38.42 ], [ -77.63, 38.41 ], [ -77.62, 38.4 ], [ -77.63, 38.39 ], [ -77.63, 38.36 ], [ -77.62, 38.34 ], [ -77.66, 38.32 ], [ -77.67, 38.33 ], [ -77.72, 38.33 ], [ -77.74, 38.34 ], [ -77.73, 38.36 ], [ -77.73, 38.39 ], [ -77.74, 38.4 ], [ -77.73, 38.42 ] ] ] }, "raw_probability": 0.2003, "confidence_lo": 0.002, "confidence_hi": 0.002, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "3174d55a792a44f5fca65f6943e4b081222c4718d2d24580c5a5ca1ef2170739", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.2003, "probability": 0.002026, "confidence_lo": 0.002001, "confidence_hi": 0.002027, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c31f81b18c1eb64f06d213962d26dbb2639bf16c05cb09c81567a41b485ab00c", "signature": { "alg": "ed25519", "sig": "0cc132fccc3e7bc33e19b64461a5282aeb44fdf4140970e20142f13dd1385d9030ca9087d0b6a0f220fabf96da5b6469864bf22e49cfd95d04c4e6c2e2050c07" } }, "receipt_sha256": "c31f81b18c1eb64f06d213962d26dbb2639bf16c05cb09c81567a41b485ab00c" }, { "storm_id": "528838", "lat": 40.5183, "lon": -78.4966, "motion_east": 6.2, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.002, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 621.0, "ebshear": 37.0, "srh01": 87.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 87.0 }, { "name": "hrrr_pwat", "value": 56.9865 }, { "name": "alignment", "value": 2.3373 }, { "name": "tau", "value": 0.9212 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1764 }, "coherence_score": 0.9211565256118774, "coherence_diagnostics": { "tau": 0.9211565256118774, "grad_tau": 0.6921886801719666, "torsion": 1.1315799852695818e-08, "alignment": 2.3372557163238525, "S_field": 0.4390343725681305, "Gamma_field": 1.8710644245147705, "S_over_Gamma": 0.23464417457580566, "Da": 107.04395294189453, "E_coh": 0.5675134658813477, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": false, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.56, 40.67 ], [ -78.54, 40.66 ], [ -78.51, 40.66 ], [ -78.49, 40.64 ], [ -78.47, 40.64 ], [ -78.46, 40.63 ], [ -78.45, 40.55 ], [ -78.43, 40.53 ], [ -78.39, 40.51 ], [ -78.38, 40.47 ], [ -78.36, 40.45 ], [ -78.36, 40.41 ], [ -78.38, 40.39 ], [ -78.38, 40.38 ], [ -78.4, 40.37 ], [ -78.44, 40.37 ], [ -78.45, 40.36 ], [ -78.49, 40.38 ], [ -78.51, 40.38 ], [ -78.54, 40.41 ], [ -78.54, 40.42 ], [ -78.58, 40.47 ], [ -78.59, 40.5 ], [ -78.65, 40.57 ], [ -78.66, 40.59 ], [ -78.65, 40.63 ], [ -78.61, 40.66 ], [ -78.57, 40.66 ], [ -78.56, 40.67 ] ] ] }, "raw_probability": 0.1764, "confidence_lo": 0.002, "confidence_hi": 0.002, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "9e123243bd240e356585cabe4a71fd62b641a3c66b83844876f314a6a71d6a1f", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.1764, "probability": 0.002026, "confidence_lo": 0.002001, "confidence_hi": 0.002027, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c064b41fe216fb595945a797fa339a57900b6e1e5519ae0f606a7844f552e9bc", "signature": { "alg": "ed25519", "sig": "5a9dad8ac8ac4711c3d103e41a5b36cadd05be5247029ac7d2bc4c40a074a1991458fb9a62e6c5a6e5450c70efbe8667585d6a9e5de9ee02b13556bd0ba5cd06" } }, "receipt_sha256": "c064b41fe216fb595945a797fa339a57900b6e1e5519ae0f606a7844f552e9bc" }, { "storm_id": "529044", "lat": 40.2802, "lon": -78.2712, "motion_east": 5.7, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.002, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 888.0, "ebshear": 24.0, "srh01": 57.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 57.0 }, { "name": "hrrr_pwat", "value": 56.9865 }, { "name": "alignment", "value": 2.3373 }, { "name": "tau", "value": 0.9212 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1763 }, "coherence_score": 0.9211565256118774, "coherence_diagnostics": { "tau": 0.9211565256118774, "grad_tau": 0.6921886801719666, "torsion": 1.1315799852695818e-08, "alignment": 2.3372557163238525, "S_field": 0.4390343725681305, "Gamma_field": 1.8710644245147705, "S_over_Gamma": 0.23464417457580566, "Da": 107.04395294189453, "E_coh": 0.5675134658813477, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": false, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.23, 40.43 ], [ -78.21, 40.43 ], [ -78.18, 40.41 ], [ -78.13, 40.41 ], [ -78.12, 40.42 ], [ -78.04, 40.42 ], [ -78.02, 40.4 ], [ -78.02, 40.38 ], [ -78.05, 40.34 ], [ -78.06, 40.34 ], [ -78.1, 40.31 ], [ -78.12, 40.31 ], [ -78.13, 40.3 ], [ -78.21, 40.3 ], [ -78.22, 40.29 ], [ -78.26, 40.28 ], [ -78.3, 40.25 ], [ -78.34, 40.24 ], [ -78.36, 40.22 ], [ -78.35, 40.21 ], [ -78.33, 40.22 ], [ -78.29, 40.2 ], [ -78.25, 40.2 ], [ -78.24, 40.21 ], [ -78.21, 40.2 ], [ -78.22, 40.16 ], [ -78.25, 40.14 ], [ -78.31, 40.14 ], [ -78.36, 40.11 ], [ -78.4, 40.11 ], [ -78.41, 40.12 ], [ -78.41, 40.15 ], [ -78.37, 40.19 ], [ -78.37, 40.22 ], [ -78.38, 40.23 ], [ -78.4, 40.21 ], [ -78.44, 40.21 ], [ -78.46, 40.22 ], [ -78.47, 40.23 ], [ -78.47, 40.28 ], [ -78.42, 40.31 ], [ -78.4, 40.3 ], [ -78.36, 40.31 ], [ -78.31, 40.41 ], [ -78.29, 40.41 ], [ -78.28, 40.42 ], [ -78.24, 40.42 ], [ -78.23, 40.43 ] ] ] }, "raw_probability": 0.1763, "confidence_lo": 0.002, "confidence_hi": 0.002, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "70ef43a9d9bf4f5e72d3aaf457ec214b04015efeb3a7352f2801f3d586ba2089", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.1763, "probability": 0.002026, "confidence_lo": 0.002001, "confidence_hi": 0.002027, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "013c715577be3f4ec7ecc3e4fc4753cc6def443fb3f9a45100c78b5a22529cc4", "signature": { "alg": "ed25519", "sig": "4906c2aafeceaeb0274e6ff1f5ad26c168160b31bdca3e48d69e98536ddc612596c63a41441e4cb461ef9a3afade159d665811fe923d12f0ba8b1d1a4d9bd209" } }, "receipt_sha256": "013c715577be3f4ec7ecc3e4fc4753cc6def443fb3f9a45100c78b5a22529cc4" }, { "storm_id": "529049", "lat": 38.5656, "lon": -77.7489, "motion_east": 4.7, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.002, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 3303.0, "ebshear": 27.0, "srh01": 68.0, "maxllaz": 0.005, "mesh": 0.33, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 68.0 }, { "name": "hrrr_pwat", "value": 32.2365 }, { "name": "alignment", "value": 2.992 }, { "name": "tau", "value": 2.333 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.168 }, "coherence_score": 2.3329715728759766, "coherence_diagnostics": { "tau": 2.3329715728759766, "grad_tau": 0.11847671866416931, "torsion": 0.0, "alignment": 2.991999387741089, "S_field": 1.0348408222198486, "Gamma_field": 0.33273112773895264, "S_over_Gamma": 3.1101412773132324, "Da": 20.45916748046875, "E_coh": 0.8789937496185303, "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": [ [ [ -77.77, 38.59 ], [ -77.72, 38.59 ], [ -77.71, 38.58 ], [ -77.71, 38.55 ], [ -77.74, 38.53 ], [ -77.76, 38.53 ], [ -77.78, 38.55 ], [ -77.78, 38.58 ], [ -77.77, 38.59 ] ] ] }, "raw_probability": 0.168, "confidence_lo": 0.002, "confidence_hi": 0.002, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "624fda8922a728dcb69b01edd001a278160606586b6b16d658cd0fbed36e43fd", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.168, "probability": 0.002026, "confidence_lo": 0.002001, "confidence_hi": 0.002027, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "23b60b71692f87571e3acf87907641c179f49e556b9748ae71b5fb93642b30ba", "signature": { "alg": "ed25519", "sig": "aa0829edda26abd217f83dd17afbfd77411b116d53967fa5e3fbde8a6b9e6aee7cbdb284218f4ced2ec6a0329f547df8c04adf0309b3a4f4ea2f31b766965c04" } }, "receipt_sha256": "23b60b71692f87571e3acf87907641c179f49e556b9748ae71b5fb93642b30ba" }, { "storm_id": "529048", "lat": 39.3389, "lon": -77.6656, "motion_east": 5.1, "motion_south": 1.1, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.002, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1986.0, "ebshear": 44.0, "srh01": 52.0, "maxllaz": 0.002, "mesh": 0.09, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 52.0 }, { "name": "hrrr_pwat", "value": 32.2365 }, { "name": "alignment", "value": 6.8937 }, { "name": "tau", "value": 2.3751 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1643 }, "coherence_score": 2.3750760555267334, "coherence_diagnostics": { "tau": 2.3750760555267334, "grad_tau": 0.1649492383003235, "torsion": 0.0, "alignment": 6.893749237060547, "S_field": 1.02314293384552, "Gamma_field": 0.2927311360836029, "S_over_Gamma": 3.4951627254486084, "Da": 17.57094955444336, "E_coh": 0.79749596118927, "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": [ [ [ -77.68, 39.37 ], [ -77.65, 39.37 ], [ -77.63, 39.35 ], [ -77.63, 39.31 ], [ -77.64, 39.3 ], [ -77.69, 39.3 ], [ -77.69, 39.33 ], [ -77.7, 39.35 ], [ -77.68, 39.37 ] ] ] }, "raw_probability": 0.1643, "confidence_lo": 0.002, "confidence_hi": 0.002, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "526435c622c1de33c2a4cbd3c392b3dac34be67892eecd5ba1fee2e808ded630", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.1643, "probability": 0.002026, "confidence_lo": 0.002001, "confidence_hi": 0.002027, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b6b96ca79e71b1144e7ebc8d6f5b230361533439d2feee7c00c705c3545abbe8", "signature": { "alg": "ed25519", "sig": "ead8ed0fa06146563628a47e71db12a1b622f75c3e24d93925537c917b8beae23144c313acfc6139203c6c8c7fc98f4026c397f966348fa57a48ce67d059820f" } }, "receipt_sha256": "b6b96ca79e71b1144e7ebc8d6f5b230361533439d2feee7c00c705c3545abbe8" }, { "storm_id": "529128", "lat": 38.82, "lon": -81.1614, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.002, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2917.0, "ebshear": 27.0, "srh01": 60.0, "maxllaz": 0.008, "mesh": 0.3, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 60.0 }, { "name": "hrrr_pwat", "value": 46.3615 }, { "name": "alignment", "value": -2.067 }, { "name": "tau", "value": 2.0202 }, { "name": "maxllaz", "value": 0.008 } ], "model_scores": { "gbt_prob": 0.1621 }, "coherence_score": 2.0202009677886963, "coherence_diagnostics": { "tau": 2.0202009677886963, "grad_tau": 0.16578617691993713, "torsion": 0.0, "alignment": -2.0669760704040527, "S_field": 0.9330115914344788, "Gamma_field": 0.3227311372756958, "S_over_Gamma": 2.8909871578216553, "Da": 19.15439224243164, "E_coh": 0.9071595072746277, "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": [ [ [ -81.18, 38.86 ], [ -81.09, 38.86 ], [ -81.08, 38.84 ], [ -81.12, 38.82 ], [ -81.13, 38.8 ], [ -81.12, 38.78 ], [ -81.15, 38.76 ], [ -81.16, 38.77 ], [ -81.18, 38.77 ], [ -81.23, 38.82 ], [ -81.23, 38.84 ], [ -81.22, 38.85 ], [ -81.19, 38.85 ], [ -81.18, 38.86 ] ] ] }, "raw_probability": 0.1621, "confidence_lo": 0.002, "confidence_hi": 0.002, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "9647cd8bf4b3c3ba271f98f9a0e687341640200bd20566fc574e500a306a45b3", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.1621, "probability": 0.002026, "confidence_lo": 0.002001, "confidence_hi": 0.002027, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4c972147f424bc72d05975fbeee79323b2d8090469184e5c546b70aada074c70", "signature": { "alg": "ed25519", "sig": "45ade2265e581d6e52f6319fdcc9c56557ffa70e3961ab3da0cab401de07c61e86b779a8fa5d2d1afface8206d2ae16c40e2344d6f6b22a12d96262896d34a06" } }, "receipt_sha256": "4c972147f424bc72d05975fbeee79323b2d8090469184e5c546b70aada074c70" }, { "storm_id": "529119", "lat": 48.739, "lon": -94.884, "motion_east": 8.5, "motion_south": 0.3, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.002, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 183.0, "ebshear": 36.0, "srh01": 40.0, "maxllaz": 0.0, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 40.0 }, { "name": "hrrr_pwat", "value": 33.7365 }, { "name": "alignment", "value": -5.0776 }, { "name": "tau", "value": 0.3171 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.1475 }, "coherence_score": 0.31714701652526855, "coherence_diagnostics": { "tau": 0.31714701652526855, "grad_tau": 0.2888985872268677, "torsion": 0.0, "alignment": -5.077607154846191, "S_field": 0.23154400289058685, "Gamma_field": 0.4710644483566284, "S_over_Gamma": 0.4915336072444916, "Da": 29.983539581298828, "E_coh": 0.12078439444303513, "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": [ [ [ -94.91, 48.76 ], [ -94.87, 48.76 ], [ -94.86, 48.75 ], [ -94.84, 48.75 ], [ -94.83, 48.73 ], [ -94.84, 48.71 ], [ -94.92, 48.71 ], [ -94.93, 48.72 ], [ -94.93, 48.74 ], [ -94.91, 48.76 ] ] ] }, "raw_probability": 0.1475, "confidence_lo": 0.002, "confidence_hi": 0.002, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "19309955134e63dfbb89f1e81a9cf0e430a370e0de067050f7a943acae2747e8", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.1475, "probability": 0.002026, "confidence_lo": 0.002001, "confidence_hi": 0.002027, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "93247b7303202316bc23a7bfc030348ac34474427687c60ee8d5dcefc81965e4", "signature": { "alg": "ed25519", "sig": "266342d2d8c72833cedda4cec855f552cee4105b1e473a3b82038599b41731bd8164921c75a7b07310d9cd4daa69719c120f3edcac97ceea7007fce272a17206" } }, "receipt_sha256": "93247b7303202316bc23a7bfc030348ac34474427687c60ee8d5dcefc81965e4" }, { "storm_id": "527272", "lat": 45.9387, "lon": -71.7093, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 411.0, "ebshear": 26.0, "srh01": 43.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 43.0 }, { "name": "hrrr_pwat", "value": 34.4865 }, { "name": "alignment", "value": -4.553 }, { "name": "tau", "value": 1.1294 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1313 }, "coherence_score": 1.1293504238128662, "coherence_diagnostics": { "tau": 1.1293504238128662, "grad_tau": 0.12353885173797607, "torsion": 0.0, "alignment": -4.552962303161621, "S_field": 0.44608068466186523, "Gamma_field": 0.25689780712127686, "S_over_Gamma": 1.7364130020141602, "Da": 15.336343765258789, "E_coh": 0.5044392347335815, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 6, "geometry": { "type": "Polygon", "coordinates": [ [ [ -71.77, 46.01 ], [ -71.73, 46.01 ], [ -71.69, 45.98 ], [ -71.69, 45.97 ], [ -71.65, 45.93 ], [ -71.64, 45.91 ], [ -71.64, 45.87 ], [ -71.65, 45.86 ], [ -71.69, 45.86 ], [ -71.71, 45.88 ], [ -71.71, 45.91 ], [ -71.74, 45.94 ], [ -71.78, 45.94 ], [ -71.78, 46.0 ], [ -71.77, 46.01 ] ] ] }, "raw_probability": 0.1313, "confidence_lo": 0.0018, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "fcd18f14dd8983e5385432b2f6ebd2a9e9dee0898450296a6f660e7dae0671a8", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.1313, "probability": 0.001916, "confidence_lo": 0.001815, "confidence_hi": 0.001916, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d264cdc4013d69a4cf6b472b6d1e9f30823fcd641ff170579a4bc40e246aacfc", "signature": { "alg": "ed25519", "sig": "3b2621d0e2b37d9593db97c503888b7ad90630d3a898a451b65e854baec127d50b9d985dbdfbe311a2ce821b14a3855070bdb65419e340eb1c90eedcb5db9800" } }, "receipt_sha256": "d264cdc4013d69a4cf6b472b6d1e9f30823fcd641ff170579a4bc40e246aacfc" }, { "storm_id": "528956", "lat": 48.3282, "lon": -91.2391, "motion_east": 8.3, "motion_south": -2.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 330.0, "ebshear": 28.0, "srh01": 52.0, "maxllaz": 0.001, "mesh": 0.13, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 52.0 }, { "name": "hrrr_pwat", "value": 21.3615 }, { "name": "alignment", "value": -2.9288 }, { "name": "tau", "value": 0.2292 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1308 }, "coherence_score": 0.22917413711547852, "coherence_diagnostics": { "tau": 0.22917413711547852, "grad_tau": 0.19639752805233002, "torsion": 0.0, "alignment": -2.9288463592529297, "S_field": 0.07819534093141556, "Gamma_field": 0.24273110926151276, "S_over_Gamma": 0.32214799523353577, "Da": 15.626789093017578, "E_coh": 0.279622882604599, "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": [ [ [ -91.26, 48.37 ], [ -91.22, 48.37 ], [ -91.21, 48.36 ], [ -91.19, 48.36 ], [ -91.19, 48.3 ], [ -91.21, 48.28 ], [ -91.24, 48.28 ], [ -91.26, 48.27 ], [ -91.3, 48.3 ], [ -91.29, 48.35 ], [ -91.26, 48.37 ] ] ] }, "raw_probability": 0.1308, "confidence_lo": 0.0018, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "586181abdb27aeea3c64fe6df1c2a71ddabd4413fa20913a6da5ab55b5c3edfe", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.1308, "probability": 0.001916, "confidence_lo": 0.001815, "confidence_hi": 0.001916, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "084ebf41db868da9844e94710bf222e1f042f00e34f981b513c94e1a5dbc6921", "signature": { "alg": "ed25519", "sig": "589ea8a803194fcf0721ab7e067f95beb1f1634302097da933f0bfbd9d738c2d6173fe980f23264f50ad098f215b8998a0882710cc24e2567e977901e6096906" } }, "receipt_sha256": "084ebf41db868da9844e94710bf222e1f042f00e34f981b513c94e1a5dbc6921" }, { "storm_id": "528179", "lat": 39.2338, "lon": -80.2175, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2571.0, "ebshear": 36.0, "srh01": 78.0, "maxllaz": 0.004, "mesh": 0.51, "flash_rate": 21.0, "top_features": [ { "name": "srh01", "value": 78.0 }, { "name": "hrrr_pwat", "value": 46.6115 }, { "name": "alignment", "value": 0.2845 }, { "name": "tau", "value": 2.0197 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1297 }, "coherence_score": 2.019742012023926, "coherence_diagnostics": { "tau": 2.019742012023926, "grad_tau": 0.20853683352470398, "torsion": 0.0, "alignment": 0.28449100255966187, "S_field": 0.9748491644859314, "Gamma_field": 0.3777311444282532, "S_over_Gamma": 2.5808017253875732, "Da": 22.5034236907959, "E_coh": 0.895758867263794, "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": [ [ [ -80.22, 39.27 ], [ -80.18, 39.25 ], [ -80.18, 39.22 ], [ -80.2, 39.2 ], [ -80.24, 39.2 ], [ -80.25, 39.21 ], [ -80.25, 39.25 ], [ -80.22, 39.27 ] ] ] }, "raw_probability": 0.1297, "confidence_lo": 0.0018, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "56f40b2de33368f91b6fa7eac0e4777722f9b7bca161f830e8145fc58ac14a21", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.1297, "probability": 0.001916, "confidence_lo": 0.001815, "confidence_hi": 0.001916, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2c2a9cc5071e712af9d43f6a90de003fcc1bf214d392b7862567f893d9e64932", "signature": { "alg": "ed25519", "sig": "3794d415a4c7e712212f3fe478cc49dfd4973a25be50fbf096c2f19859ae42e5e05a174e4bdb1cba2136aa6d70f1651932bb29545637f0d4aa174754920d0209" } }, "receipt_sha256": "2c2a9cc5071e712af9d43f6a90de003fcc1bf214d392b7862567f893d9e64932" }, { "storm_id": "529132", "lat": 30.3382, "lon": -110.9818, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0018, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 984.0, "ebshear": 10.0, "srh01": 64.0, "maxllaz": 0.0, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 64.0 }, { "name": "hrrr_pwat", "value": 48.7365 }, { "name": "alignment", "value": 5.5936 }, { "name": "tau", "value": 1.2651 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.1239 }, "coherence_score": 1.2651002407073975, "coherence_diagnostics": { "tau": 1.2651002407073975, "grad_tau": 0.3015393316745758, "torsion": 0.0, "alignment": 5.593618392944336, "S_field": 1.0056499242782593, "Gamma_field": 0.4727311432361603, "S_over_Gamma": 2.127318859100342, "Da": 29.9428768157959, "E_coh": 0.8283318877220154, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -111.03, 30.36 ], [ -111.01, 30.36 ], [ -111.0, 30.35 ], [ -110.92, 30.35 ], [ -110.92, 30.32 ], [ -110.93, 30.32 ], [ -110.95, 30.3 ], [ -110.97, 30.32 ], [ -111.01, 30.33 ], [ -111.03, 30.35 ], [ -111.03, 30.36 ] ] ] }, "raw_probability": 0.1239, "confidence_lo": 0.0016, "confidence_hi": 0.0018, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "7ebe1a31bc00f2dfb95ec8c1cbbfeb372ef28b3e70a2c40be5a4bb0793019c70", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.1239, "probability": 0.001814, "confidence_lo": 0.001575, "confidence_hi": 0.001815, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5d82eeaaf8944cfea027eeac4c3c840599e283b519ec9dc06a1956eb04484bf4", "signature": { "alg": "ed25519", "sig": "6d9d5429922748b9b34959a02acc4c275b7791f6cd4de7a467fec02fb9b6bdc24eff0d8cf493ac0d93b2ab50da7514e31004b8d3c47c8b9a40ecf622cb10a50f" } }, "receipt_sha256": "5d82eeaaf8944cfea027eeac4c3c840599e283b519ec9dc06a1956eb04484bf4" }, { "storm_id": "529014", "lat": 49.1529, "lon": -66.1814, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0017, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 15.0, "ebshear": 3.0, "srh01": 73.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 73.0 }, { "name": "hrrr_pwat", "value": 35.4865 }, { "name": "alignment", "value": 0.0 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1229 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.0, "torsion": 0.0, "alignment": 0.0, "S_field": 0.24416695535182953, "Gamma_field": 0.15439778566360474, "S_over_Gamma": 1.581414818763733, "Da": 10.33185863494873, "E_coh": 0.2593165636062622, "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": [ [ [ -66.19, 49.21 ], [ -66.15, 49.21 ], [ -66.14, 49.2 ], [ -66.1, 49.19 ], [ -66.1, 49.14 ], [ -66.14, 49.14 ], [ -66.16, 49.13 ], [ -66.19, 49.09 ], [ -66.21, 49.08 ], [ -66.24, 49.08 ], [ -66.26, 49.11 ], [ -66.26, 49.15 ], [ -66.21, 49.2 ], [ -66.19, 49.21 ] ] ] }, "raw_probability": 0.1229, "confidence_lo": 0.0016, "confidence_hi": 0.0017, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "0b10b45a4b06a24adc90071545d0c2e859c0c1e2514dca6ff863565821e73e80", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.1229, "probability": 0.001662, "confidence_lo": 0.001575, "confidence_hi": 0.001662, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f9feb1f5692dc8b2bcc322978a0d5e1a6008f6f7c999f171eec9593e3ac847de", "signature": { "alg": "ed25519", "sig": "8ab14cf03341a397aff43af7119e2aa0254523a5312c732b344d22ea5b6c938f71bd40218d46bd0f8ae5717bbf891bf09a31f5a9baf6b3a688c7a2d631c10400" } }, "receipt_sha256": "f9feb1f5692dc8b2bcc322978a0d5e1a6008f6f7c999f171eec9593e3ac847de" }, { "storm_id": "528887", "lat": 42.6641, "lon": -78.1589, "motion_east": 6.1, "motion_south": 3.2, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0017, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 749.0, "ebshear": 39.0, "srh01": 96.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 96.0 }, { "name": "hrrr_pwat", "value": 40.9865 }, { "name": "alignment", "value": 0.6747 }, { "name": "tau", "value": 0.9411 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1198 }, "coherence_score": 0.9410516619682312, "coherence_diagnostics": { "tau": 0.9410516619682312, "grad_tau": 0.12384095042943954, "torsion": 0.0, "alignment": 0.6747002601623535, "S_field": 0.1890723705291748, "Gamma_field": 0.6710644960403442, "S_over_Gamma": 0.2817499339580536, "Da": 38.41929244995117, "E_coh": 0.024253742769360542, "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": [ [ [ -78.34, 42.75 ], [ -78.27, 42.75 ], [ -78.23, 42.73 ], [ -78.2, 42.73 ], [ -78.13, 42.69 ], [ -78.08, 42.69 ], [ -78.07, 42.68 ], [ -78.05, 42.68 ], [ -78.01, 42.65 ], [ -77.96, 42.66 ], [ -77.94, 42.65 ], [ -77.94, 42.6 ], [ -77.96, 42.59 ], [ -77.98, 42.59 ], [ -78.01, 42.61 ], [ -78.05, 42.61 ], [ -78.06, 42.6 ], [ -78.19, 42.6 ], [ -78.23, 42.62 ], [ -78.26, 42.62 ], [ -78.29, 42.64 ], [ -78.33, 42.65 ], [ -78.33, 42.66 ], [ -78.35, 42.68 ], [ -78.35, 42.72 ], [ -78.34, 42.73 ], [ -78.34, 42.75 ] ] ] }, "raw_probability": 0.1198, "confidence_lo": 0.0016, "confidence_hi": 0.0017, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "0273d350fec4fdf1ae107d68f7c870a14a786bf3092ecfe120befe74d2d1820d", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.1198, "probability": 0.001662, "confidence_lo": 0.001575, "confidence_hi": 0.001662, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c221e6820f3700178e3b96b117f0fa4ec4ec3aff86b01c015eb88ca713076e40", "signature": { "alg": "ed25519", "sig": "2d83b67139525fbedb26c76a74a1d2c2df053a51bea2ca4590bb5ec7aa82c6df6ef3c9fbb534ecb5dd0060ac5133eaede3d6d770f62011c4553dfbfcc4ec2400" } }, "receipt_sha256": "c221e6820f3700178e3b96b117f0fa4ec4ec3aff86b01c015eb88ca713076e40" }, { "storm_id": "529016", "lat": 48.5617, "lon": -91.9433, "motion_east": 8.1, "motion_south": -2.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0017, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 128.0, "ebshear": 19.0, "srh01": 47.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 47.0 }, { "name": "hrrr_pwat", "value": 21.3615 }, { "name": "alignment", "value": -2.9288 }, { "name": "tau", "value": 0.2292 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1161 }, "coherence_score": 0.22917413711547852, "coherence_diagnostics": { "tau": 0.22917413711547852, "grad_tau": 0.19639752805233002, "torsion": 0.0, "alignment": -2.9288463592529297, "S_field": 0.07819534093141556, "Gamma_field": 0.24273110926151276, "S_over_Gamma": 0.32214799523353577, "Da": 15.626789093017578, "E_coh": 0.279622882604599, "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": [ [ [ -91.91, 48.65 ], [ -91.84, 48.65 ], [ -91.8, 48.62 ], [ -91.8, 48.59 ], [ -91.78, 48.57 ], [ -91.78, 48.55 ], [ -91.8, 48.51 ], [ -91.82, 48.5 ], [ -91.89, 48.5 ], [ -91.9, 48.49 ], [ -91.95, 48.5 ], [ -91.98, 48.47 ], [ -91.99, 48.48 ], [ -92.05, 48.47 ], [ -92.09, 48.49 ], [ -92.12, 48.52 ], [ -92.12, 48.57 ], [ -92.09, 48.6 ], [ -92.07, 48.6 ], [ -92.05, 48.62 ], [ -91.98, 48.62 ], [ -91.97, 48.63 ], [ -91.95, 48.63 ], [ -91.91, 48.65 ] ] ] }, "raw_probability": 0.1161, "confidence_lo": 0.0016, "confidence_hi": 0.0017, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "91a745b3215e045e90fc8f25033517700819fe8c0a8ad1d190140a6d2d20a53b", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.1161, "probability": 0.001662, "confidence_lo": 0.001575, "confidence_hi": 0.001662, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f72106b82a4203e118ea967be394d120bc641affe19b822030ab9a170416e03f", "signature": { "alg": "ed25519", "sig": "8affa0903003abba7d7b7a0e3b8be9c7045a14d82f54523de0e72c318c121c9064c72035a1a7d6dc18a3432b9cbcae1c17bd9e5c41e1719dce06a06137a70800" } }, "receipt_sha256": "f72106b82a4203e118ea967be394d120bc641affe19b822030ab9a170416e03f" }, { "storm_id": "529017", "lat": 48.752, "lon": -95.082, "motion_east": 7.6, "motion_south": 0.9, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0017, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 170.0, "ebshear": 29.0, "srh01": 25.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 25.0 }, { "name": "hrrr_pwat", "value": 36.9865 }, { "name": "alignment", "value": -4.5717 }, { "name": "tau", "value": 0.3218 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1129 }, "coherence_score": 0.3217858672142029, "coherence_diagnostics": { "tau": 0.3217858672142029, "grad_tau": 0.2796136438846588, "torsion": 0.0, "alignment": -4.571681976318359, "S_field": 0.19678837060928345, "Gamma_field": 0.2510644793510437, "S_over_Gamma": 0.7838160395622253, "Da": 15.862346649169922, "E_coh": 0.31659287214279175, "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": [ [ [ -95.08, 48.81 ], [ -95.04, 48.81 ], [ -95.01, 48.76 ], [ -95.01, 48.74 ], [ -95.08, 48.68 ], [ -95.13, 48.68 ], [ -95.14, 48.69 ], [ -95.13, 48.76 ], [ -95.12, 48.78 ], [ -95.08, 48.81 ] ] ] }, "raw_probability": 0.1129, "confidence_lo": 0.0016, "confidence_hi": 0.0017, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "704c1db1f5985c5b2c955f41c3a6168da797406e9822f1d0f31c4a0dba68e2f4", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.1129, "probability": 0.001662, "confidence_lo": 0.001575, "confidence_hi": 0.001662, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5e95c45f8bb79396c7ea42afd3278c07d6f73083fac7f89513aea642fed5e700", "signature": { "alg": "ed25519", "sig": "7a2adf173af1d4ccf1c4f9aede53e3d2f435c4b0e8b3eb321526e221570db8a7fb4bef19a6d23aea4feface729cc9941d76834ffd9ca5e8e84d73e28ef84920b" } }, "receipt_sha256": "5e95c45f8bb79396c7ea42afd3278c07d6f73083fac7f89513aea642fed5e700" }, { "storm_id": "529110", "lat": 46.025, "lon": -70.2013, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0017, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 123.0, "ebshear": 11.0, "srh01": 108.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 108.0 }, { "name": "hrrr_pwat", "value": 26.9865 }, { "name": "alignment", "value": -4.5962 }, { "name": "tau", "value": 0.9967 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1122 }, "coherence_score": 0.9966663122177124, "coherence_diagnostics": { "tau": 0.9966663122177124, "grad_tau": 0.13901540637016296, "torsion": 0.0, "alignment": -4.596199989318848, "S_field": 0.209041565656662, "Gamma_field": 0.15273112058639526, "S_over_Gamma": 1.368690013885498, "Da": 9.582178115844727, "E_coh": 0.19367022812366486, "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": [ [ [ -70.2, 46.06 ], [ -70.17, 46.05 ], [ -70.17, 46.01 ], [ -70.19, 45.99 ], [ -70.22, 45.99 ], [ -70.23, 46.0 ], [ -70.23, 46.04 ], [ -70.2, 46.06 ] ] ] }, "raw_probability": 0.1122, "confidence_lo": 0.0016, "confidence_hi": 0.0017, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "7bc0da87bad66b077ea00f78862ad5baa4d331cace874ce427fe30c74ec505fe", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.1122, "probability": 0.001662, "confidence_lo": 0.001575, "confidence_hi": 0.001662, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1d84564e1ebb82e6df1c1e6fd678531a9852c871508f3b2bfec722131d64ebb2", "signature": { "alg": "ed25519", "sig": "86e65d4852b4416719dcb8bc3fab5494a6399932e2697c4f81132457d7dd99ca2811bc9b4980e929966e4e2ca96a671e463933a7c6b56a33c64011ceb6c12b0c" } }, "receipt_sha256": "1d84564e1ebb82e6df1c1e6fd678531a9852c871508f3b2bfec722131d64ebb2" }, { "storm_id": "528907", "lat": 44.9162, "lon": -122.9946, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0017, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 265.0, "ebshear": 23.0, "srh01": 122.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 122.0 }, { "name": "hrrr_pwat", "value": 21.9865 }, { "name": "alignment", "value": 0.0338 }, { "name": "tau", "value": 0.6917 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1082 }, "coherence_score": 0.6917392015457153, "coherence_diagnostics": { "tau": 0.6917392015457153, "grad_tau": 0.27848348021507263, "torsion": 0.0, "alignment": 0.03377598524093628, "S_field": 0.2539811432361603, "Gamma_field": 0.19856445491313934, "S_over_Gamma": 1.2790865898132324, "Da": 11.31196403503418, "E_coh": 0.2639685273170471, "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": [ [ [ -123.03, 44.97 ], [ -123.02, 44.96 ], [ -122.98, 44.96 ], [ -122.95, 44.93 ], [ -122.94, 44.91 ], [ -122.94, 44.87 ], [ -122.95, 44.86 ], [ -122.97, 44.86 ], [ -123.0, 44.88 ], [ -123.02, 44.88 ], [ -123.05, 44.91 ], [ -123.05, 44.95 ], [ -123.03, 44.97 ] ] ] }, "raw_probability": 0.1082, "confidence_lo": 0.001, "confidence_hi": 0.0017, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "69d3c01ee1407b1decba98d55fd89869711e1f3df7398bcfe9c5d654f4e3fc20", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.1082, "probability": 0.001661, "confidence_lo": 0.001017, "confidence_hi": 0.001662, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "338c91b6d96de46ab92bb4efefc7279b21da95fe61490b482ab6bd5f66f992c3", "signature": { "alg": "ed25519", "sig": "d4e11152cf34dde2d144e453701d93200e95ebf78dfb0090c4b0923d29cebab6f33b708ea3e0a50532b59901a0eb3cf00692d104768cfb4ba9c5659555cf5700" } }, "receipt_sha256": "338c91b6d96de46ab92bb4efefc7279b21da95fe61490b482ab6bd5f66f992c3" }, { "storm_id": "529077", "lat": 39.2408, "lon": -80.6775, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0011, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3323.0, "ebshear": 37.0, "srh01": 63.0, "maxllaz": 0.004, "mesh": 0.11, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 63.0 }, { "name": "hrrr_pwat", "value": 46.6115 }, { "name": "alignment", "value": 0.2845 }, { "name": "tau", "value": 2.0197 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1075 }, "coherence_score": 2.019742012023926, "coherence_diagnostics": { "tau": 2.019742012023926, "grad_tau": 0.20853683352470398, "torsion": 0.0, "alignment": 0.28449100255966187, "S_field": 0.9748491644859314, "Gamma_field": 0.3777311444282532, "S_over_Gamma": 2.5808017253875732, "Da": 22.5034236907959, "E_coh": 0.895758867263794, "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": [ [ [ -80.69, 39.28 ], [ -80.65, 39.28 ], [ -80.63, 39.26 ], [ -80.63, 39.2 ], [ -80.66, 39.2 ], [ -80.67, 39.19 ], [ -80.69, 39.2 ], [ -80.7, 39.22 ], [ -80.7, 39.25 ], [ -80.71, 39.26 ], [ -80.71, 39.27 ], [ -80.69, 39.28 ] ] ] }, "raw_probability": 0.1075, "confidence_lo": 0.001, "confidence_hi": 0.0011, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "5512af96a47ebb036e803df654e9e7d799a1fb9a523888fa37035e6b457eb2ac", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.1075, "probability": 0.001111, "confidence_lo": 0.001017, "confidence_hi": 0.001111, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5c88abaa7bc92f66f1f08440f9f2cd639e42b939db9de99e88e9ecfd16a5ca57", "signature": { "alg": "ed25519", "sig": "6644b92997b760ceb2a6598ea2c3b30c5d081557b50c9235034b20b34b20f56daa1f9ba12c050b07bea95c7ca1982598f7ee0a8f6d55db7179a5029594f7f700" } }, "receipt_sha256": "5c88abaa7bc92f66f1f08440f9f2cd639e42b939db9de99e88e9ecfd16a5ca57" }, { "storm_id": "529093", "lat": 43.43, "lon": -87.7862, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0011, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 274.0, "ebshear": 33.0, "srh01": 15.0, "maxllaz": 0.005, "mesh": 0.07, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 15.0 }, { "name": "hrrr_pwat", "value": 41.9865 }, { "name": "alignment", "value": -8.0225 }, { "name": "tau", "value": 1.8302 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.1055 }, "coherence_score": 1.8302240371704102, "coherence_diagnostics": { "tau": 1.8302240371704102, "grad_tau": 0.37647131085395813, "torsion": 0.0, "alignment": -8.02248764038086, "S_field": 0.6038996577262878, "Gamma_field": 0.8660644888877869, "S_over_Gamma": 0.6972917914390564, "Da": 53.565948486328125, "E_coh": 0.6623584628105164, "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": [ [ [ -87.81, 43.46 ], [ -87.76, 43.46 ], [ -87.74, 43.43 ], [ -87.74, 43.42 ], [ -87.78, 43.37 ], [ -87.82, 43.39 ], [ -87.83, 43.45 ], [ -87.81, 43.46 ] ] ] }, "raw_probability": 0.1055, "confidence_lo": 0.001, "confidence_hi": 0.0011, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "21c947ffcf70095993f73f63a2d21cd550babc4664b21c8c2b89704fed5fd5bb", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.1055, "probability": 0.001111, "confidence_lo": 0.001017, "confidence_hi": 0.001111, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c9746ade75e1fac59a45ccd284a53c5c922f81fe239803642e6fb0584432fd9b", "signature": { "alg": "ed25519", "sig": "f324ec0ebb537f9778be95bc7b8afe7aa3f52d591ae9836469ca25a5cae66eaa4c0128689ccad43a66c490f7c400b957d504be8b4f85a141926d55aee53cb701" } }, "receipt_sha256": "c9746ade75e1fac59a45ccd284a53c5c922f81fe239803642e6fb0584432fd9b" }, { "storm_id": "528738", "lat": 38.8878, "lon": -80.72, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0011, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3090.0, "ebshear": 30.0, "srh01": 60.0, "maxllaz": 0.004, "mesh": 0.49, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 60.0 }, { "name": "hrrr_pwat", "value": 46.6115 }, { "name": "alignment", "value": 0.2845 }, { "name": "tau", "value": 2.0197 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1043 }, "coherence_score": 2.019742012023926, "coherence_diagnostics": { "tau": 2.019742012023926, "grad_tau": 0.20853683352470398, "torsion": 0.0, "alignment": 0.28449100255966187, "S_field": 0.9748491644859314, "Gamma_field": 0.3777311444282532, "S_over_Gamma": 2.5808017253875732, "Da": 22.5034236907959, "E_coh": 0.895758867263794, "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": [ [ [ -80.73, 38.99 ], [ -80.7, 38.97 ], [ -80.66, 38.97 ], [ -80.64, 38.95 ], [ -80.64, 38.94 ], [ -80.65, 38.93 ], [ -80.65, 38.89 ], [ -80.69, 38.89 ], [ -80.7, 38.88 ], [ -80.7, 38.84 ], [ -80.69, 38.83 ], [ -80.7, 38.82 ], [ -80.7, 38.8 ], [ -80.72, 38.78 ], [ -80.77, 38.78 ], [ -80.81, 38.83 ], [ -80.81, 38.85 ], [ -80.8, 38.86 ], [ -80.81, 38.88 ], [ -80.8, 38.89 ], [ -80.76, 38.89 ], [ -80.75, 38.88 ], [ -80.71, 38.88 ], [ -80.7, 38.89 ], [ -80.7, 38.92 ], [ -80.72, 38.95 ], [ -80.73, 38.99 ] ] ] }, "raw_probability": 0.1043, "confidence_lo": 0.001, "confidence_hi": 0.0011, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "02673136a2a60a2885dc81cd4e8121d869c152f06e16f048256bde7210f7a0bb", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.1043, "probability": 0.001111, "confidence_lo": 0.001017, "confidence_hi": 0.001111, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "083e5e8a913bc9ed499fb5cac54a096ff2b74de118d857653204219857538fd0", "signature": { "alg": "ed25519", "sig": "66eab733ec80d338eac1e2c4b95b9c71218b61aa92663a8c33f15d543f9932f86fdb66e41ab0e67f36a044bd42a562be63a4fa48e179fb48f80df8389011a80a" } }, "receipt_sha256": "083e5e8a913bc9ed499fb5cac54a096ff2b74de118d857653204219857538fd0" }, { "storm_id": "529031", "lat": 45.3733, "lon": -118.408, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0011, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 17.0, "ebshear": 1.0, "srh01": 0.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 24.6115 }, { "name": "alignment", "value": 3.49 }, { "name": "tau", "value": 1.2313 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1041 }, "coherence_score": 1.2313367128372192, "coherence_diagnostics": { "tau": 1.2313367128372192, "grad_tau": 0.17086844146251678, "torsion": 0.0, "alignment": 3.49001407623291, "S_field": 0.5280524492263794, "Gamma_field": 0.16023112833499908, "S_over_Gamma": 3.295567274093628, "Da": 10.3187894821167, "E_coh": 0.5629473328590393, "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": [ [ [ -118.42, 45.46 ], [ -118.41, 45.44 ], [ -118.39, 45.43 ], [ -118.39, 45.39 ], [ -118.38, 45.38 ], [ -118.38, 45.32 ], [ -118.37, 45.31 ], [ -118.38, 45.28 ], [ -118.4, 45.27 ], [ -118.44, 45.29 ], [ -118.44, 45.36 ], [ -118.43, 45.37 ], [ -118.43, 45.41 ], [ -118.44, 45.43 ], [ -118.42, 45.46 ] ] ] }, "raw_probability": 0.1041, "confidence_lo": 0.001, "confidence_hi": 0.0011, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "82de2c5318e8d19ac26e6379cc965f9c1dddc38069b22cd013ca362eb51b5623", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.1041, "probability": 0.001111, "confidence_lo": 0.001017, "confidence_hi": 0.001111, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "aea260291b1618022c5a56b4c23b30239a014923dbf93090180d0557fdf66774", "signature": { "alg": "ed25519", "sig": "6f879a0a969b572362d37ae6cd4b647eae52725525cfbc010923972e741ae37cdb36d2a01a605cd2f463b393766e65d104eed2672b0eb0cc0883c8268e1b350e" } }, "receipt_sha256": "aea260291b1618022c5a56b4c23b30239a014923dbf93090180d0557fdf66774" }, { "storm_id": "529081", "lat": 31.1234, "lon": -105.6745, "motion_east": 0.0, "motion_south": -3.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0011, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1001.0, "ebshear": 18.0, "srh01": 34.0, "maxllaz": 0.005, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 34.0 }, { "name": "hrrr_pwat", "value": 38.7365 }, { "name": "alignment", "value": 3.9512 }, { "name": "tau", "value": 0.9317 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0997 }, "coherence_score": 0.9316949844360352, "coherence_diagnostics": { "tau": 0.9316949844360352, "grad_tau": 0.20844031870365143, "torsion": 0.0, "alignment": 3.9511654376983643, "S_field": 0.5831150412559509, "Gamma_field": 0.641064465045929, "S_over_Gamma": 0.9096043705940247, "Da": 38.067169189453125, "E_coh": 0.918318510055542, "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": [ [ [ -105.7, 31.28 ], [ -105.69, 31.27 ], [ -105.66, 31.27 ], [ -105.65, 31.26 ], [ -105.63, 31.26 ], [ -105.59, 31.24 ], [ -105.56, 31.21 ], [ -105.56, 31.15 ], [ -105.57, 31.13 ], [ -105.62, 31.09 ], [ -105.62, 31.06 ], [ -105.64, 31.04 ], [ -105.64, 31.02 ], [ -105.67, 30.98 ], [ -105.67, 30.95 ], [ -105.72, 30.94 ], [ -105.71, 30.95 ], [ -105.71, 30.97 ], [ -105.73, 30.99 ], [ -105.75, 31.03 ], [ -105.75, 31.06 ], [ -105.74, 31.07 ], [ -105.74, 31.1 ], [ -105.68, 31.15 ], [ -105.68, 31.17 ], [ -105.7, 31.19 ], [ -105.74, 31.21 ], [ -105.74, 31.26 ], [ -105.7, 31.28 ] ] ] }, "raw_probability": 0.0997, "confidence_lo": 0.001, "confidence_hi": 0.0011, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "dfd183b0d6bdf09607fe6cb4791b239511a3858ce7012bd3fb11c0a61054ad81", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.0997, "probability": 0.001082, "confidence_lo": 0.001017, "confidence_hi": 0.001082, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9c3fe02074271c6de7d9ee38a62051000e75814b1f583ffc0edd29066a5fe7b5", "signature": { "alg": "ed25519", "sig": "2784fc8f9c8d35569e28c412a6ec2ae4f9f6d720841075c265a1318ef2867a0f8ae36f10bbcd63d0fa28e79f555b7cd46f5086d76396fbfbb7936cbb13a95c07" } }, "receipt_sha256": "9c3fe02074271c6de7d9ee38a62051000e75814b1f583ffc0edd29066a5fe7b5" }, { "storm_id": "529091", "lat": 45.5828, "lon": -118.3494, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0011, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 77.0, "ebshear": 5.0, "srh01": 3.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 3.0 }, { "name": "hrrr_pwat", "value": 24.6115 }, { "name": "alignment", "value": 3.49 }, { "name": "tau", "value": 1.2313 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0976 }, "coherence_score": 1.2313367128372192, "coherence_diagnostics": { "tau": 1.2313367128372192, "grad_tau": 0.17086844146251678, "torsion": 0.0, "alignment": 3.49001407623291, "S_field": 0.5280524492263794, "Gamma_field": 0.16023112833499908, "S_over_Gamma": 3.295567274093628, "Da": 10.3187894821167, "E_coh": 0.5629473328590393, "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": [ [ [ -118.36, 45.68 ], [ -118.33, 45.68 ], [ -118.32, 45.67 ], [ -118.33, 45.61 ], [ -118.29, 45.58 ], [ -118.29, 45.56 ], [ -118.28, 45.55 ], [ -118.28, 45.5 ], [ -118.31, 45.48 ], [ -118.33, 45.48 ], [ -118.36, 45.52 ], [ -118.39, 45.52 ], [ -118.39, 45.56 ], [ -118.42, 45.58 ], [ -118.41, 45.59 ], [ -118.42, 45.6 ], [ -118.42, 45.65 ], [ -118.36, 45.68 ] ] ] }, "raw_probability": 0.0976, "confidence_lo": 0.001, "confidence_hi": 0.0011, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "bf518d653f6a6f00406134df81f19fe2f587af9831b4e3390c23c19eb3c55ca5", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.0976, "probability": 0.001074, "confidence_lo": 0.001017, "confidence_hi": 0.001074, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8aa560a66b3df8cbbbb0aadd2ee6b724e9c01467405b8b475e97f8d92bb1074f", "signature": { "alg": "ed25519", "sig": "5c9b09bd923e80a0e7bb12863ad31caafedb7474bced7f7724c32f31105f7b81e0e67b301bf601180ef92141124f8707beaf6ac1d592fa8a910116f949b5d50a" } }, "receipt_sha256": "8aa560a66b3df8cbbbb0aadd2ee6b724e9c01467405b8b475e97f8d92bb1074f" }, { "storm_id": "529013", "lat": 49.8744, "lon": -66.8822, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0011, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 0.0, "ebshear": 0.0, "srh01": 0.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 35.1115 }, { "name": "alignment", "value": -7.5503 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0945 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.22577980160713196, "torsion": 0.0, "alignment": -7.550252914428711, "S_field": 0.16428738832473755, "Gamma_field": 0.16023112833499908, "S_over_Gamma": 1.0253150463104248, "Da": 10.702346801757812, "E_coh": 0.42505747079849243, "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": [ [ [ -66.89, 49.9 ], [ -66.82, 49.9 ], [ -66.82, 49.84 ], [ -66.87, 49.83 ], [ -66.91, 49.86 ], [ -66.92, 49.86 ], [ -66.92, 49.89 ], [ -66.9, 49.89 ], [ -66.89, 49.9 ] ] ] }, "raw_probability": 0.0945, "confidence_lo": 0.001, "confidence_hi": 0.0011, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "b5f5736688ffc74178c78d82331538d6cfaf24dbe8fea82d65714102d9cf2f43", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.0945, "probability": 0.001074, "confidence_lo": 0.001017, "confidence_hi": 0.001074, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8ce0797286a9899efc5ce1fb449977cbedc296875efb87016657680b16b31efb", "signature": { "alg": "ed25519", "sig": "fe7e6a651eebf1a4baef77c6203d0835b15d895a311dd50f3544af40ee95c9df51e506a30c0a3d934f35f84e3afbfec038498aeefcb4070153415270736ed904" } }, "receipt_sha256": "8ce0797286a9899efc5ce1fb449977cbedc296875efb87016657680b16b31efb" }, { "storm_id": "528152", "lat": 31.1075, "lon": -106.0125, "motion_east": 0.4, "motion_south": -3.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0011, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 669.0, "ebshear": 19.0, "srh01": 80.0, "maxllaz": 0.001, "mesh": 0.09, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 80.0 }, { "name": "hrrr_pwat", "value": 38.7365 }, { "name": "alignment", "value": 3.9512 }, { "name": "tau", "value": 0.9317 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0898 }, "coherence_score": 0.9316949844360352, "coherence_diagnostics": { "tau": 0.9316949844360352, "grad_tau": 0.20844031870365143, "torsion": 0.0, "alignment": 3.9511654376983643, "S_field": 0.5831150412559509, "Gamma_field": 0.641064465045929, "S_over_Gamma": 0.9096043705940247, "Da": 38.067169189453125, "E_coh": 0.918318510055542, "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": [ [ [ -106.03, 31.13 ], [ -106.0, 31.13 ], [ -105.98, 31.12 ], [ -105.98, 31.08 ], [ -106.0, 31.07 ], [ -106.04, 31.08 ], [ -106.04, 31.12 ], [ -106.03, 31.13 ] ] ] }, "raw_probability": 0.0898, "confidence_lo": 0.001, "confidence_hi": 0.0011, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "ed53c6bd969645faef2b574c7ada422358db95563e2e02ee620eda2844c10916", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.0898, "probability": 0.001052, "confidence_lo": 0.000979, "confidence_hi": 0.001052, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "01db5186578f32e2f01c3020609087b322c6eb3168f029b72d7f6df1171fdb1e", "signature": { "alg": "ed25519", "sig": "12e073d955bb99b5cceb38f89ca3f9dc5dd97e265f2773277c81bfb0ee8a5ed994a2f6b2cd7a89b22f1c5e7756f29cbb4584e129e4936f93aac5d844d2ae6d0a" } }, "receipt_sha256": "01db5186578f32e2f01c3020609087b322c6eb3168f029b72d7f6df1171fdb1e" }, { "storm_id": "528120", "lat": 31.164, "lon": -107.446, "motion_east": 1.4, "motion_south": -2.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0011, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1892.0, "ebshear": 25.0, "srh01": 48.0, "maxllaz": 0.003, "mesh": 0.15, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 48.0 }, { "name": "hrrr_pwat", "value": 42.1115 }, { "name": "alignment", "value": -2.6716 }, { "name": "tau", "value": 1.1907 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0891 }, "coherence_score": 1.1907098293304443, "coherence_diagnostics": { "tau": 1.1907098293304443, "grad_tau": 0.16100062429904938, "torsion": 0.0, "alignment": -2.6715521812438965, "S_field": 0.3942111134529114, "Gamma_field": 0.4318978190422058, "S_over_Gamma": 0.9127416014671326, "Da": 25.063480377197266, "E_coh": 0.9087342619895935, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 5, "geometry": { "type": "Polygon", "coordinates": [ [ [ -107.42, 31.21 ], [ -107.42, 31.15 ], [ -107.41, 31.13 ], [ -107.43, 31.11 ], [ -107.47, 31.11 ], [ -107.49, 31.13 ], [ -107.49, 31.19 ], [ -107.48, 31.2 ], [ -107.43, 31.2 ], [ -107.42, 31.21 ] ] ] }, "raw_probability": 0.0891, "confidence_lo": 0.001, "confidence_hi": 0.0011, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "8d9ea1f0a1345ac75d19b5f4bce72aa163f1f2703ebefb01189bfba4e3c99bb1", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.0891, "probability": 0.001052, "confidence_lo": 0.000979, "confidence_hi": 0.001052, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2ac66abc1f67ea0808a08fe5dd7cfb85df3a7fc67ea0df05046f1eb8694a6b80", "signature": { "alg": "ed25519", "sig": "af19d109b407f81588932676b8cb78c8b59175b186798efbada24903ae092c2e9ad09b78ce0a1a8883a719fa2261b72ef8445147a27f062e801ed12a01e80a0c" } }, "receipt_sha256": "2ac66abc1f67ea0808a08fe5dd7cfb85df3a7fc67ea0df05046f1eb8694a6b80" }, { "storm_id": "528626", "lat": 50.0764, "lon": -66.3264, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0011, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 0.0, "ebshear": 0.0, "srh01": 0.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 35.4865 }, { "name": "alignment", "value": 0.0 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0871 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.0, "torsion": 0.0, "alignment": 0.0, "S_field": 0.24416695535182953, "Gamma_field": 0.15439778566360474, "S_over_Gamma": 1.581414818763733, "Da": 10.33185863494873, "E_coh": 0.2593165636062622, "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": [ [ [ -66.4, 50.15 ], [ -66.3, 50.15 ], [ -66.29, 50.14 ], [ -66.27, 50.14 ], [ -66.21, 50.09 ], [ -66.14, 50.07 ], [ -66.12, 50.04 ], [ -66.12, 50.02 ], [ -66.14, 50.0 ], [ -66.16, 50.0 ], [ -66.17, 50.01 ], [ -66.21, 50.01 ], [ -66.25, 50.03 ], [ -66.28, 50.06 ], [ -66.32, 50.08 ], [ -66.35, 50.08 ], [ -66.36, 50.09 ], [ -66.39, 50.09 ], [ -66.41, 50.08 ], [ -66.45, 50.04 ], [ -66.47, 50.03 ], [ -66.51, 50.03 ], [ -66.53, 50.05 ], [ -66.52, 50.1 ], [ -66.49, 50.13 ], [ -66.47, 50.14 ], [ -66.41, 50.14 ], [ -66.4, 50.15 ] ] ] }, "raw_probability": 0.0871, "confidence_lo": 0.001, "confidence_hi": 0.0011, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "424ee1b2ae2a21264aeeca3275699dfb195c54cdf89e815ad8b2551de167547f", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.0871, "probability": 0.001052, "confidence_lo": 0.000979, "confidence_hi": 0.001052, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9140d95ce5439b5b3780a3ab49d82ec73aaae6c62badc2762b1fab5c5c5b3a1d", "signature": { "alg": "ed25519", "sig": "90d793ef00a122ad296e6799245d358f8d9b3b7d74685dae8d5fb1484d8445975b05fd9df954b3b960cb778c06dd2d4d3ec7d27a819282b6fa1c8b619cb13d07" } }, "receipt_sha256": "9140d95ce5439b5b3780a3ab49d82ec73aaae6c62badc2762b1fab5c5c5b3a1d" }, { "storm_id": "528124", "lat": 50.8464, "lon": -104.8682, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.001, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 811.0, "ebshear": 25.0, "srh01": 66.0, "maxllaz": 0.002, "mesh": 0.12, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 66.0 }, { "name": "hrrr_pwat", "value": 21.4865 }, { "name": "alignment", "value": -0.2378 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0828 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.16929891705513, "torsion": 0.0, "alignment": -0.23775291442871094, "S_field": 0.2388092428445816, "Gamma_field": 0.41356444358825684, "S_over_Gamma": 0.5774414539337158, "Da": 22.82851219177246, "E_coh": 0.8542024493217468, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 5, "geometry": { "type": "Polygon", "coordinates": [ [ [ -104.89, 50.89 ], [ -104.87, 50.89 ], [ -104.81, 50.86 ], [ -104.83, 50.82 ], [ -104.83, 50.8 ], [ -104.86, 50.8 ], [ -104.88, 50.79 ], [ -104.89, 50.83 ], [ -104.91, 50.86 ], [ -104.89, 50.88 ], [ -104.89, 50.89 ] ] ] }, "raw_probability": 0.0828, "confidence_lo": 0.0007, "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": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "3eabe6b6edf41b8dc668d80fbf771a8808a5b0bd26d987946cb9b246e42f84c9", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.0828, "probability": 0.001033, "confidence_lo": 0.000749, "confidence_hi": 0.001034, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a4e8801f458ae116def0de8827044e473f953e4d59248607af54d2d85a2c02d2", "signature": { "alg": "ed25519", "sig": "d7128a0e215ee868e7383a1702e8d53449f00de134e7b4b1e4b225793046d34f00f1ad9a86308187264ddbd5bb0b93aef9f6d83b4b0c3a6ec00f703fe443f305" } }, "receipt_sha256": "a4e8801f458ae116def0de8827044e473f953e4d59248607af54d2d85a2c02d2" }, { "storm_id": "529133", "lat": 29.8707, "lon": -110.47, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.001, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1136.0, "ebshear": 8.0, "srh01": 12.0, "maxllaz": 0.001, "mesh": 0.45, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 12.0 }, { "name": "hrrr_pwat", "value": 51.1115 }, { "name": "alignment", "value": 2.7005 }, { "name": "tau", "value": 1.4875 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0827 }, "coherence_score": 1.4874904155731201, "coherence_diagnostics": { "tau": 1.4874904155731201, "grad_tau": 0.17663441598415375, "torsion": 0.0, "alignment": 2.700507164001465, "S_field": 1.086358904838562, "Gamma_field": 0.5327311158180237, "S_over_Gamma": 2.0392255783081055, "Da": 33.135986328125, "E_coh": 0.865914523601532, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -110.49, 29.91 ], [ -110.48, 29.91 ], [ -110.48, 29.89 ], [ -110.47, 29.88 ], [ -110.43, 29.87 ], [ -110.43, 29.85 ], [ -110.41, 29.84 ], [ -110.43, 29.83 ], [ -110.44, 29.84 ], [ -110.52, 29.84 ], [ -110.51, 29.85 ], [ -110.51, 29.88 ], [ -110.49, 29.89 ], [ -110.49, 29.91 ] ] ] }, "raw_probability": 0.0827, "confidence_lo": 0.0007, "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": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "3d42f53ec84a78565ab38daf13d3e2e40ac5f4b6aa0932b6dbb0e31cb7041dd3", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.0827, "probability": 0.001033, "confidence_lo": 0.000749, "confidence_hi": 0.001034, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8c1467a2a274bad7c5a440b353364fe0f9ecfeb92206629be2915d9937def9fa", "signature": { "alg": "ed25519", "sig": "33e8850cf8993293a27f036d7945e54c300c1205fbe584b803e786bec118f637b89bb573265329f5cea8afc2f4253b8f71a05322e4df317947e6edc79bba4407" } }, "receipt_sha256": "8c1467a2a274bad7c5a440b353364fe0f9ecfeb92206629be2915d9937def9fa" }, { "storm_id": "526447", "lat": 49.3505, "lon": -103.2675, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.001, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 926.0, "ebshear": 44.0, "srh01": 113.0, "maxllaz": 0.002, "mesh": 0.54, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 113.0 }, { "name": "hrrr_pwat", "value": 19.8615 }, { "name": "alignment", "value": -1.4253 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0823 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.1628131866455078, "torsion": 0.0, "alignment": -1.425252914428711, "S_field": 0.08083277195692062, "Gamma_field": 0.43273115158081055, "S_over_Gamma": 0.18679675459861755, "Da": 25.48446273803711, "E_coh": 0.09953466057777405, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 6, "geometry": { "type": "Polygon", "coordinates": [ [ [ -103.26, 49.47 ], [ -103.23, 49.47 ], [ -103.2, 49.45 ], [ -103.2, 49.4 ], [ -103.24, 49.37 ], [ -103.2, 49.33 ], [ -103.19, 49.3 ], [ -103.21, 49.26 ], [ -103.23, 49.24 ], [ -103.25, 49.23 ], [ -103.33, 49.23 ], [ -103.36, 49.25 ], [ -103.36, 49.3 ], [ -103.34, 49.32 ], [ -103.34, 49.33 ], [ -103.32, 49.34 ], [ -103.27, 49.39 ], [ -103.28, 49.4 ], [ -103.28, 49.46 ], [ -103.26, 49.47 ] ] ] }, "raw_probability": 0.0823, "confidence_lo": 0.0007, "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": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "1f5d571030fc284d3e15b144b506bebde63485afc2603ea650aca015902274de", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.0823, "probability": 0.001008, "confidence_lo": 0.000749, "confidence_hi": 0.001008, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "de559888b1112c5a1ed91438323794e8ba182b69833f2a7d730b91fecfb6010a", "signature": { "alg": "ed25519", "sig": "60c3de638b7cf53b5fac0eff5e72e7ec44248f71dbd9e6df8704e300732bcd8028fb4f733dfbfdb6375a7ec66d69bf01494eea3f5c083e2d71daba7457192109" } }, "receipt_sha256": "de559888b1112c5a1ed91438323794e8ba182b69833f2a7d730b91fecfb6010a" }, { "storm_id": "528799", "lat": 48.4418, "lon": -91.1364, "motion_east": 8.4, "motion_south": -2.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 172.0, "ebshear": 18.0, "srh01": 42.0, "maxllaz": 0.001, "mesh": 0.25, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 42.0 }, { "name": "hrrr_pwat", "value": 22.7365 }, { "name": "alignment", "value": -2.09 }, { "name": "tau", "value": 0.2571 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0811 }, "coherence_score": 0.25712212920188904, "coherence_diagnostics": { "tau": 0.25712212920188904, "grad_tau": 0.23083193600177765, "torsion": 0.0, "alignment": -2.0899710655212402, "S_field": 0.11953600496053696, "Gamma_field": 0.25189781188964844, "S_over_Gamma": 0.47454166412353516, "Da": 15.870877265930176, "E_coh": 0.11608841270208359, "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": [ [ [ -91.24, 48.52 ], [ -91.18, 48.52 ], [ -91.17, 48.51 ], [ -91.09, 48.51 ], [ -91.08, 48.5 ], [ -91.07, 48.51 ], [ -91.06, 48.5 ], [ -91.06, 48.45 ], [ -91.05, 48.43 ], [ -91.07, 48.4 ], [ -91.07, 48.37 ], [ -91.09, 48.34 ], [ -91.13, 48.34 ], [ -91.14, 48.35 ], [ -91.14, 48.36 ], [ -91.12, 48.38 ], [ -91.12, 48.4 ], [ -91.14, 48.42 ], [ -91.22, 48.43 ], [ -91.26, 48.46 ], [ -91.26, 48.5 ], [ -91.24, 48.52 ] ] ] }, "raw_probability": 0.0811, "confidence_lo": 0.0007, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "f347218cd885ffe2d8fd61e6eee2b43f9c75806e7b0a882911535ee3755d99dd", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.0811, "probability": 0.000873, "confidence_lo": 0.000749, "confidence_hi": 0.000873, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7b55838350932815870d302cf5bfef314debac3cfff8c7d9e962bd6e82bcf50d", "signature": { "alg": "ed25519", "sig": "6411dd90c4a50222481d3ee9a5963a772a7b3dda9a76d2ce9031c833d6c473fe9b6b42c5af06595d1fe5160b0c4c21a447ee6826e87b5e7b4108a388767cd60d" } }, "receipt_sha256": "7b55838350932815870d302cf5bfef314debac3cfff8c7d9e962bd6e82bcf50d" }, { "storm_id": "528951", "lat": 32.805, "lon": -111.212, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2017.0, "ebshear": 19.0, "srh01": 42.0, "maxllaz": 0.002, "mesh": 0.1, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 42.0 }, { "name": "hrrr_pwat", "value": 34.2365 }, { "name": "alignment", "value": -1.5362 }, { "name": "tau", "value": 0.8358 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.081 }, "coherence_score": 0.8357839584350586, "coherence_diagnostics": { "tau": 0.8357839584350586, "grad_tau": 0.20545154809951782, "torsion": 0.0, "alignment": -1.5361897945404053, "S_field": 0.4624328315258026, "Gamma_field": 0.5860644578933716, "S_over_Gamma": 0.7890477180480957, "Da": 38.53252410888672, "E_coh": 0.9088056683540344, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -111.2, 32.86 ], [ -111.16, 32.86 ], [ -111.14, 32.84 ], [ -111.15, 32.8 ], [ -111.17, 32.78 ], [ -111.24, 32.74 ], [ -111.28, 32.74 ], [ -111.29, 32.76 ], [ -111.29, 32.81 ], [ -111.2, 32.86 ] ] ] }, "raw_probability": 0.081, "confidence_lo": 0.0007, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "4960488e3c0e2d89e94bf871a0826f1b7344b4d760d52c303af87aa16aec3c2a", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.081, "probability": 0.000873, "confidence_lo": 0.000749, "confidence_hi": 0.000873, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "959063b29c0112a9243d9938cb168db48fcc7ee2cff0046a7cf839ba750e3e10", "signature": { "alg": "ed25519", "sig": "71dd97378386888f0996be14ba6d884b915b53d300290c8d2d60f9a33546a550b9ffeca9909d8920dc875da21f3adbba035b93baceec789c178dda76adbb6207" } }, "receipt_sha256": "959063b29c0112a9243d9938cb168db48fcc7ee2cff0046a7cf839ba750e3e10" }, { "storm_id": "529025", "lat": 26.9611, "lon": -80.0933, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2713.0, "ebshear": 19.0, "srh01": 52.0, "maxllaz": 0.001, "mesh": 0.09, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 52.0 }, { "name": "hrrr_pwat", "value": 52.8615 }, { "name": "alignment", "value": 0.4516 }, { "name": "tau", "value": 2.4961 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.081 }, "coherence_score": 2.49607253074646, "coherence_diagnostics": { "tau": 2.49607253074646, "grad_tau": 0.6400989890098572, "torsion": 0.0, "alignment": 0.4516325294971466, "S_field": 1.0697171688079834, "Gamma_field": 0.21023111045360565, "S_over_Gamma": 5.088291645050049, "Da": 12.935401916503906, "E_coh": 0.975938081741333, "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": [ [ [ -80.11, 26.98 ], [ -80.07, 26.98 ], [ -80.05, 26.97 ], [ -80.04, 26.95 ], [ -80.05, 26.94 ], [ -80.14, 26.94 ], [ -80.13, 26.95 ], [ -80.14, 26.96 ], [ -80.11, 26.98 ] ] ] }, "raw_probability": 0.081, "confidence_lo": 0.0007, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "4960488e3c0e2d89e94bf871a0826f1b7344b4d760d52c303af87aa16aec3c2a", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.081, "probability": 0.000873, "confidence_lo": 0.000749, "confidence_hi": 0.000873, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "959063b29c0112a9243d9938cb168db48fcc7ee2cff0046a7cf839ba750e3e10", "signature": { "alg": "ed25519", "sig": "71dd97378386888f0996be14ba6d884b915b53d300290c8d2d60f9a33546a550b9ffeca9909d8920dc875da21f3adbba035b93baceec789c178dda76adbb6207" } }, "receipt_sha256": "959063b29c0112a9243d9938cb168db48fcc7ee2cff0046a7cf839ba750e3e10" }, { "storm_id": "529050", "lat": 32.47, "lon": -111.5775, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2655.0, "ebshear": 18.0, "srh01": 46.0, "maxllaz": 0.001, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 46.0 }, { "name": "hrrr_pwat", "value": 34.2365 }, { "name": "alignment", "value": -1.5362 }, { "name": "tau", "value": 0.8358 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0788 }, "coherence_score": 0.8357839584350586, "coherence_diagnostics": { "tau": 0.8357839584350586, "grad_tau": 0.20545154809951782, "torsion": 0.0, "alignment": -1.5361897945404053, "S_field": 0.4624328315258026, "Gamma_field": 0.5860644578933716, "S_over_Gamma": 0.7890477180480957, "Da": 38.53252410888672, "E_coh": 0.9088056683540344, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -111.6, 32.51 ], [ -111.56, 32.51 ], [ -111.56, 32.47 ], [ -111.53, 32.44 ], [ -111.54, 32.43 ], [ -111.58, 32.43 ], [ -111.59, 32.44 ], [ -111.58, 32.45 ], [ -111.58, 32.47 ], [ -111.6, 32.49 ], [ -111.61, 32.49 ], [ -111.6, 32.51 ] ] ] }, "raw_probability": 0.0788, "confidence_lo": 0.0007, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "be82900530b0f5d16fbdd2f07c25eee2067db6d2206ee63c4002b2f631b44989", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.0788, "probability": 0.000873, "confidence_lo": 0.000749, "confidence_hi": 0.000873, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "88542197d7a2a670dab910d0b18066bf57faad779e74ef6223732a69304dbc2f", "signature": { "alg": "ed25519", "sig": "7a8a05a87a6c1d85ef78c4b0f0763032359727f6e2bd738e8c0da726502148553b11dae2c9cb443e0fd07796f203693abc0e26af19a5505fa8b8a224bde1bf0c" } }, "receipt_sha256": "88542197d7a2a670dab910d0b18066bf57faad779e74ef6223732a69304dbc2f" }, { "storm_id": "528878", "lat": 30.8191, "lon": -107.7655, "motion_east": 0.4, "motion_south": -2.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1611.0, "ebshear": 18.0, "srh01": 73.0, "maxllaz": 0.001, "mesh": 0.26, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 73.0 }, { "name": "hrrr_pwat", "value": 42.1115 }, { "name": "alignment", "value": -2.6716 }, { "name": "tau", "value": 1.1907 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0784 }, "coherence_score": 1.1907098293304443, "coherence_diagnostics": { "tau": 1.1907098293304443, "grad_tau": 0.16100062429904938, "torsion": 0.0, "alignment": -2.6715521812438965, "S_field": 0.3942111134529114, "Gamma_field": 0.4318978190422058, "S_over_Gamma": 0.9127416014671326, "Da": 25.063480377197266, "E_coh": 0.9087342619895935, "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": [ [ [ -107.75, 30.99 ], [ -107.7, 30.99 ], [ -107.67, 30.96 ], [ -107.68, 30.84 ], [ -107.7, 30.82 ], [ -107.7, 30.81 ], [ -107.76, 30.76 ], [ -107.75, 30.74 ], [ -107.75, 30.68 ], [ -107.76, 30.67 ], [ -107.82, 30.67 ], [ -107.82, 30.69 ], [ -107.83, 30.7 ], [ -107.83, 30.74 ], [ -107.8, 30.78 ], [ -107.8, 30.81 ], [ -107.81, 30.83 ], [ -107.8, 30.84 ], [ -107.8, 30.87 ], [ -107.78, 30.9 ], [ -107.78, 30.94 ], [ -107.75, 30.99 ] ] ] }, "raw_probability": 0.0784, "confidence_lo": 0.0007, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "a46b25ba4496edd244399baaa4f183d95b948e790544d6f9376f5e56e7ffc42f", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.0784, "probability": 0.000873, "confidence_lo": 0.000749, "confidence_hi": 0.000873, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b65aa94b2e4de4a040d9cd32a5861dff636df12a6ee46c038ac76627add98b14", "signature": { "alg": "ed25519", "sig": "9e85b917bf6c4a004ed7f11b1eb4b71672ed380e466706b7374deaf285b5a20e477b9b9b6330349c7d2d9cdbe6db9f3742dc9249697647203c60c800628a0105" } }, "receipt_sha256": "b65aa94b2e4de4a040d9cd32a5861dff636df12a6ee46c038ac76627add98b14" }, { "storm_id": "528762", "lat": 30.3977, "lon": -86.6423, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2550.0, "ebshear": 17.0, "srh01": 57.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 57.0 }, { "name": "hrrr_pwat", "value": 50.8615 }, { "name": "alignment", "value": 2.0213 }, { "name": "tau", "value": 2.4679 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0741 }, "coherence_score": 2.4679160118103027, "coherence_diagnostics": { "tau": 2.4679160118103027, "grad_tau": 0.21936354041099548, "torsion": 0.0, "alignment": 2.021254301071167, "S_field": 0.4120963513851166, "Gamma_field": 0.4410644471645355, "S_over_Gamma": 0.9343222975730896, "Da": 26.552377700805664, "E_coh": 0.8785322308540344, "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": [ [ [ -86.62, 30.46 ], [ -86.6, 30.46 ], [ -86.58, 30.44 ], [ -86.58, 30.41 ], [ -86.62, 30.37 ], [ -86.63, 30.37 ], [ -86.66, 30.33 ], [ -86.7, 30.33 ], [ -86.71, 30.34 ], [ -86.71, 30.36 ], [ -86.67, 30.4 ], [ -86.65, 30.44 ], [ -86.62, 30.46 ] ] ] }, "raw_probability": 0.0741, "confidence_lo": 0.0007, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "a0153520199618a5505ec760f8c5b63cd5f2461d68b6152ccc5eeceb1492cc63", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.0741, "probability": 0.000832, "confidence_lo": 0.00072, "confidence_hi": 0.000832, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "188acbd6b1e06ff17d9bc825ccbc6dde9833d26040620b34f0ed0ddbc7f35748", "signature": { "alg": "ed25519", "sig": "e8726d13381626296b83c9c6e8131f3e884042172b9a40886647977986bbf341f5bc3a60d16e850ed61d00797aeaa92e5ae1b189b461264bf844ada245105307" } }, "receipt_sha256": "188acbd6b1e06ff17d9bc825ccbc6dde9833d26040620b34f0ed0ddbc7f35748" }, { "storm_id": "528999", "lat": 25.827, "lon": -79.162, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3259.0, "ebshear": 7.0, "srh01": 24.0, "maxllaz": 0.0, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 24.0 }, { "name": "hrrr_pwat", "value": 50.4865 }, { "name": "alignment", "value": 0.81 }, { "name": "tau", "value": 1.567 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0685 }, "coherence_score": 1.5670374631881714, "coherence_diagnostics": { "tau": 1.5670374631881714, "grad_tau": 1.1994837522506714, "torsion": 0.0, "alignment": 0.8100007772445679, "S_field": 1.1287882328033447, "Gamma_field": 0.22273112833499908, "S_over_Gamma": 5.067941188812256, "Da": 13.675044059753418, "E_coh": 0.972230851650238, "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": [ [ [ -79.21, 25.87 ], [ -79.19, 25.87 ], [ -79.18, 25.86 ], [ -79.13, 25.86 ], [ -79.12, 25.85 ], [ -79.13, 25.8 ], [ -79.11, 25.77 ], [ -79.13, 25.76 ], [ -79.21, 25.76 ], [ -79.21, 25.87 ] ] ] }, "raw_probability": 0.0685, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "d3051bcbeba635e5593768372ccbb6fd3b2f0322ad3602e9c90e6b80a7f8d481", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.0685, "probability": 0.000732, "confidence_lo": 0.00072, "confidence_hi": 0.000732, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f3204039945016fdee54cf71dfcc10f3450d4a767af252a18adfa8e28fc6f7cd", "signature": { "alg": "ed25519", "sig": "f9147a3253907e265bb72259c82daa4da09e9b1cdeee00f9a0f73dfa7a59c5e7fd4e2bcdd146522e2d0aed179fc2bba369e86e1e9db83ba95760732e6e994f0c" } }, "receipt_sha256": "f3204039945016fdee54cf71dfcc10f3450d4a767af252a18adfa8e28fc6f7cd" }, { "storm_id": "529114", "lat": 42.8233, "lon": -78.5333, "motion_east": 5.4, "motion_south": 1.2, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 781.0, "ebshear": 31.0, "srh01": 50.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 50.0 }, { "name": "hrrr_pwat", "value": 40.9865 }, { "name": "alignment", "value": 0.6747 }, { "name": "tau", "value": 0.9411 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.065 }, "coherence_score": 0.9410516619682312, "coherence_diagnostics": { "tau": 0.9410516619682312, "grad_tau": 0.12384095042943954, "torsion": 0.0, "alignment": 0.6747002601623535, "S_field": 0.1890723705291748, "Gamma_field": 0.6710644960403442, "S_over_Gamma": 0.2817499339580536, "Da": 38.41929244995117, "E_coh": 0.024253742769360542, "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": [ [ [ -78.51, 42.87 ], [ -78.49, 42.86 ], [ -78.48, 42.83 ], [ -78.49, 42.83 ], [ -78.51, 42.81 ], [ -78.51, 42.79 ], [ -78.53, 42.78 ], [ -78.54, 42.79 ], [ -78.57, 42.78 ], [ -78.58, 42.79 ], [ -78.57, 42.8 ], [ -78.6, 42.83 ], [ -78.59, 42.86 ], [ -78.52, 42.86 ], [ -78.51, 42.87 ] ] ] }, "raw_probability": 0.065, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "e3dd12f96876c999399a65af0d946bff56203dc8540b391b062a8aae05bf06e4", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.065, "probability": 0.000732, "confidence_lo": 0.00072, "confidence_hi": 0.000732, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "79e05db505d1573ff709f1a31349a01e8f16734c90dd78601f9d616812361b38", "signature": { "alg": "ed25519", "sig": "ad2fc76c37d53134ce4cf8adbd9a1e3cf69ad2d6e9d2f054a5d5c0c17ac1e29a1719936fc4b989981eced082537140b2b185b1ec15630edd98ec3a0d87fa510a" } }, "receipt_sha256": "79e05db505d1573ff709f1a31349a01e8f16734c90dd78601f9d616812361b38" }, { "storm_id": "529024", "lat": 30.1667, "lon": -86.7653, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1993.0, "ebshear": 10.0, "srh01": 49.0, "maxllaz": 0.007, "mesh": 0.09, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 49.0 }, { "name": "hrrr_pwat", "value": 50.8615 }, { "name": "alignment", "value": 2.0213 }, { "name": "tau", "value": 2.4679 }, { "name": "maxllaz", "value": 0.007 } ], "model_scores": { "gbt_prob": 0.0644 }, "coherence_score": 2.4679160118103027, "coherence_diagnostics": { "tau": 2.4679160118103027, "grad_tau": 0.21936354041099548, "torsion": 0.0, "alignment": 2.021254301071167, "S_field": 0.4120963513851166, "Gamma_field": 0.4410644471645355, "S_over_Gamma": 0.9343222975730896, "Da": 26.552377700805664, "E_coh": 0.8785322308540344, "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": [ [ [ -86.76, 30.24 ], [ -86.69, 30.24 ], [ -86.63, 30.18 ], [ -86.63, 30.16 ], [ -86.64, 30.15 ], [ -86.67, 30.15 ], [ -86.75, 30.08 ], [ -86.79, 30.06 ], [ -86.82, 30.06 ], [ -86.89, 30.15 ], [ -86.88, 30.17 ], [ -86.88, 30.2 ], [ -86.87, 30.21 ], [ -86.82, 30.21 ], [ -86.76, 30.24 ] ] ] }, "raw_probability": 0.0644, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "ba9a407dd3cc2494460da073682790c033f389222ced60ee6548def89ac881bd", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.0644, "probability": 0.000732, "confidence_lo": 0.00072, "confidence_hi": 0.000732, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4b2dc4350b4c93d4d47e67848a12a945d21eb4c9e03370acc89ed8b1907d87ad", "signature": { "alg": "ed25519", "sig": "80d761919acf49750b9c9c43bb9182a5db92a201e3e2f645ac72ade8f733a1e2882a76cc564a65963d8819fc0cab31e8da912dff5d603802e2deb5dd506c6a0c" } }, "receipt_sha256": "4b2dc4350b4c93d4d47e67848a12a945d21eb4c9e03370acc89ed8b1907d87ad" }, { "storm_id": "529118", "lat": 30.1044, "lon": -86.4633, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2198.0, "ebshear": 13.0, "srh01": 47.0, "maxllaz": 0.005, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 47.0 }, { "name": "hrrr_pwat", "value": 50.8615 }, { "name": "alignment", "value": 2.0213 }, { "name": "tau", "value": 2.4679 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0639 }, "coherence_score": 2.4679160118103027, "coherence_diagnostics": { "tau": 2.4679160118103027, "grad_tau": 0.21936354041099548, "torsion": 0.0, "alignment": 2.021254301071167, "S_field": 0.4120963513851166, "Gamma_field": 0.4410644471645355, "S_over_Gamma": 0.9343222975730896, "Da": 26.552377700805664, "E_coh": 0.8785322308540344, "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": [ [ [ -86.48, 30.14 ], [ -86.44, 30.14 ], [ -86.42, 30.12 ], [ -86.41, 30.09 ], [ -86.45, 30.06 ], [ -86.49, 30.06 ], [ -86.5, 30.08 ], [ -86.5, 30.11 ], [ -86.48, 30.14 ] ] ] }, "raw_probability": 0.0639, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "af3c1e3b9ef7bf2fd93ba705706598f2f63836a5b226e2e975b6528bffe12d56", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.0639, "probability": 0.000732, "confidence_lo": 0.00072, "confidence_hi": 0.000732, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "dc4442d232247544d35113dab58530c9170de92724a2f46509c261f58b33dfbb", "signature": { "alg": "ed25519", "sig": "52c5d8668693a79f3f6ab4439bd0f41178bda48ae2721b32ef13061c24479cd23d6c8078a612602782216b097480b17609d6a640699efd11eff50ec71819280e" } }, "receipt_sha256": "dc4442d232247544d35113dab58530c9170de92724a2f46509c261f58b33dfbb" }, { "storm_id": "528710", "lat": 42.7818, "lon": -78.69, "motion_east": 4.7, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 960.0, "ebshear": 32.0, "srh01": 51.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 51.0 }, { "name": "hrrr_pwat", "value": 40.9865 }, { "name": "alignment", "value": 0.6747 }, { "name": "tau", "value": 0.9411 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0613 }, "coherence_score": 0.9410516619682312, "coherence_diagnostics": { "tau": 0.9410516619682312, "grad_tau": 0.12384095042943954, "torsion": 0.0, "alignment": 0.6747002601623535, "S_field": 0.1890723705291748, "Gamma_field": 0.6710644960403442, "S_over_Gamma": 0.2817499339580536, "Da": 38.41929244995117, "E_coh": 0.024253742769360542, "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": [ [ [ -78.72, 42.83 ], [ -78.67, 42.83 ], [ -78.63, 42.79 ], [ -78.63, 42.76 ], [ -78.65, 42.74 ], [ -78.69, 42.74 ], [ -78.7, 42.75 ], [ -78.72, 42.75 ], [ -78.73, 42.76 ], [ -78.73, 42.82 ], [ -78.72, 42.83 ] ] ] }, "raw_probability": 0.0613, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "3e4ce10e61ad540220d7cf3dde40f7df3223e57759e5f1ecf5c55d57373cee12", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.0613, "probability": 0.000732, "confidence_lo": 0.00072, "confidence_hi": 0.000732, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d093ab51bbd3312b99d063c6dff9ee3bb2c9ccdf7aa0ea064d0c93406ac800ad", "signature": { "alg": "ed25519", "sig": "aad9aa3f7b251aaa1a227a2b59ddc75f55e4fddb7333fb1c2bbe59e667f71b4a1efe886a00d23c76486c675adee4a33092a310d39a7b1b0199595b87e03aab06" } }, "receipt_sha256": "d093ab51bbd3312b99d063c6dff9ee3bb2c9ccdf7aa0ea064d0c93406ac800ad" }, { "storm_id": "529107", "lat": 50.507, "lon": -104.963, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 844.0, "ebshear": 27.0, "srh01": 40.0, "maxllaz": 0.0, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 40.0 }, { "name": "hrrr_pwat", "value": 21.4865 }, { "name": "alignment", "value": -0.2378 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0606 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.16929891705513, "torsion": 0.0, "alignment": -0.23775291442871094, "S_field": 0.2388092428445816, "Gamma_field": 0.41356444358825684, "S_over_Gamma": 0.5774414539337158, "Da": 22.82851219177246, "E_coh": 0.8542024493217468, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -104.96, 50.55 ], [ -104.94, 50.54 ], [ -104.94, 50.47 ], [ -104.95, 50.46 ], [ -104.98, 50.46 ], [ -104.98, 50.48 ], [ -104.97, 50.49 ], [ -104.97, 50.53 ], [ -104.98, 50.54 ], [ -104.96, 50.55 ] ] ] }, "raw_probability": 0.0606, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "8d7e0b9e32fdb03ea31bbc2dee49b3f67697a78b2c3aff5c8712d14408649beb", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.0606, "probability": 0.000732, "confidence_lo": 0.00072, "confidence_hi": 0.000732, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "870bef9c0970243a3839a0b966672b17dd1b3782f2444bce495f7f659e031d09", "signature": { "alg": "ed25519", "sig": "39240586270274b67dd6b9b15da117bfde7c6f99e6ccc32b5974d93cb91438a1f810d37830222c8fd1bb5b395eea6f049d1305e349e0050525d322cf057aca08" } }, "receipt_sha256": "870bef9c0970243a3839a0b966672b17dd1b3782f2444bce495f7f659e031d09" }, { "storm_id": "529066", "lat": 25.973, "lon": -78.163, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3806.0, "ebshear": 4.0, "srh01": 16.0, "maxllaz": 0.0, "mesh": 0.32, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 16.0 }, { "name": "hrrr_pwat", "value": 48.3615 }, { "name": "alignment", "value": 1.2521 }, { "name": "tau", "value": 1.5288 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.059 }, "coherence_score": 1.5288310050964355, "coherence_diagnostics": { "tau": 1.5288310050964355, "grad_tau": 1.2014926671981812, "torsion": 0.0, "alignment": 1.2521252632141113, "S_field": 1.0330026149749756, "Gamma_field": 0.2210644632577896, "S_over_Gamma": 4.67285680770874, "Da": 13.535776138305664, "E_coh": 0.9570079445838928, "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": [ [ [ -78.21, 26.03 ], [ -78.12, 26.03 ], [ -78.12, 25.98 ], [ -78.13, 25.97 ], [ -78.12, 25.95 ], [ -78.13, 25.94 ], [ -78.18, 25.94 ], [ -78.2, 25.92 ], [ -78.21, 25.94 ], [ -78.21, 26.03 ] ] ] }, "raw_probability": 0.059, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "998db71b2e9ee165ceb1f2c24264e47a8b60d233f222d31e1c8bacb0eb0d2942", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.059, "probability": 0.000732, "confidence_lo": 0.00072, "confidence_hi": 0.000732, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ae76026eb97079de151fddbc13e22a1b90ff9b2c53b1009f76589b3e38f33ee1", "signature": { "alg": "ed25519", "sig": "78a96fc2f330df10b956b44b8b2c1a962d5755026718742c5a5ffab7fbb9fb92de4384b0d01f58747a83209884647f340f90fe14661f82e64e3b59795cca5d0a" } }, "receipt_sha256": "ae76026eb97079de151fddbc13e22a1b90ff9b2c53b1009f76589b3e38f33ee1" }, { "storm_id": "529012", "lat": 50.4553, "lon": -104.7811, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1039.0, "ebshear": 29.0, "srh01": 44.0, "maxllaz": 0.004, "mesh": 0.51, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 44.0 }, { "name": "hrrr_pwat", "value": 21.4865 }, { "name": "alignment", "value": -0.2378 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0587 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.16929891705513, "torsion": 0.0, "alignment": -0.23775291442871094, "S_field": 0.2388092428445816, "Gamma_field": 0.41356444358825684, "S_over_Gamma": 0.5774414539337158, "Da": 22.82851219177246, "E_coh": 0.8542024493217468, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -104.73, 50.54 ], [ -104.7, 50.54 ], [ -104.68, 50.53 ], [ -104.67, 50.49 ], [ -104.74, 50.44 ], [ -104.74, 50.4 ], [ -104.76, 50.38 ], [ -104.8, 50.36 ], [ -104.9, 50.36 ], [ -104.91, 50.37 ], [ -104.9, 50.38 ], [ -104.89, 50.42 ], [ -104.84, 50.46 ], [ -104.81, 50.46 ], [ -104.8, 50.47 ], [ -104.76, 50.48 ], [ -104.74, 50.5 ], [ -104.74, 50.53 ], [ -104.73, 50.54 ] ] ] }, "raw_probability": 0.0587, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "166a4bcd79d0da80ebc31eb2a5def29933b973580e47298930f53c043f1247cd", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.0587, "probability": 0.000732, "confidence_lo": 0.00072, "confidence_hi": 0.000732, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "767bd5a26f8bffaaa691d8b816edf92c4825e9d1134e5c5478bf41ca1a800383", "signature": { "alg": "ed25519", "sig": "a7dff5a47d9ebaa3a403a395114d57207d3d8d0f9e0967ac5147f13746519f014fc6af202287ce476d6551b7cc53b19120522975e523c47e1a9350ad036d9104" } }, "receipt_sha256": "767bd5a26f8bffaaa691d8b816edf92c4825e9d1134e5c5478bf41ca1a800383" }, { "storm_id": "529106", "lat": 25.1321, "lon": -81.0121, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3866.0, "ebshear": 10.0, "srh01": 37.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 37.0 }, { "name": "hrrr_pwat", "value": 50.4865 }, { "name": "alignment", "value": -0.1372 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0575 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 1.619344711303711, "torsion": 0.0, "alignment": -0.13724708557128906, "S_field": 1.127456545829773, "Gamma_field": 0.21189777553081512, "S_over_Gamma": 5.320756912231445, "Da": 13.108824729919434, "E_coh": 0.980797529220581, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.04, 25.19 ], [ -81.02, 25.18 ], [ -81.02, 25.13 ], [ -81.0, 25.11 ], [ -80.95, 25.12 ], [ -80.95, 25.09 ], [ -80.96, 25.1 ], [ -81.02, 25.1 ], [ -81.03, 25.09 ], [ -81.04, 25.1 ], [ -81.03, 25.12 ], [ -81.03, 25.16 ], [ -81.04, 25.17 ], [ -81.04, 25.19 ] ] ] }, "raw_probability": 0.0575, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "ea30661422b2f14730ec4d751fb9543da439a5e87b851f77a649f2f48fae0be0", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.0575, "probability": 0.000732, "confidence_lo": 0.00072, "confidence_hi": 0.000732, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "fea54244f1e89a55c3384833a0ef788cd5d2a9673607079fef1e7564584a08fd", "signature": { "alg": "ed25519", "sig": "0e34868ae8ee5bd6b8f1c93962a77b1b7dd7dc650eecdcd8e2a095ab4d97406eeb3c926450ccd9247f32ba9a323f0dde6bfb958deffca20515c24d1a66146704" } }, "receipt_sha256": "fea54244f1e89a55c3384833a0ef788cd5d2a9673607079fef1e7564584a08fd" }, { "storm_id": "529131", "lat": 30.75, "lon": -108.0582, "motion_east": 0.7, "motion_south": -2.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1945.0, "ebshear": 10.0, "srh01": 41.0, "maxllaz": 0.001, "mesh": 0.23, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 41.0 }, { "name": "hrrr_pwat", "value": 42.8615 }, { "name": "alignment", "value": -1.4089 }, { "name": "tau", "value": 1.3199 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0575 }, "coherence_score": 1.319871425628662, "coherence_diagnostics": { "tau": 1.319871425628662, "grad_tau": 0.2061551809310913, "torsion": 0.0, "alignment": -1.4089003801345825, "S_field": 0.3285074532032013, "Gamma_field": 0.3777311146259308, "S_over_Gamma": 0.86968594789505, "Da": 21.798067092895508, "E_coh": 0.9790502190589905, "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": [ [ [ -108.08, 30.78 ], [ -108.05, 30.78 ], [ -108.03, 30.77 ], [ -108.03, 30.75 ], [ -108.02, 30.74 ], [ -108.03, 30.71 ], [ -108.06, 30.71 ], [ -108.08, 30.72 ], [ -108.09, 30.74 ], [ -108.09, 30.77 ], [ -108.08, 30.78 ] ] ] }, "raw_probability": 0.0575, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "ea30661422b2f14730ec4d751fb9543da439a5e87b851f77a649f2f48fae0be0", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.0575, "probability": 0.000732, "confidence_lo": 0.00072, "confidence_hi": 0.000732, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "fea54244f1e89a55c3384833a0ef788cd5d2a9673607079fef1e7564584a08fd", "signature": { "alg": "ed25519", "sig": "0e34868ae8ee5bd6b8f1c93962a77b1b7dd7dc650eecdcd8e2a095ab4d97406eeb3c926450ccd9247f32ba9a323f0dde6bfb958deffca20515c24d1a66146704" } }, "receipt_sha256": "fea54244f1e89a55c3384833a0ef788cd5d2a9673607079fef1e7564584a08fd" }, { "storm_id": "529061", "lat": 34.1022, "lon": -101.1489, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 423.0, "ebshear": 17.0, "srh01": 54.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 54.0 }, { "name": "hrrr_pwat", "value": 25.7365 }, { "name": "alignment", "value": -0.2464 }, { "name": "tau", "value": 0.2364 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.054 }, "coherence_score": 0.23641112446784973, "coherence_diagnostics": { "tau": 0.23641112446784973, "grad_tau": 0.015765061601996422, "torsion": 0.0, "alignment": -0.246351420879364, "S_field": 0.06049559265375137, "Gamma_field": 0.750231146812439, "S_over_Gamma": 0.0806359350681305, "Da": 43.29361343383789, "E_coh": 0.5789304971694946, "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": [ [ [ -101.17, 34.14 ], [ -101.12, 34.14 ], [ -101.1, 34.12 ], [ -101.1, 34.08 ], [ -101.14, 34.05 ], [ -101.16, 34.05 ], [ -101.19, 34.09 ], [ -101.19, 34.11 ], [ -101.17, 34.14 ] ] ] }, "raw_probability": 0.054, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "ac0decf3fc11a683728a778c097e3cbe8a1f27fb38c5826f4b90d4efba2cbc33", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.054, "probability": 0.000732, "confidence_lo": 0.00072, "confidence_hi": 0.000732, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "44abac002adc3055f01e456c85775ddf9ac705128491bfbc1583ee095f65a0f2", "signature": { "alg": "ed25519", "sig": "c9df4cfffe26471c65e677e70fa8b5ac03b0676843924b6a96e11cbda8bd9786a12dfe039f1791119ec72b02ef29396c1b97c787aece76aaf66f4077cb3d6003" } }, "receipt_sha256": "44abac002adc3055f01e456c85775ddf9ac705128491bfbc1583ee095f65a0f2" }, { "storm_id": "528996", "lat": 31.7022, "lon": -102.7533, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 553.0, "ebshear": 15.0, "srh01": 65.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 65.0 }, { "name": "hrrr_pwat", "value": 27.3615 }, { "name": "alignment", "value": 0.7322 }, { "name": "tau", "value": 0.3598 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0539 }, "coherence_score": 0.3597773611545563, "coherence_diagnostics": { "tau": 0.3597773611545563, "grad_tau": 0.07349064946174622, "torsion": 0.0, "alignment": 0.7321709394454956, "S_field": 0.07274138927459717, "Gamma_field": 0.5410645008087158, "S_over_Gamma": 0.13444125652313232, "Da": 32.754066467285156, "E_coh": 0.804746150970459, "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": [ [ [ -102.76, 31.73 ], [ -102.73, 31.73 ], [ -102.72, 31.72 ], [ -102.72, 31.68 ], [ -102.73, 31.67 ], [ -102.78, 31.67 ], [ -102.79, 31.68 ], [ -102.79, 31.71 ], [ -102.76, 31.73 ] ] ] }, "raw_probability": 0.0539, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "35422dd7b9a55421c6363c29cb948c0e12144032ffc4e00ffbcf123fe88732cd", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.0539, "probability": 0.000732, "confidence_lo": 0.00072, "confidence_hi": 0.000732, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "db83c12e9b0b49fbc99f51044e3f10a0fe031cad2e50798163872ee979da44c4", "signature": { "alg": "ed25519", "sig": "6f0b989e6fc6a4abcb89526d9f894394e633d7a9e6cf9b3ec9d6e40dda02870a0a5bf1ba5c464b00f7f60ced2b6ceeb4d390fbb76158b4a69a67ad4c0d50be08" } }, "receipt_sha256": "db83c12e9b0b49fbc99f51044e3f10a0fe031cad2e50798163872ee979da44c4" }, { "storm_id": "529130", "lat": 30.9025, "lon": -108.0633, "motion_east": 0.7, "motion_south": -2.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1523.0, "ebshear": 14.0, "srh01": 6.0, "maxllaz": 0.0, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 6.0 }, { "name": "hrrr_pwat", "value": 42.1115 }, { "name": "alignment", "value": -2.6716 }, { "name": "tau", "value": 1.1907 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0524 }, "coherence_score": 1.1907098293304443, "coherence_diagnostics": { "tau": 1.1907098293304443, "grad_tau": 0.16100062429904938, "torsion": 0.0, "alignment": -2.6715521812438965, "S_field": 0.3942111134529114, "Gamma_field": 0.4318978190422058, "S_over_Gamma": 0.9127416014671326, "Da": 25.063480377197266, "E_coh": 0.9087342619895935, "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": [ [ [ -108.06, 30.93 ], [ -108.04, 30.93 ], [ -108.03, 30.92 ], [ -108.03, 30.9 ], [ -108.05, 30.88 ], [ -108.05, 30.86 ], [ -108.06, 30.86 ], [ -108.07, 30.88 ], [ -108.11, 30.91 ], [ -108.11, 30.92 ], [ -108.09, 30.91 ], [ -108.06, 30.93 ] ] ] }, "raw_probability": 0.0524, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "6f87a4308174c025a4c2281d53139fac8b5f62fd0871fc8d04daf8b350d8a8bb", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.0524, "probability": 0.000732, "confidence_lo": 0.00072, "confidence_hi": 0.000732, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "07bdd2b2dd32edc91e49ab6df296638d472597abf6bd82910990c6c17efbe609", "signature": { "alg": "ed25519", "sig": "8305189159d29bf8a8c7a1e0f3db2c480a3c0a4988246e5ba8543528d684d89ad9172b6f0efeac59f8ad8212c940a35fa08a3efed66e1767cbd2699dd861c304" } }, "receipt_sha256": "07bdd2b2dd32edc91e49ab6df296638d472597abf6bd82910990c6c17efbe609" }, { "storm_id": "529082", "lat": 31.0256, "lon": -108.0522, "motion_east": 0.8, "motion_south": -2.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1190.0, "ebshear": 15.0, "srh01": 6.0, "maxllaz": 0.001, "mesh": 0.03, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 6.0 }, { "name": "hrrr_pwat", "value": 42.1115 }, { "name": "alignment", "value": -2.6716 }, { "name": "tau", "value": 1.1907 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0523 }, "coherence_score": 1.1907098293304443, "coherence_diagnostics": { "tau": 1.1907098293304443, "grad_tau": 0.16100062429904938, "torsion": 0.0, "alignment": -2.6715521812438965, "S_field": 0.3942111134529114, "Gamma_field": 0.4318978190422058, "S_over_Gamma": 0.9127416014671326, "Da": 25.063480377197266, "E_coh": 0.9087342619895935, "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": [ [ [ -108.06, 31.07 ], [ -108.0, 31.04 ], [ -108.0, 31.02 ], [ -108.05, 30.98 ], [ -108.07, 30.98 ], [ -108.07, 31.0 ], [ -108.08, 31.01 ], [ -108.08, 31.06 ], [ -108.06, 31.07 ] ] ] }, "raw_probability": 0.0523, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "979424a5d4592c50be68d2a25d85b74fc5f8aa16ef7f692c5890e5aead134663", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.0523, "probability": 0.000732, "confidence_lo": 0.00072, "confidence_hi": 0.000732, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "37be225186121d76b291c752611e0d0845fb65cc97f4fa99883fdccebc02c6fc", "signature": { "alg": "ed25519", "sig": "69503228e147f86de40aff9cadd85697b28239387790efab03a7d39851648443fd820a8fc2ecb5f5dff30e2198b74ac67deb76f8f37af3da3009ccbaa36f5008" } }, "receipt_sha256": "37be225186121d76b291c752611e0d0845fb65cc97f4fa99883fdccebc02c6fc" }, { "storm_id": "529039", "lat": 34.6867, "lon": -100.8578, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 728.0, "ebshear": 12.0, "srh01": 38.0, "maxllaz": 0.003, "mesh": 0.07, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 38.0 }, { "name": "hrrr_pwat", "value": 21.8615 }, { "name": "alignment", "value": 2.5096 }, { "name": "tau", "value": 0.2668 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0513 }, "coherence_score": 0.2667784094810486, "coherence_diagnostics": { "tau": 0.2667784094810486, "grad_tau": 0.028667859733104706, "torsion": 0.0, "alignment": 2.509627342224121, "S_field": 0.08569612354040146, "Gamma_field": 0.7193978428840637, "S_over_Gamma": 0.11912202090024948, "Da": 41.77010726928711, "E_coh": 0.30314353108406067, "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": [ [ [ -100.87, 34.72 ], [ -100.85, 34.72 ], [ -100.82, 34.7 ], [ -100.82, 34.66 ], [ -100.83, 34.65 ], [ -100.88, 34.65 ], [ -100.89, 34.66 ], [ -100.89, 34.7 ], [ -100.87, 34.72 ] ] ] }, "raw_probability": 0.0513, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "f9ec1b5fa4372c72c8a0ebbef40bf30487cd02d7f13764cd81952d8d3c455182", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.0513, "probability": 0.000732, "confidence_lo": 0.00072, "confidence_hi": 0.000732, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7d30e869a56ec86d9f6689a832473d96686758ac0d9042c36bfff86b515d1c6b", "signature": { "alg": "ed25519", "sig": "4ecea29571b59324329520da38e0ea48010bb35cca84bcd285999fa0c6c3a92964b1b12b07f56f884458f5080ab2677d2e5a78e317c874b8b841a469ca421c0d" } }, "receipt_sha256": "7d30e869a56ec86d9f6689a832473d96686758ac0d9042c36bfff86b515d1c6b" }, { "storm_id": "529053", "lat": 25.2264, "lon": -79.8379, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3852.0, "ebshear": 10.0, "srh01": 20.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 20.0 }, { "name": "hrrr_pwat", "value": 48.9865 }, { "name": "alignment", "value": 0.4878 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.051 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 1.5670374631881714, "torsion": 0.0, "alignment": 0.48775291442871094, "S_field": 1.0677154064178467, "Gamma_field": 0.27023112773895264, "S_over_Gamma": 3.9511191844940186, "Da": 16.593564987182617, "E_coh": 0.9747558832168579, "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": [ [ [ -79.81, 25.27 ], [ -79.79, 25.26 ], [ -79.79, 25.18 ], [ -79.8, 25.17 ], [ -79.88, 25.17 ], [ -79.89, 25.18 ], [ -79.89, 25.21 ], [ -79.84, 25.21 ], [ -79.82, 25.23 ], [ -79.84, 25.25 ], [ -79.88, 25.25 ], [ -79.87, 25.26 ], [ -79.82, 25.26 ], [ -79.81, 25.27 ] ] ] }, "raw_probability": 0.051, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "9a93d70f7945e83ea376d13a813ce4e24806d84d0011ec59ca4fd281863be00b", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.051, "probability": 0.000732, "confidence_lo": 0.00072, "confidence_hi": 0.000732, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ed64f05869d36e426876bc2aaa5588ea2d8a68ff369caf4418b434d83a9e2af6", "signature": { "alg": "ed25519", "sig": "d0de2f8564e694a9a49d348453280872b6185b9498cb3431f5a0106adb1ec2ccba4763bf71d0d2287d7cdbb423062fd61ee47d908e85c0b6544881dd35586c0f" } }, "receipt_sha256": "ed64f05869d36e426876bc2aaa5588ea2d8a68ff369caf4418b434d83a9e2af6" }, { "storm_id": "529079", "lat": 35.0913, "lon": -101.3263, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 452.0, "ebshear": 21.0, "srh01": 22.0, "maxllaz": 0.016, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 22.0 }, { "name": "hrrr_pwat", "value": 23.4865 }, { "name": "alignment", "value": -0.0034 }, { "name": "tau", "value": 0.2936 }, { "name": "maxllaz", "value": 0.016 } ], "model_scores": { "gbt_prob": 0.0505 }, "coherence_score": 0.2935768961906433, "coherence_diagnostics": { "tau": 0.2935768961906433, "grad_tau": 0.02747860550880432, "torsion": 0.0, "alignment": -0.0034371018409729004, "S_field": 0.12057003378868103, "Gamma_field": 0.6268978118896484, "S_over_Gamma": 0.1923280507326126, "Da": 39.93923568725586, "E_coh": 0.6678385138511658, "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": [ [ [ -101.34, 35.12 ], [ -101.29, 35.12 ], [ -101.29, 35.07 ], [ -101.31, 35.06 ], [ -101.34, 35.06 ], [ -101.35, 35.07 ], [ -101.35, 35.11 ], [ -101.34, 35.12 ] ] ] }, "raw_probability": 0.0505, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "2fdf9de63241fc0d85a2a26296fcbaed31a5aad453b26030c2f7646ac437a025", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.0505, "probability": 0.000732, "confidence_lo": 0.00072, "confidence_hi": 0.000732, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9edeb8d743f5a67f7e684259002427fd6cb4233cea63f12461987acef7ea1214", "signature": { "alg": "ed25519", "sig": "4897a8d1d9be20b39dce75194c7f80c908733b3908b0991baa1d25f3b45122b82f7d1a5ffaf6642725da0ec0be645ed144138e8ee844a251429b6f23a4e11b08" } }, "receipt_sha256": "9edeb8d743f5a67f7e684259002427fd6cb4233cea63f12461987acef7ea1214" }, { "storm_id": "529065", "lat": 28.023, "lon": -83.874, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2360.0, "ebshear": 12.0, "srh01": 22.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 22.0 }, { "name": "hrrr_pwat", "value": 56.1115 }, { "name": "alignment", "value": -0.3756 }, { "name": "tau", "value": 3.4969 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0498 }, "coherence_score": 3.496910572052002, "coherence_diagnostics": { "tau": 3.496910572052002, "grad_tau": 0.17846760153770447, "torsion": 0.0, "alignment": -0.37561607360839844, "S_field": 0.9661288857460022, "Gamma_field": 0.19939778745174408, "S_over_Gamma": 4.845233917236328, "Da": 12.397323608398438, "E_coh": 0.9776222705841064, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -83.9, 28.07 ], [ -83.82, 28.07 ], [ -83.82, 28.05 ], [ -83.83, 28.04 ], [ -83.83, 27.94 ], [ -83.92, 27.95 ], [ -83.91, 27.97 ], [ -83.91, 28.03 ], [ -83.9, 28.04 ], [ -83.9, 28.07 ] ] ] }, "raw_probability": 0.0498, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "a96dbb2793c6fa8e4d528502717200a3bbc0736de04be8facd865f10315123fc", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.0498, "probability": 0.000732, "confidence_lo": 0.00072, "confidence_hi": 0.000732, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e8f93e8d888ecf04ca5e07d6ad1107ad832fe08ad3a70e0eb8f9e6048e1b0142", "signature": { "alg": "ed25519", "sig": "44b34a41cfca4a5c5306c8787eb083e8d8372caf6d63f2a0e25330218e84c64b775fddb7daf543dbe47355aa3b2202534e0ae001d09bcc9caeeb6062d64f3707" } }, "receipt_sha256": "e8f93e8d888ecf04ca5e07d6ad1107ad832fe08ad3a70e0eb8f9e6048e1b0142" }, { "storm_id": "529052", "lat": 30.3783, "lon": -107.3342, "motion_east": 4.0, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1455.0, "ebshear": 16.0, "srh01": 7.0, "maxllaz": 0.002, "mesh": 0.18, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 7.0 }, { "name": "hrrr_pwat", "value": 42.8615 }, { "name": "alignment", "value": -1.4089 }, { "name": "tau", "value": 1.3199 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0482 }, "coherence_score": 1.319871425628662, "coherence_diagnostics": { "tau": 1.319871425628662, "grad_tau": 0.2061551809310913, "torsion": 0.0, "alignment": -1.4089003801345825, "S_field": 0.3285074532032013, "Gamma_field": 0.3777311146259308, "S_over_Gamma": 0.86968594789505, "Da": 21.798067092895508, "E_coh": 0.9790502190589905, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -107.31, 30.42 ], [ -107.29, 30.4 ], [ -107.3, 30.38 ], [ -107.3, 30.35 ], [ -107.33, 30.33 ], [ -107.35, 30.33 ], [ -107.37, 30.34 ], [ -107.38, 30.36 ], [ -107.38, 30.39 ], [ -107.36, 30.41 ], [ -107.33, 30.41 ], [ -107.31, 30.42 ] ] ] }, "raw_probability": 0.0482, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "57fc206baa23ef35103187de241e8ed3ae606ee5d1fb9b738a70cccbe9289a6d", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.0482, "probability": 0.000732, "confidence_lo": 0.00072, "confidence_hi": 0.000732, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1d8b9751e50f1a04bab529cfc6355569a7460302f5136369bf77927304f10b15", "signature": { "alg": "ed25519", "sig": "e3f5e005f408dd6b0e16fc094dd94f940f6fef756afd53eda6eb44b81e9b2a248e2cf0e0bc102d5d74fdde4a19c645dab434ff4ac8d933df7e6cb2bf62010608" } }, "receipt_sha256": "1d8b9751e50f1a04bab529cfc6355569a7460302f5136369bf77927304f10b15" }, { "storm_id": "528912", "lat": 34.9956, "lon": -100.6744, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 765.0, "ebshear": 14.0, "srh01": 22.0, "maxllaz": 0.005, "mesh": 0.27, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 22.0 }, { "name": "hrrr_pwat", "value": 21.8615 }, { "name": "alignment", "value": 2.5096 }, { "name": "tau", "value": 0.2668 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0467 }, "coherence_score": 0.2667784094810486, "coherence_diagnostics": { "tau": 0.2667784094810486, "grad_tau": 0.028667859733104706, "torsion": 0.0, "alignment": 2.509627342224121, "S_field": 0.08569612354040146, "Gamma_field": 0.7193978428840637, "S_over_Gamma": 0.11912202090024948, "Da": 41.77010726928711, "E_coh": 0.30314353108406067, "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": [ [ [ -100.69, 35.03 ], [ -100.65, 35.03 ], [ -100.64, 35.02 ], [ -100.63, 34.98 ], [ -100.65, 34.95 ], [ -100.69, 34.95 ], [ -100.71, 34.97 ], [ -100.72, 35.0 ], [ -100.69, 35.03 ] ] ] }, "raw_probability": 0.0467, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "bc0656e0dcfb174532b206d0d8aa1ab199daf958ee01b884f48e959d10d86fa7", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.0467, "probability": 0.000732, "confidence_lo": 0.00072, "confidence_hi": 0.000732, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ef530e3c6dd670000f23398fc0e98ffab465fd377fd4e5d5edfdc60d7c1258be", "signature": { "alg": "ed25519", "sig": "b1adf662fa89466a44180fe93acde7cad078d17e299cb79ca02e2460d8ef996570c09fad1d7612a4311a5107b2798d2d76725297d5b3a0fb6c94586afc3b7f08" } }, "receipt_sha256": "ef530e3c6dd670000f23398fc0e98ffab465fd377fd4e5d5edfdc60d7c1258be" }, { "storm_id": "529011", "lat": 28.0569, "lon": -101.7294, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1576.0, "ebshear": 11.0, "srh01": 0.0, "maxllaz": 0.001, "mesh": 0.13, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 29.8615 }, { "name": "alignment", "value": -1.4421 }, { "name": "tau", "value": 0.4208 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0466 }, "coherence_score": 0.4207916259765625, "coherence_diagnostics": { "tau": 0.4207916259765625, "grad_tau": 0.031059972941875458, "torsion": 0.0, "alignment": -1.442073941230774, "S_field": 0.1117764264345169, "Gamma_field": 0.6452311873435974, "S_over_Gamma": 0.17323468625545502, "Da": 40.717830657958984, "E_coh": 0.7719324827194214, "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": [ [ [ -101.74, 28.11 ], [ -101.68, 28.11 ], [ -101.67, 28.1 ], [ -101.67, 28.08 ], [ -101.68, 28.07 ], [ -101.68, 28.03 ], [ -101.7, 28.01 ], [ -101.74, 28.01 ], [ -101.76, 27.99 ], [ -101.77, 27.99 ], [ -101.77, 28.02 ], [ -101.78, 28.03 ], [ -101.77, 28.05 ], [ -101.77, 28.1 ], [ -101.75, 28.1 ], [ -101.74, 28.11 ] ] ] }, "raw_probability": 0.0466, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "1b9e55e8f78961179239230f946bc4a899a76861a3cc021b640f7352a71d6ad2", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.0466, "probability": 0.000732, "confidence_lo": 0.00072, "confidence_hi": 0.000732, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a5100e1394d248c73df819c466206580e507def593360ef9dc8bc29ef307d91c", "signature": { "alg": "ed25519", "sig": "bf1cd02a5336ad39e6331ad57b22dc76aaed748827059538061cfb23abd9651d741a7ccdb80c5ca77c7b0e150b9c51139fbbe150f1d7183aa98ac813905d050a" } }, "receipt_sha256": "a5100e1394d248c73df819c466206580e507def593360ef9dc8bc29ef307d91c" }, { "storm_id": "528715", "lat": 30.319, "lon": -107.5567, "motion_east": 3.3, "motion_south": -1.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1390.0, "ebshear": 16.0, "srh01": 12.0, "maxllaz": 0.001, "mesh": 0.24, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 12.0 }, { "name": "hrrr_pwat", "value": 42.8615 }, { "name": "alignment", "value": -1.4089 }, { "name": "tau", "value": 1.3199 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0448 }, "coherence_score": 1.319871425628662, "coherence_diagnostics": { "tau": 1.319871425628662, "grad_tau": 0.2061551809310913, "torsion": 0.0, "alignment": -1.4089003801345825, "S_field": 0.3285074532032013, "Gamma_field": 0.3777311146259308, "S_over_Gamma": 0.86968594789505, "Da": 21.798067092895508, "E_coh": 0.9790502190589905, "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": [ [ [ -107.52, 30.39 ], [ -107.5, 30.39 ], [ -107.46, 30.37 ], [ -107.45, 30.36 ], [ -107.45, 30.32 ], [ -107.54, 30.32 ], [ -107.55, 30.31 ], [ -107.55, 30.27 ], [ -107.56, 30.26 ], [ -107.6, 30.25 ], [ -107.61, 30.24 ], [ -107.66, 30.24 ], [ -107.67, 30.25 ], [ -107.67, 30.28 ], [ -107.66, 30.3 ], [ -107.61, 30.33 ], [ -107.54, 30.33 ], [ -107.52, 30.35 ], [ -107.52, 30.37 ], [ -107.53, 30.38 ], [ -107.52, 30.39 ] ] ] }, "raw_probability": 0.0448, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "92503d7f4251ba64d667b781950ccb1e70a3230020576b711c425f33f6cad8fb", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.0448, "probability": 0.000732, "confidence_lo": 0.00072, "confidence_hi": 0.000732, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "cb3a4b55c2f74b4554f7bffab11848ad2718be3652a10980de59cb2440098126", "signature": { "alg": "ed25519", "sig": "5401e8f1f8442c664a0fda64da677aeb1830ce3ff00555b58b2c79f768c4f1cff429c5397fcb6460889258d60ea0b8dbee40bab6ee33d15f451821f7dfc2e102" } }, "receipt_sha256": "cb3a4b55c2f74b4554f7bffab11848ad2718be3652a10980de59cb2440098126" }, { "storm_id": "528324", "lat": 30.583, "lon": -107.793, "motion_east": 0.6, "motion_south": -2.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1809.0, "ebshear": 10.0, "srh01": 9.0, "maxllaz": 0.001, "mesh": 0.22, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 9.0 }, { "name": "hrrr_pwat", "value": 42.8615 }, { "name": "alignment", "value": -1.4089 }, { "name": "tau", "value": 1.3199 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0433 }, "coherence_score": 1.319871425628662, "coherence_diagnostics": { "tau": 1.319871425628662, "grad_tau": 0.2061551809310913, "torsion": 0.0, "alignment": -1.4089003801345825, "S_field": 0.3285074532032013, "Gamma_field": 0.3777311146259308, "S_over_Gamma": 0.86968594789505, "Da": 21.798067092895508, "E_coh": 0.9790502190589905, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -107.78, 30.63 ], [ -107.77, 30.62 ], [ -107.77, 30.59 ], [ -107.76, 30.58 ], [ -107.77, 30.55 ], [ -107.79, 30.54 ], [ -107.83, 30.54 ], [ -107.84, 30.55 ], [ -107.84, 30.6 ], [ -107.78, 30.63 ] ] ] }, "raw_probability": 0.0433, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "87a5d686947cbb74a3b648a34443912d431c95e2159dcfe8e28d9f3aaff662e6", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.0433, "probability": 0.000732, "confidence_lo": 0.00072, "confidence_hi": 0.000732, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4404506a7ee99a5ad39f59bbadb1fc94593bdc675b0c7f94ada2a2adc070ba69", "signature": { "alg": "ed25519", "sig": "fee40243bf9897256185987a87df8fe53320c028a04a19ce29114604dfc9914ac09bf02315c0541c74f7cd7601f6abb47e1a76ac7de3766ba5c796f35245db06" } }, "receipt_sha256": "4404506a7ee99a5ad39f59bbadb1fc94593bdc675b0c7f94ada2a2adc070ba69" }, { "storm_id": "528807", "lat": 32.4985, "lon": -110.418, "motion_east": 4.2, "motion_south": -1.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2219.0, "ebshear": 19.0, "srh01": 45.0, "maxllaz": 0.003, "mesh": 0.26, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 45.0 }, { "name": "hrrr_pwat", "value": 39.4865 }, { "name": "alignment", "value": 0.4855 }, { "name": "tau", "value": 1.0887 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0422 }, "coherence_score": 1.0886812210083008, "coherence_diagnostics": { "tau": 1.0886812210083008, "grad_tau": 0.20798249542713165, "torsion": 0.0, "alignment": 0.48549264669418335, "S_field": 0.8544017672538757, "Gamma_field": 0.47189778089523315, "S_over_Gamma": 1.8105653524398804, "Da": 31.272136688232422, "E_coh": 0.977486252784729, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -110.42, 32.66 ], [ -110.36, 32.62 ], [ -110.35, 32.53 ], [ -110.33, 32.51 ], [ -110.33, 32.46 ], [ -110.37, 32.38 ], [ -110.39, 32.36 ], [ -110.43, 32.36 ], [ -110.47, 32.38 ], [ -110.48, 32.38 ], [ -110.47, 32.39 ], [ -110.49, 32.4 ], [ -110.47, 32.44 ], [ -110.41, 32.5 ], [ -110.4, 32.52 ], [ -110.4, 32.53 ], [ -110.47, 32.6 ], [ -110.47, 32.64 ], [ -110.43, 32.65 ], [ -110.42, 32.66 ] ] ] }, "raw_probability": 0.0422, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "8adeaec26b99b16e6ecdebb5f937eb6f6a415add3815a3f32d031fbf9c94cba8", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.0422, "probability": 0.000732, "confidence_lo": 0.00072, "confidence_hi": 0.000732, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "fdd1061184e642f8471bbf5a5c209c06b66e847162ba8e9a50ce1ec60a3cefd5", "signature": { "alg": "ed25519", "sig": "348c6c12958849dee3925a0571f2c89d63de9db08f360739d9f284c6036c65255c5df94af8dba531c93b08d6ef85ba93274e66c5110b4dbddd04b0b511dbfc02" } }, "receipt_sha256": "fdd1061184e642f8471bbf5a5c209c06b66e847162ba8e9a50ce1ec60a3cefd5" }, { "storm_id": "528742", "lat": 32.4233, "lon": -110.2122, "motion_east": 4.2, "motion_south": -1.0, "valid_time": "20260904_023042 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1918.0, "ebshear": 21.0, "srh01": 42.0, "maxllaz": 0.005, "mesh": 0.03, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 42.0 }, { "name": "hrrr_pwat", "value": 39.4865 }, { "name": "alignment", "value": 0.4855 }, { "name": "tau", "value": 1.0887 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0401 }, "coherence_score": 1.0886812210083008, "coherence_diagnostics": { "tau": 1.0886812210083008, "grad_tau": 0.20798249542713165, "torsion": 0.0, "alignment": 0.48549264669418335, "S_field": 0.8544017672538757, "Gamma_field": 0.47189778089523315, "S_over_Gamma": 1.8105653524398804, "Da": 31.272136688232422, "E_coh": 0.977486252784729, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -110.24, 32.46 ], [ -110.19, 32.46 ], [ -110.16, 32.43 ], [ -110.16, 32.4 ], [ -110.18, 32.38 ], [ -110.24, 32.38 ], [ -110.25, 32.39 ], [ -110.25, 32.45 ], [ -110.24, 32.46 ] ] ] }, "raw_probability": 0.0401, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "b062e4a27b2023cd6579ef2a286a10eb6b0f44dae9d6f98cb13fc03cc0edfa73", "input_sha256": "1fa2028ef4efc0095da45813de60d2cb406696f9d4433bf8b26d9c31a8d3c54e", "issued_at": "2026-09-04T02:40:26Z", "raw_probability": 0.0401, "probability": 0.000732, "confidence_lo": 0.00072, "confidence_hi": 0.000732, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e3500d6a8c02390ef5d9d91e526da9950efd378225f89436ae6b45babcb2fe0d", "signature": { "alg": "ed25519", "sig": "eb1c6cafeaff28f8efab31f5f13850f06f3130dd2c55eee9b26494a467cb7c8231a1455c6978eddf75163c6d2e010165ce9e7ad975685f54c59e53c8e646d90c" } }, "receipt_sha256": "e3500d6a8c02390ef5d9d91e526da9950efd378225f89436ae6b45babcb2fe0d" } ] }